One Point Crossover
Majoritarian class will be default
MDL fitness function
Minumum number of classifiers per individual in initialization:20.000000
Maximum number of classifiers per individual in initialization:20.000000
GA Iterations:35.000000
Initial theory length proportion in MDL formula: 0.250000
Iteracio activacio MDL 10
MDL Weight relax factor 0.900000
Popsize: 500.000000
Crossover probability: 0.600000
Individual-wise mutation probability:0.600000
Probability of value ONE for GABIL and ADI KR:0.750000
Tournament Selection without replacement Algorithm
Tournament size:4.000000
ILAS Windowing of degree 50
Dump learning process statistics at each iteration
Initialization uses examples to create the initial rules
Instances used in initialization are sampled with uniform class distribution
Coverage breakpoint for MDL fitness : 0.005000
Number of times we will try to learn a rule from the current training set: 2
Coverage ratio for MDL fitness : 0.900000
Using HYPERRECT Knowledge Representation
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Probability of specializing the hyperrect list KR: 0.100000
Random seed 1351049308
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One Point Crossover
Majoritarian class will be default
MDL fitness function
Minumum number of classifiers per individual in initialization:20.000000
Maximum number of classifiers per individual in initialization:20.000000
GA Iterations:35.000000
Initial theory length proportion in MDL formula: 0.250000
Iteracio activacio MDL 10
MDL Weight relax factor 0.900000
Popsize: 500.000000
Crossover probability: 0.600000
Individual-wise mutation probability:0.600000
Probability of value ONE for GABIL and ADI KR:0.750000
Tournament Selection without replacement Algorithm
Tournament size:4.000000
ILAS Windowing of degree 50
Dump learning process statistics at each iteration
Initialization uses examples to create the initial rules
Instances used in initialization are sampled with uniform class distribution
Coverage breakpoint for MDL fitness : 0.001000
Number of times we will try to learn a rule from the current training set: 2
Coverage ratio for MDL fitness : 0.900000
Using HYPERRECT Knowledge Representation
Number of expressed attributes in initialization : 15.000000
Hyperrectangle attribute list knowledge representation
Probability of generalizing the hyperrect list KR: 0.100000
Probability of specializing the hyperrect list KR: 0.100000
Random seed 1669766800
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Attribute 158 real valued
Attribute 159:Name PSSM_3_20 Def:real
Attribute 159 real valued
Attribute 160:Name PSSM_4_1 Def:real
Attribute 160 real valued
Attribute 161:Name PSSM_4_2 Def:real
Attribute 161 real valued
Attribute 162:Name PSSM_4_3 Def:real
Attribute 162 real valued
Attribute 163:Name PSSM_4_4 Def:real
Attribute 163 real valued
Attribute 164:Name PSSM_4_5 Def:real
Attribute 164 real valued
Attribute 165:Name PSSM_4_6 Def:real
Attribute 165 real valued
Attribute 166:Name PSSM_4_7 Def:real
Attribute 166 real valued
Attribute 167:Name PSSM_4_8 Def:real
Attribute 167 real valued
Attribute 168:Name PSSM_4_9 Def:real
Attribute 168 real valued
Attribute 169:Name PSSM_4_10 Def:real
Attribute 169 real valued
Attribute 170:Name PSSM_4_11 Def:real
Attribute 170 real valued
Attribute 171:Name PSSM_4_12 Def:real
Attribute 171 real valued
Attribute 172:Name PSSM_4_13 Def:real
Attribute 172 real valued
Attribute 173:Name PSSM_4_14 Def:real
Attribute 173 real valued
Attribute 174:Name PSSM_4_15 Def:real
Attribute 174 real valued
Attribute 175:Name PSSM_4_16 Def:real
Attribute 175 real valued
Attribute 176:Name PSSM_4_17 Def:real
Attribute 176 real valued
Attribute 177:Name PSSM_4_18 Def:real
Attribute 177 real valued
Attribute 178:Name PSSM_4_19 Def:real
Attribute 178 real valued
Attribute 179:Name PSSM_4_20 Def:real
Attribute 179 real valued
Attribute 180:Name class Def:{0,1}
Attribute 180 nominal
Value 0 of attribute 180: 0
Value 1 of attribute 180: 1
Least frequent class is 1
Most frequent class is 0
Coverage break for class 0 : 0.001430
Coverage break for class 1 : 0.003325
Probability of irrelevant attribute set to 0.916667
Initialization: 45.557999
Memcpy Classifiers: 0.848000
Memcpy Instances: 12.009000
Kernel 1: 0.081000
Kernel 2: 113.264000
Copyback: 0.023000
Sum: 0.016000
Initial population average accuracy1:0.006042 accuracy2:0.272125
Initialization: 6.592000
Memcpy Classifiers: 0.607000
Memcpy Instances: 11.788000
Kernel 1: 0.022000
Kernel 2: 114.193001
Copyback: 0.017000
Sum: 0.026000
It 0,Best ac:0.000852 1.000000 fi:0.232774. Ave ac:0.006675,0.011701
Initialization: 7.228000
Memcpy Classifiers: 0.975000
Memcpy Instances: 11.172000
Kernel 1: 0.023000
Kernel 2: 114.760002
Copyback: 0.018000
Sum: 0.031000
It 1,Best ac:0.001065 1.000000 fi:0.099978. Ave ac:0.007679,0.015326
Initialization: 6.878000
Memcpy Classifiers: 0.522000
Memcpy Instances: 12.599000
Kernel 1: 0.024000
Kernel 2: 114.593002
Copyback: 0.018000
Sum: 0.034000
It 2,Best ac:0.001066 1.000000 fi:0.099978. Ave ac:0.006924,0.011665
Initialization: 6.679000
Memcpy Classifiers: 0.528000
Memcpy Instances: 11.827000
Kernel 1: 0.024000
Kernel 2: 117.893997
Copyback: 0.017000
Sum: 0.025000
It 3,Best ac:0.001492 1.000000 fi:0.099836. Ave ac:0.006152,0.011746
Initialization: 6.596000
Memcpy Classifiers: 0.543000
Memcpy Instances: 11.473000
Kernel 1: 0.023000
Kernel 2: 116.303001
Copyback: 0.016000
Sum: 0.027000
It 4,Best ac:0.001492 1.000000 fi:0.099836. Ave ac:0.005235,0.009097
Initialization: 7.579000
Memcpy Classifiers: 0.862000
Memcpy Instances: 9.733000
Kernel 1: 0.023000
Kernel 2: 113.960999
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.001705 1.000000 fi:0.099765. Ave ac:0.005816,0.009800
Initialization: 6.584000
Memcpy Classifiers: 0.504000
Memcpy Instances: 11.255000
Kernel 1: 0.023000
Kernel 2: 112.012001
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.002131 1.000000 fi:0.099623. Ave ac:0.005249,0.009652
Initialization: 8.074000
Memcpy Classifiers: 0.507000
Memcpy Instances: 11.911000
Kernel 1: 0.023000
Kernel 2: 107.439003
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.001918 1.000000 fi:0.099694. Ave ac:0.005402,0.010595
Initialization: 13.867000
Memcpy Classifiers: 0.511000
Memcpy Instances: 9.390000
Kernel 1: 0.024000
Kernel 2: 104.550003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003623 1.000000 fi:0.099125. Ave ac:0.004570,0.006850
Initialization: 6.532000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.216000
Kernel 1: 0.025000
Kernel 2: 103.457001
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003623 1.000000 fi:0.099125. Ave ac:0.004291,0.009113
Iteration 10:MDL fitness activated
Error 0.099125 TL 0.043779
MDL Theory Length Weight: 0.7547308043 (2)
Initialization: 6.655000
Memcpy Classifiers: 0.461000
Memcpy Instances: 12.677000
Kernel 1: 0.023000
Kernel 2: 105.238998
Copyback: 0.018000
Sum: 0.040000
It 10,Best ac:0.001065 1.000000 fi:0.117348. Ave ac:0.004405,0.008122
Initialization: 7.123000
Memcpy Classifiers: 0.823000
Memcpy Instances: 12.922000
Kernel 1: 0.023000
Kernel 2: 105.739998
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.002983 1.000000 fi:0.116613. Ave ac:0.003184,0.006893
Initialization: 6.702000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.232000
Kernel 1: 0.023000
Kernel 2: 104.067001
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.002131 1.000000 fi:0.119187. Ave ac:0.004002,0.009258
Initialization: 8.316000
Memcpy Classifiers: 0.483000
Memcpy Instances: 10.234000
Kernel 1: 0.016000
Kernel 2: 102.295998
Copyback: 0.018000
Sum: 0.039000
It 13,Best ac:0.005115 1.000000 fi:0.116773. Ave ac:0.005483,0.011323
Initialization: 9.454000
Memcpy Classifiers: 0.503000
Memcpy Instances: 11.064000
Kernel 1: 0.023000
Kernel 2: 102.498001
Copyback: 0.018000
Sum: 0.038000
It 14,Best ac:0.002344 1.000000 fi:0.110409. Ave ac:0.004075,0.005820
Initialization: 6.550000
Memcpy Classifiers: 0.447000
Memcpy Instances: 9.267000
Kernel 1: 0.029000
Kernel 2: 101.248001
Copyback: 0.020000
Sum: 0.038000
It 15,Best ac:0.001491 1.000000 fi:0.113869. Ave ac:0.004918,0.007175
Initialization: 6.606000
Memcpy Classifiers: 0.425000
Memcpy Instances: 9.232000
Kernel 1: 0.025000
Kernel 2: 102.541000
Copyback: 0.019000
Sum: 0.037000
It 16,Best ac:0.001278 1.000000 fi:0.111346. Ave ac:0.004144,0.006272
Initialization: 6.578000
Memcpy Classifiers: 0.423000
Memcpy Instances: 9.239000
Kernel 1: 0.024000
Kernel 2: 103.696999
Copyback: 0.018000
Sum: 0.038000
It 17,Best ac:0.002131 1.000000 fi:0.118474. Ave ac:0.002997,0.004630
Initialization: 6.684000
Memcpy Classifiers: 0.456000
Memcpy Instances: 13.306000
Kernel 1: 0.024000
Kernel 2: 101.226997
Copyback: 0.018000
Sum: 0.042000
It 18,Best ac:0.001065 1.000000 fi:0.114010. Ave ac:0.004396,0.005504
Initialization: 7.396000
Memcpy Classifiers: 0.753000
Memcpy Instances: 10.950000
Kernel 1: 0.023000
Kernel 2: 102.013000
Copyback: 0.016000
Sum: 0.031000
It 19,Best ac:0.004688 1.000000 fi:0.110432. Ave ac:0.003110,0.003270
Initialization: 6.470000
Memcpy Classifiers: 0.465000
Memcpy Instances: 9.217000
Kernel 1: 0.028000
Kernel 2: 99.733002
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001492 1.000000 fi:0.113394. Ave ac:0.002934,0.003933
Initialization: 6.653000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.373000
Kernel 1: 0.034000
Kernel 2: 97.776001
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001705 1.000000 fi:0.110164. Ave ac:0.003553,0.007154
Initialization: 7.059000
Memcpy Classifiers: 0.440000
Memcpy Instances: 9.242000
Kernel 1: 0.029000
Kernel 2: 95.613998
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.003622 1.000000 fi:0.109524. Ave ac:0.003997,0.005921
Initialization: 7.120000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.260000
Kernel 1: 0.023000
Kernel 2: 92.991997
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.002344 1.000000 fi:0.110074. Ave ac:0.003386,0.005497
Initialization: 6.820000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.237000
Kernel 1: 0.024000
Kernel 2: 94.892998
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001065 1.000000 fi:0.114010. Ave ac:0.003134,0.004191
Initialization: 6.624000
Memcpy Classifiers: 0.441000
Memcpy Instances: 9.223000
Kernel 1: 0.024000
Kernel 2: 98.322998
Copyback: 0.022000
Sum: 0.031000
It 25,Best ac:0.002130 1.000000 fi:0.110022. Ave ac:0.002923,0.004444
Initialization: 6.567000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.301000
Kernel 1: 0.025000
Kernel 2: 98.302002
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001278 1.000000 fi:0.113611. Ave ac:0.003669,0.005200
Initialization: 6.602000
Memcpy Classifiers: 0.439000
Memcpy Instances: 9.412000
Kernel 1: 0.025000
Kernel 2: 98.818001
Copyback: 0.018000
Sum: 0.038000
It 27,Best ac:0.001918 1.000000 fi:0.111357. Ave ac:0.002515,0.003158
Initialization: 6.561000
Memcpy Classifiers: 0.408000
Memcpy Instances: 9.264000
Kernel 1: 0.025000
Kernel 2: 99.670998
Copyback: 0.023000
Sum: 0.034000
It 28,Best ac:0.003409 1.000000 fi:0.110751. Ave ac:0.003776,0.005269
Initialization: 8.608000
Memcpy Classifiers: 0.727000
Memcpy Instances: 9.352000
Kernel 1: 0.024000
Kernel 2: 100.067001
Copyback: 0.022000
Sum: 0.029000
It 29,Best ac:0.001065 1.000000 fi:0.113683. Ave ac:0.003593,0.004301
Initialization: 6.530000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.246000
Kernel 1: 0.023000
Kernel 2: 97.903999
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.002344 1.000000 fi:0.111756. Ave ac:0.003056,0.003497
Initialization: 6.521000
Memcpy Classifiers: 0.413000
Memcpy Instances: 11.707000
Kernel 1: 0.034000
Kernel 2: 96.242996
Copyback: 0.022000
Sum: 0.040000
It 31,Best ac:0.001492 1.000000 fi:0.112702. Ave ac:0.003801,0.007257
MDL Theory Length Weight: 0.6792577239 (10)
Initialization: 6.589000
Memcpy Classifiers: 0.409000
Memcpy Instances: 9.264000
Kernel 1: 0.024000
Kernel 2: 97.753998
Copyback: 0.372000
Sum: 0.030000
It 32,Best ac:0.001917 1.000000 fi:0.112517. Ave ac:0.002869,0.006588
Initialization: 6.591000
Memcpy Classifiers: 0.408000
Memcpy Instances: 9.260000
Kernel 1: 0.026000
Kernel 2: 96.473999
Copyback: 0.018000
Sum: 0.040000
It 33,Best ac:0.001278 1.000000 fi:0.111047. Ave ac:0.002933,0.005613
Initialization: 20.993999
Memcpy Instances: 496.933990
Memcpy Classifiers: 0.056000
Kernel 1: 0.027000
Kernel 2: 480.868011
Copyback: 0.014000
Sum: 0.013000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 472.618988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.020000
Kernel 2: 482.798004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.020000
Kernel 2: 488.631012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 481.136993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.084000
Kernel 1: 0.019000
Kernel 2: 483.363007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 492.252991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.011000
Kernel 2: 482.464996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.011000
Kernel 2: 482.868988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.011000
Kernel 2: 483.665009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 481.786011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 472.678009
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.011000
Kernel 2: 481.425995
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 505.830994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 300.472992
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001044 0.938697 fi:0.172428. Ave ac:0.003161,0.011829
Best acc 0.001044 0.938697
Initialization: 6.433000
Memcpy Classifiers: 0.641000
Memcpy Instances: 9.232000
Kernel 1: 0.027000
Kernel 2: 113.007004
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.005530 accuracy2:0.297401
Initialization: 6.485000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.238000
Kernel 1: 0.029000
Kernel 2: 112.177002
Copyback: 0.018000
Sum: 0.044000
It 0,Best ac:0.001065 0.833333 fi:0.266645. Ave ac:0.006395,0.010912
Initialization: 9.074000
Memcpy Classifiers: 0.562000
Memcpy Instances: 9.290000
Kernel 1: 0.025000
Kernel 2: 112.757004
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.001492 1.000000 fi:0.099836. Ave ac:0.007518,0.013612
Initialization: 6.613000
Memcpy Classifiers: 0.545000
Memcpy Instances: 9.228000
Kernel 1: 0.025000
Kernel 2: 113.209999
Copyback: 0.017000
Sum: 0.027000
It 2,Best ac:0.001278 1.000000 fi:0.099907. Ave ac:0.007235,0.012707
Initialization: 6.828000
Memcpy Classifiers: 0.923000
Memcpy Instances: 12.143000
Kernel 1: 0.026000
Kernel 2: 111.053001
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.001279 1.000000 fi:0.099907. Ave ac:0.006308,0.009939
Initialization: 7.088000
Memcpy Classifiers: 0.521000
Memcpy Instances: 9.299000
Kernel 1: 0.024000
Kernel 2: 109.588997
Copyback: 0.019000
Sum: 0.034000
It 4,Best ac:0.002131 1.000000 fi:0.099623. Ave ac:0.005501,0.008772
Initialization: 6.474000
Memcpy Classifiers: 0.614000
Memcpy Instances: 9.254000
Kernel 1: 0.028000
Kernel 2: 108.966003
Copyback: 0.018000
Sum: 0.027000
It 5,Best ac:0.002131 1.000000 fi:0.099623. Ave ac:0.005576,0.010311
Initialization: 6.426000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.294000
Kernel 1: 0.024000
Kernel 2: 106.595001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005753 1.000000 fi:0.098665. Ave ac:0.004759,0.008827
Initialization: 6.510000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.234000
Kernel 1: 0.025000
Kernel 2: 105.149002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001492 1.000000 fi:0.099836. Ave ac:0.004405,0.008778
Initialization: 6.523000
Memcpy Classifiers: 0.483000
Memcpy Instances: 9.280000
Kernel 1: 0.025000
Kernel 2: 106.601997
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.001705 1.000000 fi:0.099765. Ave ac:0.004035,0.007220
Initialization: 6.652000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.112000
Kernel 1: 0.025000
Kernel 2: 106.962997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.002343 1.000000 fi:0.099552. Ave ac:0.003582,0.005551
Iteration 10:MDL fitness activated
Error 0.099552 TL 0.035008
MDL Theory Length Weight: 0.9478877018 (4)
Initialization: 6.704000
Memcpy Classifiers: 0.466000
Memcpy Instances: 9.258000
Kernel 1: 0.025000
Kernel 2: 104.986000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.002557 1.000000 fi:0.121605. Ave ac:0.003250,0.004493
Initialization: 6.568000
Memcpy Classifiers: 0.482000
Memcpy Instances: 9.218000
Kernel 1: 0.025000
Kernel 2: 107.152000
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.001705 1.000000 fi:0.119631. Ave ac:0.003650,0.005462
Initialization: 7.685000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.771000
Kernel 1: 0.026000
Kernel 2: 100.041000
Copyback: 0.020000
Sum: 0.039000
It 12,Best ac:0.002769 1.000000 fi:0.121619. Ave ac:0.003259,0.004323
Initialization: 6.525000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.193000
Kernel 1: 0.026000
Kernel 2: 101.402000
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001065 1.000000 fi:0.122924. Ave ac:0.003586,0.005879
Initialization: 6.502000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.224000
Kernel 1: 0.025000
Kernel 2: 99.740997
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.005115 1.000000 fi:0.119748. Ave ac:0.004279,0.005426
Initialization: 7.072000
Memcpy Classifiers: 0.420000
Memcpy Instances: 9.416000
Kernel 1: 0.025000
Kernel 2: 96.820999
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001492 1.000000 fi:0.117265. Ave ac:0.003618,0.004622
Initialization: 6.587000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.322000
Kernel 1: 0.034000
Kernel 2: 94.016998
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.004902 1.000000 fi:0.121604. Ave ac:0.003887,0.004937
Initialization: 6.498000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.297000
Kernel 1: 0.024000
Kernel 2: 95.052002
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.002343 1.000000 fi:0.114546. Ave ac:0.004154,0.004223
Initialization: 6.569000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.889000
Kernel 1: 0.033000
Kernel 2: 93.025002
Copyback: 0.018000
Sum: 0.040000
It 18,Best ac:0.001065 1.000000 fi:0.117407. Ave ac:0.003155,0.003974
Initialization: 7.243000
Memcpy Classifiers: 0.760000
Memcpy Instances: 12.258000
Kernel 1: 0.025000
Kernel 2: 88.544998
Copyback: 0.016000
Sum: 0.030000
It 19,Best ac:0.007460 1.000000 fi:0.115097. Ave ac:0.003384,0.003835
Initialization: 6.573000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.249000
Kernel 1: 0.025000
Kernel 2: 85.788002
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.007886 1.000000 fi:0.115155. Ave ac:0.003390,0.004184
Initialization: 6.566000
Memcpy Classifiers: 0.362000
Memcpy Instances: 11.817000
Kernel 1: 0.030000
Kernel 2: 83.723000
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001278 1.000000 fi:0.114692. Ave ac:0.002896,0.003214
Initialization: 6.634000
Memcpy Classifiers: 0.615000
Memcpy Instances: 13.209000
Kernel 1: 0.027000
Kernel 2: 84.815002
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001918 1.000000 fi:0.117511. Ave ac:0.003918,0.003947
Initialization: 6.432000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.216000
Kernel 1: 0.025000
Kernel 2: 83.228996
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001492 1.000000 fi:0.114228. Ave ac:0.002574,0.003261
Initialization: 6.534000
Memcpy Classifiers: 0.351000
Memcpy Instances: 12.470000
Kernel 1: 0.024000
Kernel 2: 85.342003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001918 1.000000 fi:0.114086. Ave ac:0.002922,0.004574
Initialization: 6.420000
Memcpy Classifiers: 0.341000
Memcpy Instances: 13.120000
Kernel 1: 0.028000
Kernel 2: 84.052002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001705 1.000000 fi:0.112757. Ave ac:0.002867,0.004016
Initialization: 7.894000
Memcpy Classifiers: 0.639000
Memcpy Instances: 12.132000
Kernel 1: 0.024000
Kernel 2: 85.420998
Copyback: 0.019000
Sum: 0.040000
It 26,Best ac:0.003835 1.000000 fi:0.113341. Ave ac:0.002735,0.003879
Initialization: 7.629000
Memcpy Classifiers: 0.319000
Memcpy Instances: 12.793000
Kernel 1: 0.025000
Kernel 2: 83.025002
Copyback: 0.017000
Sum: 0.056000
It 27,Best ac:0.002131 1.000000 fi:0.110104. Ave ac:0.003458,0.004294
Initialization: 8.848000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.507000
Kernel 1: 0.024000
Kernel 2: 78.598000
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.002131 1.000000 fi:0.111472. Ave ac:0.003240,0.005952
Initialization: 6.944000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.206000
Kernel 1: 0.025000
Kernel 2: 76.598999
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.002770 1.000000 fi:0.109891. Ave ac:0.003506,0.007053
Initialization: 6.518000
Memcpy Classifiers: 0.284000
Memcpy Instances: 11.801000
Kernel 1: 0.028000
Kernel 2: 73.281998
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001918 1.000000 fi:0.111466. Ave ac:0.003364,0.006519
Initialization: 8.151000
Memcpy Classifiers: 0.246000
Memcpy Instances: 9.206000
Kernel 1: 0.026000
Kernel 2: 71.232002
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.001065 1.000000 fi:0.114763. Ave ac:0.002468,0.005209
Initialization: 6.568000
Memcpy Classifiers: 0.361000
Memcpy Instances: 13.878000
Kernel 1: 0.024000
Kernel 2: 76.883003
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.003197 1.000000 fi:0.108597. Ave ac:0.005364,0.011929
Initialization: 6.478000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.289000
Kernel 1: 0.025000
Kernel 2: 73.616997
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.005966 1.000000 fi:0.110530. Ave ac:0.003527,0.005985
Initialization: 26.080999
Memcpy Instances: 503.209015
Memcpy Classifiers: 0.053000
Kernel 1: 0.026000
Kernel 2: 410.434998
Copyback: 0.015000
Sum: 0.010000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 399.333008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.021000
Kernel 2: 399.960999
Copyback: 0.019000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.026000
Kernel 2: 403.252991
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.022000
Kernel 2: 428.014008
Copyback: 0.015000
Sum: 0.000000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 413.375000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 401.713013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 400.496002
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.023000
Kernel 2: 413.869995
Copyback: 0.015000
Sum: 0.000000
Memcpy Classifiers: 0.066000
Kernel 1: 0.017000
Kernel 2: 401.026001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.021000
Kernel 2: 410.234985
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.020000
Kernel 2: 406.197998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 404.912994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 403.296997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.021000
Kernel 2: 230.770004
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001803 0.929670 fi:0.184454. Ave ac:0.003501,0.013499
Best acc 0.001803 0.929670
Rule:Att PSSM_-2_7 is [<-0.978758]|Att PSSM_-1_10 is [>-1.849682]|Att PSSM_-1_13 is [>-1.261525]|Att PSSM_-1_15 is [>-6.827724]|Att PSSM_0_2 is [<-5.437084]|Att PSSM_1_4 is [-7.630642,-4.187221]|1
Accuracy : 0.700266
0	1	
164064	16	
70313	245	
Removed 261 instances. 234377 Instances left. Acc of rule 0.001044-0.938697
Initialization: 8.156000
Memcpy Classifiers: 0.715000
Memcpy Instances: 11.502000
Kernel 1: 0.025000
Kernel 2: 115.834999
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.006707 accuracy2:0.282147
Initialization: 6.685000
Memcpy Classifiers: 0.488000
Memcpy Instances: 13.020000
Kernel 1: 0.025000
Kernel 2: 115.251999
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.001067 1.000000 fi:0.099977. Ave ac:0.007734,0.014906
Initialization: 7.920000
Memcpy Classifiers: 0.640000
Memcpy Instances: 13.157000
Kernel 1: 0.028000
Kernel 2: 114.971001
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.000853 1.000000 fi:0.230045. Ave ac:0.007096,0.012292
Initialization: 6.552000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.477000
Kernel 1: 0.026000
Kernel 2: 118.794998
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001920 0.900000 fi:0.199691. Ave ac:0.007786,0.013108
Initialization: 8.556000
Memcpy Classifiers: 0.837000
Memcpy Instances: 13.028000
Kernel 1: 0.024000
Kernel 2: 118.217003
Copyback: 0.018000
Sum: 0.035000
It 3,Best ac:0.001067 1.000000 fi:0.099977. Ave ac:0.006542,0.011046
Initialization: 7.888000
Memcpy Classifiers: 0.591000
Memcpy Instances: 12.246000
Kernel 1: 0.025000
Kernel 2: 116.845001
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001920 1.000000 fi:0.099691. Ave ac:0.005280,0.009376
Initialization: 6.536000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.892000
Kernel 1: 0.025000
Kernel 2: 118.539001
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.002133 1.000000 fi:0.099620. Ave ac:0.004482,0.006916
Initialization: 6.649000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.188000
Kernel 1: 0.026000
Kernel 2: 120.997002
Copyback: 0.018000
Sum: 0.027000
It 6,Best ac:0.002346 1.000000 fi:0.099549. Ave ac:0.004269,0.006899
Initialization: 6.503000
Memcpy Classifiers: 0.506000
Memcpy Instances: 11.557000
Kernel 1: 0.028000
Kernel 2: 120.255997
Copyback: 0.018000
Sum: 0.026000
It 7,Best ac:0.004693 1.000000 fi:0.098764. Ave ac:0.004363,0.006661
Initialization: 6.636000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.206000
Kernel 1: 0.025000
Kernel 2: 121.239998
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.002773 1.000000 fi:0.099406. Ave ac:0.003974,0.006327
Initialization: 7.433000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.824000
Kernel 1: 0.025000
Kernel 2: 121.992996
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.003200 1.000000 fi:0.099263. Ave ac:0.003615,0.005676
Iteration 10:MDL fitness activated
Error 0.099263 TL 0.036208
MDL Theory Length Weight: 0.9138189903 (3)
Initialization: 8.379000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.769000
Kernel 1: 0.025000
Kernel 2: 123.156998
Copyback: 0.018000
Sum: 0.029000
It 10,Best ac:0.002133 1.000000 fi:0.123428. Ave ac:0.003767,0.004665
Initialization: 7.319000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.923000
Kernel 1: 0.026000
Kernel 2: 121.272003
Copyback: 0.018000
Sum: 0.029000
It 11,Best ac:0.001067 1.000000 fi:0.124905. Ave ac:0.003486,0.004170
Initialization: 9.253000
Memcpy Classifiers: 0.454000
Memcpy Instances: 12.423000
Kernel 1: 0.025000
Kernel 2: 123.306999
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001067 1.000000 fi:0.125942. Ave ac:0.002785,0.003868
Initialization: 6.572000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.426000
Kernel 1: 0.025000
Kernel 2: 120.769997
Copyback: 0.019000
Sum: 0.036000
It 13,Best ac:0.001280 1.000000 fi:0.123175. Ave ac:0.003188,0.003530
Initialization: 9.198000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.537000
Kernel 1: 0.025000
Kernel 2: 117.171997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.003414 1.000000 fi:0.120143. Ave ac:0.003534,0.004460
Initialization: 7.513000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.266000
Kernel 1: 0.034000
Kernel 2: 114.903999
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001920 1.000000 fi:0.125109. Ave ac:0.003149,0.004974
Initialization: 8.178000
Memcpy Classifiers: 0.418000
Memcpy Instances: 12.617000
Kernel 1: 0.026000
Kernel 2: 113.922997
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.004054 1.000000 fi:0.120711. Ave ac:0.003176,0.004972
Initialization: 7.625000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.598000
Kernel 1: 0.026000
Kernel 2: 119.403999
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.002773 1.000000 fi:0.122766. Ave ac:0.003072,0.003780
Initialization: 7.915000
Memcpy Classifiers: 0.564000
Memcpy Instances: 10.585000
Kernel 1: 0.033000
Kernel 2: 114.614998
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001280 1.000000 fi:0.119497. Ave ac:0.003478,0.005983
Initialization: 8.021000
Memcpy Classifiers: 0.681000
Memcpy Instances: 14.708000
Kernel 1: 0.028000
Kernel 2: 114.625000
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.003200 1.000000 fi:0.120731. Ave ac:0.003752,0.004559
Initialization: 7.622000
Memcpy Classifiers: 0.400000
Memcpy Instances: 11.146000
Kernel 1: 0.034000
Kernel 2: 111.482002
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.001067 1.000000 fi:0.119569. Ave ac:0.002487,0.002826
Initialization: 6.804000
Memcpy Classifiers: 0.434000
Memcpy Instances: 13.447000
Kernel 1: 0.035000
Kernel 2: 117.208000
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.001067 1.000000 fi:0.116934. Ave ac:0.003211,0.003622
Initialization: 7.064000
Memcpy Classifiers: 0.482000
Memcpy Instances: 9.690000
Kernel 1: 0.025000
Kernel 2: 113.580002
Copyback: 0.020000
Sum: 0.039000
It 22,Best ac:0.002773 1.000000 fi:0.119060. Ave ac:0.003339,0.004248
Initialization: 7.928000
Memcpy Classifiers: 0.388000
Memcpy Instances: 11.647000
Kernel 1: 0.029000
Kernel 2: 113.665001
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001920 1.000000 fi:0.116649. Ave ac:0.003169,0.003493
Initialization: 6.644000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.283000
Kernel 1: 0.025000
Kernel 2: 111.448997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.002560 1.000000 fi:0.118986. Ave ac:0.003363,0.006058
Initialization: 7.758000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.939000
Kernel 1: 0.028000
Kernel 2: 107.837997
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001706 1.000000 fi:0.116719. Ave ac:0.003465,0.004112
Initialization: 6.758000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.825000
Kernel 1: 0.035000
Kernel 2: 108.968002
Copyback: 0.020000
Sum: 0.033000
It 26,Best ac:0.001920 1.000000 fi:0.118401. Ave ac:0.003344,0.004201
Initialization: 8.601000
Memcpy Classifiers: 0.648000
Memcpy Instances: 9.872000
Kernel 1: 0.025000
Kernel 2: 109.188004
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.003413 1.000000 fi:0.118450. Ave ac:0.003452,0.004540
Initialization: 7.686000
Memcpy Classifiers: 0.381000
Memcpy Instances: 13.344000
Kernel 1: 0.026000
Kernel 2: 108.735001
Copyback: 0.019000
Sum: 0.038000
It 28,Best ac:0.002774 1.000000 fi:0.120939. Ave ac:0.002895,0.004287
Initialization: 8.708000
Memcpy Classifiers: 0.647000
Memcpy Instances: 9.781000
Kernel 1: 0.026000
Kernel 2: 106.411003
Copyback: 0.018000
Sum: 0.036000
It 29,Best ac:0.002560 1.000000 fi:0.116098. Ave ac:0.003625,0.007864
Initialization: 7.439000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.237000
Kernel 1: 0.025000
Kernel 2: 107.795998
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.002773 1.000000 fi:0.115691. Ave ac:0.002445,0.002719
Initialization: 9.077000
Memcpy Classifiers: 0.407000
Memcpy Instances: 12.560000
Kernel 1: 0.025000
Kernel 2: 104.526001
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001280 1.000000 fi:0.117960. Ave ac:0.002790,0.004396
Initialization: 6.614000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.211000
Kernel 1: 0.025000
Kernel 2: 105.700996
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.004907 1.000000 fi:0.114978. Ave ac:0.003103,0.003238
Initialization: 6.556000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.206000
Kernel 1: 0.024000
Kernel 2: 102.127998
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004694 1.000000 fi:0.112835. Ave ac:0.002341,0.002055
Initialization: 21.157000
Memcpy Instances: 456.335999
Memcpy Classifiers: 0.060000
Kernel 1: 0.027000
Kernel 2: 499.026001
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 518.556030
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 485.024994
Copyback: 0.019000
Sum: 0.003000
Memcpy Classifiers: 0.059000
Kernel 1: 0.019000
Kernel 2: 503.244995
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 494.566010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.011000
Kernel 2: 499.434998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 514.033997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.011000
Kernel 2: 506.302002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 500.281006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 512.301025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 496.730988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 499.289001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.011000
Kernel 2: 507.294006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 497.346985
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.011000
Kernel 2: 303.729004
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001365 0.960961 fi:0.156970. Ave ac:0.002738,0.009823
Best acc 0.001365 0.960961
Initialization: 6.614000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.199000
Kernel 1: 0.030000
Kernel 2: 115.622002
Copyback: 0.017000
Sum: 0.036000
Initial population average accuracy1:0.006185 accuracy2:0.272950
Initialization: 6.577000
Memcpy Classifiers: 0.492000
Memcpy Instances: 9.192000
Kernel 1: 0.027000
Kernel 2: 115.598000
Copyback: 0.020000
Sum: 0.051000
It 0,Best ac:0.005119 0.800000 fi:0.298665. Ave ac:0.008168,0.013668
Initialization: 6.531000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.283000
Kernel 1: 0.023000
Kernel 2: 113.708000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000853 1.000000 fi:0.230045. Ave ac:0.007981,0.014305
Initialization: 6.712000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.211000
Kernel 1: 0.025000
Kernel 2: 109.518997
Copyback: 0.017000
Sum: 0.027000
It 2,Best ac:0.001067 1.000000 fi:0.099977. Ave ac:0.007564,0.013445
Initialization: 6.530000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.222000
Kernel 1: 0.024000
Kernel 2: 104.259003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001493 1.000000 fi:0.099834. Ave ac:0.007981,0.015560
Initialization: 6.571000
Memcpy Classifiers: 0.446000
Memcpy Instances: 9.223000
Kernel 1: 0.026000
Kernel 2: 103.995003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001493 1.000000 fi:0.099834. Ave ac:0.006813,0.010169
Initialization: 6.564000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.186000
Kernel 1: 0.026000
Kernel 2: 99.807999
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.002773 1.000000 fi:0.099406. Ave ac:0.006668,0.011381
Initialization: 6.558000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.181000
Kernel 1: 0.026000
Kernel 2: 99.612999
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.004054 1.000000 fi:0.098978. Ave ac:0.005540,0.008174
Initialization: 6.534000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.199000
Kernel 1: 0.024000
Kernel 2: 98.547997
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.002560 1.000000 fi:0.099477. Ave ac:0.004690,0.006413
Initialization: 6.483000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.218000
Kernel 1: 0.025000
Kernel 2: 95.750000
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.004053 1.000000 fi:0.098978. Ave ac:0.004160,0.005990
Initialization: 6.536000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.219000
Kernel 1: 0.023000
Kernel 2: 96.123001
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.002773 1.000000 fi:0.099407. Ave ac:0.003619,0.006218
Iteration 10:MDL fitness activated
Error 0.099407 TL 0.047354
MDL Theory Length Weight: 0.6997405827 (4)
Initialization: 6.650000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.217000
Kernel 1: 0.025000
Kernel 2: 98.113998
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.003840 1.000000 fi:0.117928. Ave ac:0.004105,0.005698
Initialization: 6.566000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.195000
Kernel 1: 0.025000
Kernel 2: 98.830002
Copyback: 0.016000
Sum: 0.027000
It 11,Best ac:0.001280 1.000000 fi:0.114899. Ave ac:0.004722,0.006484
Initialization: 6.580000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.197000
Kernel 1: 0.027000
Kernel 2: 97.457001
Copyback: 0.018000
Sum: 0.028000
It 12,Best ac:0.001067 1.000000 fi:0.114771. Ave ac:0.003340,0.004456
Initialization: 6.721000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.213000
Kernel 1: 0.028000
Kernel 2: 96.064003
Copyback: 0.020000
Sum: 0.045000
It 13,Best ac:0.007254 1.000000 fi:0.115062. Ave ac:0.002986,0.003904
Initialization: 7.259000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.803000
Kernel 1: 0.026000
Kernel 2: 99.031998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.002347 1.000000 fi:0.117562. Ave ac:0.002713,0.002876
Initialization: 6.528000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.204000
Kernel 1: 0.027000
Kernel 2: 95.619003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.004479 1.000000 fi:0.117069. Ave ac:0.002049,0.002522
Initialization: 6.604000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.200000
Kernel 1: 0.026000
Kernel 2: 92.584000
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001493 1.000000 fi:0.114061. Ave ac:0.002640,0.003056
Initialization: 6.478000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.224000
Kernel 1: 0.027000
Kernel 2: 92.630997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001920 1.000000 fi:0.115666. Ave ac:0.002465,0.002740
Initialization: 6.607000
Memcpy Classifiers: 0.404000
Memcpy Instances: 9.211000
Kernel 1: 0.026000
Kernel 2: 90.100998
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001493 1.000000 fi:0.114061. Ave ac:0.002360,0.002106
Initialization: 6.556000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.223000
Kernel 1: 0.026000
Kernel 2: 91.082001
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.005121 1.000000 fi:0.113413. Ave ac:0.002472,0.003241
Initialization: 6.656000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.203000
Kernel 1: 0.025000
Kernel 2: 88.633003
Copyback: 0.016000
Sum: 0.032000
It 20,Best ac:0.002346 1.000000 fi:0.114067. Ave ac:0.003112,0.003316
Initialization: 6.540000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.221000
Kernel 1: 0.027000
Kernel 2: 89.233002
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001493 1.000000 fi:0.113463. Ave ac:0.001811,0.001654
Initialization: 6.593000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.209000
Kernel 1: 0.024000
Kernel 2: 88.834000
Copyback: 0.018000
Sum: 0.027000
It 22,Best ac:0.001920 1.000000 fi:0.112978. Ave ac:0.002145,0.002056
Initialization: 8.584000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.606000
Kernel 1: 0.025000
Kernel 2: 87.127998
Copyback: 0.020000
Sum: 0.038000
It 23,Best ac:0.001706 1.000000 fi:0.113050. Ave ac:0.001853,0.001881
Initialization: 8.476000
Memcpy Classifiers: 0.681000
Memcpy Instances: 13.445000
Kernel 1: 0.027000
Kernel 2: 87.912003
Copyback: 0.024000
Sum: 0.043000
It 24,Best ac:0.003840 1.000000 fi:0.112061. Ave ac:0.002199,0.002528
Initialization: 6.539000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.199000
Kernel 1: 0.025000
Kernel 2: 85.806000
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.007253 1.000000 fi:0.110462. Ave ac:0.003321,0.003433
Initialization: 6.489000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.237000
Kernel 1: 0.024000
Kernel 2: 83.430000
Copyback: 0.017000
Sum: 0.036000
It 26,Best ac:0.001067 1.000000 fi:0.113076. Ave ac:0.002721,0.002725
Initialization: 6.520000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.207000
Kernel 1: 0.026000
Kernel 2: 81.574997
Copyback: 0.016000
Sum: 0.033000
It 27,Best ac:0.004266 1.000000 fi:0.110554. Ave ac:0.002456,0.002818
Initialization: 6.614000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.184000
Kernel 1: 0.025000
Kernel 2: 80.049004
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.002133 1.000000 fi:0.111062. Ave ac:0.002266,0.002768
Initialization: 6.580000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.208000
Kernel 1: 0.025000
Kernel 2: 81.343002
Copyback: 0.016000
Sum: 0.030000
It 29,Best ac:0.002560 1.000000 fi:0.110526. Ave ac:0.003438,0.003882
Initialization: 6.499000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.211000
Kernel 1: 0.024000
Kernel 2: 80.197998
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.002986 1.000000 fi:0.110695. Ave ac:0.002607,0.002406
Initialization: 6.627000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.245000
Kernel 1: 0.024000
Kernel 2: 79.009003
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.003413 1.000000 fi:0.108440. Ave ac:0.002465,0.001833
Initialization: 6.417000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.250000
Kernel 1: 0.025000
Kernel 2: 79.277000
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001280 1.000000 fi:0.110917. Ave ac:0.002154,0.002233
Initialization: 6.542000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.414000
Kernel 1: 0.030000
Kernel 2: 79.441002
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.003413 1.000000 fi:0.108196. Ave ac:0.002509,0.001855
Initialization: 21.348000
Memcpy Instances: 457.191986
Memcpy Classifiers: 0.061000
Kernel 1: 0.024000
Kernel 2: 420.912994
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 440.636993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 420.044006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 422.510010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.011000
Kernel 2: 419.777008
Copyback: 0.026000
Sum: 0.004000
Memcpy Classifiers: 0.062000
Kernel 1: 0.018000
Kernel 2: 417.335999
Copyback: 0.019000
Sum: 0.003000
Memcpy Classifiers: 0.053000
Kernel 1: 0.017000
Kernel 2: 422.476013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 433.480988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.011000
Kernel 2: 420.188995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 432.947998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.021000
Kernel 2: 430.367004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.020000
Kernel 2: 415.227997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 437.196014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 437.746002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 242.772995
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001899 0.948827 fi:0.161883. Ave ac:0.002527,0.008976
Best acc 0.001899 0.948827
Rule:Att PSSM_-1_6 is [<-3.613936]|Att PSSM_0_1 is [-1.479003,5.887455]|Att PSSM_0_12 is [-6.469354,-4.782559]|Att PSSM_1_4 is [<-4.335934]|Att PSSM_2_17 is [<7.535053]|Att PSSM_3_12 is [<-1.640888]|1
Accuracy : 0.701574
0	1	
164051	29	
69993	565	
Removed 333 instances. 234044 Instances left. Acc of rule 0.001365-0.960961
Initialization: 6.842000
Memcpy Classifiers: 0.560000
Memcpy Instances: 9.178000
Kernel 1: 0.030000
Kernel 2: 114.015999
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.006537 accuracy2:0.291988
Initialization: 6.586000
Memcpy Classifiers: 0.541000
Memcpy Instances: 13.669000
Kernel 1: 0.028000
Kernel 2: 112.406998
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.001709 0.888889 fi:0.210871. Ave ac:0.007699,0.013278
Initialization: 6.517000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.193000
Kernel 1: 0.024000
Kernel 2: 112.888000
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001282 1.000000 fi:0.099904. Ave ac:0.007859,0.011815
Initialization: 6.533000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.169000
Kernel 1: 0.026000
Kernel 2: 115.380997
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001923 1.000000 fi:0.099688. Ave ac:0.008051,0.012828
Initialization: 6.500000
Memcpy Classifiers: 0.497000
Memcpy Instances: 9.178000
Kernel 1: 0.026000
Kernel 2: 114.292999
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.002564 1.000000 fi:0.099473. Ave ac:0.007638,0.012688
Initialization: 6.594000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.176000
Kernel 1: 0.024000
Kernel 2: 115.348999
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.002991 1.000000 fi:0.099330. Ave ac:0.006682,0.010609
Initialization: 6.514000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.189000
Kernel 1: 0.027000
Kernel 2: 115.654999
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001923 1.000000 fi:0.099689. Ave ac:0.006579,0.009644
Initialization: 6.583000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.210000
Kernel 1: 0.027000
Kernel 2: 114.367996
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.001282 1.000000 fi:0.099904. Ave ac:0.005419,0.007993
Initialization: 6.545000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.167000
Kernel 1: 0.028000
Kernel 2: 111.727997
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.002350 1.000000 fi:0.099545. Ave ac:0.005515,0.009084
Initialization: 6.627000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.182000
Kernel 1: 0.027000
Kernel 2: 107.012001
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.001709 1.000000 fi:0.099760. Ave ac:0.004879,0.007102
Initialization: 6.575000
Memcpy Classifiers: 0.464000
Memcpy Instances: 9.175000
Kernel 1: 0.026000
Kernel 2: 108.193001
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003205 1.000000 fi:0.099258. Ave ac:0.005181,0.007245
Iteration 10:MDL fitness activated
Error 0.099258 TL 0.033809
MDL Theory Length Weight: 0.9786117627 (1)
Initialization: 6.540000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.194000
Kernel 1: 0.025000
Kernel 2: 107.214996
Copyback: 0.018000
Sum: 0.031000
It 10,Best ac:0.002777 1.000000 fi:0.131824. Ave ac:0.004957,0.007099
Initialization: 6.554000
Memcpy Classifiers: 0.455000
Memcpy Instances: 9.198000
Kernel 1: 0.026000
Kernel 2: 106.866997
Copyback: 0.018000
Sum: 0.034000
It 11,Best ac:0.001495 1.000000 fi:0.127106. Ave ac:0.003784,0.006243
Initialization: 6.542000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.174000
Kernel 1: 0.026000
Kernel 2: 103.675003
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001495 1.000000 fi:0.124510. Ave ac:0.003794,0.005176
Initialization: 6.435000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.207000
Kernel 1: 0.025000
Kernel 2: 102.542000
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001068 1.000000 fi:0.123453. Ave ac:0.003245,0.004687
Initialization: 6.592000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.180000
Kernel 1: 0.025000
Kernel 2: 102.536003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.002137 1.000000 fi:0.129515. Ave ac:0.003294,0.005200
Initialization: 6.636000
Memcpy Classifiers: 0.415000
Memcpy Instances: 12.609000
Kernel 1: 0.023000
Kernel 2: 103.619003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001068 1.000000 fi:0.126135. Ave ac:0.003260,0.008195
Initialization: 6.641000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.200000
Kernel 1: 0.027000
Kernel 2: 107.546997
Copyback: 0.018000
Sum: 0.032000
It 16,Best ac:0.001068 1.000000 fi:0.118142. Ave ac:0.002458,0.003160
Initialization: 6.554000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.181000
Kernel 1: 0.026000
Kernel 2: 106.469002
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001068 1.000000 fi:0.122262. Ave ac:0.003656,0.007002
Initialization: 9.512000
Memcpy Classifiers: 0.711000
Memcpy Instances: 13.389000
Kernel 1: 0.027000
Kernel 2: 107.860001
Copyback: 0.021000
Sum: 0.046000
It 18,Best ac:0.001068 1.000000 fi:0.122169. Ave ac:0.004231,0.006494
Initialization: 6.990000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.815000
Kernel 1: 0.026000
Kernel 2: 105.839996
Copyback: 0.018000
Sum: 0.036000
It 19,Best ac:0.001282 1.000000 fi:0.118070. Ave ac:0.004744,0.006360
Initialization: 6.507000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.215000
Kernel 1: 0.026000
Kernel 2: 106.028999
Copyback: 0.018000
Sum: 0.035000
It 20,Best ac:0.001068 1.000000 fi:0.120374. Ave ac:0.004109,0.007062
Initialization: 7.593000
Memcpy Classifiers: 0.381000
Memcpy Instances: 10.820000
Kernel 1: 0.028000
Kernel 2: 105.453003
Copyback: 0.018000
Sum: 0.038000
It 21,Best ac:0.002350 1.000000 fi:0.126220. Ave ac:0.003318,0.005419
Initialization: 8.632000
Memcpy Classifiers: 0.680000
Memcpy Instances: 9.897000
Kernel 1: 0.034000
Kernel 2: 105.813004
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.001068 1.000000 fi:0.128523. Ave ac:0.003229,0.005419
Initialization: 6.535000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.558000
Kernel 1: 0.035000
Kernel 2: 106.932999
Copyback: 0.018000
Sum: 0.036000
It 23,Best ac:0.001282 1.000000 fi:0.123671. Ave ac:0.002903,0.003810
Initialization: 6.612000
Memcpy Classifiers: 0.466000
Memcpy Instances: 13.501000
Kernel 1: 0.029000
Kernel 2: 107.444000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.003204 1.000000 fi:0.123761. Ave ac:0.003044,0.004449
Initialization: 8.653000
Memcpy Classifiers: 0.615000
Memcpy Instances: 13.219000
Kernel 1: 0.025000
Kernel 2: 103.199997
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001068 1.000000 fi:0.118142. Ave ac:0.002913,0.003580
Initialization: 7.428000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.905000
Kernel 1: 0.026000
Kernel 2: 104.916000
Copyback: 0.018000
Sum: 0.040000
It 26,Best ac:0.001495 1.000000 fi:0.117469. Ave ac:0.002991,0.003548
Initialization: 8.491000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.413000
Kernel 1: 0.025000
Kernel 2: 108.040001
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001282 1.000000 fi:0.120302. Ave ac:0.003154,0.004333
Initialization: 7.939000
Memcpy Classifiers: 0.515000
Memcpy Instances: 11.480000
Kernel 1: 0.027000
Kernel 2: 110.599998
Copyback: 0.018000
Sum: 0.040000
It 28,Best ac:0.003204 1.000000 fi:0.120856. Ave ac:0.002435,0.005335
Initialization: 8.222000
Memcpy Classifiers: 0.490000
Memcpy Instances: 12.276000
Kernel 1: 0.027000
Kernel 2: 112.529999
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.002777 1.000000 fi:0.117325. Ave ac:0.002467,0.003680
Initialization: 8.700000
Memcpy Classifiers: 0.573000
Memcpy Instances: 9.218000
Kernel 1: 0.025000
Kernel 2: 108.779999
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.002136 1.000000 fi:0.117254. Ave ac:0.002220,0.002614
Initialization: 7.679000
Memcpy Classifiers: 0.361000
Memcpy Instances: 12.694000
Kernel 1: 0.028000
Kernel 2: 109.058998
Copyback: 0.018000
Sum: 0.037000
It 31,Best ac:0.001495 1.000000 fi:0.113279. Ave ac:0.002919,0.004087
Initialization: 7.003000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.167000
Kernel 1: 0.025000
Kernel 2: 105.791000
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.002991 1.000000 fi:0.119529. Ave ac:0.002120,0.001885
Initialization: 7.651000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.218000
Kernel 1: 0.026000
Kernel 2: 109.922997
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001068 1.000000 fi:0.120374. Ave ac:0.001374,0.001343
Initialization: 21.350000
Memcpy Instances: 569.317017
Memcpy Classifiers: 0.086000
Kernel 1: 0.035000
Kernel 2: 541.455017
Copyback: 0.369000
Sum: 0.013000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 523.830017
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.058000
Kernel 1: 0.018000
Kernel 2: 509.476013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 535.922974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 528.075012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 510.553009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.022000
Kernel 2: 514.495972
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.021000
Kernel 2: 528.317993
Copyback: 0.021000
Sum: 0.005000
Memcpy Classifiers: 0.059000
Kernel 1: 0.018000
Kernel 2: 530.661011
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.023000
Kernel 2: 522.052002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 532.443970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.020000
Kernel 2: 535.846985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 519.260986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.020000
Kernel 2: 529.807983
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.017000
Kernel 2: 331.259003
Copyback: 0.363000
Sum: 0.001000
It 34,Best ac:0.002145 0.896429 fi:0.223384. Ave ac:0.001947,0.007024
Best acc 0.002145 0.896429
Initialization: 6.500000
Memcpy Classifiers: 0.578000
Memcpy Instances: 9.179000
Kernel 1: 0.027000
Kernel 2: 112.643997
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.005444 accuracy2:0.273027
Initialization: 6.507000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.188000
Kernel 1: 0.027000
Kernel 2: 115.422997
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.001068 0.833333 fi:0.266642. Ave ac:0.006737,0.010227
Initialization: 6.535000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.181000
Kernel 1: 0.027000
Kernel 2: 113.778000
Copyback: 0.018000
Sum: 0.025000
It 1,Best ac:0.001282 0.857143 fi:0.242761. Ave ac:0.007630,0.012808
Initialization: 6.553000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.210000
Kernel 1: 0.025000
Kernel 2: 110.365997
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.003205 0.833333 fi:0.265925. Ave ac:0.009055,0.015518
Initialization: 7.860000
Memcpy Classifiers: 0.850000
Memcpy Instances: 13.228000
Kernel 1: 0.027000
Kernel 2: 110.931999
Copyback: 0.016000
Sum: 0.030000
It 3,Best ac:0.001495 1.000000 fi:0.099832. Ave ac:0.009307,0.016170
Initialization: 6.539000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.190000
Kernel 1: 0.023000
Kernel 2: 113.973999
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001495 1.000000 fi:0.099832. Ave ac:0.010806,0.016641
Initialization: 6.591000
Memcpy Classifiers: 0.506000
Memcpy Instances: 12.305000
Kernel 1: 0.025000
Kernel 2: 108.512001
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.002777 1.000000 fi:0.099402. Ave ac:0.010709,0.017775
Initialization: 6.475000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.201000
Kernel 1: 0.027000
Kernel 2: 108.397003
Copyback: 0.016000
Sum: 0.029000
It 6,Best ac:0.002990 1.000000 fi:0.099330. Ave ac:0.008096,0.012313
Initialization: 6.501000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.183000
Kernel 1: 0.026000
Kernel 2: 107.261002
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.002136 1.000000 fi:0.099617. Ave ac:0.005568,0.008694
Initialization: 6.534000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.173000
Kernel 1: 0.025000
Kernel 2: 100.732002
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004913 1.000000 fi:0.098685. Ave ac:0.005759,0.008543
Initialization: 6.616000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.181000
Kernel 1: 0.026000
Kernel 2: 102.388000
Copyback: 0.017000
Sum: 0.025000
It 9,Best ac:0.002777 1.000000 fi:0.099402. Ave ac:0.004323,0.006320
Iteration 10:MDL fitness activated
Error 0.099402 TL 0.031085
MDL Theory Length Weight: 1.0659021968 (2)
Initialization: 6.512000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.206000
Kernel 1: 0.026000
Kernel 2: 100.103996
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.002136 1.000000 fi:0.121584. Ave ac:0.003607,0.005508
Initialization: 6.413000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.186000
Kernel 1: 0.026000
Kernel 2: 100.971001
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.001495 1.000000 fi:0.125690. Ave ac:0.003620,0.004403
Initialization: 6.548000
Memcpy Classifiers: 0.417000
Memcpy Instances: 13.454000
Kernel 1: 0.029000
Kernel 2: 101.696999
Copyback: 0.017000
Sum: 0.026000
It 12,Best ac:0.001495 1.000000 fi:0.127978. Ave ac:0.003668,0.004564
Initialization: 6.572000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.170000
Kernel 1: 0.027000
Kernel 2: 100.123001
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.004486 1.000000 fi:0.129024. Ave ac:0.002781,0.003147
Initialization: 6.634000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.185000
Kernel 1: 0.025000
Kernel 2: 101.452003
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001495 1.000000 fi:0.123888. Ave ac:0.003423,0.003800
Initialization: 6.540000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.187000
Kernel 1: 0.026000
Kernel 2: 101.237000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001068 1.000000 fi:0.124031. Ave ac:0.003514,0.004890
Initialization: 6.508000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.196000
Kernel 1: 0.027000
Kernel 2: 100.066002
Copyback: 0.017000
Sum: 0.026000
It 16,Best ac:0.001923 1.000000 fi:0.124872. Ave ac:0.003363,0.005803
Initialization: 6.558000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.200000
Kernel 1: 0.025000
Kernel 2: 100.150002
Copyback: 0.018000
Sum: 0.025000
It 17,Best ac:0.001282 1.000000 fi:0.126815. Ave ac:0.002630,0.003149
Initialization: 6.529000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.238000
Kernel 1: 0.027000
Kernel 2: 99.892998
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.001068 1.000000 fi:0.125833. Ave ac:0.003120,0.005230
Initialization: 6.636000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.162000
Kernel 1: 0.026000
Kernel 2: 100.848999
Copyback: 0.016000
Sum: 0.028000
It 19,Best ac:0.003204 1.000000 fi:0.127527. Ave ac:0.003291,0.004393
MDL Theory Length Weight: 0.9593119771 (12)
Initialization: 6.500000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.204000
Kernel 1: 0.025000
Kernel 2: 101.568001
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001495 1.000000 fi:0.122618. Ave ac:0.002896,0.004226
Initialization: 6.522000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.182000
Kernel 1: 0.024000
Kernel 2: 102.142998
Copyback: 0.018000
Sum: 0.026000
It 21,Best ac:0.002564 1.000000 fi:0.126638. Ave ac:0.002818,0.003472
Initialization: 6.535000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.174000
Kernel 1: 0.026000
Kernel 2: 102.530998
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.002777 1.000000 fi:0.120530. Ave ac:0.003087,0.004077
Initialization: 6.505000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.194000
Kernel 1: 0.024000
Kernel 2: 101.655998
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001282 1.000000 fi:0.122641. Ave ac:0.002981,0.005945
Initialization: 6.823000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.165000
Kernel 1: 0.026000
Kernel 2: 101.115997
Copyback: 0.019000
Sum: 0.037000
It 24,Best ac:0.001282 1.000000 fi:0.124973. Ave ac:0.003122,0.003653
Initialization: 7.784000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.203000
Kernel 1: 0.026000
Kernel 2: 98.616997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.003205 1.000000 fi:0.120386. Ave ac:0.002722,0.003331
Initialization: 6.491000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.178000
Kernel 1: 0.024000
Kernel 2: 95.572998
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.003845 1.000000 fi:0.121415. Ave ac:0.003384,0.003389
Initialization: 6.538000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.173000
Kernel 1: 0.025000
Kernel 2: 92.822998
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001923 1.000000 fi:0.121650. Ave ac:0.002771,0.003573
Initialization: 6.677000
Memcpy Classifiers: 0.353000
Memcpy Instances: 11.970000
Kernel 1: 0.026000
Kernel 2: 96.984001
Copyback: 0.018000
Sum: 0.042000
It 28,Best ac:0.002350 1.000000 fi:0.120674. Ave ac:0.003163,0.004427
Initialization: 8.849000
Memcpy Classifiers: 0.593000
Memcpy Instances: 9.349000
Kernel 1: 0.023000
Kernel 2: 96.721001
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001495 1.000000 fi:0.121172. Ave ac:0.002979,0.005174
Initialization: 6.594000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.188000
Kernel 1: 0.026000
Kernel 2: 96.045998
Copyback: 0.019000
Sum: 0.033000
It 30,Best ac:0.002991 1.000000 fi:0.118740. Ave ac:0.002941,0.004008
Initialization: 6.602000
Memcpy Classifiers: 0.378000
Memcpy Instances: 11.473000
Kernel 1: 0.025000
Kernel 2: 95.794998
Copyback: 0.018000
Sum: 0.030000
It 31,Best ac:0.002991 1.000000 fi:0.117229. Ave ac:0.003136,0.003434
Initialization: 6.555000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.178000
Kernel 1: 0.025000
Kernel 2: 94.775002
Copyback: 0.016000
Sum: 0.031000
It 32,Best ac:0.001495 1.000000 fi:0.118344. Ave ac:0.003394,0.004041
Initialization: 6.474000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.200000
Kernel 1: 0.024000
Kernel 2: 93.702003
Copyback: 0.018000
Sum: 0.029000
It 33,Best ac:0.002137 1.000000 fi:0.114641. Ave ac:0.002661,0.002674
Initialization: 21.169001
Memcpy Instances: 459.902008
Memcpy Classifiers: 0.067000
Kernel 1: 0.029000
Kernel 2: 464.218994
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 482.308990
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 464.092987
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 486.540985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 501.815002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 470.011993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 464.826996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 464.419006
Copyback: 0.015000
Sum: 0.000000
Memcpy Classifiers: 0.064000
Kernel 1: 0.011000
Kernel 2: 467.420013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 486.915985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 479.738007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.019000
Kernel 2: 473.694000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 469.825012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 490.378998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 281.700012
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.003064 0.885185 fi:0.235249. Ave ac:0.002609,0.009724
Best acc 0.003064 0.885185
Rule:Att PSSM_-2_4 is [-6.028810,6.197156]|Att PSSM_-1_14 is [>-0.473060]|Att PSSM_0_2 is [-5.875922,-4.635969]|Att PSSM_0_11 is [<5.211234]|Att PSSM_0_13 is [-1.533099,6.358008]|Att PSSM_1_7 is [<-3.924822]|Att PSSM_2_7 is [<-2.044554]|1
Accuracy : 0.703467
0	1	
163993	87	
69491	1067	
Removed 560 instances. 233484 Instances left. Acc of rule 0.002145-0.896429
Initialization: 6.537000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.197000
Kernel 1: 0.027000
Kernel 2: 114.092003
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.006024 accuracy2:0.270142
Initialization: 6.573000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.191000
Kernel 1: 0.025000
Kernel 2: 116.040001
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.001285 1.000000 fi:0.099901. Ave ac:0.007456,0.013475
Initialization: 6.581000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.143000
Kernel 1: 0.026000
Kernel 2: 111.988998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.001713 0.888889 fi:0.210867. Ave ac:0.008846,0.015477
Initialization: 6.513000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.173000
Kernel 1: 0.024000
Kernel 2: 108.471001
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001499 1.000000 fi:0.099828. Ave ac:0.007764,0.013729
Initialization: 6.568000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.155000
Kernel 1: 0.025000
Kernel 2: 107.322998
Copyback: 0.018000
Sum: 0.029000
It 3,Best ac:0.001499 1.000000 fi:0.099828. Ave ac:0.006367,0.012320
Initialization: 6.487000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.177000
Kernel 1: 0.026000
Kernel 2: 109.172997
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001499 1.000000 fi:0.099828. Ave ac:0.006072,0.010393
Initialization: 6.442000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.191000
Kernel 1: 0.025000
Kernel 2: 106.589996
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.002784 1.000000 fi:0.099395. Ave ac:0.006092,0.010519
Initialization: 6.614000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.144000
Kernel 1: 0.026000
Kernel 2: 104.598999
Copyback: 0.018000
Sum: 0.028000
It 6,Best ac:0.002570 1.000000 fi:0.099467. Ave ac:0.005420,0.008687
Initialization: 6.552000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.169000
Kernel 1: 0.025000
Kernel 2: 104.853996
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.002141 1.000000 fi:0.099612. Ave ac:0.004055,0.007902
Initialization: 6.570000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.172000
Kernel 1: 0.025000
Kernel 2: 103.418999
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.002355 1.000000 fi:0.099540. Ave ac:0.003676,0.005816
Initialization: 6.580000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.162000
Kernel 1: 0.026000
Kernel 2: 104.380997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.005139 1.000000 fi:0.098665. Ave ac:0.003940,0.008111
Iteration 10:MDL fitness activated
Error 0.098665 TL 0.033401
MDL Theory Length Weight: 0.9846542752 (1)
Initialization: 6.582000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.141000
Kernel 1: 0.026000
Kernel 2: 101.402000
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.001928 1.000000 fi:0.117232. Ave ac:0.003818,0.006086
Initialization: 6.579000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.149000
Kernel 1: 0.025000
Kernel 2: 101.560997
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001285 1.000000 fi:0.124676. Ave ac:0.004357,0.006669
Initialization: 6.564000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.188000
Kernel 1: 0.026000
Kernel 2: 101.778000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.002142 1.000000 fi:0.125349. Ave ac:0.003947,0.010323
Initialization: 6.558000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.183000
Kernel 1: 0.025000
Kernel 2: 101.352997
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.004926 1.000000 fi:0.124190. Ave ac:0.003743,0.006055
Initialization: 6.509000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.174000
Kernel 1: 0.025000
Kernel 2: 104.225998
Copyback: 0.016000
Sum: 0.027000
It 14,Best ac:0.001713 1.000000 fi:0.121316. Ave ac:0.003650,0.007916
Initialization: 6.569000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.202000
Kernel 1: 0.024000
Kernel 2: 104.029999
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.002998 1.000000 fi:0.121225. Ave ac:0.003194,0.005500
Initialization: 6.560000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.145000
Kernel 1: 0.027000
Kernel 2: 104.629997
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001713 1.000000 fi:0.124761. Ave ac:0.004036,0.007764
Initialization: 6.550000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.175000
Kernel 1: 0.026000
Kernel 2: 105.319000
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.004069 1.000000 fi:0.116510. Ave ac:0.003690,0.005574
Initialization: 6.608000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.163000
Kernel 1: 0.025000
Kernel 2: 102.805000
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001499 1.000000 fi:0.125035. Ave ac:0.003500,0.005018
Initialization: 6.478000
Memcpy Classifiers: 0.428000
Memcpy Instances: 9.158000
Kernel 1: 0.026000
Kernel 2: 98.977997
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.001071 1.000000 fi:0.124616. Ave ac:0.002785,0.003949
Initialization: 6.534000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.174000
Kernel 1: 0.024000
Kernel 2: 103.526001
Copyback: 0.017000
Sum: 0.025000
It 20,Best ac:0.001071 1.000000 fi:0.123934. Ave ac:0.003384,0.004674
Initialization: 6.585000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.144000
Kernel 1: 0.026000
Kernel 2: 101.371002
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.004926 1.000000 fi:0.120526. Ave ac:0.003241,0.004988
Initialization: 6.540000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.164000
Kernel 1: 0.025000
Kernel 2: 100.503998
Copyback: 0.018000
Sum: 0.032000
It 22,Best ac:0.002142 1.000000 fi:0.121172. Ave ac:0.003482,0.006491
Initialization: 6.542000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.164000
Kernel 1: 0.031000
Kernel 2: 99.765999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.002355 1.000000 fi:0.124724. Ave ac:0.002792,0.004634
Initialization: 6.581000
Memcpy Classifiers: 0.423000
Memcpy Instances: 9.148000
Kernel 1: 0.026000
Kernel 2: 99.683998
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001713 1.000000 fi:0.121702. Ave ac:0.003179,0.004385
Initialization: 6.525000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.167000
Kernel 1: 0.026000
Kernel 2: 101.891998
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001713 1.000000 fi:0.116986. Ave ac:0.003282,0.004180
Initialization: 6.606000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.197000
Kernel 1: 0.026000
Kernel 2: 102.072998
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001927 1.000000 fi:0.121156. Ave ac:0.002966,0.003797
MDL Theory Length Weight: 0.8861888477 (10)
Initialization: 6.561000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.130000
Kernel 1: 0.026000
Kernel 2: 104.113998
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.003854 1.000000 fi:0.116289. Ave ac:0.003365,0.004352
Initialization: 6.537000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.202000
Kernel 1: 0.026000
Kernel 2: 103.946999
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.002570 1.000000 fi:0.118317. Ave ac:0.002542,0.002993
Initialization: 6.504000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.178000
Kernel 1: 0.027000
Kernel 2: 103.358002
Copyback: 0.018000
Sum: 0.027000
It 29,Best ac:0.003854 1.000000 fi:0.117406. Ave ac:0.002880,0.003769
Initialization: 6.547000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.157000
Kernel 1: 0.025000
Kernel 2: 100.571999
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001713 1.000000 fi:0.114690. Ave ac:0.001906,0.003504
Initialization: 6.539000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.175000
Kernel 1: 0.024000
Kernel 2: 101.183998
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.002998 1.000000 fi:0.116577. Ave ac:0.003614,0.004203
Initialization: 6.566000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.169000
Kernel 1: 0.024000
Kernel 2: 100.615997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.002998 1.000000 fi:0.114484. Ave ac:0.002621,0.003247
Initialization: 6.596000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.184000
Kernel 1: 0.024000
Kernel 2: 97.610001
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.002142 1.000000 fi:0.115581. Ave ac:0.002831,0.003311
Initialization: 21.304001
Memcpy Instances: 543.231018
Memcpy Classifiers: 0.065000
Kernel 1: 0.027000
Kernel 2: 487.158997
Copyback: 0.014000
Sum: 0.013000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 474.230988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.017000
Kernel 2: 479.725006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 474.936005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.016000
Kernel 2: 490.328003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 488.406006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 465.911011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.016000
Kernel 2: 483.442993
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.021000
Kernel 2: 488.183014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 499.338013
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.021000
Kernel 2: 467.286011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.021000
Kernel 2: 471.210999
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.021000
Kernel 2: 480.131989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.015000
Kernel 2: 497.950012
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.020000
Kernel 2: 299.848999
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.003401 0.918981 fi:0.198577. Ave ac:0.003350,0.013018
Best acc 0.003401 0.918981
Initialization: 8.589000
Memcpy Classifiers: 0.583000
Memcpy Instances: 14.252000
Kernel 1: 0.029000
Kernel 2: 116.664001
Copyback: 0.018000
Sum: 0.043000
Initial population average accuracy1:0.005480 accuracy2:0.288013
Initialization: 7.626000
Memcpy Classifiers: 0.505000
Memcpy Instances: 12.084000
Kernel 1: 0.035000
Kernel 2: 116.350998
Copyback: 0.020000
Sum: 0.073000
It 0,Best ac:0.001071 0.833333 fi:0.266639. Ave ac:0.006317,0.011285
Initialization: 6.569000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.803000
Kernel 1: 0.025000
Kernel 2: 112.920998
Copyback: 0.020000
Sum: 0.039000
It 1,Best ac:0.001071 1.000000 fi:0.099973. Ave ac:0.006517,0.012461
Initialization: 6.492000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.836000
Kernel 1: 0.034000
Kernel 2: 111.650002
Copyback: 0.018000
Sum: 0.038000
It 2,Best ac:0.001713 1.000000 fi:0.099756. Ave ac:0.005844,0.011395
Initialization: 9.751000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.430000
Kernel 1: 0.026000
Kernel 2: 109.537003
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.001071 1.000000 fi:0.099973. Ave ac:0.006058,0.010589
Initialization: 9.197000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.926000
Kernel 1: 0.035000
Kernel 2: 108.957001
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001071 1.000000 fi:0.099973. Ave ac:0.004972,0.007086
Initialization: 7.385000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.144000
Kernel 1: 0.027000
Kernel 2: 105.834000
Copyback: 0.018000
Sum: 0.029000
It 5,Best ac:0.001499 1.000000 fi:0.099828. Ave ac:0.004335,0.006765
Initialization: 6.566000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.318000
Kernel 1: 0.025000
Kernel 2: 106.989998
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.001713 1.000000 fi:0.099756. Ave ac:0.003923,0.005320
Initialization: 6.543000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.178000
Kernel 1: 0.027000
Kernel 2: 107.089996
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.002355 1.000000 fi:0.099540. Ave ac:0.003991,0.007366
Initialization: 6.498000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.175000
Kernel 1: 0.026000
Kernel 2: 110.787003
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001927 1.000000 fi:0.099684. Ave ac:0.004185,0.009175
Initialization: 6.551000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.148000
Kernel 1: 0.027000
Kernel 2: 108.306000
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001928 1.000000 fi:0.099684. Ave ac:0.003329,0.005089
Iteration 10:MDL fitness activated
Error 0.099684 TL 0.041481
MDL Theory Length Weight: 0.8010316609 (3)
Initialization: 6.513000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.153000
Kernel 1: 0.027000
Kernel 2: 111.254997
Copyback: 0.017000
Sum: 0.025000
It 10,Best ac:0.002142 1.000000 fi:0.125310. Ave ac:0.002943,0.003449
Initialization: 6.358000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.950000
Kernel 1: 0.030000
Kernel 2: 116.710999
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.001071 1.000000 fi:0.117390. Ave ac:0.002692,0.002978
Initialization: 6.547000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.783000
Kernel 1: 0.035000
Kernel 2: 114.183998
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.002998 1.000000 fi:0.127123. Ave ac:0.003137,0.003303
Initialization: 6.561000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.138000
Kernel 1: 0.027000
Kernel 2: 110.322998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001713 1.000000 fi:0.118084. Ave ac:0.003442,0.003780
Initialization: 6.555000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.156000
Kernel 1: 0.026000
Kernel 2: 109.992996
Copyback: 0.018000
Sum: 0.028000
It 14,Best ac:0.003213 1.000000 fi:0.118377. Ave ac:0.002892,0.003589
Initialization: 6.467000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.180000
Kernel 1: 0.026000
Kernel 2: 114.593002
Copyback: 0.018000
Sum: 0.029000
It 15,Best ac:0.002141 1.000000 fi:0.116726. Ave ac:0.002806,0.003840
Initialization: 6.476000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.167000
Kernel 1: 0.025000
Kernel 2: 115.198997
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.002355 1.000000 fi:0.117151. Ave ac:0.002991,0.003775
Initialization: 6.516000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.178000
Kernel 1: 0.025000
Kernel 2: 114.523003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001071 1.000000 fi:0.118301. Ave ac:0.003155,0.003993
Initialization: 6.511000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.140000
Kernel 1: 0.027000
Kernel 2: 112.402000
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.002784 1.000000 fi:0.121523. Ave ac:0.002768,0.002862
Initialization: 6.415000
Memcpy Classifiers: 0.435000
Memcpy Instances: 12.487000
Kernel 1: 0.029000
Kernel 2: 113.277000
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.002998 1.000000 fi:0.113764. Ave ac:0.003245,0.004595
Initialization: 6.508000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.152000
Kernel 1: 0.027000
Kernel 2: 108.045998
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001499 1.000000 fi:0.126829. Ave ac:0.002558,0.002953
Initialization: 6.458000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.191000
Kernel 1: 0.027000
Kernel 2: 106.194000
Copyback: 0.018000
Sum: 0.030000
It 21,Best ac:0.001285 1.000000 fi:0.123540. Ave ac:0.002243,0.003006
Initialization: 6.561000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.207000
Kernel 1: 0.024000
Kernel 2: 105.648003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001927 1.000000 fi:0.116510. Ave ac:0.002541,0.003268
Initialization: 6.463000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.163000
Kernel 1: 0.026000
Kernel 2: 103.160004
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001285 1.000000 fi:0.116502. Ave ac:0.002367,0.003041
Initialization: 8.461000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.157000
Kernel 1: 0.026000
Kernel 2: 101.206001
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001071 1.000000 fi:0.117656. Ave ac:0.002770,0.003619
Initialization: 6.533000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.160000
Kernel 1: 0.026000
Kernel 2: 103.900002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002141 1.000000 fi:0.113850. Ave ac:0.003188,0.003820
Initialization: 6.621000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.177000
Kernel 1: 0.024000
Kernel 2: 102.098999
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001499 1.000000 fi:0.116111. Ave ac:0.003054,0.003783
Initialization: 8.989000
Memcpy Classifiers: 0.422000
Memcpy Instances: 12.215000
Kernel 1: 0.023000
Kernel 2: 100.335999
Copyback: 0.018000
Sum: 0.040000
It 27,Best ac:0.001285 1.000000 fi:0.113385. Ave ac:0.002369,0.002718
Initialization: 7.351000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.544000
Kernel 1: 0.025000
Kernel 2: 96.448997
Copyback: 0.018000
Sum: 0.040000
It 28,Best ac:0.003427 1.000000 fi:0.114327. Ave ac:0.002003,0.002600
Initialization: 7.676000
Memcpy Classifiers: 0.400000
Memcpy Instances: 11.497000
Kernel 1: 0.029000
Kernel 2: 98.356003
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001499 1.000000 fi:0.114978. Ave ac:0.001919,0.003648
Initialization: 7.212000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.142000
Kernel 1: 0.027000
Kernel 2: 103.404999
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001713 1.000000 fi:0.115899. Ave ac:0.002620,0.004586
Initialization: 6.473000
Memcpy Classifiers: 0.361000
Memcpy Instances: 11.709000
Kernel 1: 0.024000
Kernel 2: 99.195000
Copyback: 0.020000
Sum: 0.039000
It 31,Best ac:0.001285 1.000000 fi:0.113188. Ave ac:0.002114,0.002813
Initialization: 6.604000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.179000
Kernel 1: 0.023000
Kernel 2: 102.839996
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.004497 1.000000 fi:0.113355. Ave ac:0.002828,0.003112
Initialization: 6.538000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.163000
Kernel 1: 0.025000
Kernel 2: 101.413002
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.001071 1.000000 fi:0.113457. Ave ac:0.002976,0.004008
Initialization: 21.084999
Memcpy Instances: 514.578979
Memcpy Classifiers: 0.066000
Kernel 1: 0.026000
Kernel 2: 492.177002
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.091000
Kernel 1: 0.023000
Kernel 2: 481.397003
Copyback: 0.020000
Sum: 0.004000
Memcpy Classifiers: 0.074000
Kernel 1: 0.019000
Kernel 2: 479.117004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 503.751007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 492.553986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 491.441010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 498.700012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 499.431000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.017000
Kernel 2: 483.740997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 477.018005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 502.622986
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.021000
Kernel 2: 487.056000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 493.821991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 484.630005
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 289.415009
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001353 0.875346 fi:0.241357. Ave ac:0.003105,0.011429
Best acc 0.001353 0.875346
Rule:Att PSSM_-3_4 is [<5.498361]|Att PSSM_-1_7 is [<-3.344994]|Att PSSM_-1_9 is [<9.574473]|Att PSSM_0_5 is [-2.593934,9.247800]|Att PSSM_0_12 is [<-4.013433]|Att PSSM_1_12 is [-6.627274,-1.718144]|Att PSSM_2_14 is [<4.132431]|Att PSSM_3_12 is [-6.265262,-0.041916]|1
Accuracy : 0.706552
0	1	
163923	157	
68697	1861	
Removed 864 instances. 232620 Instances left. Acc of rule 0.003401-0.918981
Initialization: 7.010000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.205000
Kernel 1: 0.026000
Kernel 2: 111.525002
Copyback: 0.017000
Sum: 0.031000
Initial population average accuracy1:0.006429 accuracy2:0.285150
Initialization: 8.482000
Memcpy Classifiers: 0.665000
Memcpy Instances: 10.352000
Kernel 1: 0.025000
Kernel 2: 113.907997
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.001289 0.857143 fi:0.242753. Ave ac:0.008003,0.014002
Initialization: 7.435000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.588000
Kernel 1: 0.027000
Kernel 2: 109.046997
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.001505 0.875000 fi:0.224822. Ave ac:0.007199,0.013231
Initialization: 6.552000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.984000
Kernel 1: 0.027000
Kernel 2: 104.570999
Copyback: 0.019000
Sum: 0.040000
It 2,Best ac:0.001505 1.000000 fi:0.099822. Ave ac:0.005696,0.009554
Initialization: 7.945000
Memcpy Classifiers: 0.872000
Memcpy Instances: 9.576000
Kernel 1: 0.026000
Kernel 2: 103.304001
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.001504 1.000000 fi:0.099822. Ave ac:0.006163,0.013387
Initialization: 6.582000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.116000
Kernel 1: 0.025000
Kernel 2: 99.636002
Copyback: 0.018000
Sum: 0.039000
It 4,Best ac:0.001075 1.000000 fi:0.099969. Ave ac:0.005536,0.010195
Initialization: 7.710000
Memcpy Classifiers: 0.776000
Memcpy Instances: 14.131000
Kernel 1: 0.025000
Kernel 2: 101.108002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001505 1.000000 fi:0.099822. Ave ac:0.005199,0.009084
Initialization: 9.195000
Memcpy Classifiers: 0.809000
Memcpy Instances: 13.183000
Kernel 1: 0.027000
Kernel 2: 99.168999
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.001289 1.000000 fi:0.099896. Ave ac:0.004680,0.008080
Initialization: 7.513000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.705000
Kernel 1: 0.025000
Kernel 2: 98.828003
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.001934 1.000000 fi:0.099676. Ave ac:0.004932,0.007733
Initialization: 6.857000
Memcpy Classifiers: 0.452000
Memcpy Instances: 12.466000
Kernel 1: 0.026000
Kernel 2: 101.217003
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.003654 1.000000 fi:0.099092. Ave ac:0.005234,0.008083
Initialization: 7.030000
Memcpy Classifiers: 0.455000
Memcpy Instances: 11.888000
Kernel 1: 0.024000
Kernel 2: 100.513000
Copyback: 0.018000
Sum: 0.040000
It 9,Best ac:0.002794 1.000000 fi:0.099384. Ave ac:0.004557,0.008552
Iteration 10:MDL fitness activated
Error 0.099384 TL 0.022875
MDL Theory Length Weight: 1.4482419349 (2)
Initialization: 6.573000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.155000
Kernel 1: 0.025000
Kernel 2: 97.511002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001505 1.000000 fi:0.141847. Ave ac:0.004840,0.008736
Initialization: 6.578000
Memcpy Classifiers: 0.381000
Memcpy Instances: 12.909000
Kernel 1: 0.027000
Kernel 2: 95.121002
Copyback: 0.018000
Sum: 0.036000
It 11,Best ac:0.005589 1.000000 fi:0.133505. Ave ac:0.004351,0.006902
Initialization: 8.318000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.841000
Kernel 1: 0.034000
Kernel 2: 94.412003
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.003224 1.000000 fi:0.138577. Ave ac:0.004280,0.005539
Initialization: 7.836000
Memcpy Classifiers: 0.516000
Memcpy Instances: 10.895000
Kernel 1: 0.024000
Kernel 2: 93.985001
Copyback: 0.018000
Sum: 0.033000
It 13,Best ac:0.002794 1.000000 fi:0.127914. Ave ac:0.004373,0.006952
Initialization: 6.638000
Memcpy Classifiers: 0.360000
Memcpy Instances: 9.122000
Kernel 1: 0.024000
Kernel 2: 93.550003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.002149 1.000000 fi:0.127235. Ave ac:0.003598,0.004376
Initialization: 7.614000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.130000
Kernel 1: 0.025000
Kernel 2: 91.183998
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.001289 1.000000 fi:0.133535. Ave ac:0.003671,0.005317
Initialization: 6.546000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.170000
Kernel 1: 0.025000
Kernel 2: 91.602997
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003224 1.000000 fi:0.127914. Ave ac:0.004045,0.005128
Initialization: 6.600000
Memcpy Classifiers: 0.351000
Memcpy Instances: 10.487000
Kernel 1: 0.025000
Kernel 2: 90.932999
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.002794 1.000000 fi:0.129417. Ave ac:0.004007,0.004272
Initialization: 8.624000
Memcpy Classifiers: 0.354000
Memcpy Instances: 12.355000
Kernel 1: 0.025000
Kernel 2: 93.551003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.002579 1.000000 fi:0.124170. Ave ac:0.002754,0.003360
Initialization: 6.744000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.106000
Kernel 1: 0.024000
Kernel 2: 92.160004
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.002365 1.000000 fi:0.115315. Ave ac:0.002763,0.010348
Initialization: 6.962000
Memcpy Classifiers: 0.362000
Memcpy Instances: 11.363000
Kernel 1: 0.023000
Kernel 2: 94.051003
Copyback: 0.018000
Sum: 0.039000
It 20,Best ac:0.001075 1.000000 fi:0.132715. Ave ac:0.004653,0.006295
Initialization: 6.582000
Memcpy Classifiers: 0.321000
Memcpy Instances: 11.582000
Kernel 1: 0.025000
Kernel 2: 96.044998
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.002365 1.000000 fi:0.130112. Ave ac:0.003502,0.004506
Initialization: 7.742000
Memcpy Classifiers: 0.461000
Memcpy Instances: 9.576000
Kernel 1: 0.024000
Kernel 2: 97.959999
Copyback: 0.019000
Sum: 0.040000
It 22,Best ac:0.002364 1.000000 fi:0.122064. Ave ac:0.003176,0.004477
Initialization: 7.730000
Memcpy Classifiers: 0.616000
Memcpy Instances: 13.161000
Kernel 1: 0.028000
Kernel 2: 92.573997
Copyback: 0.018000
Sum: 0.038000
It 23,Best ac:0.001720 1.000000 fi:0.120786. Ave ac:0.004290,0.006174
Initialization: 7.942000
Memcpy Classifiers: 0.534000
Memcpy Instances: 10.672000
Kernel 1: 0.024000
Kernel 2: 90.379997
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001505 1.000000 fi:0.127839. Ave ac:0.003764,0.006584
Initialization: 6.562000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.116000
Kernel 1: 0.025000
Kernel 2: 90.931999
Copyback: 0.018000
Sum: 0.041000
It 25,Best ac:0.001935 1.000000 fi:0.119501. Ave ac:0.003221,0.005073
Initialization: 6.663000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.105000
Kernel 1: 0.026000
Kernel 2: 91.334000
Copyback: 0.018000
Sum: 0.042000
It 26,Best ac:0.001504 1.000000 fi:0.120860. Ave ac:0.003142,0.004395
Initialization: 8.897000
Memcpy Classifiers: 0.322000
Memcpy Instances: 13.962000
Kernel 1: 0.028000
Kernel 2: 86.573997
Copyback: 0.018000
Sum: 0.038000
It 27,Best ac:0.001075 1.000000 fi:0.121006. Ave ac:0.003028,0.004495
Initialization: 6.573000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.122000
Kernel 1: 0.025000
Kernel 2: 87.075996
Copyback: 0.019000
Sum: 0.041000
It 28,Best ac:0.001075 1.000000 fi:0.122767. Ave ac:0.003253,0.004597
MDL Theory Length Weight: 1.3034177414 (10)
Initialization: 8.578000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.127000
Kernel 1: 0.025000
Kernel 2: 88.751999
Copyback: 0.018000
Sum: 0.038000
It 29,Best ac:0.002364 1.000000 fi:0.116055. Ave ac:0.002949,0.004153
Initialization: 6.598000
Memcpy Classifiers: 0.323000
Memcpy Instances: 10.835000
Kernel 1: 0.025000
Kernel 2: 86.960999
Copyback: 0.018000
Sum: 0.036000
It 30,Best ac:0.001719 1.000000 fi:0.118955. Ave ac:0.003577,0.005199
Initialization: 8.492000
Memcpy Classifiers: 0.502000
Memcpy Instances: 13.317000
Kernel 1: 0.027000
Kernel 2: 83.772003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.002794 1.000000 fi:0.116126. Ave ac:0.003210,0.005408
Initialization: 6.576000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.434000
Kernel 1: 0.043000
Kernel 2: 83.282997
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.003654 1.000000 fi:0.116186. Ave ac:0.003395,0.004772
Initialization: 7.891000
Memcpy Classifiers: 0.429000
Memcpy Instances: 9.745000
Kernel 1: 0.034000
Kernel 2: 85.130997
Copyback: 0.019000
Sum: 0.037000
It 33,Best ac:0.001504 1.000000 fi:0.117665. Ave ac:0.002862,0.003872
Initialization: 23.489000
Memcpy Instances: 499.652008
Memcpy Classifiers: 0.052000
Kernel 1: 0.025000
Kernel 2: 440.990997
Copyback: 0.015000
Sum: 0.006000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 446.441010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.016000
Kernel 2: 432.984985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 431.584015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 452.213013
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.022000
Kernel 2: 457.709991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 439.626007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 452.223999
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 466.528992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.020000
Kernel 2: 437.738007
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.016000
Kernel 2: 446.153015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.011000
Kernel 2: 441.019989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.011000
Kernel 2: 443.042999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 434.269989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 262.089996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001277 0.870968 fi:0.258404. Ave ac:0.004012,0.015883
Best acc 0.001277 0.870968
Initialization: 6.721000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.130000
Kernel 1: 0.026000
Kernel 2: 112.893997
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.006505 accuracy2:0.293115
Initialization: 6.433000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.128000
Kernel 1: 0.024000
Kernel 2: 113.577003
Copyback: 0.016000
Sum: 0.030000
It 0,Best ac:0.002364 0.916667 fi:0.182864. Ave ac:0.008070,0.014006
Initialization: 6.533000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.107000
Kernel 1: 0.025000
Kernel 2: 110.252998
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001720 1.000000 fi:0.099749. Ave ac:0.008534,0.012980
Initialization: 6.556000
Memcpy Classifiers: 0.469000
Memcpy Instances: 13.995000
Kernel 1: 0.029000
Kernel 2: 108.376999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.002150 0.909091 fi:0.190512. Ave ac:0.006797,0.010992
Initialization: 6.565000
Memcpy Classifiers: 0.460000
Memcpy Instances: 9.118000
Kernel 1: 0.023000
Kernel 2: 105.677002
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.001505 1.000000 fi:0.099822. Ave ac:0.007125,0.013355
Initialization: 7.352000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.560000
Kernel 1: 0.030000
Kernel 2: 104.016998
Copyback: 0.018000
Sum: 0.026000
It 4,Best ac:0.003009 1.000000 fi:0.099311. Ave ac:0.005508,0.010384
Initialization: 7.886000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.588000
Kernel 1: 0.024000
Kernel 2: 101.710999
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001935 1.000000 fi:0.099676. Ave ac:0.006025,0.014540
Initialization: 8.602000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.466000
Kernel 1: 0.033000
Kernel 2: 100.938004
Copyback: 0.018000
Sum: 0.038000
It 6,Best ac:0.003009 1.000000 fi:0.099311. Ave ac:0.005148,0.008968
Initialization: 6.493000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.132000
Kernel 1: 0.023000
Kernel 2: 101.026001
Copyback: 0.018000
Sum: 0.028000
It 7,Best ac:0.003009 1.000000 fi:0.099311. Ave ac:0.005659,0.009019
Initialization: 6.508000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.151000
Kernel 1: 0.023000
Kernel 2: 100.286003
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.002364 1.000000 fi:0.099530. Ave ac:0.004406,0.008057
Initialization: 6.626000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.108000
Kernel 1: 0.025000
Kernel 2: 96.337997
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.002365 1.000000 fi:0.099530. Ave ac:0.003785,0.005800
Iteration 10:MDL fitness activated
Error 0.099530 TL 0.044861
MDL Theory Length Weight: 0.7395484387 (6)
Initialization: 9.064000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.103000
Kernel 1: 0.026000
Kernel 2: 95.718002
Copyback: 0.018000
Sum: 0.027000
It 10,Best ac:0.003654 1.000000 fi:0.114496. Ave ac:0.004019,0.005626
Initialization: 6.532000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.106000
Kernel 1: 0.024000
Kernel 2: 95.092003
Copyback: 0.018000
Sum: 0.030000
It 11,Best ac:0.002150 1.000000 fi:0.109952. Ave ac:0.004687,0.008314
Initialization: 6.457000
Memcpy Classifiers: 0.360000
Memcpy Instances: 9.132000
Kernel 1: 0.025000
Kernel 2: 93.511002
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001935 1.000000 fi:0.114057. Ave ac:0.003368,0.005535
Initialization: 6.452000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.145000
Kernel 1: 0.025000
Kernel 2: 95.744003
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.003009 1.000000 fi:0.113692. Ave ac:0.003886,0.006110
Initialization: 6.479000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.130000
Kernel 1: 0.024000
Kernel 2: 94.503998
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001290 1.000000 fi:0.114899. Ave ac:0.003681,0.005412
Initialization: 6.536000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.115000
Kernel 1: 0.024000
Kernel 2: 96.499001
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.003439 1.000000 fi:0.112348. Ave ac:0.003675,0.004672
Initialization: 6.504000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.125000
Kernel 1: 0.024000
Kernel 2: 93.495003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003654 1.000000 fi:0.114211. Ave ac:0.003548,0.004338
Initialization: 6.497000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.136000
Kernel 1: 0.026000
Kernel 2: 93.890999
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.001290 1.000000 fi:0.114276. Ave ac:0.003243,0.005206
Initialization: 6.444000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.137000
Kernel 1: 0.025000
Kernel 2: 92.658997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001720 1.000000 fi:0.115683. Ave ac:0.003645,0.006064
Initialization: 6.530000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.120000
Kernel 1: 0.024000
Kernel 2: 90.422997
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001935 1.000000 fi:0.116397. Ave ac:0.003168,0.006677
Initialization: 6.567000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.106000
Kernel 1: 0.027000
Kernel 2: 91.766998
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001504 1.000000 fi:0.117262. Ave ac:0.002910,0.004704
MDL Theory Length Weight: 0.6655935949 (10)
Initialization: 6.474000
Memcpy Classifiers: 0.403000
Memcpy Instances: 9.117000
Kernel 1: 0.024000
Kernel 2: 91.435997
Copyback: 0.016000
Sum: 0.028000
It 21,Best ac:0.001290 1.000000 fi:0.115164. Ave ac:0.003624,0.008292
Initialization: 6.503000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.124000
Kernel 1: 0.025000
Kernel 2: 92.040001
Copyback: 0.018000
Sum: 0.028000
It 22,Best ac:0.001505 1.000000 fi:0.111721. Ave ac:0.004082,0.006760
Initialization: 6.458000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.152000
Kernel 1: 0.024000
Kernel 2: 89.445000
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001075 1.000000 fi:0.112054. Ave ac:0.002772,0.003468
Initialization: 6.520000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.117000
Kernel 1: 0.025000
Kernel 2: 89.299004
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001719 1.000000 fi:0.113477. Ave ac:0.003354,0.004793
Initialization: 6.469000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.115000
Kernel 1: 0.024000
Kernel 2: 89.485001
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.002365 1.000000 fi:0.113477. Ave ac:0.003483,0.006896
Initialization: 6.459000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.149000
Kernel 1: 0.026000
Kernel 2: 88.321999
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.003869 1.000000 fi:0.110884. Ave ac:0.003098,0.004255
Initialization: 6.547000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.149000
Kernel 1: 0.026000
Kernel 2: 86.872002
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.002579 1.000000 fi:0.115218. Ave ac:0.002471,0.003739
Initialization: 6.462000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.128000
Kernel 1: 0.026000
Kernel 2: 89.218002
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001504 1.000000 fi:0.111836. Ave ac:0.003838,0.007526
Initialization: 6.454000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.127000
Kernel 1: 0.024000
Kernel 2: 90.849998
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.002150 1.000000 fi:0.113908. Ave ac:0.004111,0.005809
Initialization: 6.524000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.123000
Kernel 1: 0.026000
Kernel 2: 91.183998
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.001075 1.000000 fi:0.111982. Ave ac:0.003238,0.003776
Initialization: 6.465000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.144000
Kernel 1: 0.025000
Kernel 2: 90.577003
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.002365 1.000000 fi:0.111543. Ave ac:0.003070,0.004217
Initialization: 6.543000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.105000
Kernel 1: 0.026000
Kernel 2: 91.597000
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.002580 1.000000 fi:0.113064. Ave ac:0.003018,0.004258
Initialization: 6.349000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.134000
Kernel 1: 0.025000
Kernel 2: 92.608002
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.004299 1.000000 fi:0.110713. Ave ac:0.003014,0.003825
Initialization: 20.511000
Memcpy Instances: 537.210022
Memcpy Classifiers: 0.061000
Kernel 1: 0.025000
Kernel 2: 460.243988
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 478.358002
Copyback: 0.385000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 481.821014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 478.959991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 484.212006
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.021000
Kernel 2: 468.618011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 472.199005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 477.950989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.021000
Kernel 2: 484.833008
Copyback: 0.021000
Sum: 0.003000
Memcpy Classifiers: 0.078000
Kernel 1: 0.024000
Kernel 2: 469.307007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.020000
Kernel 2: 476.683990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.021000
Kernel 2: 472.545990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 472.403015
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.053000
Kernel 1: 0.033000
Kernel 2: 482.378998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 290.278015
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001436 0.872063 fi:0.239796. Ave ac:0.003242,0.012590
Best acc 0.001436 0.872063
Rule:Att PSSM_-3_1 is [-5.040789,6.225305]|Att PSSM_-1_7 is [-5.955161,-2.044839]|Att PSSM_0_2 is [<-4.302363]|Att PSSM_0_5 is [-0.761548,2.256538]|Att PSSM_1_4 is [<-3.435984]|1
Accuracy : 0.707767
0	1	
163874	206	
68363	2195	
Removed 383 instances. 232237 Instances left. Acc of rule 0.001436-0.872063
Initialization: 6.755000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.139000
Kernel 1: 0.024000
Kernel 2: 112.151001
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.005512 accuracy2:0.271230
Initialization: 6.587000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.102000
Kernel 1: 0.025000
Kernel 2: 113.651001
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.001076 0.714286 fi:0.385681. Ave ac:0.007746,0.013444
Initialization: 6.574000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.148000
Kernel 1: 0.025000
Kernel 2: 114.403999
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.000861 1.000000 fi:0.208658. Ave ac:0.007315,0.012463
Initialization: 6.506000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.113000
Kernel 1: 0.027000
Kernel 2: 114.597000
Copyback: 0.018000
Sum: 0.030000
It 2,Best ac:0.003229 1.000000 fi:0.099233. Ave ac:0.006793,0.011082
Initialization: 6.527000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.111000
Kernel 1: 0.026000
Kernel 2: 115.768997
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.001292 1.000000 fi:0.099893. Ave ac:0.006369,0.009269
Initialization: 6.505000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.104000
Kernel 1: 0.025000
Kernel 2: 115.257004
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001077 1.000000 fi:0.099967. Ave ac:0.005807,0.009312
Initialization: 6.547000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.115000
Kernel 1: 0.025000
Kernel 2: 114.403999
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001507 1.000000 fi:0.099820. Ave ac:0.005655,0.007511
Initialization: 6.596000
Memcpy Classifiers: 0.490000
Memcpy Instances: 9.097000
Kernel 1: 0.027000
Kernel 2: 110.432999
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001723 1.000000 fi:0.099746. Ave ac:0.004685,0.006918
Initialization: 6.494000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.139000
Kernel 1: 0.027000
Kernel 2: 107.762001
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.002369 1.000000 fi:0.099526. Ave ac:0.004564,0.006646
Initialization: 6.488000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.102000
Kernel 1: 0.025000
Kernel 2: 107.235001
Copyback: 0.019000
Sum: 0.029000
It 8,Best ac:0.002799 1.000000 fi:0.099380. Ave ac:0.003925,0.005087
Initialization: 6.496000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.148000
Kernel 1: 0.024000
Kernel 2: 108.170998
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.002583 1.000000 fi:0.099454. Ave ac:0.004005,0.006524
Iteration 10:MDL fitness activated
Error 0.099454 TL 0.048356
MDL Theory Length Weight: 0.6855618507 (8)
Initialization: 6.552000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.099000
Kernel 1: 0.026000
Kernel 2: 106.966003
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001938 1.000000 fi:0.120301. Ave ac:0.003683,0.005241
Initialization: 6.495000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.111000
Kernel 1: 0.026000
Kernel 2: 106.695999
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.001722 1.000000 fi:0.122909. Ave ac:0.003036,0.004459
Initialization: 6.552000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.102000
Kernel 1: 0.025000
Kernel 2: 105.555000
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001722 1.000000 fi:0.122643. Ave ac:0.003086,0.003778
Initialization: 6.611000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.105000
Kernel 1: 0.026000
Kernel 2: 104.519997
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001722 1.000000 fi:0.118692. Ave ac:0.002765,0.004119
Initialization: 6.572000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.120000
Kernel 1: 0.026000
Kernel 2: 103.314003
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001507 1.000000 fi:0.123523. Ave ac:0.002683,0.004108
Initialization: 6.521000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.108000
Kernel 1: 0.025000
Kernel 2: 102.972000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.003015 1.000000 fi:0.118243. Ave ac:0.002985,0.005859
Initialization: 6.374000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.099000
Kernel 1: 0.027000
Kernel 2: 103.194000
Copyback: 0.018000
Sum: 0.029000
It 16,Best ac:0.001722 1.000000 fi:0.120944. Ave ac:0.003030,0.004633
Initialization: 6.522000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.138000
Kernel 1: 0.026000
Kernel 2: 104.458000
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001076 1.000000 fi:0.119898. Ave ac:0.003177,0.004970
Initialization: 6.564000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.095000
Kernel 1: 0.024000
Kernel 2: 104.799004
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001723 1.000000 fi:0.117300. Ave ac:0.002966,0.005101
Initialization: 6.578000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.114000
Kernel 1: 0.027000
Kernel 2: 104.349998
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.003014 1.000000 fi:0.116813. Ave ac:0.002587,0.003792
Initialization: 6.568000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.111000
Kernel 1: 0.024000
Kernel 2: 105.635002
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.001937 1.000000 fi:0.114453. Ave ac:0.003027,0.003749
Initialization: 6.543000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.116000
Kernel 1: 0.027000
Kernel 2: 106.971001
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.001507 1.000000 fi:0.119700. Ave ac:0.003284,0.003462
Initialization: 6.603000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.131000
Kernel 1: 0.027000
Kernel 2: 103.876999
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001076 1.000000 fi:0.114421. Ave ac:0.003081,0.003844
Initialization: 6.513000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.096000
Kernel 1: 0.026000
Kernel 2: 102.573997
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001077 1.000000 fi:0.117820. Ave ac:0.002655,0.003227
Initialization: 6.360000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.137000
Kernel 1: 0.024000
Kernel 2: 102.601997
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.003229 1.000000 fi:0.117192. Ave ac:0.002806,0.003188
Initialization: 6.495000
Memcpy Classifiers: 0.448000
Memcpy Instances: 9.090000
Kernel 1: 0.025000
Kernel 2: 105.614998
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001507 1.000000 fi:0.116537. Ave ac:0.002557,0.003116
Initialization: 6.534000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.106000
Kernel 1: 0.025000
Kernel 2: 101.846001
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001723 1.000000 fi:0.119106. Ave ac:0.002816,0.004270
Initialization: 6.641000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.091000
Kernel 1: 0.027000
Kernel 2: 102.335999
Copyback: 0.018000
Sum: 0.027000
It 27,Best ac:0.002368 1.000000 fi:0.118357. Ave ac:0.003015,0.005154
Initialization: 6.516000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.116000
Kernel 1: 0.025000
Kernel 2: 101.357002
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.001507 1.000000 fi:0.114648. Ave ac:0.003079,0.004663
Initialization: 6.534000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.088000
Kernel 1: 0.026000
Kernel 2: 101.660004
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.002369 1.000000 fi:0.113809. Ave ac:0.002602,0.004500
Initialization: 6.517000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.111000
Kernel 1: 0.026000
Kernel 2: 100.611000
Copyback: 0.016000
Sum: 0.033000
It 30,Best ac:0.001722 1.000000 fi:0.115202. Ave ac:0.002828,0.002978
Initialization: 6.609000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.516000
Kernel 1: 0.026000
Kernel 2: 102.918999
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001076 1.000000 fi:0.117521. Ave ac:0.002941,0.003566
Initialization: 6.565000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.084000
Kernel 1: 0.026000
Kernel 2: 99.738998
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.003445 1.000000 fi:0.113009. Ave ac:0.002745,0.003337
Initialization: 6.613000
Memcpy Classifiers: 0.423000
Memcpy Instances: 9.098000
Kernel 1: 0.027000
Kernel 2: 100.584000
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.002369 1.000000 fi:0.113598. Ave ac:0.002128,0.003442
Initialization: 21.517000
Memcpy Instances: 452.035004
Memcpy Classifiers: 0.066000
Kernel 1: 0.025000
Kernel 2: 501.256989
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 495.684998
Copyback: 0.371000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 488.468994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 520.828979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 515.754028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 514.614990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 511.164001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 506.083008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 511.493011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 500.630005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 494.996002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 513.004028
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 507.197998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 512.799988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 206.016998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.002265 0.866557 fi:0.247076. Ave ac:0.003002,0.011320
Best acc 0.002265 0.866557
Initialization: 6.653000
Memcpy Classifiers: 0.577000
Memcpy Instances: 9.099000
Kernel 1: 0.026000
Kernel 2: 113.167999
Copyback: 0.017000
Sum: 0.030000
Initial population average accuracy1:0.007167 accuracy2:0.269627
Initialization: 6.466000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.121000
Kernel 1: 0.025000
Kernel 2: 112.663002
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.001507 0.875000 fi:0.224820. Ave ac:0.009123,0.016939
Initialization: 6.516000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.111000
Kernel 1: 0.025000
Kernel 2: 112.871002
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.001507 0.875000 fi:0.224820. Ave ac:0.007918,0.013855
Initialization: 6.431000
Memcpy Classifiers: 0.472000
Memcpy Instances: 9.110000
Kernel 1: 0.024000
Kernel 2: 111.639999
Copyback: 0.017000
Sum: 0.025000
It 2,Best ac:0.001292 1.000000 fi:0.099893. Ave ac:0.005672,0.009594
Initialization: 6.531000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.120000
Kernel 1: 0.024000
Kernel 2: 110.278999
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.003014 0.933333 fi:0.165974. Ave ac:0.005930,0.010242
Initialization: 6.469000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.118000
Kernel 1: 0.027000
Kernel 2: 111.792000
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001938 1.000000 fi:0.099673. Ave ac:0.005743,0.007627
Initialization: 6.463000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.107000
Kernel 1: 0.025000
Kernel 2: 107.578003
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.001292 1.000000 fi:0.099893. Ave ac:0.004941,0.008362
Initialization: 6.454000
Memcpy Classifiers: 0.528000
Memcpy Instances: 9.100000
Kernel 1: 0.027000
Kernel 2: 107.027000
Copyback: 0.018000
Sum: 0.028000
It 6,Best ac:0.001077 1.000000 fi:0.099967. Ave ac:0.004374,0.008378
Initialization: 6.551000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.115000
Kernel 1: 0.025000
Kernel 2: 109.356003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.002153 1.000000 fi:0.099600. Ave ac:0.004391,0.008869
Initialization: 6.474000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.127000
Kernel 1: 0.025000
Kernel 2: 111.040001
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.003445 1.000000 fi:0.099159. Ave ac:0.003284,0.004373
Initialization: 6.459000
Memcpy Classifiers: 0.472000
Memcpy Instances: 9.122000
Kernel 1: 0.024000
Kernel 2: 106.927002
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001938 1.000000 fi:0.099674. Ave ac:0.003370,0.004391
Iteration 10:MDL fitness activated
Error 0.099674 TL 0.034790
MDL Theory Length Weight: 0.9550052740 (2)
Initialization: 6.496000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.132000
Kernel 1: 0.025000
Kernel 2: 106.025002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001291 1.000000 fi:0.131977. Ave ac:0.003490,0.006768
Initialization: 6.525000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.127000
Kernel 1: 0.027000
Kernel 2: 107.924004
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001292 1.000000 fi:0.125991. Ave ac:0.003340,0.004664
Initialization: 6.458000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.101000
Kernel 1: 0.026000
Kernel 2: 108.459999
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.002153 1.000000 fi:0.136051. Ave ac:0.003867,0.005336
Initialization: 6.527000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.133000
Kernel 1: 0.025000
Kernel 2: 108.560997
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001938 1.000000 fi:0.133690. Ave ac:0.004034,0.006949
Initialization: 6.501000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.100000
Kernel 1: 0.027000
Kernel 2: 108.056999
Copyback: 0.018000
Sum: 0.029000
It 14,Best ac:0.001507 1.000000 fi:0.127891. Ave ac:0.003343,0.005421
Initialization: 6.454000
Memcpy Classifiers: 0.536000
Memcpy Instances: 9.113000
Kernel 1: 0.026000
Kernel 2: 108.334999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.003876 1.000000 fi:0.124571. Ave ac:0.003073,0.004980
Initialization: 6.479000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.112000
Kernel 1: 0.026000
Kernel 2: 109.037003
Copyback: 0.016000
Sum: 0.024000
It 16,Best ac:0.002584 1.000000 fi:0.129196. Ave ac:0.002710,0.003469
Initialization: 6.558000
Memcpy Classifiers: 0.564000
Memcpy Instances: 12.850000
Kernel 1: 0.033000
Kernel 2: 104.651001
Copyback: 0.024000
Sum: 0.037000
It 17,Best ac:0.001507 1.000000 fi:0.130932. Ave ac:0.003035,0.004550
Initialization: 6.560000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.087000
Kernel 1: 0.026000
Kernel 2: 105.176003
Copyback: 0.019000
Sum: 0.034000
It 18,Best ac:0.001722 1.000000 fi:0.127817. Ave ac:0.003149,0.004131
Initialization: 7.703000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.644000
Kernel 1: 0.025000
Kernel 2: 104.811996
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001938 1.000000 fi:0.122093. Ave ac:0.003040,0.004253
Initialization: 7.009000
Memcpy Classifiers: 0.523000
Memcpy Instances: 12.602000
Kernel 1: 0.025000
Kernel 2: 105.797997
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.003229 1.000000 fi:0.124791. Ave ac:0.003408,0.004172
Initialization: 7.361000
Memcpy Classifiers: 0.839000
Memcpy Instances: 12.002000
Kernel 1: 0.025000
Kernel 2: 103.692001
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001507 1.000000 fi:0.124410. Ave ac:0.002778,0.003722
Initialization: 7.186000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.347000
Kernel 1: 0.025000
Kernel 2: 102.572998
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.002368 1.000000 fi:0.120495. Ave ac:0.002941,0.003966
Initialization: 8.263000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.063000
Kernel 1: 0.034000
Kernel 2: 103.092003
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001077 1.000000 fi:0.122386. Ave ac:0.002741,0.003600
Initialization: 8.754000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.749000
Kernel 1: 0.036000
Kernel 2: 102.842003
Copyback: 0.018000
Sum: 0.040000
It 24,Best ac:0.002368 1.000000 fi:0.122123. Ave ac:0.002458,0.003262
Initialization: 7.557000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.155000
Kernel 1: 0.027000
Kernel 2: 99.499001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.002583 1.000000 fi:0.121744. Ave ac:0.002339,0.003199
Initialization: 6.486000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.283000
Kernel 1: 0.026000
Kernel 2: 100.139000
Copyback: 0.018000
Sum: 0.037000
It 26,Best ac:0.002152 1.000000 fi:0.120569. Ave ac:0.003344,0.004359
Initialization: 9.135000
Memcpy Classifiers: 0.466000
Memcpy Instances: 11.288000
Kernel 1: 0.026000
Kernel 2: 98.763000
Copyback: 0.018000
Sum: 0.029000
It 27,Best ac:0.003230 1.000000 fi:0.126109. Ave ac:0.002398,0.002996
Initialization: 7.638000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.208000
Kernel 1: 0.025000
Kernel 2: 100.302002
Copyback: 0.018000
Sum: 0.033000
It 28,Best ac:0.004736 1.000000 fi:0.125595. Ave ac:0.002916,0.003286
Initialization: 7.969000
Memcpy Classifiers: 0.565000
Memcpy Instances: 11.069000
Kernel 1: 0.028000
Kernel 2: 97.858002
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001938 1.000000 fi:0.120046. Ave ac:0.002642,0.003094
Initialization: 6.494000
Memcpy Classifiers: 0.471000
Memcpy Instances: 11.930000
Kernel 1: 0.025000
Kernel 2: 100.336998
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.001723 1.000000 fi:0.122660. Ave ac:0.002831,0.004570
Initialization: 7.203000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.552000
Kernel 1: 0.034000
Kernel 2: 95.488998
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001077 1.000000 fi:0.122310. Ave ac:0.002423,0.002736
Initialization: 9.065000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.121000
Kernel 1: 0.026000
Kernel 2: 95.952003
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001507 1.000000 fi:0.122002. Ave ac:0.002234,0.002746
Initialization: 6.548000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.106000
Kernel 1: 0.027000
Kernel 2: 96.420998
Copyback: 0.016000
Sum: 0.032000
It 33,Best ac:0.002153 1.000000 fi:0.121943. Ave ac:0.002959,0.003689
Initialization: 21.552000
Memcpy Instances: 452.019989
Memcpy Classifiers: 0.067000
Kernel 1: 0.027000
Kernel 2: 486.342987
Copyback: 0.368000
Sum: 0.017000
Memcpy Classifiers: 0.093000
Kernel 1: 0.022000
Kernel 2: 486.502014
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.092000
Kernel 1: 0.023000
Kernel 2: 490.898987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 488.725006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 495.183990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 504.454010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 503.328003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 491.556000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 497.571991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 488.269989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 472.510986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 499.795013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 483.859009
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.092000
Kernel 1: 0.025000
Kernel 2: 494.273010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.022000
Kernel 2: 194.994995
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.002032 0.861314 fi:0.260670. Ave ac:0.002797,0.010288
Best acc 0.002032 0.861314
Rule:Att PSSM_-2_2 is [<-1.041932]|Att PSSM_-1_7 is [-6.117380,-1.465681]|Att PSSM_0_7 is [<-4.184168]|Att PSSM_0_20 is [0.743934,6.159070]|Att PSSM_1_17 is [<7.931738]|Att PSSM_1_20 is [1.686691,6.787341]|Att PSSM_2_10 is [-5.773699,6.200420]|Att PSSM_4_15 is [<6.852876]|1
Accuracy : 0.709663
0	1	
163793	287	
67837	2721	
Removed 607 instances. 231630 Instances left. Acc of rule 0.002265-0.866557
Initialization: 9.126000
Memcpy Classifiers: 0.850000
Memcpy Instances: 11.396000
Kernel 1: 0.026000
Kernel 2: 112.192001
Copyback: 0.017000
Sum: 0.030000
Initial population average accuracy1:0.006410 accuracy2:0.284328
Initialization: 7.786000
Memcpy Classifiers: 0.666000
Memcpy Instances: 10.402000
Kernel 1: 0.025000
Kernel 2: 110.732002
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.002590 0.923077 fi:0.176369. Ave ac:0.007961,0.014236
Initialization: 6.950000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.460000
Kernel 1: 0.025000
Kernel 2: 108.329002
Copyback: 0.018000
Sum: 0.025000
It 1,Best ac:0.000863 1.000000 fi:0.202243. Ave ac:0.007223,0.011960
Initialization: 6.623000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.464000
Kernel 1: 0.024000
Kernel 2: 108.806999
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001079 1.000000 fi:0.099964. Ave ac:0.007334,0.010151
Initialization: 6.686000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.892000
Kernel 1: 0.033000
Kernel 2: 105.473999
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001295 1.000000 fi:0.099890. Ave ac:0.005808,0.008632
Initialization: 6.510000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.063000
Kernel 1: 0.026000
Kernel 2: 101.954002
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001943 1.000000 fi:0.099668. Ave ac:0.005917,0.010267
Initialization: 6.529000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.071000
Kernel 1: 0.025000
Kernel 2: 101.955002
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001295 1.000000 fi:0.099890. Ave ac:0.004705,0.008883
Initialization: 6.484000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.095000
Kernel 1: 0.025000
Kernel 2: 101.365997
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.003238 1.000000 fi:0.099225. Ave ac:0.004082,0.005645
Initialization: 6.582000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.071000
Kernel 1: 0.025000
Kernel 2: 98.649002
Copyback: 0.018000
Sum: 0.029000
It 7,Best ac:0.002591 1.000000 fi:0.099446. Ave ac:0.003463,0.005967
Initialization: 6.544000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.088000
Kernel 1: 0.025000
Kernel 2: 100.127998
Copyback: 0.018000
Sum: 0.027000
It 8,Best ac:0.001943 1.000000 fi:0.099668. Ave ac:0.003359,0.005445
Initialization: 6.538000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.110000
Kernel 1: 0.024000
Kernel 2: 99.119003
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.002591 1.000000 fi:0.099446. Ave ac:0.002451,0.003523
Iteration 10:MDL fitness activated
Error 0.099446 TL 0.032153
MDL Theory Length Weight: 1.0309712870 (4)
Initialization: 6.542000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.077000
Kernel 1: 0.026000
Kernel 2: 101.949997
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001727 1.000000 fi:0.128546. Ave ac:0.002837,0.003668
Initialization: 6.568000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.084000
Kernel 1: 0.026000
Kernel 2: 100.140999
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.001295 1.000000 fi:0.127617. Ave ac:0.003628,0.008746
Initialization: 6.587000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.094000
Kernel 1: 0.026000
Kernel 2: 102.000999
Copyback: 0.018000
Sum: 0.028000
It 12,Best ac:0.001079 1.000000 fi:0.128768. Ave ac:0.003531,0.005284
Initialization: 6.476000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.104000
Kernel 1: 0.025000
Kernel 2: 98.095001
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.001727 1.000000 fi:0.131648. Ave ac:0.002815,0.004611
Initialization: 6.525000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.079000
Kernel 1: 0.026000
Kernel 2: 97.689003
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001295 1.000000 fi:0.129069. Ave ac:0.003356,0.007099
Initialization: 6.763000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.280000
Kernel 1: 0.030000
Kernel 2: 100.317001
Copyback: 0.018000
Sum: 0.028000
It 15,Best ac:0.003238 1.000000 fi:0.128028. Ave ac:0.003396,0.003794
Initialization: 6.527000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.063000
Kernel 1: 0.026000
Kernel 2: 99.522003
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.004750 1.000000 fi:0.121210. Ave ac:0.002934,0.003408
Initialization: 6.569000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.064000
Kernel 1: 0.025000
Kernel 2: 100.644997
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001295 1.000000 fi:0.124055. Ave ac:0.002972,0.005615
Initialization: 6.554000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.108000
Kernel 1: 0.024000
Kernel 2: 95.644997
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001295 1.000000 fi:0.122233. Ave ac:0.004197,0.013839
Initialization: 6.372000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.077000
Kernel 1: 0.026000
Kernel 2: 93.629997
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001079 1.000000 fi:0.126828. Ave ac:0.004425,0.012644
Initialization: 6.522000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.097000
Kernel 1: 0.027000
Kernel 2: 94.336998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001727 1.000000 fi:0.127360. Ave ac:0.004119,0.010608
Initialization: 6.634000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.085000
Kernel 1: 0.025000
Kernel 2: 96.852997
Copyback: 0.018000
Sum: 0.029000
It 21,Best ac:0.001079 1.000000 fi:0.122052. Ave ac:0.003557,0.007000
Initialization: 6.582000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.064000
Kernel 1: 0.028000
Kernel 2: 99.650002
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001511 1.000000 fi:0.114519. Ave ac:0.003262,0.005543
Initialization: 6.487000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.083000
Kernel 1: 0.026000
Kernel 2: 96.029999
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.002374 1.000000 fi:0.119684. Ave ac:0.003653,0.008930
Initialization: 6.557000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.079000
Kernel 1: 0.026000
Kernel 2: 95.237999
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.002159 1.000000 fi:0.122561. Ave ac:0.004181,0.011362
Initialization: 6.577000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.076000
Kernel 1: 0.026000
Kernel 2: 97.567001
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.001295 1.000000 fi:0.128694. Ave ac:0.003272,0.006530
Initialization: 6.593000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.066000
Kernel 1: 0.027000
Kernel 2: 97.820999
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.001079 1.000000 fi:0.123814. Ave ac:0.004063,0.009623
Initialization: 6.566000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.080000
Kernel 1: 0.026000
Kernel 2: 97.107002
Copyback: 0.018000
Sum: 0.026000
It 27,Best ac:0.001727 1.000000 fi:0.121830. Ave ac:0.003141,0.005787
Initialization: 6.493000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.084000
Kernel 1: 0.026000
Kernel 2: 97.163002
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.003453 1.000000 fi:0.119315. Ave ac:0.004176,0.015104
Initialization: 6.587000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.110000
Kernel 1: 0.026000
Kernel 2: 99.404999
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.001727 1.000000 fi:0.114445. Ave ac:0.003960,0.014556
Initialization: 6.552000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.085000
Kernel 1: 0.027000
Kernel 2: 95.112000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001079 1.000000 fi:0.120827. Ave ac:0.003652,0.011456
Initialization: 6.562000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.068000
Kernel 1: 0.025000
Kernel 2: 98.314003
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.002806 1.000000 fi:0.114804. Ave ac:0.005956,0.014514
Initialization: 6.520000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.120000
Kernel 1: 0.025000
Kernel 2: 96.514000
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001295 1.000000 fi:0.115493. Ave ac:0.006151,0.014486
Initialization: 6.474000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.082000
Kernel 1: 0.026000
Kernel 2: 95.488998
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.002590 1.000000 fi:0.114150. Ave ac:0.004515,0.015075
Initialization: 21.579000
Memcpy Instances: 558.296021
Memcpy Classifiers: 0.080000
Kernel 1: 0.029000
Kernel 2: 474.727997
Copyback: 0.369000
Sum: 0.007000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 491.460999
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 476.178009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 483.001007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.017000
Kernel 2: 464.369995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 478.299988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 487.967010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 476.631012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.021000
Kernel 2: 491.903992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 508.263000
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 487.614014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.016000
Kernel 2: 479.751007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 482.480011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 505.829010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 188.156998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.002046 0.846429 fi:0.267907. Ave ac:0.005219,0.025569
Best acc 0.002046 0.846429
Initialization: 6.657000
Memcpy Classifiers: 0.577000
Memcpy Instances: 9.060000
Kernel 1: 0.027000
Kernel 2: 112.375999
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.006600 accuracy2:0.265087
Initialization: 6.508000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.105000
Kernel 1: 0.024000
Kernel 2: 113.528000
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.001079 1.000000 fi:0.099964. Ave ac:0.008906,0.016104
Initialization: 6.547000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.106000
Kernel 1: 0.025000
Kernel 2: 109.603996
Copyback: 0.017000
Sum: 0.025000
It 1,Best ac:0.001079 1.000000 fi:0.099964. Ave ac:0.007863,0.014349
Initialization: 7.627000
Memcpy Classifiers: 0.674000
Memcpy Instances: 11.394000
Kernel 1: 0.026000
Kernel 2: 108.797997
Copyback: 0.017000
Sum: 0.025000
It 2,Best ac:0.001079 1.000000 fi:0.099964. Ave ac:0.006919,0.011247
Initialization: 6.631000
Memcpy Classifiers: 0.500000
Memcpy Instances: 12.403000
Kernel 1: 0.026000
Kernel 2: 106.500999
Copyback: 0.017000
Sum: 0.025000
It 3,Best ac:0.001295 1.000000 fi:0.099890. Ave ac:0.006442,0.011201
Initialization: 6.989000
Memcpy Classifiers: 0.775000
Memcpy Instances: 14.436000
Kernel 1: 0.036000
Kernel 2: 106.027000
Copyback: 0.018000
Sum: 0.034000
It 4,Best ac:0.001727 1.000000 fi:0.099742. Ave ac:0.004645,0.006586
Initialization: 8.108000
Memcpy Classifiers: 0.673000
Memcpy Instances: 13.009000
Kernel 1: 0.028000
Kernel 2: 103.042000
Copyback: 0.023000
Sum: 0.030000
It 5,Best ac:0.004964 1.000000 fi:0.098665. Ave ac:0.003649,0.005335
Initialization: 6.686000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.326000
Kernel 1: 0.025000
Kernel 2: 104.613998
Copyback: 0.019000
Sum: 0.035000
It 6,Best ac:0.002374 1.000000 fi:0.099520. Ave ac:0.003677,0.004456
Initialization: 7.467000
Memcpy Classifiers: 0.700000
Memcpy Instances: 12.956000
Kernel 1: 0.027000
Kernel 2: 104.758003
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.002591 1.000000 fi:0.099446. Ave ac:0.002692,0.003805
Initialization: 8.843000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.363000
Kernel 1: 0.025000
Kernel 2: 105.250999
Copyback: 0.018000
Sum: 0.027000
It 8,Best ac:0.003454 1.000000 fi:0.099150. Ave ac:0.002763,0.003500
Initialization: 7.616000
Memcpy Classifiers: 0.452000
Memcpy Instances: 12.032000
Kernel 1: 0.025000
Kernel 2: 102.109001
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.002159 1.000000 fi:0.099594. Ave ac:0.002655,0.003181
Iteration 10:MDL fitness activated
Error 0.099594 TL 0.029305
MDL Theory Length Weight: 1.1328615974 (5)
Initialization: 8.292000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.063000
Kernel 1: 0.025000
Kernel 2: 101.524002
Copyback: 0.018000
Sum: 0.044000
It 10,Best ac:0.001079 1.000000 fi:0.124915. Ave ac:0.003321,0.003845
Initialization: 7.767000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.100000
Kernel 1: 0.027000
Kernel 2: 103.910004
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001511 1.000000 fi:0.127411. Ave ac:0.002791,0.003395
Initialization: 8.938000
Memcpy Classifiers: 0.627000
Memcpy Instances: 11.984000
Kernel 1: 0.029000
Kernel 2: 104.704002
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.001079 1.000000 fi:0.128251. Ave ac:0.002528,0.004008
Initialization: 6.534000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.400000
Kernel 1: 0.028000
Kernel 2: 100.206001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001511 1.000000 fi:0.123426. Ave ac:0.003927,0.004758
Initialization: 8.003000
Memcpy Classifiers: 0.565000
Memcpy Instances: 11.303000
Kernel 1: 0.028000
Kernel 2: 99.224998
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001943 1.000000 fi:0.126412. Ave ac:0.002965,0.003465
Initialization: 8.091000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.079000
Kernel 1: 0.026000
Kernel 2: 99.105003
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.001511 1.000000 fi:0.122379. Ave ac:0.003285,0.003969
Initialization: 7.631000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.448000
Kernel 1: 0.026000
Kernel 2: 96.113998
Copyback: 0.016000
Sum: 0.037000
It 16,Best ac:0.001727 1.000000 fi:0.128747. Ave ac:0.003086,0.004488
Initialization: 7.986000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.075000
Kernel 1: 0.026000
Kernel 2: 92.568001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001727 1.000000 fi:0.121725. Ave ac:0.002591,0.003616
Initialization: 6.535000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.107000
Kernel 1: 0.025000
Kernel 2: 93.956001
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.003022 1.000000 fi:0.124022. Ave ac:0.003185,0.004296
Initialization: 6.525000
Memcpy Classifiers: 0.322000
Memcpy Instances: 10.324000
Kernel 1: 0.026000
Kernel 2: 93.927002
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.003885 1.000000 fi:0.124330. Ave ac:0.003748,0.005578
Initialization: 6.527000
Memcpy Classifiers: 0.342000
Memcpy Instances: 12.137000
Kernel 1: 0.029000
Kernel 2: 92.174004
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001727 1.000000 fi:0.118926. Ave ac:0.003171,0.004779
Initialization: 6.916000
Memcpy Classifiers: 0.341000
Memcpy Instances: 12.315000
Kernel 1: 0.027000
Kernel 2: 89.290001
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001079 1.000000 fi:0.124773. Ave ac:0.002753,0.004161
Initialization: 8.665000
Memcpy Classifiers: 0.591000
Memcpy Instances: 13.271000
Kernel 1: 0.029000
Kernel 2: 90.115997
Copyback: 0.018000
Sum: 0.045000
It 22,Best ac:0.001079 1.000000 fi:0.123574. Ave ac:0.003971,0.004609
Initialization: 6.571000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.666000
Kernel 1: 0.024000
Kernel 2: 89.771004
Copyback: 0.019000
Sum: 0.041000
It 23,Best ac:0.004533 1.000000 fi:0.117775. Ave ac:0.003455,0.006680
Initialization: 6.493000
Memcpy Classifiers: 0.321000
Memcpy Instances: 12.596000
Kernel 1: 0.030000
Kernel 2: 89.450996
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001943 1.000000 fi:0.120772. Ave ac:0.003361,0.004701
Initialization: 6.591000
Memcpy Classifiers: 0.383000
Memcpy Instances: 10.048000
Kernel 1: 0.027000
Kernel 2: 89.403999
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.002158 1.000000 fi:0.120851. Ave ac:0.002419,0.003012
Initialization: 6.546000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.086000
Kernel 1: 0.026000
Kernel 2: 89.248001
Copyback: 0.018000
Sum: 0.032000
It 26,Best ac:0.001295 1.000000 fi:0.118701. Ave ac:0.003588,0.005323
Initialization: 7.732000
Memcpy Classifiers: 0.541000
Memcpy Instances: 12.973000
Kernel 1: 0.029000
Kernel 2: 89.791000
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.002158 1.000000 fi:0.122095. Ave ac:0.002887,0.004041
Initialization: 6.607000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.093000
Kernel 1: 0.024000
Kernel 2: 89.876999
Copyback: 0.018000
Sum: 0.037000
It 28,Best ac:0.001295 1.000000 fi:0.123842. Ave ac:0.003509,0.005759
Initialization: 6.512000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.071000
Kernel 1: 0.025000
Kernel 2: 90.345001
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.003022 1.000000 fi:0.121891. Ave ac:0.002587,0.003922
Initialization: 8.639000
Memcpy Classifiers: 0.615000
Memcpy Instances: 13.229000
Kernel 1: 0.026000
Kernel 2: 87.987000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.003453 1.000000 fi:0.117607. Ave ac:0.002881,0.002934
Initialization: 7.298000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.089000
Kernel 1: 0.027000
Kernel 2: 87.375000
Copyback: 0.019000
Sum: 0.038000
It 31,Best ac:0.001943 1.000000 fi:0.118125. Ave ac:0.002846,0.004113
Initialization: 8.796000
Memcpy Classifiers: 0.554000
Memcpy Instances: 11.844000
Kernel 1: 0.025000
Kernel 2: 89.053001
Copyback: 0.018000
Sum: 0.027000
It 32,Best ac:0.003022 1.000000 fi:0.118786. Ave ac:0.003190,0.003809
Initialization: 7.863000
Memcpy Classifiers: 0.498000
Memcpy Instances: 11.185000
Kernel 1: 0.025000
Kernel 2: 88.461998
Copyback: 0.018000
Sum: 0.038000
It 33,Best ac:0.003455 1.000000 fi:0.117603. Ave ac:0.002251,0.002255
Initialization: 25.098000
Memcpy Instances: 559.312988
Memcpy Classifiers: 0.061000
Kernel 1: 0.027000
Kernel 2: 455.428986
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.085000
Kernel 1: 0.022000
Kernel 2: 460.282013
Copyback: 0.364000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.017000
Kernel 2: 448.717010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 470.348999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 461.006012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 464.716003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 451.266998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.016000
Kernel 2: 465.091003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 448.786011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.020000
Kernel 2: 465.164001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.016000
Kernel 2: 459.674988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 468.740997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 452.838989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 459.856995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 177.035995
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001157 0.896321 fi:0.232621. Ave ac:0.002380,0.008342
Best acc 0.001157 0.896321
Rule:Att PSSM_-3_7 is [-6.454574,-1.545426]|Att PSSM_-2_11 is [0.286024,5.166631]|Att PSSM_-1_7 is [<-2.813615]|Att PSSM_-1_11 is [-4.727010,2.727010]|Att PSSM_0_1 is [>1.527029]|Att PSSM_0_12 is [<-3.039330]|Att PSSM_1_17 is [<2.275746]|Att PSSM_3_5 is [<4.929131]|1
Accuracy : 0.710673
0	1	
163762	318	
67569	2989	
Removed 299 instances. 231331 Instances left. Acc of rule 0.001157-0.896321
Initialization: 6.685000
Memcpy Classifiers: 0.524000
Memcpy Instances: 10.791000
Kernel 1: 0.025000
Kernel 2: 113.028000
Copyback: 0.019000
Sum: 0.041000
Initial population average accuracy1:0.005775 accuracy2:0.281651
Initialization: 7.984000
Memcpy Classifiers: 0.726000
Memcpy Instances: 11.387000
Kernel 1: 0.025000
Kernel 2: 111.648003
Copyback: 0.019000
Sum: 0.061000
It 0,Best ac:0.001729 1.000000 fi:0.099740. Ave ac:0.007554,0.014516
Initialization: 7.920000
Memcpy Classifiers: 0.669000
Memcpy Instances: 12.042000
Kernel 1: 0.036000
Kernel 2: 109.550003
Copyback: 0.023000
Sum: 0.040000
It 1,Best ac:0.001081 0.833333 fi:0.266629. Ave ac:0.008083,0.014516
Initialization: 6.537000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.098000
Kernel 1: 0.024000
Kernel 2: 104.344002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.001297 1.000000 fi:0.099888. Ave ac:0.006822,0.013235
Initialization: 6.978000
Memcpy Classifiers: 0.549000
Memcpy Instances: 14.135000
Kernel 1: 0.027000
Kernel 2: 101.317001
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.002378 1.000000 fi:0.099517. Ave ac:0.007344,0.014238
Initialization: 8.838000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.050000
Kernel 1: 0.026000
Kernel 2: 99.527000
Copyback: 0.019000
Sum: 0.037000
It 4,Best ac:0.002162 1.000000 fi:0.099591. Ave ac:0.005188,0.009828
Initialization: 6.596000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.787000
Kernel 1: 0.026000
Kernel 2: 97.012001
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.002378 1.000000 fi:0.099517. Ave ac:0.004498,0.009740
Initialization: 6.662000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.071000
Kernel 1: 0.025000
Kernel 2: 95.586998
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001513 1.000000 fi:0.099814. Ave ac:0.003998,0.007409
Initialization: 6.667000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.069000
Kernel 1: 0.025000
Kernel 2: 92.674004
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.001729 1.000000 fi:0.099740. Ave ac:0.003538,0.004671
Initialization: 6.480000
Memcpy Classifiers: 0.380000
Memcpy Instances: 12.051000
Kernel 1: 0.029000
Kernel 2: 92.689003
Copyback: 0.018000
Sum: 0.043000
It 8,Best ac:0.002810 1.000000 fi:0.099368. Ave ac:0.004210,0.007954
Initialization: 8.685000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.154000
Kernel 1: 0.024000
Kernel 2: 90.433998
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.002810 1.000000 fi:0.099368. Ave ac:0.003364,0.006198
Iteration 10:MDL fitness activated
Error 0.099368 TL 0.030691
MDL Theory Length Weight: 1.0792276232 (2)
Initialization: 6.537000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.057000
Kernel 1: 0.041000
Kernel 2: 92.707001
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001513 1.000000 fi:0.128115. Ave ac:0.003767,0.006823
Initialization: 6.509000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.121000
Kernel 1: 0.025000
Kernel 2: 91.102997
Copyback: 0.018000
Sum: 0.031000
It 11,Best ac:0.001297 1.000000 fi:0.125959. Ave ac:0.003479,0.007104
Initialization: 7.481000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.363000
Kernel 1: 0.023000
Kernel 2: 91.836998
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.001513 1.000000 fi:0.127771. Ave ac:0.002824,0.004162
Initialization: 6.681000
Memcpy Classifiers: 0.352000
Memcpy Instances: 11.164000
Kernel 1: 0.024000
Kernel 2: 93.834000
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001945 1.000000 fi:0.120732. Ave ac:0.004284,0.009621
Initialization: 7.850000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.180000
Kernel 1: 0.026000
Kernel 2: 92.666000
Copyback: 0.018000
Sum: 0.035000
It 14,Best ac:0.001081 1.000000 fi:0.124959. Ave ac:0.003397,0.005215
Initialization: 6.637000
Memcpy Classifiers: 0.648000
Memcpy Instances: 11.671000
Kernel 1: 0.026000
Kernel 2: 95.456001
Copyback: 0.018000
Sum: 0.029000
It 15,Best ac:0.003458 1.000000 fi:0.124373. Ave ac:0.003343,0.006246
Initialization: 6.632000
Memcpy Classifiers: 0.362000
Memcpy Instances: 12.241000
Kernel 1: 0.024000
Kernel 2: 93.175003
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.001296 1.000000 fi:0.124308. Ave ac:0.003007,0.006694
Initialization: 7.988000
Memcpy Classifiers: 0.379000
Memcpy Instances: 12.442000
Kernel 1: 0.024000
Kernel 2: 94.446999
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.002378 1.000000 fi:0.123837. Ave ac:0.002896,0.004754
Initialization: 7.593000
Memcpy Classifiers: 0.382000
Memcpy Instances: 11.521000
Kernel 1: 0.024000
Kernel 2: 95.134003
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001513 1.000000 fi:0.120880. Ave ac:0.002885,0.006239
Initialization: 6.530000
Memcpy Classifiers: 0.362000
Memcpy Instances: 13.463000
Kernel 1: 0.027000
Kernel 2: 93.077003
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.002377 1.000000 fi:0.125413. Ave ac:0.002875,0.004359
Initialization: 6.455000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.077000
Kernel 1: 0.026000
Kernel 2: 94.010002
Copyback: 0.019000
Sum: 0.039000
It 20,Best ac:0.001513 1.000000 fi:0.123805. Ave ac:0.002781,0.004292
Initialization: 6.351000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.099000
Kernel 1: 0.038000
Kernel 2: 93.299004
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.003026 1.000000 fi:0.118237. Ave ac:0.003712,0.012385
Initialization: 8.751000
Memcpy Classifiers: 0.616000
Memcpy Instances: 11.718000
Kernel 1: 0.026000
Kernel 2: 92.469002
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001297 1.000000 fi:0.124444. Ave ac:0.003338,0.006390
Initialization: 8.054000
Memcpy Classifiers: 0.490000
Memcpy Instances: 13.012000
Kernel 1: 0.024000
Kernel 2: 91.732002
Copyback: 0.017000
Sum: 0.039000
It 23,Best ac:0.001945 1.000000 fi:0.120475. Ave ac:0.004489,0.006711
Initialization: 7.784000
Memcpy Classifiers: 0.489000
Memcpy Instances: 10.957000
Kernel 1: 0.034000
Kernel 2: 92.264000
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.003243 1.000000 fi:0.116636. Ave ac:0.003882,0.005925
Initialization: 6.593000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.192000
Kernel 1: 0.035000
Kernel 2: 90.528000
Copyback: 0.017000
Sum: 0.039000
It 25,Best ac:0.001513 1.000000 fi:0.121460. Ave ac:0.004081,0.006794
Initialization: 8.852000
Memcpy Classifiers: 0.361000
Memcpy Instances: 10.445000
Kernel 1: 0.032000
Kernel 2: 88.661003
Copyback: 0.018000
Sum: 0.035000
It 26,Best ac:0.001081 1.000000 fi:0.123775. Ave ac:0.002812,0.007034
Initialization: 7.737000
Memcpy Classifiers: 0.364000
Memcpy Instances: 10.875000
Kernel 1: 0.024000
Kernel 2: 89.344002
Copyback: 0.018000
Sum: 0.032000
It 27,Best ac:0.003459 1.000000 fi:0.118748. Ave ac:0.003362,0.004773
Initialization: 7.762000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.178000
Kernel 1: 0.023000
Kernel 2: 89.318001
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.003025 1.000000 fi:0.117651. Ave ac:0.003911,0.007795
Initialization: 7.756000
Memcpy Classifiers: 0.346000
Memcpy Instances: 11.629000
Kernel 1: 0.025000
Kernel 2: 87.611000
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.001297 1.000000 fi:0.117269. Ave ac:0.003420,0.005261
Initialization: 7.853000
Memcpy Classifiers: 0.474000
Memcpy Instances: 11.009000
Kernel 1: 0.026000
Kernel 2: 85.096001
Copyback: 0.019000
Sum: 0.040000
It 30,Best ac:0.001946 1.000000 fi:0.116917. Ave ac:0.002890,0.004880
Initialization: 8.258000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.131000
Kernel 1: 0.025000
Kernel 2: 84.498001
Copyback: 0.018000
Sum: 0.040000
It 31,Best ac:0.001729 1.000000 fi:0.123512. Ave ac:0.003306,0.006523
Initialization: 7.744000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.052000
Kernel 1: 0.025000
Kernel 2: 85.801003
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.002378 1.000000 fi:0.116768. Ave ac:0.003516,0.005321
Initialization: 6.464000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.176000
Kernel 1: 0.025000
Kernel 2: 85.816002
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.002378 1.000000 fi:0.117559. Ave ac:0.004556,0.010113
MDL Theory Length Weight: 0.9713048609 (10)
Initialization: 21.822001
Memcpy Instances: 545.469971
Memcpy Classifiers: 0.069000
Kernel 1: 0.029000
Kernel 2: 455.812012
Copyback: 0.017000
Sum: 0.016000
Memcpy Classifiers: 0.078000
Kernel 1: 0.021000
Kernel 2: 446.459015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.015000
Kernel 2: 446.181000
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 433.778015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.021000
Kernel 2: 442.278015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 450.037994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 438.744995
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.020000
Kernel 2: 448.951996
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.022000
Kernel 2: 437.537994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.021000
Kernel 2: 457.515015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 448.717987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.020000
Kernel 2: 432.694000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 452.535004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.011000
Kernel 2: 445.309998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 185.091003
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001491 0.856079 fi:0.263223. Ave ac:0.003341,0.013241
Best acc 0.001491 0.856079
Initialization: 7.273000
Memcpy Classifiers: 0.542000
Memcpy Instances: 12.395000
Kernel 1: 0.028000
Kernel 2: 111.377998
Copyback: 0.018000
Sum: 0.035000
Initial population average accuracy1:0.005180 accuracy2:0.278285
Initialization: 9.248000
Memcpy Classifiers: 0.871000
Memcpy Instances: 11.483000
Kernel 1: 0.034000
Kernel 2: 109.761002
Copyback: 0.020000
Sum: 0.059000
It 0,Best ac:0.001081 1.000000 fi:0.099962. Ave ac:0.006735,0.011662
Initialization: 8.126000
Memcpy Classifiers: 0.674000
Memcpy Instances: 11.298000
Kernel 1: 0.030000
Kernel 2: 107.681999
Copyback: 0.018000
Sum: 0.039000
It 1,Best ac:0.003243 0.833333 fi:0.265886. Ave ac:0.005834,0.008999
Initialization: 9.851000
Memcpy Classifiers: 0.726000
Memcpy Instances: 11.484000
Kernel 1: 0.028000
Kernel 2: 107.732002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000865 1.000000 fi:0.198700. Ave ac:0.005489,0.009184
Initialization: 7.207000
Memcpy Classifiers: 0.903000
Memcpy Instances: 10.734000
Kernel 1: 0.027000
Kernel 2: 107.213997
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.000865 1.000000 fi:0.198700. Ave ac:0.004975,0.007114
Initialization: 6.564000
Memcpy Classifiers: 0.544000
Memcpy Instances: 13.948000
Kernel 1: 0.029000
Kernel 2: 107.253998
Copyback: 0.018000
Sum: 0.026000
It 4,Best ac:0.002377 1.000000 fi:0.099517. Ave ac:0.004927,0.007167
Initialization: 6.647000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.093000
Kernel 1: 0.025000
Kernel 2: 107.555000
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001513 1.000000 fi:0.099814. Ave ac:0.005731,0.006929
Initialization: 8.572000
Memcpy Classifiers: 0.887000
Memcpy Instances: 12.115000
Kernel 1: 0.028000
Kernel 2: 107.916000
Copyback: 0.018000
Sum: 0.031000
It 6,Best ac:0.002594 1.000000 fi:0.099442. Ave ac:0.005021,0.006567
Initialization: 6.562000
Memcpy Classifiers: 0.495000
Memcpy Instances: 12.930000
Kernel 1: 0.027000
Kernel 2: 108.452003
Copyback: 0.018000
Sum: 0.037000
It 7,Best ac:0.001945 1.000000 fi:0.099666. Ave ac:0.004740,0.008022
Initialization: 7.518000
Memcpy Classifiers: 0.534000
Memcpy Instances: 13.653000
Kernel 1: 0.030000
Kernel 2: 107.877998
Copyback: 0.017000
Sum: 0.024000
It 8,Best ac:0.003242 1.000000 fi:0.099220. Ave ac:0.004593,0.006675
Initialization: 7.860000
Memcpy Classifiers: 0.665000
Memcpy Instances: 11.206000
Kernel 1: 0.035000
Kernel 2: 106.498001
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003243 1.000000 fi:0.099220. Ave ac:0.003516,0.005235
Iteration 10:MDL fitness activated
Error 0.099220 TL 0.042777
MDL Theory Length Weight: 0.7731559801 (2)
Initialization: 9.779000
Memcpy Classifiers: 0.681000
Memcpy Instances: 11.974000
Kernel 1: 0.028000
Kernel 2: 107.331001
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001513 1.000000 fi:0.115794. Ave ac:0.004365,0.005451
Initialization: 8.644000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.061000
Kernel 1: 0.023000
Kernel 2: 105.630997
Copyback: 0.018000
Sum: 0.036000
It 11,Best ac:0.001297 1.000000 fi:0.122063. Ave ac:0.004320,0.005331
Initialization: 7.332000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.541000
Kernel 1: 0.026000
Kernel 2: 105.372002
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001081 1.000000 fi:0.121819. Ave ac:0.003499,0.005311
Initialization: 6.488000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.085000
Kernel 1: 0.024000
Kernel 2: 106.568001
Copyback: 0.018000
Sum: 0.036000
It 13,Best ac:0.001081 1.000000 fi:0.119203. Ave ac:0.003499,0.005142
Initialization: 6.556000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.058000
Kernel 1: 0.026000
Kernel 2: 107.115997
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001729 1.000000 fi:0.123207. Ave ac:0.003264,0.004558
Initialization: 6.423000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.073000
Kernel 1: 0.028000
Kernel 2: 105.476997
Copyback: 0.019000
Sum: 0.036000
It 15,Best ac:0.001729 1.000000 fi:0.115720. Ave ac:0.002731,0.004149
Initialization: 6.563000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.163000
Kernel 1: 0.026000
Kernel 2: 106.864998
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001081 1.000000 fi:0.120051. Ave ac:0.002945,0.005012
Initialization: 7.550000
Memcpy Classifiers: 0.701000
Memcpy Instances: 11.453000
Kernel 1: 0.025000
Kernel 2: 104.040001
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.001513 1.000000 fi:0.120728. Ave ac:0.003368,0.005777
Initialization: 7.510000
Memcpy Classifiers: 0.457000
Memcpy Instances: 9.042000
Kernel 1: 0.026000
Kernel 2: 105.403999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001513 1.000000 fi:0.120003. Ave ac:0.003009,0.003796
Initialization: 6.560000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.368000
Kernel 1: 0.035000
Kernel 2: 105.167000
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.006268 1.000000 fi:0.121353. Ave ac:0.002829,0.003846
Initialization: 6.469000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.048000
Kernel 1: 0.026000
Kernel 2: 103.668999
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.001946 1.000000 fi:0.122137. Ave ac:0.003064,0.004321
Initialization: 8.681000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.913000
Kernel 1: 0.030000
Kernel 2: 103.859001
Copyback: 0.018000
Sum: 0.026000
It 21,Best ac:0.002162 1.000000 fi:0.120616. Ave ac:0.002434,0.002740
Initialization: 7.839000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.375000
Kernel 1: 0.032000
Kernel 2: 102.754997
Copyback: 0.018000
Sum: 0.041000
It 22,Best ac:0.001513 1.000000 fi:0.115794. Ave ac:0.002115,0.002743
Initialization: 9.067000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.070000
Kernel 1: 0.027000
Kernel 2: 99.486000
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001081 1.000000 fi:0.120051. Ave ac:0.002583,0.003936
Initialization: 8.147000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.324000
Kernel 1: 0.026000
Kernel 2: 98.900002
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001513 1.000000 fi:0.116455. Ave ac:0.002956,0.003755
MDL Theory Length Weight: 0.6958403821 (10)
Initialization: 6.508000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.074000
Kernel 1: 0.025000
Kernel 2: 97.286003
Copyback: 0.018000
Sum: 0.030000
It 25,Best ac:0.001297 1.000000 fi:0.118931. Ave ac:0.002534,0.004086
Initialization: 7.568000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.455000
Kernel 1: 0.025000
Kernel 2: 97.792000
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001297 1.000000 fi:0.113935. Ave ac:0.002592,0.003757
Initialization: 6.476000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.091000
Kernel 1: 0.025000
Kernel 2: 94.327003
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.006269 1.000000 fi:0.114463. Ave ac:0.003089,0.004374
Initialization: 6.477000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.069000
Kernel 1: 0.025000
Kernel 2: 92.408997
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.004106 1.000000 fi:0.114322. Ave ac:0.002986,0.003810
Initialization: 6.468000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.071000
Kernel 1: 0.026000
Kernel 2: 91.791000
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001513 1.000000 fi:0.116134. Ave ac:0.002094,0.002041
Initialization: 6.486000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.098000
Kernel 1: 0.025000
Kernel 2: 90.861000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001297 1.000000 fi:0.114865. Ave ac:0.002131,0.002294
Initialization: 6.484000
Memcpy Classifiers: 0.431000
Memcpy Instances: 9.067000
Kernel 1: 0.026000
Kernel 2: 90.824997
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.003458 1.000000 fi:0.116128. Ave ac:0.002917,0.003609
Initialization: 6.532000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.069000
Kernel 1: 0.024000
Kernel 2: 92.092003
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001513 1.000000 fi:0.116935. Ave ac:0.002167,0.002354
Initialization: 6.493000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.067000
Kernel 1: 0.026000
Kernel 2: 91.260002
Copyback: 0.016000
Sum: 0.029000
It 33,Best ac:0.001729 1.000000 fi:0.117236. Ave ac:0.002399,0.002654
Initialization: 21.704000
Memcpy Instances: 450.342987
Memcpy Classifiers: 0.067000
Kernel 1: 0.029000
Kernel 2: 469.781006
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 469.229004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 469.460999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 470.256989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 478.265015
Copyback: 0.364000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 455.289001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 471.072998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 466.890991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 486.699005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 482.696014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 476.559998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 468.179993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.011000
Kernel 2: 457.704987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 476.729004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.011000
Kernel 2: 195.904007
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.002269 0.879397 fi:0.240381. Ave ac:0.003968,0.015369
Best acc 0.002269 0.879397
Rule:Att PSSM_-3_6 is [<4.515106]|Att PSSM_-2_2 is [-6.863592,3.445014]|Att PSSM_-2_12 is [<-2.466030]|Att PSSM_-1_12 is [-6.048946,-1.951054]|Att PSSM_0_3 is [<4.880011]|Att PSSM_0_7 is [<-4.851358]|Att PSSM_0_16 is [<1.251107]|Att PSSM_1_6 is [-4.723576,-3.252360]|Att PSSM_1_15 is [-6.953859,3.943330]|Att PSSM_4_12 is [<1.541283]|1
Accuracy : 0.712604
0	1	
163690	390	
67044	3514	
Removed 597 instances. 230734 Instances left. Acc of rule 0.002269-0.879397
Initialization: 6.523000
Memcpy Classifiers: 0.595000
Memcpy Instances: 9.061000
Kernel 1: 0.026000
Kernel 2: 114.094002
Copyback: 0.017000
Sum: 0.031000
Initial population average accuracy1:0.006717 accuracy2:0.278575
Initialization: 6.366000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.047000
Kernel 1: 0.027000
Kernel 2: 113.598999
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.000867 1.000000 fi:0.192725. Ave ac:0.007672,0.015568
Initialization: 6.459000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.044000
Kernel 1: 0.026000
Kernel 2: 113.566002
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.003900 0.900000 fi:0.198987. Ave ac:0.007962,0.013400
Initialization: 6.459000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.847000
Kernel 1: 0.026000
Kernel 2: 110.402000
Copyback: 0.017000
Sum: 0.026000
It 2,Best ac:0.002167 0.909091 fi:0.190495. Ave ac:0.008446,0.014984
Initialization: 6.519000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.078000
Kernel 1: 0.025000
Kernel 2: 113.934998
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.002384 1.000000 fi:0.099511. Ave ac:0.008154,0.012453
Initialization: 8.296000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.077000
Kernel 1: 0.024000
Kernel 2: 113.844002
Copyback: 0.365000
Sum: 0.031000
It 4,Best ac:0.001950 1.000000 fi:0.099660. Ave ac:0.008388,0.016405
Initialization: 6.464000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.037000
Kernel 1: 0.024000
Kernel 2: 111.444000
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.002167 1.000000 fi:0.099585. Ave ac:0.006518,0.013287
Initialization: 6.488000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.037000
Kernel 1: 0.026000
Kernel 2: 108.620003
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.003034 1.000000 fi:0.099286. Ave ac:0.005521,0.010296
Initialization: 6.523000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.052000
Kernel 1: 0.025000
Kernel 2: 111.203003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.002167 1.000000 fi:0.099585. Ave ac:0.005545,0.011188
Initialization: 6.507000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.039000
Kernel 1: 0.027000
Kernel 2: 106.661003
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.002384 1.000000 fi:0.099511. Ave ac:0.005187,0.010842
Initialization: 6.499000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.057000
Kernel 1: 0.026000
Kernel 2: 108.223000
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001950 1.000000 fi:0.099660. Ave ac:0.004564,0.009948
Iteration 10:MDL fitness activated
Error 0.099660 TL 0.035848
MDL Theory Length Weight: 0.9267020093 (4)
Initialization: 6.548000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.029000
Kernel 1: 0.027000
Kernel 2: 107.056999
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.004767 1.000000 fi:0.128437. Ave ac:0.004104,0.008005
Initialization: 6.450000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.069000
Kernel 1: 0.025000
Kernel 2: 106.735001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001300 1.000000 fi:0.138023. Ave ac:0.004675,0.007726
Initialization: 6.502000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.027000
Kernel 1: 0.026000
Kernel 2: 104.263000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001300 1.000000 fi:0.127242. Ave ac:0.004638,0.006377
Initialization: 6.479000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.035000
Kernel 1: 0.025000
Kernel 2: 107.930000
Copyback: 0.018000
Sum: 0.030000
It 13,Best ac:0.001733 1.000000 fi:0.119697. Ave ac:0.004645,0.007089
Initialization: 6.480000
Memcpy Classifiers: 0.429000
Memcpy Instances: 9.050000
Kernel 1: 0.026000
Kernel 2: 104.018997
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001083 1.000000 fi:0.125889. Ave ac:0.004471,0.007370
Initialization: 6.533000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.034000
Kernel 1: 0.025000
Kernel 2: 105.466003
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001951 1.000000 fi:0.121758. Ave ac:0.004254,0.006436
Initialization: 6.593000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.055000
Kernel 1: 0.026000
Kernel 2: 105.896004
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001951 1.000000 fi:0.125674. Ave ac:0.004729,0.007463
Initialization: 6.511000
Memcpy Classifiers: 0.426000
Memcpy Instances: 9.032000
Kernel 1: 0.024000
Kernel 2: 102.977997
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.002600 1.000000 fi:0.121499. Ave ac:0.004631,0.007676
Initialization: 6.526000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.041000
Kernel 1: 0.027000
Kernel 2: 107.553001
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001083 1.000000 fi:0.125590. Ave ac:0.004385,0.006904
Initialization: 6.478000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.032000
Kernel 1: 0.025000
Kernel 2: 104.363998
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.002817 1.000000 fi:0.122939. Ave ac:0.003065,0.004378
Initialization: 6.503000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.043000
Kernel 1: 0.026000
Kernel 2: 104.860001
Copyback: 0.018000
Sum: 0.026000
It 20,Best ac:0.002600 1.000000 fi:0.122531. Ave ac:0.003915,0.005816
Initialization: 6.510000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.047000
Kernel 1: 0.025000
Kernel 2: 103.257004
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.002167 1.000000 fi:0.125013. Ave ac:0.003744,0.007754
Initialization: 6.480000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.051000
Kernel 1: 0.025000
Kernel 2: 101.304001
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001300 1.000000 fi:0.121302. Ave ac:0.002795,0.004640
MDL Theory Length Weight: 0.8340318083 (10)
Initialization: 6.492000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.056000
Kernel 1: 0.024000
Kernel 2: 100.152000
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.001083 1.000000 fi:0.119848. Ave ac:0.003508,0.006056
Initialization: 6.477000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.045000
Kernel 1: 0.024000
Kernel 2: 100.054001
Copyback: 0.016000
Sum: 0.031000
It 24,Best ac:0.001300 1.000000 fi:0.119250. Ave ac:0.003511,0.007170
Initialization: 6.442000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.055000
Kernel 1: 0.024000
Kernel 2: 99.291000
Copyback: 0.019000
Sum: 0.032000
It 25,Best ac:0.002167 1.000000 fi:0.117705. Ave ac:0.003800,0.006295
Initialization: 7.213000
Memcpy Classifiers: 0.660000
Memcpy Instances: 10.444000
Kernel 1: 0.025000
Kernel 2: 100.069000
Copyback: 0.018000
Sum: 0.028000
It 26,Best ac:0.001084 1.000000 fi:0.119235. Ave ac:0.003930,0.006087
Initialization: 6.454000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.073000
Kernel 1: 0.024000
Kernel 2: 96.625000
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001733 1.000000 fi:0.118045. Ave ac:0.002652,0.003974
Initialization: 6.487000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.053000
Kernel 1: 0.026000
Kernel 2: 97.295998
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001517 1.000000 fi:0.117845. Ave ac:0.003767,0.005095
Initialization: 6.374000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.063000
Kernel 1: 0.025000
Kernel 2: 96.285004
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.002384 1.000000 fi:0.117545. Ave ac:0.002757,0.004100
Initialization: 6.496000
Memcpy Classifiers: 0.366000
Memcpy Instances: 9.025000
Kernel 1: 0.025000
Kernel 2: 94.696999
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.001950 1.000000 fi:0.119518. Ave ac:0.002642,0.003498
Initialization: 6.556000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.028000
Kernel 1: 0.025000
Kernel 2: 94.219002
Copyback: 0.018000
Sum: 0.028000
It 31,Best ac:0.001084 1.000000 fi:0.122508. Ave ac:0.002399,0.003762
Initialization: 6.510000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.123000
Kernel 1: 0.026000
Kernel 2: 95.167000
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.002384 1.000000 fi:0.115359. Ave ac:0.003267,0.004766
Initialization: 6.448000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.049000
Kernel 1: 0.025000
Kernel 2: 91.625000
Copyback: 0.017000
Sum: 0.035000
It 33,Best ac:0.001951 1.000000 fi:0.118936. Ave ac:0.002689,0.003491
Initialization: 21.417000
Memcpy Instances: 453.256012
Memcpy Classifiers: 0.065000
Kernel 1: 0.030000
Kernel 2: 470.433990
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 459.890991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 472.407990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 473.044006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 474.950012
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 475.657013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.011000
Kernel 2: 465.252991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.011000
Kernel 2: 508.795013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.011000
Kernel 2: 478.397003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.011000
Kernel 2: 484.036987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.011000
Kernel 2: 477.321991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.011000
Kernel 2: 486.908997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.011000
Kernel 2: 473.148987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 475.350006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.011000
Kernel 2: 184.376999
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.002249 0.867893 fi:0.254212. Ave ac:0.002208,0.008091
Best acc 0.002249 0.867893
Initialization: 6.440000
Memcpy Classifiers: 0.640000
Memcpy Instances: 9.061000
Kernel 1: 0.024000
Kernel 2: 112.898003
Copyback: 0.017000
Sum: 0.031000
Initial population average accuracy1:0.006783 accuracy2:0.282636
Initialization: 6.466000
Memcpy Classifiers: 0.618000
Memcpy Instances: 9.064000
Kernel 1: 0.026000
Kernel 2: 113.737000
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.001300 0.857143 fi:0.242742. Ave ac:0.008480,0.014827
Initialization: 6.450000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.031000
Kernel 1: 0.027000
Kernel 2: 113.434998
Copyback: 0.017000
Sum: 0.025000
It 1,Best ac:0.002167 0.909091 fi:0.190495. Ave ac:0.008033,0.012664
Initialization: 6.420000
Memcpy Classifiers: 0.509000
Memcpy Instances: 9.073000
Kernel 1: 0.028000
Kernel 2: 112.710999
Copyback: 0.017000
Sum: 0.026000
It 2,Best ac:0.002167 1.000000 fi:0.099585. Ave ac:0.006257,0.008934
Initialization: 6.445000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.040000
Kernel 1: 0.025000
Kernel 2: 108.277000
Copyback: 0.018000
Sum: 0.028000
It 3,Best ac:0.001300 1.000000 fi:0.099885. Ave ac:0.006147,0.010383
Initialization: 6.403000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.036000
Kernel 1: 0.027000
Kernel 2: 106.367996
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001734 1.000000 fi:0.099735. Ave ac:0.005648,0.010102
Initialization: 6.414000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.059000
Kernel 1: 0.025000
Kernel 2: 104.510002
Copyback: 0.372000
Sum: 0.031000
It 5,Best ac:0.001733 1.000000 fi:0.099735. Ave ac:0.004861,0.008799
Initialization: 6.506000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.071000
Kernel 1: 0.026000
Kernel 2: 101.061996
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001950 1.000000 fi:0.099660. Ave ac:0.003666,0.006296
Initialization: 6.494000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.041000
Kernel 1: 0.024000
Kernel 2: 99.731003
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001734 1.000000 fi:0.099735. Ave ac:0.004265,0.005829
Initialization: 6.602000
Memcpy Classifiers: 0.712000
Memcpy Instances: 13.175000
Kernel 1: 0.026000
Kernel 2: 99.376999
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001517 1.000000 fi:0.099810. Ave ac:0.003633,0.006318
Initialization: 6.394000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.498000
Kernel 1: 0.025000
Kernel 2: 103.398003
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.002168 1.000000 fi:0.099585. Ave ac:0.003950,0.006574
Iteration 10:MDL fitness activated
Error 0.099585 TL 0.043631
MDL Theory Length Weight: 0.7608199406 (1)
Initialization: 7.609000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.391000
Kernel 1: 0.024000
Kernel 2: 101.210999
Copyback: 0.018000
Sum: 0.037000
It 10,Best ac:0.001083 1.000000 fi:0.123302. Ave ac:0.004021,0.007203
Initialization: 6.483000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.331000
Kernel 1: 0.026000
Kernel 2: 99.486000
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.003684 1.000000 fi:0.118367. Ave ac:0.004045,0.008338
Initialization: 7.727000
Memcpy Classifiers: 0.807000
Memcpy Instances: 9.838000
Kernel 1: 0.024000
Kernel 2: 97.311996
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001083 1.000000 fi:0.115778. Ave ac:0.003344,0.005760
Initialization: 7.371000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.237000
Kernel 1: 0.024000
Kernel 2: 95.016998
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.001950 1.000000 fi:0.113582. Ave ac:0.003441,0.007166
Initialization: 8.412000
Memcpy Classifiers: 0.679000
Memcpy Instances: 10.460000
Kernel 1: 0.022000
Kernel 2: 94.749001
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001083 1.000000 fi:0.117889. Ave ac:0.003155,0.005095
Initialization: 7.380000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.092000
Kernel 1: 0.024000
Kernel 2: 95.287003
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.001300 1.000000 fi:0.117784. Ave ac:0.003320,0.005802
Initialization: 7.048000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.050000
Kernel 1: 0.024000
Kernel 2: 93.161003
Copyback: 0.017000
Sum: 0.040000
It 16,Best ac:0.001083 1.000000 fi:0.113042. Ave ac:0.004260,0.007574
Initialization: 6.949000
Memcpy Classifiers: 0.380000
Memcpy Instances: 12.672000
Kernel 1: 0.025000
Kernel 2: 93.264000
Copyback: 0.019000
Sum: 0.042000
It 17,Best ac:0.001300 1.000000 fi:0.121969. Ave ac:0.003854,0.007818
Initialization: 6.485000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.909000
Kernel 1: 0.024000
Kernel 2: 96.182999
Copyback: 0.018000
Sum: 0.039000
It 18,Best ac:0.001300 1.000000 fi:0.115943. Ave ac:0.002899,0.004567
Initialization: 8.357000
Memcpy Classifiers: 0.540000
Memcpy Instances: 11.592000
Kernel 1: 0.027000
Kernel 2: 96.195999
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001083 1.000000 fi:0.120390. Ave ac:0.002976,0.004269
Initialization: 8.133000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.359000
Kernel 1: 0.027000
Kernel 2: 95.524002
Copyback: 0.018000
Sum: 0.040000
It 20,Best ac:0.001517 1.000000 fi:0.118564. Ave ac:0.003802,0.006150
Initialization: 7.046000
Memcpy Classifiers: 0.414000
Memcpy Instances: 13.060000
Kernel 1: 0.025000
Kernel 2: 96.971001
Copyback: 0.019000
Sum: 0.040000
It 21,Best ac:0.001300 1.000000 fi:0.115484. Ave ac:0.003900,0.008476
Initialization: 8.603000
Memcpy Classifiers: 0.615000
Memcpy Instances: 12.051000
Kernel 1: 0.026000
Kernel 2: 96.275002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001084 1.000000 fi:0.114844. Ave ac:0.003035,0.003507
Initialization: 7.162000
Memcpy Classifiers: 0.399000
Memcpy Instances: 12.255000
Kernel 1: 0.025000
Kernel 2: 96.198997
Copyback: 0.018000
Sum: 0.031000
It 23,Best ac:0.001517 1.000000 fi:0.116775. Ave ac:0.003453,0.005239
Initialization: 7.842000
Memcpy Classifiers: 0.615000
Memcpy Instances: 10.497000
Kernel 1: 0.024000
Kernel 2: 94.351997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001951 1.000000 fi:0.115678. Ave ac:0.003203,0.005864
Initialization: 8.561000
Memcpy Classifiers: 0.648000
Memcpy Instances: 13.262000
Kernel 1: 0.025000
Kernel 2: 96.205002
Copyback: 0.018000
Sum: 0.037000
It 25,Best ac:0.001951 1.000000 fi:0.113423. Ave ac:0.003086,0.004376
MDL Theory Length Weight: 0.6847379466 (10)
Initialization: 6.699000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.030000
Kernel 1: 0.024000
Kernel 2: 97.990997
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.002167 1.000000 fi:0.111359. Ave ac:0.003028,0.005469
Initialization: 6.413000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.066000
Kernel 1: 0.024000
Kernel 2: 100.391998
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.002817 1.000000 fi:0.111219. Ave ac:0.003281,0.005046
Initialization: 6.472000
Memcpy Classifiers: 0.373000
Memcpy Instances: 9.038000
Kernel 1: 0.025000
Kernel 2: 97.257004
Copyback: 0.016000
Sum: 0.032000
It 28,Best ac:0.001517 1.000000 fi:0.114182. Ave ac:0.003218,0.005005
Initialization: 6.483000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.037000
Kernel 1: 0.024000
Kernel 2: 98.873001
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001733 1.000000 fi:0.112264. Ave ac:0.003740,0.006924
Initialization: 6.491000
Memcpy Classifiers: 0.408000
Memcpy Instances: 9.046000
Kernel 1: 0.024000
Kernel 2: 99.036003
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.002600 1.000000 fi:0.112545. Ave ac:0.003668,0.007027
Initialization: 7.575000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.735000
Kernel 1: 0.025000
Kernel 2: 98.946999
Copyback: 0.016000
Sum: 0.031000
It 31,Best ac:0.001083 1.000000 fi:0.113068. Ave ac:0.003298,0.006525
Initialization: 6.407000
Memcpy Classifiers: 0.429000
Memcpy Instances: 9.035000
Kernel 1: 0.024000
Kernel 2: 102.279999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001517 1.000000 fi:0.113946. Ave ac:0.003122,0.005280
Initialization: 6.386000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.063000
Kernel 1: 0.025000
Kernel 2: 102.628998
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.002600 1.000000 fi:0.111294. Ave ac:0.002897,0.003240
Initialization: 21.481001
Memcpy Instances: 454.070007
Memcpy Classifiers: 0.067000
Kernel 1: 0.027000
Kernel 2: 516.370972
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 512.929016
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.017000
Kernel 2: 523.119995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 512.642029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 511.826996
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 528.591980
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 498.553986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 519.640991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 538.145020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 527.471008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.021000
Kernel 2: 520.218994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 517.528992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 528.596008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 505.752014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 190.897003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001543 0.853717 fi:0.259480. Ave ac:0.002604,0.009649
Best acc 0.001543 0.853717
Rule:Att PSSM_-2_20 is [>1.265868]|Att PSSM_-1_9 is [<-3.095237]|Att PSSM_0_2 is [-6.452226,-2.399028]|Att PSSM_0_6 is [<-3.234900]|Att PSSM_1_15 is [<-0.274060]|Att PSSM_2_7 is [-5.516957,-0.483043]|Att PSSM_4_6 is [-5.605641,-1.669873]|Att PSSM_4_13 is [<10.993622]|1
Accuracy : 0.714479
0	1	
163611	469	
66525	4033	
Removed 598 instances. 230136 Instances left. Acc of rule 0.002249-0.867893
Initialization: 6.454000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.013000
Kernel 1: 0.025000
Kernel 2: 114.146004
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006532 accuracy2:0.273752
Initialization: 6.465000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.044000
Kernel 1: 0.024000
Kernel 2: 115.751999
Copyback: 0.016000
Sum: 0.048000
It 0,Best ac:0.000869 1.000000 fi:0.186660. Ave ac:0.007491,0.014202
Initialization: 6.497000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.166000
Kernel 1: 0.023000
Kernel 2: 114.267998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000869 1.000000 fi:0.186048. Ave ac:0.007231,0.014363
Initialization: 6.490000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.025000
Kernel 1: 0.024000
Kernel 2: 115.040001
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001303 1.000000 fi:0.099881. Ave ac:0.007073,0.012249
Initialization: 6.548000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.050000
Kernel 1: 0.023000
Kernel 2: 111.994003
Copyback: 0.019000
Sum: 0.045000
It 3,Best ac:0.002390 1.000000 fi:0.099504. Ave ac:0.007280,0.013685
Initialization: 7.747000
Memcpy Classifiers: 0.674000
Memcpy Instances: 11.357000
Kernel 1: 0.024000
Kernel 2: 110.481003
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.002173 1.000000 fi:0.099579. Ave ac:0.006515,0.014312
Initialization: 6.887000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.248000
Kernel 1: 0.023000
Kernel 2: 106.828003
Copyback: 0.017000
Sum: 0.038000
It 5,Best ac:0.002390 1.000000 fi:0.099504. Ave ac:0.005450,0.009674
Initialization: 7.656000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.858000
Kernel 1: 0.024000
Kernel 2: 101.390999
Copyback: 0.017000
Sum: 0.040000
It 6,Best ac:0.003476 1.000000 fi:0.099127. Ave ac:0.003776,0.005517
Initialization: 7.357000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.058000
Kernel 1: 0.023000
Kernel 2: 96.885002
Copyback: 0.017000
Sum: 0.048000
It 7,Best ac:0.001520 0.875000 fi:0.224806. Ave ac:0.003596,0.005136
Initialization: 7.063000
Memcpy Classifiers: 0.451000
Memcpy Instances: 13.060000
Kernel 1: 0.025000
Kernel 2: 98.193001
Copyback: 0.018000
Sum: 0.045000
It 8,Best ac:0.002390 1.000000 fi:0.099504. Ave ac:0.003822,0.007812
Initialization: 6.340000
Memcpy Classifiers: 0.490000
Memcpy Instances: 12.075000
Kernel 1: 0.023000
Kernel 2: 100.311996
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.001304 1.000000 fi:0.099881. Ave ac:0.004622,0.008586
Iteration 10:MDL fitness activated
Error 0.099881 TL 0.034651
MDL Theory Length Weight: 0.9608296907 (4)
Initialization: 8.313000
Memcpy Classifiers: 0.776000
Memcpy Instances: 9.698000
Kernel 1: 0.023000
Kernel 2: 100.016998
Copyback: 0.017000
Sum: 0.038000
It 10,Best ac:0.001521 1.000000 fi:0.125791. Ave ac:0.004711,0.008460
Initialization: 7.803000
Memcpy Classifiers: 0.565000
Memcpy Instances: 12.026000
Kernel 1: 0.033000
Kernel 2: 97.855003
Copyback: 0.017000
Sum: 0.039000
It 11,Best ac:0.001738 1.000000 fi:0.130445. Ave ac:0.004855,0.008030
Initialization: 9.766000
Memcpy Classifiers: 0.621000
Memcpy Instances: 12.609000
Kernel 1: 0.024000
Kernel 2: 95.136002
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.002825 1.000000 fi:0.123198. Ave ac:0.003979,0.009860
Initialization: 8.633000
Memcpy Classifiers: 0.416000
Memcpy Instances: 13.609000
Kernel 1: 0.026000
Kernel 2: 96.483002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.002606 1.000000 fi:0.122718. Ave ac:0.004677,0.007233
Initialization: 8.912000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.998000
Kernel 1: 0.024000
Kernel 2: 96.043999
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.001521 1.000000 fi:0.133884. Ave ac:0.004022,0.007787
Initialization: 7.931000
Memcpy Classifiers: 0.594000
Memcpy Instances: 11.258000
Kernel 1: 0.024000
Kernel 2: 94.146004
Copyback: 0.017000
Sum: 0.037000
It 15,Best ac:0.001303 1.000000 fi:0.126602. Ave ac:0.004344,0.008215
Initialization: 6.510000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.274000
Kernel 1: 0.023000
Kernel 2: 95.776001
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001086 1.000000 fi:0.124518. Ave ac:0.004037,0.007133
Initialization: 6.569000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.795000
Kernel 1: 0.024000
Kernel 2: 96.457001
Copyback: 0.018000
Sum: 0.029000
It 17,Best ac:0.001521 1.000000 fi:0.125123. Ave ac:0.004581,0.010975
Initialization: 7.377000
Memcpy Classifiers: 0.723000
Memcpy Instances: 9.526000
Kernel 1: 0.023000
Kernel 2: 94.468002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001303 1.000000 fi:0.127348. Ave ac:0.003984,0.009092
Initialization: 8.303000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.394000
Kernel 1: 0.022000
Kernel 2: 95.072998
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.002824 1.000000 fi:0.125928. Ave ac:0.004424,0.007377
Initialization: 7.821000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.864000
Kernel 1: 0.033000
Kernel 2: 95.254997
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001521 1.000000 fi:0.122219. Ave ac:0.004198,0.005820
Initialization: 7.746000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.469000
Kernel 1: 0.022000
Kernel 2: 92.075996
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001304 1.000000 fi:0.123080. Ave ac:0.004345,0.007725
Initialization: 6.558000
Memcpy Classifiers: 0.601000
Memcpy Instances: 12.211000
Kernel 1: 0.028000
Kernel 2: 91.253998
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.001956 1.000000 fi:0.120142. Ave ac:0.004170,0.006363
Initialization: 7.414000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.024000
Kernel 1: 0.024000
Kernel 2: 90.566002
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.002390 1.000000 fi:0.120405. Ave ac:0.003824,0.007899
Initialization: 6.509000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.024000
Kernel 1: 0.023000
Kernel 2: 93.264000
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001086 1.000000 fi:0.117815. Ave ac:0.003900,0.005517
Initialization: 6.473000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.027000
Kernel 1: 0.024000
Kernel 2: 89.349998
Copyback: 0.016000
Sum: 0.031000
It 25,Best ac:0.001086 1.000000 fi:0.122868. Ave ac:0.003678,0.006965
Initialization: 6.479000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.002000
Kernel 1: 0.026000
Kernel 2: 90.384003
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001086 1.000000 fi:0.123348. Ave ac:0.003326,0.004775
Initialization: 6.511000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.001000
Kernel 1: 0.024000
Kernel 2: 93.556999
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001303 1.000000 fi:0.120783. Ave ac:0.004235,0.007753
Initialization: 6.522000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.014000
Kernel 1: 0.023000
Kernel 2: 93.619003
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.001955 1.000000 fi:0.116652. Ave ac:0.003858,0.007190
Initialization: 6.483000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.051000
Kernel 1: 0.023000
Kernel 2: 92.808998
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.001303 1.000000 fi:0.119637. Ave ac:0.004265,0.006756
Initialization: 6.463000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.030000
Kernel 1: 0.023000
Kernel 2: 88.196999
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.001086 1.000000 fi:0.122383. Ave ac:0.003224,0.004867
Initialization: 6.442000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.013000
Kernel 1: 0.024000
Kernel 2: 91.037003
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001303 1.000000 fi:0.122308. Ave ac:0.002770,0.004019
Initialization: 6.452000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.025000
Kernel 1: 0.024000
Kernel 2: 89.934998
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001304 1.000000 fi:0.124580. Ave ac:0.003666,0.005858
Initialization: 6.505000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.999000
Kernel 1: 0.025000
Kernel 2: 94.424004
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001521 1.000000 fi:0.120707. Ave ac:0.003178,0.006462
Initialization: 21.349001
Memcpy Instances: 447.864990
Memcpy Classifiers: 0.068000
Kernel 1: 0.026000
Kernel 2: 481.740997
Copyback: 0.017000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.016000
Kernel 2: 481.634003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 489.037994
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 483.993988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 478.324005
Copyback: 0.366000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.022000
Kernel 2: 496.040985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 471.544006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 480.217987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 477.084015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 494.716003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 480.084991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 470.760986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 478.286987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 475.362000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.022000
Kernel 2: 190.281006
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000973 0.845283 fi:0.277139. Ave ac:0.003098,0.011777
Best acc 0.000973 0.845283
Initialization: 6.513000
Memcpy Classifiers: 0.558000
Memcpy Instances: 11.750000
Kernel 1: 0.025000
Kernel 2: 110.467003
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.004974 accuracy2:0.271477
Initialization: 6.475000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.006000
Kernel 1: 0.025000
Kernel 2: 109.401001
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.001738 1.000000 fi:0.099730. Ave ac:0.005737,0.009966
Initialization: 6.328000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.998000
Kernel 1: 0.024000
Kernel 2: 108.850998
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000869 1.000000 fi:0.186660. Ave ac:0.006890,0.011201
Initialization: 6.524000
Memcpy Classifiers: 0.470000
Memcpy Instances: 11.383000
Kernel 1: 0.025000
Kernel 2: 109.638000
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.001738 1.000000 fi:0.099731. Ave ac:0.007701,0.013933
Initialization: 6.483000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.013000
Kernel 1: 0.025000
Kernel 2: 112.822998
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001303 1.000000 fi:0.099881. Ave ac:0.007245,0.012336
Initialization: 6.443000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.022000
Kernel 1: 0.024000
Kernel 2: 113.912003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.002172 1.000000 fi:0.099580. Ave ac:0.006477,0.011314
Initialization: 6.449000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.013000
Kernel 1: 0.025000
Kernel 2: 112.922997
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001955 1.000000 fi:0.099655. Ave ac:0.005764,0.009559
Initialization: 6.581000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.729000
Kernel 1: 0.023000
Kernel 2: 113.574997
Copyback: 0.370000
Sum: 0.037000
It 6,Best ac:0.002173 1.000000 fi:0.099579. Ave ac:0.004498,0.006593
Initialization: 6.420000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.046000
Kernel 1: 0.024000
Kernel 2: 115.653999
Copyback: 0.017000
Sum: 0.042000
It 7,Best ac:0.003042 1.000000 fi:0.099278. Ave ac:0.003484,0.004208
Initialization: 6.461000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.024000
Kernel 1: 0.022000
Kernel 2: 114.063004
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001955 1.000000 fi:0.099655. Ave ac:0.003128,0.004427
Initialization: 8.778000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.994000
Kernel 1: 0.024000
Kernel 2: 115.314003
Copyback: 0.016000
Sum: 0.039000
It 9,Best ac:0.002172 1.000000 fi:0.099580. Ave ac:0.003133,0.004142
Iteration 10:MDL fitness activated
Error 0.099580 TL 0.042586
MDL Theory Length Weight: 0.7794456780 (3)
Initialization: 6.555000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.150000
Kernel 1: 0.023000
Kernel 2: 114.224998
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001521 1.000000 fi:0.126420. Ave ac:0.002617,0.003257
Initialization: 7.387000
Memcpy Classifiers: 0.807000
Memcpy Instances: 9.826000
Kernel 1: 0.022000
Kernel 2: 113.610001
Copyback: 0.016000
Sum: 0.036000
It 11,Best ac:0.003042 1.000000 fi:0.126580. Ave ac:0.002609,0.003168
Initialization: 7.381000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.036000
Kernel 1: 0.024000
Kernel 2: 114.578003
Copyback: 0.018000
Sum: 0.042000
It 12,Best ac:0.001304 1.000000 fi:0.129061. Ave ac:0.002859,0.003026
Initialization: 8.838000
Memcpy Classifiers: 0.842000
Memcpy Instances: 11.976000
Kernel 1: 0.033000
Kernel 2: 114.043999
Copyback: 0.018000
Sum: 0.048000
It 13,Best ac:0.001956 1.000000 fi:0.126836. Ave ac:0.003091,0.003975
Initialization: 6.492000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.014000
Kernel 1: 0.024000
Kernel 2: 115.677002
Copyback: 0.018000
Sum: 0.038000
It 14,Best ac:0.001086 1.000000 fi:0.129925. Ave ac:0.002950,0.003738
Initialization: 6.498000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.120000
Kernel 1: 0.024000
Kernel 2: 118.352997
Copyback: 0.017000
Sum: 0.040000
It 15,Best ac:0.001521 1.000000 fi:0.120522. Ave ac:0.002372,0.002908
Initialization: 6.961000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.309000
Kernel 1: 0.032000
Kernel 2: 118.695000
Copyback: 0.017000
Sum: 0.038000
It 16,Best ac:0.001304 1.000000 fi:0.116545. Ave ac:0.002367,0.003017
Initialization: 8.833000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.079000
Kernel 1: 0.023000
Kernel 2: 117.198997
Copyback: 0.017000
Sum: 0.039000
It 17,Best ac:0.001086 1.000000 fi:0.126217. Ave ac:0.002314,0.003440
Initialization: 6.572000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.433000
Kernel 1: 0.022000
Kernel 2: 121.210999
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.001303 1.000000 fi:0.133961. Ave ac:0.002473,0.002971
Initialization: 7.786000
Memcpy Classifiers: 0.459000
Memcpy Instances: 11.630000
Kernel 1: 0.032000
Kernel 2: 118.421997
Copyback: 0.017000
Sum: 0.037000
It 19,Best ac:0.001303 1.000000 fi:0.129371. Ave ac:0.002647,0.003757
Initialization: 7.186000
Memcpy Classifiers: 0.587000
Memcpy Instances: 14.920000
Kernel 1: 0.026000
Kernel 2: 115.394997
Copyback: 0.017000
Sum: 0.041000
It 20,Best ac:0.001521 1.000000 fi:0.127147. Ave ac:0.002831,0.004264
Initialization: 8.260000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.218000
Kernel 1: 0.024000
Kernel 2: 118.250999
Copyback: 0.017000
Sum: 0.047000
It 21,Best ac:0.001955 1.000000 fi:0.121853. Ave ac:0.002236,0.002640
Initialization: 8.814000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.996000
Kernel 1: 0.025000
Kernel 2: 115.153999
Copyback: 0.018000
Sum: 0.050000
It 22,Best ac:0.002173 1.000000 fi:0.119401. Ave ac:0.002786,0.003561
Initialization: 8.625000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.942000
Kernel 1: 0.032000
Kernel 2: 118.212997
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.001303 1.000000 fi:0.125139. Ave ac:0.003034,0.004212
Initialization: 6.498000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.000000
Kernel 1: 0.025000
Kernel 2: 110.652000
Copyback: 0.017000
Sum: 0.037000
It 24,Best ac:0.001086 1.000000 fi:0.121760. Ave ac:0.002702,0.004280
Initialization: 7.640000
Memcpy Classifiers: 0.415000
Memcpy Instances: 12.811000
Kernel 1: 0.024000
Kernel 2: 109.767998
Copyback: 0.016000
Sum: 0.034000
It 25,Best ac:0.001086 1.000000 fi:0.123066. Ave ac:0.002872,0.003952
MDL Theory Length Weight: 0.7015011102 (10)
Initialization: 6.414000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.817000
Kernel 1: 0.027000
Kernel 2: 109.374001
Copyback: 0.017000
Sum: 0.036000
It 26,Best ac:0.002390 1.000000 fi:0.114780. Ave ac:0.002928,0.005144
Initialization: 6.408000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.993000
Kernel 1: 0.024000
Kernel 2: 106.402000
Copyback: 0.016000
Sum: 0.037000
It 27,Best ac:0.001086 1.000000 fi:0.115482. Ave ac:0.002503,0.004794
Initialization: 7.045000
Memcpy Classifiers: 0.481000
Memcpy Instances: 9.009000
Kernel 1: 0.024000
Kernel 2: 108.120003
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.001303 1.000000 fi:0.115811. Ave ac:0.004182,0.008054
Initialization: 7.608000
Memcpy Classifiers: 0.429000
Memcpy Instances: 12.675000
Kernel 1: 0.033000
Kernel 2: 102.787003
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001521 1.000000 fi:0.117976. Ave ac:0.003108,0.005994
Initialization: 6.355000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.002000
Kernel 1: 0.024000
Kernel 2: 110.306000
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.001303 1.000000 fi:0.112656. Ave ac:0.002517,0.003107
Initialization: 6.549000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.017000
Kernel 1: 0.024000
Kernel 2: 108.900002
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001304 1.000000 fi:0.118251. Ave ac:0.003609,0.006919
Initialization: 6.435000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.013000
Kernel 1: 0.025000
Kernel 2: 103.987999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.002173 1.000000 fi:0.114823. Ave ac:0.002948,0.006127
Initialization: 7.843000
Memcpy Classifiers: 0.614000
Memcpy Instances: 11.912000
Kernel 1: 0.033000
Kernel 2: 104.349998
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001086 1.000000 fi:0.116305. Ave ac:0.002935,0.005684
Initialization: 21.367001
Memcpy Instances: 453.007996
Memcpy Classifiers: 0.074000
Kernel 1: 0.027000
Kernel 2: 544.875977
Copyback: 0.014000
Sum: 0.014000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 548.533020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 532.000977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 538.090027
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 533.018982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 529.411987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.020000
Kernel 2: 533.661011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 552.903015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 522.460999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 547.343994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 546.648987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.016000
Kernel 2: 543.979004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 545.958008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 545.616028
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 206.332001
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001603 0.842466 fi:0.277289. Ave ac:0.002908,0.010997
Best acc 0.001603 0.842466
Rule:Att PSSM_-3_12 is [<-0.266699]|Att PSSM_-2_5 is [0.207847,11.792153]|Att PSSM_-2_9 is [-5.305094,7.407458]|Att PSSM_-1_12 is [-5.541555,-1.463381]|Att PSSM_0_7 is [-6.864045,-4.321606]|Att PSSM_2_9 is [-5.546490,-2.149022]|Att PSSM_2_15 is [<5.567920]|Att PSSM_3_13 is [-4.564064,6.564064]|1
Accuracy : 0.715259
0	1	
163570	510	
66301	4257	
Removed 265 instances. 229871 Instances left. Acc of rule 0.000973-0.845283
Initialization: 6.674000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.045000
Kernel 1: 0.024000
Kernel 2: 111.723999
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.006422 accuracy2:0.263146
Initialization: 6.454000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.006000
Kernel 1: 0.024000
Kernel 2: 113.355003
Copyback: 0.017000
Sum: 0.031000
It 0,Best ac:0.001740 0.800000 fi:0.299728. Ave ac:0.008585,0.015626
Initialization: 6.481000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.986000
Kernel 1: 0.024000
Kernel 2: 111.199997
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.000870 1.000000 fi:0.183593. Ave ac:0.007718,0.012190
Initialization: 6.312000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.003000
Kernel 1: 0.024000
Kernel 2: 111.175003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001958 0.900000 fi:0.199653. Ave ac:0.008133,0.013894
Initialization: 6.536000
Memcpy Classifiers: 0.490000
Memcpy Instances: 8.986000
Kernel 1: 0.025000
Kernel 2: 112.246002
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001088 1.000000 fi:0.099955. Ave ac:0.008532,0.012219
Initialization: 6.529000
Memcpy Classifiers: 0.516000
Memcpy Instances: 9.003000
Kernel 1: 0.023000
Kernel 2: 112.427002
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.000870 1.000000 fi:0.183593. Ave ac:0.009520,0.013688
Initialization: 6.398000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.992000
Kernel 1: 0.024000
Kernel 2: 110.853996
Copyback: 0.019000
Sum: 0.034000
It 5,Best ac:0.001957 1.000000 fi:0.099653. Ave ac:0.008783,0.011968
Initialization: 6.442000
Memcpy Classifiers: 0.477000
Memcpy Instances: 9.023000
Kernel 1: 0.024000
Kernel 2: 111.216003
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001523 1.000000 fi:0.099804. Ave ac:0.007130,0.010185
Initialization: 6.497000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.013000
Kernel 1: 0.024000
Kernel 2: 110.873001
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.001958 1.000000 fi:0.099653. Ave ac:0.006829,0.010121
Initialization: 6.499000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.012000
Kernel 1: 0.024000
Kernel 2: 111.010002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001523 1.000000 fi:0.099804. Ave ac:0.006546,0.009814
Initialization: 6.426000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.010000
Kernel 1: 0.024000
Kernel 2: 111.943001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.002610 1.000000 fi:0.099426. Ave ac:0.005329,0.008150
Iteration 10:MDL fitness activated
Error 0.099426 TL 0.050283
MDL Theory Length Weight: 0.6591048570 (1)
Initialization: 6.489000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.000000
Kernel 1: 0.024000
Kernel 2: 110.551003
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001088 1.000000 fi:0.113468. Ave ac:0.004278,0.006272
Initialization: 6.526000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.991000
Kernel 1: 0.024000
Kernel 2: 106.217003
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.002174 1.000000 fi:0.114721. Ave ac:0.004544,0.007591
Initialization: 6.548000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.100000
Kernel 1: 0.023000
Kernel 2: 103.134003
Copyback: 0.018000
Sum: 0.037000
It 12,Best ac:0.002175 1.000000 fi:0.112067. Ave ac:0.003919,0.008012
Initialization: 6.476000
Memcpy Classifiers: 0.512000
Memcpy Instances: 8.997000
Kernel 1: 0.025000
Kernel 2: 98.296997
Copyback: 0.016000
Sum: 0.039000
It 13,Best ac:0.001305 1.000000 fi:0.113130. Ave ac:0.004464,0.008704
Initialization: 6.432000
Memcpy Classifiers: 0.465000
Memcpy Instances: 9.011000
Kernel 1: 0.025000
Kernel 2: 95.692001
Copyback: 0.017000
Sum: 0.039000
It 14,Best ac:0.001523 1.000000 fi:0.110127. Ave ac:0.003641,0.006423
Initialization: 6.446000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.005000
Kernel 1: 0.024000
Kernel 2: 93.398003
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.001088 1.000000 fi:0.109567. Ave ac:0.004222,0.007316
Initialization: 6.460000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.007000
Kernel 1: 0.027000
Kernel 2: 94.646004
Copyback: 0.016000
Sum: 0.036000
It 16,Best ac:0.001523 1.000000 fi:0.108793. Ave ac:0.003639,0.006071
Initialization: 6.492000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.984000
Kernel 1: 0.025000
Kernel 2: 89.669998
Copyback: 0.017000
Sum: 0.038000
It 17,Best ac:0.001305 1.000000 fi:0.111811. Ave ac:0.004366,0.007676
Initialization: 6.484000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.025000
Kernel 1: 0.025000
Kernel 2: 87.307999
Copyback: 0.017000
Sum: 0.038000
It 18,Best ac:0.001958 1.000000 fi:0.107988. Ave ac:0.005127,0.010185
Initialization: 6.500000
Memcpy Classifiers: 0.361000
Memcpy Instances: 10.947000
Kernel 1: 0.023000
Kernel 2: 84.828003
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.001305 1.000000 fi:0.111751. Ave ac:0.003602,0.006536
Initialization: 8.275000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.007000
Kernel 1: 0.023000
Kernel 2: 84.571999
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.001087 1.000000 fi:0.109141. Ave ac:0.004075,0.010180
Initialization: 6.479000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.031000
Kernel 1: 0.023000
Kernel 2: 84.767998
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001522 1.000000 fi:0.110289. Ave ac:0.004217,0.008784
Initialization: 6.998000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.993000
Kernel 1: 0.024000
Kernel 2: 87.320999
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.002610 1.000000 fi:0.109537. Ave ac:0.003722,0.010089
Initialization: 6.512000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.588000
Kernel 1: 0.023000
Kernel 2: 90.905998
Copyback: 0.019000
Sum: 0.036000
It 23,Best ac:0.001088 1.000000 fi:0.107059. Ave ac:0.004746,0.008122
Initialization: 8.138000
Memcpy Classifiers: 0.680000
Memcpy Instances: 9.812000
Kernel 1: 0.024000
Kernel 2: 87.570999
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001522 1.000000 fi:0.107678. Ave ac:0.003635,0.006069
Initialization: 7.807000
Memcpy Classifiers: 0.515000
Memcpy Instances: 11.308000
Kernel 1: 0.024000
Kernel 2: 86.542000
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.002827 1.000000 fi:0.107213. Ave ac:0.003492,0.004429
Initialization: 6.560000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.306000
Kernel 1: 0.024000
Kernel 2: 87.188004
Copyback: 0.018000
Sum: 0.039000
It 26,Best ac:0.001523 1.000000 fi:0.105848. Ave ac:0.003970,0.009185
Initialization: 6.638000
Memcpy Classifiers: 0.366000
Memcpy Instances: 11.592000
Kernel 1: 0.021000
Kernel 2: 84.344002
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001523 1.000000 fi:0.107561. Ave ac:0.003986,0.009044
Initialization: 7.878000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.000000
Kernel 1: 0.023000
Kernel 2: 81.643997
Copyback: 0.018000
Sum: 0.037000
It 28,Best ac:0.001305 1.000000 fi:0.107754. Ave ac:0.003176,0.010438
Initialization: 8.582000
Memcpy Classifiers: 0.683000
Memcpy Instances: 11.993000
Kernel 1: 0.024000
Kernel 2: 82.848000
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.001523 1.000000 fi:0.109625. Ave ac:0.004588,0.010571
Initialization: 8.995000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.005000
Kernel 1: 0.024000
Kernel 2: 84.084000
Copyback: 0.018000
Sum: 0.028000
It 30,Best ac:0.001087 1.000000 fi:0.107830. Ave ac:0.005784,0.013213
Initialization: 6.525000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.989000
Kernel 1: 0.024000
Kernel 2: 84.978996
Copyback: 0.018000
Sum: 0.024000
It 31,Best ac:0.001523 1.000000 fi:0.107506. Ave ac:0.004320,0.007358
Initialization: 7.332000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.896000
Kernel 1: 0.024000
Kernel 2: 83.097000
Copyback: 0.019000
Sum: 0.034000
It 32,Best ac:0.001305 1.000000 fi:0.107335. Ave ac:0.003462,0.006717
Initialization: 8.387000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.995000
Kernel 1: 0.025000
Kernel 2: 81.904999
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.004568 1.000000 fi:0.105940. Ave ac:0.003106,0.007442
Initialization: 26.801001
Memcpy Instances: 550.370972
Memcpy Classifiers: 0.074000
Kernel 1: 0.026000
Kernel 2: 436.776001
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.076000
Kernel 1: 0.017000
Kernel 2: 455.141998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 458.662994
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.022000
Kernel 2: 460.591003
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 459.309998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.016000
Kernel 2: 456.540985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 447.953003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.018000
Kernel 2: 469.143005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 448.872986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 454.255005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.021000
Kernel 2: 463.807007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 441.800995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 455.614990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.016000
Kernel 2: 436.375000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001231 0.887147 fi:0.223243. Ave ac:0.004158,0.018095
Best acc 0.001231 0.887147
Initialization: 7.173000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.026000
Kernel 1: 0.026000
Kernel 2: 113.102997
Copyback: 0.019000
Sum: 0.063000
Initial population average accuracy1:0.006702 accuracy2:0.276869
Initialization: 7.792000
Memcpy Classifiers: 0.667000
Memcpy Instances: 11.290000
Kernel 1: 0.031000
Kernel 2: 111.027000
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.000870 1.000000 fi:0.183593. Ave ac:0.008029,0.012762
Initialization: 6.438000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.010000
Kernel 1: 0.024000
Kernel 2: 110.735001
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.001305 0.857143 fi:0.242737. Ave ac:0.007882,0.012358
Initialization: 6.577000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.990000
Kernel 1: 0.025000
Kernel 2: 109.528999
Copyback: 0.018000
Sum: 0.030000
It 2,Best ac:0.001957 1.000000 fi:0.099653. Ave ac:0.006949,0.012143
Initialization: 6.409000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.017000
Kernel 1: 0.024000
Kernel 2: 108.588997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001088 1.000000 fi:0.099955. Ave ac:0.006158,0.010477
Initialization: 7.461000
Memcpy Classifiers: 0.460000
Memcpy Instances: 11.456000
Kernel 1: 0.023000
Kernel 2: 108.505997
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.001740 1.000000 fi:0.099728. Ave ac:0.005027,0.010017
Initialization: 7.693000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.034000
Kernel 1: 0.023000
Kernel 2: 107.350998
Copyback: 0.368000
Sum: 0.042000
It 5,Best ac:0.002610 1.000000 fi:0.099426. Ave ac:0.005738,0.011835
Initialization: 7.814000
Memcpy Classifiers: 0.591000
Memcpy Instances: 10.446000
Kernel 1: 0.024000
Kernel 2: 112.403999
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.002393 1.000000 fi:0.099501. Ave ac:0.004097,0.008604
Initialization: 6.432000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.989000
Kernel 1: 0.024000
Kernel 2: 110.181000
Copyback: 0.016000
Sum: 0.034000
It 7,Best ac:0.001957 1.000000 fi:0.099653. Ave ac:0.003342,0.005140
Initialization: 7.075000
Memcpy Classifiers: 0.473000
Memcpy Instances: 8.999000
Kernel 1: 0.025000
Kernel 2: 108.191002
Copyback: 0.018000
Sum: 0.048000
It 8,Best ac:0.001958 1.000000 fi:0.099653. Ave ac:0.002530,0.006077
Initialization: 8.163000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.019000
Kernel 1: 0.025000
Kernel 2: 112.990997
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.001523 1.000000 fi:0.099804. Ave ac:0.002906,0.003541
Iteration 10:MDL fitness activated
Error 0.099804 TL 0.049947
MDL Theory Length Weight: 0.6660625403 (5)
Initialization: 8.036000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.022000
Kernel 1: 0.024000
Kernel 2: 110.575996
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.001522 1.000000 fi:0.120727. Ave ac:0.002578,0.003543
Initialization: 6.465000
Memcpy Classifiers: 0.434000
Memcpy Instances: 13.370000
Kernel 1: 0.028000
Kernel 2: 112.735001
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.002175 1.000000 fi:0.121009. Ave ac:0.002563,0.006445
Initialization: 7.526000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.109000
Kernel 1: 0.024000
Kernel 2: 108.087997
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001087 1.000000 fi:0.120453. Ave ac:0.002715,0.004375
Initialization: 7.649000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.311000
Kernel 1: 0.024000
Kernel 2: 110.058998
Copyback: 0.016000
Sum: 0.031000
It 13,Best ac:0.001087 1.000000 fi:0.115697. Ave ac:0.003232,0.005310
Initialization: 8.390000
Memcpy Classifiers: 0.774000
Memcpy Instances: 13.279000
Kernel 1: 0.024000
Kernel 2: 110.672997
Copyback: 0.018000
Sum: 0.041000
It 14,Best ac:0.001958 1.000000 fi:0.118892. Ave ac:0.002780,0.003605
Initialization: 6.499000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.465000
Kernel 1: 0.027000
Kernel 2: 112.318001
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.001088 1.000000 fi:0.119413. Ave ac:0.002620,0.003283
Initialization: 6.572000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.067000
Kernel 1: 0.024000
Kernel 2: 109.828003
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.001958 1.000000 fi:0.121085. Ave ac:0.002157,0.003137
Initialization: 8.751000
Memcpy Classifiers: 0.462000
Memcpy Instances: 12.368000
Kernel 1: 0.023000
Kernel 2: 109.847000
Copyback: 0.017000
Sum: 0.038000
It 17,Best ac:0.001958 1.000000 fi:0.120737. Ave ac:0.002767,0.002429
Initialization: 7.659000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.071000
Kernel 1: 0.024000
Kernel 2: 113.670998
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001740 1.000000 fi:0.119186. Ave ac:0.002891,0.002977
Initialization: 7.723000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.303000
Kernel 1: 0.021000
Kernel 2: 111.281998
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.001523 1.000000 fi:0.121275. Ave ac:0.002573,0.002890
Initialization: 8.236000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.104000
Kernel 1: 0.024000
Kernel 2: 109.865997
Copyback: 0.018000
Sum: 0.045000
It 20,Best ac:0.002610 1.000000 fi:0.120163. Ave ac:0.002321,0.002252
Initialization: 7.683000
Memcpy Classifiers: 0.565000
Memcpy Instances: 13.088000
Kernel 1: 0.027000
Kernel 2: 107.583000
Copyback: 0.017000
Sum: 0.040000
It 21,Best ac:0.001305 1.000000 fi:0.115621. Ave ac:0.002586,0.002697
Initialization: 8.225000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.173000
Kernel 1: 0.028000
Kernel 2: 109.445999
Copyback: 0.017000
Sum: 0.044000
It 22,Best ac:0.001740 1.000000 fi:0.116464. Ave ac:0.002457,0.003453
Initialization: 7.650000
Memcpy Classifiers: 0.435000
Memcpy Instances: 12.242000
Kernel 1: 0.026000
Kernel 2: 107.342003
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.001958 1.000000 fi:0.117592. Ave ac:0.001856,0.002144
Initialization: 6.580000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.261000
Kernel 1: 0.025000
Kernel 2: 105.782997
Copyback: 0.018000
Sum: 0.048000
It 24,Best ac:0.003480 1.000000 fi:0.115031. Ave ac:0.002824,0.003968
Initialization: 9.442000
Memcpy Classifiers: 0.596000
Memcpy Instances: 11.316000
Kernel 1: 0.024000
Kernel 2: 101.077003
Copyback: 0.018000
Sum: 0.048000
It 25,Best ac:0.001087 1.000000 fi:0.115520. Ave ac:0.002900,0.003744
Initialization: 8.358000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.056000
Kernel 1: 0.025000
Kernel 2: 104.714996
Copyback: 0.018000
Sum: 0.040000
It 26,Best ac:0.003045 1.000000 fi:0.119381. Ave ac:0.002900,0.004280
Initialization: 7.242000
Memcpy Classifiers: 0.713000
Memcpy Instances: 12.939000
Kernel 1: 0.025000
Kernel 2: 97.014000
Copyback: 0.018000
Sum: 0.045000
It 27,Best ac:0.001740 1.000000 fi:0.116089. Ave ac:0.002365,0.004496
Initialization: 6.433000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.301000
Kernel 1: 0.024000
Kernel 2: 96.946999
Copyback: 0.018000
Sum: 0.032000
It 28,Best ac:0.001305 1.000000 fi:0.113851. Ave ac:0.002403,0.002947
Initialization: 6.402000
Memcpy Classifiers: 0.415000
Memcpy Instances: 12.176000
Kernel 1: 0.027000
Kernel 2: 97.259003
Copyback: 0.019000
Sum: 0.048000
It 29,Best ac:0.001088 1.000000 fi:0.113926. Ave ac:0.002668,0.003422
Initialization: 9.318000
Memcpy Classifiers: 0.569000
Memcpy Instances: 11.877000
Kernel 1: 0.025000
Kernel 2: 96.291000
Copyback: 0.018000
Sum: 0.037000
It 30,Best ac:0.001305 1.000000 fi:0.116005. Ave ac:0.002038,0.002472
Initialization: 7.088000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.006000
Kernel 1: 0.024000
Kernel 2: 102.767998
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001305 1.000000 fi:0.116379. Ave ac:0.002719,0.002918
Initialization: 8.558000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.007000
Kernel 1: 0.025000
Kernel 2: 96.786003
Copyback: 0.020000
Sum: 0.052000
It 32,Best ac:0.002610 1.000000 fi:0.115436. Ave ac:0.002456,0.002682
Initialization: 8.369000
Memcpy Classifiers: 0.380000
Memcpy Instances: 12.803000
Kernel 1: 0.023000
Kernel 2: 99.348000
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.001088 1.000000 fi:0.116795. Ave ac:0.002791,0.002792
Initialization: 27.839001
Memcpy Instances: 551.807983
Memcpy Classifiers: 0.087000
Kernel 1: 0.028000
Kernel 2: 508.057007
Copyback: 0.016000
Sum: 0.018000
Memcpy Classifiers: 0.101000
Kernel 1: 0.023000
Kernel 2: 519.961975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 502.533997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 516.481018
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 521.768982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.099000
Kernel 1: 0.022000
Kernel 2: 514.648010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 499.912994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 504.071991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 504.951996
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.017000
Kernel 2: 512.289978
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.102000
Kernel 1: 0.024000
Kernel 2: 516.892029
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.023000
Kernel 2: 506.631989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 528.992981
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.022000
Kernel 2: 485.772003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001897 0.840077 fi:0.273568. Ave ac:0.002930,0.010609
Best acc 0.001897 0.840077
Rule:Att PSSM_-1_12 is [<-1.001352]|Att PSSM_0_1 is [>4.991261]|Att PSSM_0_12 is [<-3.160177]|Att PSSM_1_10 is [-1.346194,7.346194]|Att PSSM_4_13 is [-5.696239,7.743084]|1
Accuracy : 0.716312
0	1	
163534	546	
66018	4540	
Removed 319 instances. 229552 Instances left. Acc of rule 0.001231-0.887147
Initialization: 6.484000
Memcpy Classifiers: 0.667000
Memcpy Instances: 9.031000
Kernel 1: 0.026000
Kernel 2: 114.012001
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006537 accuracy2:0.273389
Initialization: 6.496000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.970000
Kernel 1: 0.025000
Kernel 2: 112.261002
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.003049 0.777778 fi:0.321493. Ave ac:0.006886,0.012360
Initialization: 6.501000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.994000
Kernel 1: 0.024000
Kernel 2: 109.688004
Copyback: 0.019000
Sum: 0.045000
It 1,Best ac:0.001743 1.000000 fi:0.099726. Ave ac:0.006536,0.010910
Initialization: 6.406000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.002000
Kernel 1: 0.031000
Kernel 2: 109.357002
Copyback: 0.372000
Sum: 0.037000
It 2,Best ac:0.001307 1.000000 fi:0.099878. Ave ac:0.006659,0.011371
Initialization: 9.062000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.014000
Kernel 1: 0.024000
Kernel 2: 110.309998
Copyback: 0.016000
Sum: 0.033000
It 3,Best ac:0.001524 1.000000 fi:0.099802. Ave ac:0.006680,0.012450
Initialization: 7.945000
Memcpy Classifiers: 0.496000
Memcpy Instances: 12.292000
Kernel 1: 0.023000
Kernel 2: 108.845001
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001525 1.000000 fi:0.099802. Ave ac:0.004824,0.008108
Initialization: 6.493000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.986000
Kernel 1: 0.025000
Kernel 2: 106.764999
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.001307 1.000000 fi:0.099878. Ave ac:0.004021,0.006471
Initialization: 6.481000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.006000
Kernel 1: 0.025000
Kernel 2: 106.197998
Copyback: 0.016000
Sum: 0.033000
It 6,Best ac:0.003267 1.000000 fi:0.099194. Ave ac:0.004625,0.009964
Initialization: 6.459000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.994000
Kernel 1: 0.025000
Kernel 2: 106.725998
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.002832 1.000000 fi:0.099346. Ave ac:0.003289,0.005238
Initialization: 6.498000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.993000
Kernel 1: 0.025000
Kernel 2: 105.108002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003050 1.000000 fi:0.099270. Ave ac:0.002894,0.005649
Initialization: 6.460000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.006000
Kernel 1: 0.024000
Kernel 2: 108.459000
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003267 1.000000 fi:0.099194. Ave ac:0.002859,0.004089
Iteration 10:MDL fitness activated
Error 0.099194 TL 0.037977
MDL Theory Length Weight: 0.8706424719 (1)
Initialization: 6.468000
Memcpy Classifiers: 0.464000
Memcpy Instances: 8.973000
Kernel 1: 0.026000
Kernel 2: 111.097000
Copyback: 0.018000
Sum: 0.035000
It 10,Best ac:0.001089 1.000000 fi:0.121260. Ave ac:0.003097,0.003839
Initialization: 6.451000
Memcpy Classifiers: 0.495000
Memcpy Instances: 8.985000
Kernel 1: 0.024000
Kernel 2: 108.869003
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001089 1.000000 fi:0.121260. Ave ac:0.003327,0.003960
Initialization: 6.478000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.986000
Kernel 1: 0.025000
Kernel 2: 107.283997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.002832 1.000000 fi:0.120259. Ave ac:0.002930,0.003868
Initialization: 6.565000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.980000
Kernel 1: 0.024000
Kernel 2: 102.992996
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001307 1.000000 fi:0.127262. Ave ac:0.003193,0.003568
Initialization: 6.334000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.001000
Kernel 1: 0.025000
Kernel 2: 106.652000
Copyback: 0.020000
Sum: 0.030000
It 14,Best ac:0.001743 1.000000 fi:0.118244. Ave ac:0.003263,0.003478
Initialization: 6.477000
Memcpy Classifiers: 0.474000
Memcpy Instances: 9.000000
Kernel 1: 0.025000
Kernel 2: 105.646004
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001089 1.000000 fi:0.127691. Ave ac:0.002822,0.003321
Initialization: 6.364000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.009000
Kernel 1: 0.024000
Kernel 2: 106.264999
Copyback: 0.017000
Sum: 0.040000
It 16,Best ac:0.002179 1.000000 fi:0.120487. Ave ac:0.001980,0.002587
Initialization: 6.536000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.995000
Kernel 1: 0.024000
Kernel 2: 109.053001
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.002397 1.000000 fi:0.127244. Ave ac:0.002217,0.003755
Initialization: 6.510000
Memcpy Classifiers: 0.492000
Memcpy Instances: 9.067000
Kernel 1: 0.023000
Kernel 2: 113.918999
Copyback: 0.017000
Sum: 0.038000
It 18,Best ac:0.002396 1.000000 fi:0.120804. Ave ac:0.003003,0.003652
Initialization: 6.502000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.996000
Kernel 1: 0.024000
Kernel 2: 108.936996
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.003049 1.000000 fi:0.122489. Ave ac:0.002643,0.002961
Initialization: 6.409000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.002000
Kernel 1: 0.024000
Kernel 2: 109.001999
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001960 1.000000 fi:0.120086. Ave ac:0.002118,0.001976
Initialization: 6.467000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.997000
Kernel 1: 0.026000
Kernel 2: 101.889000
Copyback: 0.017000
Sum: 0.039000
It 21,Best ac:0.001960 1.000000 fi:0.117740. Ave ac:0.001767,0.001677
Initialization: 6.474000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.983000
Kernel 1: 0.025000
Kernel 2: 90.902000
Copyback: 0.017000
Sum: 0.043000
It 22,Best ac:0.003486 1.000000 fi:0.118187. Ave ac:0.002235,0.002126
Initialization: 6.454000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.020000
Kernel 1: 0.023000
Kernel 2: 92.970001
Copyback: 0.016000
Sum: 0.041000
It 23,Best ac:0.001960 1.000000 fi:0.117739. Ave ac:0.001753,0.002247
Initialization: 6.459000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.033000
Kernel 1: 0.024000
Kernel 2: 94.850998
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.002397 1.000000 fi:0.119935. Ave ac:0.002248,0.002191
Initialization: 7.954000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.264000
Kernel 1: 0.022000
Kernel 2: 95.916000
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.002178 1.000000 fi:0.120417. Ave ac:0.002170,0.002414
Initialization: 7.025000
Memcpy Classifiers: 0.615000
Memcpy Instances: 13.657000
Kernel 1: 0.025000
Kernel 2: 94.983002
Copyback: 0.017000
Sum: 0.041000
It 26,Best ac:0.002395 1.000000 fi:0.117588. Ave ac:0.002577,0.003105
Initialization: 9.480000
Memcpy Classifiers: 0.648000
Memcpy Instances: 13.136000
Kernel 1: 0.025000
Kernel 2: 94.764000
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.003485 1.000000 fi:0.118761. Ave ac:0.002426,0.002492
Initialization: 6.467000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.005000
Kernel 1: 0.024000
Kernel 2: 93.898003
Copyback: 0.016000
Sum: 0.031000
It 28,Best ac:0.001960 1.000000 fi:0.120087. Ave ac:0.002889,0.002870
Initialization: 6.435000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.989000
Kernel 1: 0.025000
Kernel 2: 94.313004
Copyback: 0.016000
Sum: 0.032000
It 29,Best ac:0.003049 1.000000 fi:0.123268. Ave ac:0.002365,0.003567
Initialization: 6.456000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.993000
Kernel 1: 0.025000
Kernel 2: 95.853996
Copyback: 0.020000
Sum: 0.029000
It 30,Best ac:0.001307 1.000000 fi:0.120315. Ave ac:0.002168,0.001976
Initialization: 6.439000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.994000
Kernel 1: 0.025000
Kernel 2: 97.153999
Copyback: 0.018000
Sum: 0.032000
It 31,Best ac:0.001089 1.000000 fi:0.116489. Ave ac:0.002589,0.002755
Initialization: 6.530000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.013000
Kernel 1: 0.023000
Kernel 2: 95.873001
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001525 1.000000 fi:0.117891. Ave ac:0.001774,0.002204
Initialization: 6.529000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.971000
Kernel 1: 0.025000
Kernel 2: 93.467003
Copyback: 0.017000
Sum: 0.038000
It 33,Best ac:0.002396 1.000000 fi:0.121203. Ave ac:0.002241,0.002312
Initialization: 22.193001
Memcpy Instances: 450.700012
Memcpy Classifiers: 0.058000
Kernel 1: 0.025000
Kernel 2: 481.510986
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 467.329010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 481.119995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.021000
Kernel 2: 484.183990
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 480.743988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 476.526001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 459.523010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 484.846985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 475.024994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 463.003998
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 461.510986
Copyback: 0.020000
Sum: 0.004000
Memcpy Classifiers: 0.058000
Kernel 1: 0.020000
Kernel 2: 474.296997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 459.631989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 457.881012
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.002056 0.885553 fi:0.238061. Ave ac:0.002469,0.008580
Best acc 0.002056 0.885553
Initialization: 6.427000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.026000
Kernel 1: 0.027000
Kernel 2: 111.150002
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.006751 accuracy2:0.289437
Initialization: 6.440000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.017000
Kernel 1: 0.025000
Kernel 2: 111.166000
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.001524 1.000000 fi:0.099802. Ave ac:0.007831,0.013621
Initialization: 7.791000
Memcpy Classifiers: 0.739000
Memcpy Instances: 11.884000
Kernel 1: 0.032000
Kernel 2: 107.398003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000871 1.000000 fi:0.179882. Ave ac:0.006962,0.013001
Initialization: 6.410000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.003000
Kernel 1: 0.023000
Kernel 2: 107.196999
Copyback: 0.017000
Sum: 0.038000
It 2,Best ac:0.001525 1.000000 fi:0.099802. Ave ac:0.006522,0.011417
Initialization: 6.544000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.187000
Kernel 1: 0.024000
Kernel 2: 105.559998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001307 0.857143 fi:0.242735. Ave ac:0.004966,0.009108
Initialization: 7.723000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.392000
Kernel 1: 0.024000
Kernel 2: 108.250000
Copyback: 0.018000
Sum: 0.041000
It 4,Best ac:0.002614 1.000000 fi:0.099422. Ave ac:0.005320,0.008693
Initialization: 6.426000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.976000
Kernel 1: 0.024000
Kernel 2: 106.028000
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.002178 1.000000 fi:0.099574. Ave ac:0.004185,0.006828
Initialization: 6.396000
Memcpy Classifiers: 0.469000
Memcpy Instances: 13.276000
Kernel 1: 0.027000
Kernel 2: 105.220001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.002395 1.000000 fi:0.099498. Ave ac:0.004292,0.006758
Initialization: 6.614000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.972000
Kernel 1: 0.026000
Kernel 2: 104.669998
Copyback: 0.371000
Sum: 0.036000
It 7,Best ac:0.001089 1.000000 fi:0.099954. Ave ac:0.003977,0.005843
Initialization: 6.538000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.555000
Kernel 1: 0.024000
Kernel 2: 105.787003
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.002178 1.000000 fi:0.099574. Ave ac:0.004854,0.007747
Initialization: 7.540000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.259000
Kernel 1: 0.034000
Kernel 2: 105.226997
Copyback: 0.016000
Sum: 0.038000
It 9,Best ac:0.004357 1.000000 fi:0.098813. Ave ac:0.004659,0.007250
Iteration 10:MDL fitness activated
Error 0.098813 TL 0.031405
MDL Theory Length Weight: 1.0488201913 (1)
Initialization: 6.462000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.316000
Kernel 1: 0.024000
Kernel 2: 101.206001
Copyback: 0.020000
Sum: 0.038000
It 10,Best ac:0.001307 1.000000 fi:0.136417. Ave ac:0.003031,0.004708
Initialization: 7.557000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.539000
Kernel 1: 0.024000
Kernel 2: 101.115997
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003267 1.000000 fi:0.127736. Ave ac:0.003836,0.005219
Initialization: 6.449000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.137000
Kernel 1: 0.023000
Kernel 2: 100.674004
Copyback: 0.018000
Sum: 0.042000
It 12,Best ac:0.003703 1.000000 fi:0.127584. Ave ac:0.003227,0.005401
Initialization: 7.411000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.258000
Kernel 1: 0.026000
Kernel 2: 103.598000
Copyback: 0.018000
Sum: 0.044000
It 13,Best ac:0.001089 1.000000 fi:0.131409. Ave ac:0.003719,0.006190
Initialization: 6.448000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.987000
Kernel 1: 0.025000
Kernel 2: 104.085999
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.002614 1.000000 fi:0.130091. Ave ac:0.003813,0.005447
Initialization: 6.402000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.008000
Kernel 1: 0.024000
Kernel 2: 105.857002
Copyback: 0.016000
Sum: 0.032000
It 15,Best ac:0.001089 1.000000 fi:0.129803. Ave ac:0.003703,0.005301
Initialization: 6.555000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.976000
Kernel 1: 0.024000
Kernel 2: 102.454002
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.003485 1.000000 fi:0.130611. Ave ac:0.003152,0.004493
Initialization: 6.451000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.977000
Kernel 1: 0.025000
Kernel 2: 104.278000
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.001089 1.000000 fi:0.127073. Ave ac:0.003156,0.004990
Initialization: 6.427000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.022000
Kernel 1: 0.024000
Kernel 2: 104.775002
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.001960 1.000000 fi:0.126808. Ave ac:0.002998,0.004539
Initialization: 6.465000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.994000
Kernel 1: 0.024000
Kernel 2: 101.939003
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.002395 1.000000 fi:0.130111. Ave ac:0.003068,0.004279
Initialization: 6.464000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.980000
Kernel 1: 0.025000
Kernel 2: 99.886002
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001525 1.000000 fi:0.132030. Ave ac:0.003246,0.004318
Initialization: 6.425000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.002000
Kernel 1: 0.024000
Kernel 2: 101.595001
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.003049 1.000000 fi:0.126389. Ave ac:0.003606,0.005437
Initialization: 6.457000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.005000
Kernel 1: 0.025000
Kernel 2: 101.240997
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.002614 1.000000 fi:0.126580. Ave ac:0.003306,0.004728
Initialization: 6.543000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.012000
Kernel 1: 0.024000
Kernel 2: 100.582001
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001089 1.000000 fi:0.128234. Ave ac:0.003665,0.005378
Initialization: 7.667000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.533000
Kernel 1: 0.027000
Kernel 2: 98.075996
Copyback: 0.018000
Sum: 0.033000
It 24,Best ac:0.001525 1.000000 fi:0.126960. Ave ac:0.002781,0.004207
Initialization: 6.390000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.997000
Kernel 1: 0.025000
Kernel 2: 99.613998
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.002614 1.000000 fi:0.127645. Ave ac:0.003614,0.005774
Initialization: 6.515000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.987000
Kernel 1: 0.025000
Kernel 2: 94.945000
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001743 1.000000 fi:0.126366. Ave ac:0.002630,0.003527
Initialization: 7.768000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.667000
Kernel 1: 0.024000
Kernel 2: 92.348999
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.002179 1.000000 fi:0.124328. Ave ac:0.002790,0.003377
Initialization: 6.528000
Memcpy Classifiers: 0.353000
Memcpy Instances: 12.520000
Kernel 1: 0.024000
Kernel 2: 92.889999
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.001525 1.000000 fi:0.124961. Ave ac:0.003015,0.004130
Initialization: 6.456000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.977000
Kernel 1: 0.024000
Kernel 2: 89.551003
Copyback: 0.018000
Sum: 0.038000
It 29,Best ac:0.003268 1.000000 fi:0.120562. Ave ac:0.002478,0.002545
Initialization: 7.109000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.979000
Kernel 1: 0.026000
Kernel 2: 88.334000
Copyback: 0.018000
Sum: 0.037000
It 30,Best ac:0.001961 1.000000 fi:0.124404. Ave ac:0.002374,0.002762
Initialization: 8.291000
Memcpy Classifiers: 0.647000
Memcpy Instances: 13.183000
Kernel 1: 0.024000
Kernel 2: 89.115997
Copyback: 0.017000
Sum: 0.039000
It 31,Best ac:0.001525 1.000000 fi:0.121312. Ave ac:0.001959,0.003089
Initialization: 7.273000
Memcpy Classifiers: 0.460000
Memcpy Instances: 11.783000
Kernel 1: 0.027000
Kernel 2: 89.392998
Copyback: 0.018000
Sum: 0.034000
It 32,Best ac:0.001307 1.000000 fi:0.127190. Ave ac:0.002528,0.003415
Initialization: 7.099000
Memcpy Classifiers: 0.420000
Memcpy Instances: 12.816000
Kernel 1: 0.025000
Kernel 2: 91.334999
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001089 1.000000 fi:0.124011. Ave ac:0.003300,0.004456
Initialization: 22.753000
Memcpy Instances: 528.861023
Memcpy Classifiers: 0.086000
Kernel 1: 0.029000
Kernel 2: 470.743011
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 466.705994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 468.118988
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.023000
Kernel 2: 474.910004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 495.424011
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.022000
Kernel 2: 464.302002
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 473.717010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 471.083008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 484.066010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 473.602997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 449.955994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 486.976990
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 453.441986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 444.470001
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001734 0.845011 fi:0.281877. Ave ac:0.003008,0.011412
Best acc 0.001734 0.845011
Rule:Att PSSM_-3_7 is [<3.313498]|Att PSSM_-2_7 is [-6.521938,3.513666]|Att PSSM_-1_6 is [-6.945337,-1.054663]|Att PSSM_0_2 is [-6.106969,-4.933470]|Att PSSM_0_13 is [-0.679541,4.679541]|Att PSSM_1_12 is [<-2.224452]|Att PSSM_1_15 is [<-1.694902]|Att PSSM_4_7 is [<-2.681551]|1
Accuracy : 0.718064
0	1	
163473	607	
65546	5012	
Removed 533 instances. 229019 Instances left. Acc of rule 0.002056-0.885553
Initialization: 6.659000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.953000
Kernel 1: 0.028000
Kernel 2: 108.011002
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005398 accuracy2:0.283510
Initialization: 6.505000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.984000
Kernel 1: 0.024000
Kernel 2: 109.309998
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.001747 1.000000 fi:0.099721. Ave ac:0.007258,0.013086
Initialization: 6.529000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.956000
Kernel 1: 0.026000
Kernel 2: 108.250999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001310 0.857143 fi:0.242732. Ave ac:0.008307,0.013839
Initialization: 6.445000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.162000
Kernel 1: 0.024000
Kernel 2: 106.642998
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.001092 1.000000 fi:0.099951. Ave ac:0.007645,0.011876
Initialization: 6.404000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.999000
Kernel 1: 0.024000
Kernel 2: 106.860001
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001310 1.000000 fi:0.099874. Ave ac:0.006333,0.011226
Initialization: 6.548000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.975000
Kernel 1: 0.024000
Kernel 2: 103.445999
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001528 1.000000 fi:0.099798. Ave ac:0.005699,0.011166
Initialization: 6.442000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.952000
Kernel 1: 0.024000
Kernel 2: 103.491997
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.002183 1.000000 fi:0.099568. Ave ac:0.005290,0.008093
Initialization: 6.435000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.980000
Kernel 1: 0.024000
Kernel 2: 101.946999
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.002183 1.000000 fi:0.099568. Ave ac:0.005179,0.007548
Initialization: 8.640000
Memcpy Classifiers: 0.881000
Memcpy Instances: 12.998000
Kernel 1: 0.024000
Kernel 2: 100.971001
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.002838 1.000000 fi:0.099339. Ave ac:0.003806,0.004727
Initialization: 6.387000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.971000
Kernel 1: 0.024000
Kernel 2: 100.755997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.002401 1.000000 fi:0.099492. Ave ac:0.003362,0.004305
Initialization: 6.473000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.971000
Kernel 1: 0.025000
Kernel 2: 101.299004
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.003711 1.000000 fi:0.099033. Ave ac:0.003298,0.004281
Iteration 10:MDL fitness activated
Error 0.099033 TL 0.037406
MDL Theory Length Weight: 0.8825047556 (1)
Initialization: 6.489000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.975000
Kernel 1: 0.025000
Kernel 2: 104.510002
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001310 1.000000 fi:0.124292. Ave ac:0.003283,0.004873
Initialization: 6.497000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.956000
Kernel 1: 0.025000
Kernel 2: 105.557999
Copyback: 0.372000
Sum: 0.027000
It 11,Best ac:0.001310 1.000000 fi:0.123416. Ave ac:0.003727,0.004885
Initialization: 6.454000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.992000
Kernel 1: 0.024000
Kernel 2: 101.657997
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001310 1.000000 fi:0.123085. Ave ac:0.004105,0.006521
Initialization: 6.459000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.996000
Kernel 1: 0.024000
Kernel 2: 102.305000
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.002620 1.000000 fi:0.120979. Ave ac:0.003629,0.005332
Initialization: 6.903000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.948000
Kernel 1: 0.025000
Kernel 2: 101.616997
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001528 1.000000 fi:0.122276. Ave ac:0.002377,0.003893
Initialization: 6.424000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.952000
Kernel 1: 0.024000
Kernel 2: 102.433998
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001091 1.000000 fi:0.118473. Ave ac:0.002746,0.003775
Initialization: 6.460000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.009000
Kernel 1: 0.025000
Kernel 2: 101.211998
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001310 1.000000 fi:0.122796. Ave ac:0.003225,0.004553
Initialization: 6.441000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.983000
Kernel 1: 0.024000
Kernel 2: 101.063004
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001091 1.000000 fi:0.120153. Ave ac:0.003001,0.005579
Initialization: 6.439000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.966000
Kernel 1: 0.025000
Kernel 2: 100.603996
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.002838 1.000000 fi:0.124970. Ave ac:0.002753,0.003923
Initialization: 6.564000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.943000
Kernel 1: 0.025000
Kernel 2: 100.403999
Copyback: 0.018000
Sum: 0.040000
It 19,Best ac:0.001747 1.000000 fi:0.119923. Ave ac:0.003124,0.004684
Initialization: 8.524000
Memcpy Classifiers: 0.682000
Memcpy Instances: 13.542000
Kernel 1: 0.027000
Kernel 2: 98.296997
Copyback: 0.018000
Sum: 0.036000
It 20,Best ac:0.001528 1.000000 fi:0.124684. Ave ac:0.003050,0.004300
Initialization: 8.717000
Memcpy Classifiers: 0.679000
Memcpy Instances: 9.077000
Kernel 1: 0.025000
Kernel 2: 99.036003
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001965 1.000000 fi:0.120234. Ave ac:0.002886,0.003190
Initialization: 8.004000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.980000
Kernel 1: 0.025000
Kernel 2: 99.021004
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.002183 1.000000 fi:0.128649. Ave ac:0.002511,0.003527
Initialization: 6.506000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.950000
Kernel 1: 0.025000
Kernel 2: 99.948997
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001965 1.000000 fi:0.120234. Ave ac:0.002512,0.003037
Initialization: 6.485000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.989000
Kernel 1: 0.024000
Kernel 2: 99.478996
Copyback: 0.016000
Sum: 0.029000
It 24,Best ac:0.002183 1.000000 fi:0.120645. Ave ac:0.003240,0.005678
MDL Theory Length Weight: 0.7942542801 (10)
Initialization: 6.411000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.983000
Kernel 1: 0.024000
Kernel 2: 96.388000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001310 1.000000 fi:0.117792. Ave ac:0.003035,0.003343
Initialization: 6.447000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.952000
Kernel 1: 0.026000
Kernel 2: 99.099998
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.002620 1.000000 fi:0.118518. Ave ac:0.003053,0.004057
Initialization: 6.511000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.975000
Kernel 1: 0.023000
Kernel 2: 94.080002
Copyback: 0.016000
Sum: 0.027000
It 27,Best ac:0.001747 1.000000 fi:0.117786. Ave ac:0.002613,0.005547
Initialization: 6.516000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.962000
Kernel 1: 0.024000
Kernel 2: 95.773003
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.003274 1.000000 fi:0.118593. Ave ac:0.002438,0.003763
Initialization: 6.455000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.954000
Kernel 1: 0.025000
Kernel 2: 95.384003
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.002183 1.000000 fi:0.115684. Ave ac:0.002861,0.003485
Initialization: 6.419000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.017000
Kernel 1: 0.024000
Kernel 2: 93.780998
Copyback: 0.016000
Sum: 0.030000
It 30,Best ac:0.001091 1.000000 fi:0.119265. Ave ac:0.002094,0.002555
Initialization: 6.397000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.971000
Kernel 1: 0.025000
Kernel 2: 94.789001
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.002183 1.000000 fi:0.116045. Ave ac:0.002422,0.003409
Initialization: 7.174000
Memcpy Classifiers: 0.361000
Memcpy Instances: 12.701000
Kernel 1: 0.023000
Kernel 2: 93.535004
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.001528 1.000000 fi:0.114456. Ave ac:0.003995,0.005444
Initialization: 6.522000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.951000
Kernel 1: 0.026000
Kernel 2: 92.656998
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.002401 1.000000 fi:0.112569. Ave ac:0.002990,0.004108
Initialization: 22.044001
Memcpy Instances: 562.935974
Memcpy Classifiers: 0.067000
Kernel 1: 0.026000
Kernel 2: 454.691010
Copyback: 0.016000
Sum: 0.018000
Memcpy Classifiers: 0.102000
Kernel 1: 0.023000
Kernel 2: 460.756989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.023000
Kernel 2: 464.877991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.017000
Kernel 2: 462.317993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.017000
Kernel 2: 477.359009
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.023000
Kernel 2: 463.170013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 477.842010
Copyback: 0.366000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.022000
Kernel 2: 479.785004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.022000
Kernel 2: 470.825012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 475.764008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 484.419006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.020000
Kernel 2: 469.255005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 463.847992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 467.088013
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.002563 0.834993 fi:0.290615. Ave ac:0.003325,0.012754
Best acc 0.002563 0.834993
Initialization: 6.508000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.974000
Kernel 1: 0.026000
Kernel 2: 110.732002
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006455 accuracy2:0.274040
Initialization: 6.535000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.949000
Kernel 1: 0.025000
Kernel 2: 110.675003
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.001747 0.888889 fi:0.210833. Ave ac:0.008020,0.014648
Initialization: 6.452000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.965000
Kernel 1: 0.024000
Kernel 2: 110.487999
Copyback: 0.016000
Sum: 0.034000
It 1,Best ac:0.001528 0.875000 fi:0.224798. Ave ac:0.008024,0.015615
Initialization: 6.391000
Memcpy Classifiers: 0.550000
Memcpy Instances: 9.007000
Kernel 1: 0.024000
Kernel 2: 111.473999
Copyback: 0.019000
Sum: 0.039000
It 2,Best ac:0.001529 1.000000 fi:0.099798. Ave ac:0.006867,0.013430
Initialization: 6.845000
Memcpy Classifiers: 0.944000
Memcpy Instances: 10.256000
Kernel 1: 0.024000
Kernel 2: 109.755997
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.002838 0.928571 fi:0.170767. Ave ac:0.005214,0.008589
Initialization: 6.451000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.944000
Kernel 1: 0.026000
Kernel 2: 110.113998
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.001310 1.000000 fi:0.099874. Ave ac:0.006352,0.010650
Initialization: 6.467000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.009000
Kernel 1: 0.025000
Kernel 2: 106.997002
Copyback: 0.016000
Sum: 0.033000
It 5,Best ac:0.001528 1.000000 fi:0.099798. Ave ac:0.005518,0.009334
Initialization: 6.456000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.960000
Kernel 1: 0.025000
Kernel 2: 106.478996
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.002183 1.000000 fi:0.099568. Ave ac:0.004800,0.010300
Initialization: 6.397000
Memcpy Classifiers: 0.479000
Memcpy Instances: 8.991000
Kernel 1: 0.024000
Kernel 2: 107.155998
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.001965 1.000000 fi:0.099645. Ave ac:0.004873,0.008620
Initialization: 6.371000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.951000
Kernel 1: 0.026000
Kernel 2: 104.293999
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.001528 1.000000 fi:0.099798. Ave ac:0.003819,0.007927
Initialization: 6.450000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.461000
Kernel 1: 0.025000
Kernel 2: 103.690002
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.002838 1.000000 fi:0.099339. Ave ac:0.003119,0.005290
Iteration 10:MDL fitness activated
Error 0.099339 TL 0.038629
MDL Theory Length Weight: 0.8571974647 (1)
Initialization: 6.571000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.346000
Kernel 1: 0.024000
Kernel 2: 105.415001
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.001965 1.000000 fi:0.122533. Ave ac:0.004199,0.008406
Initialization: 6.433000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.900000
Kernel 1: 0.024000
Kernel 2: 104.360001
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.001310 1.000000 fi:0.128668. Ave ac:0.002461,0.004575
Initialization: 6.848000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.986000
Kernel 1: 0.024000
Kernel 2: 100.098999
Copyback: 0.018000
Sum: 0.041000
It 12,Best ac:0.003275 1.000000 fi:0.120577. Ave ac:0.003261,0.005564
Initialization: 8.248000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.867000
Kernel 1: 0.024000
Kernel 2: 99.778000
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.001310 1.000000 fi:0.121910. Ave ac:0.003287,0.003832
Initialization: 6.419000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.977000
Kernel 1: 0.025000
Kernel 2: 99.455002
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.001310 1.000000 fi:0.119173. Ave ac:0.002837,0.004570
Initialization: 6.428000
Memcpy Classifiers: 0.497000
Memcpy Instances: 9.021000
Kernel 1: 0.024000
Kernel 2: 99.920998
Copyback: 0.372000
Sum: 0.031000
It 15,Best ac:0.001528 1.000000 fi:0.121687. Ave ac:0.002967,0.005143
Initialization: 6.461000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.969000
Kernel 1: 0.025000
Kernel 2: 96.310997
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001528 1.000000 fi:0.121447. Ave ac:0.002870,0.004024
Initialization: 6.472000
Memcpy Classifiers: 0.379000
Memcpy Instances: 12.425000
Kernel 1: 0.025000
Kernel 2: 97.428001
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.001965 1.000000 fi:0.119140. Ave ac:0.001961,0.002652
Initialization: 6.461000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.506000
Kernel 1: 0.025000
Kernel 2: 98.264999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001528 1.000000 fi:0.120621. Ave ac:0.002579,0.004586
Initialization: 8.516000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.969000
Kernel 1: 0.024000
Kernel 2: 102.929001
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.002183 1.000000 fi:0.121902. Ave ac:0.002164,0.004134
Initialization: 6.423000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.458000
Kernel 1: 0.025000
Kernel 2: 98.413002
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001310 1.000000 fi:0.119370. Ave ac:0.002208,0.003386
Initialization: 8.101000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.970000
Kernel 1: 0.025000
Kernel 2: 102.324997
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.003057 1.000000 fi:0.121596. Ave ac:0.003088,0.003159
Initialization: 6.420000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.976000
Kernel 1: 0.026000
Kernel 2: 101.168999
Copyback: 0.018000
Sum: 0.039000
It 22,Best ac:0.001310 1.000000 fi:0.118814. Ave ac:0.002636,0.003581
Initialization: 8.434000
Memcpy Classifiers: 0.565000
Memcpy Instances: 10.386000
Kernel 1: 0.026000
Kernel 2: 100.091003
Copyback: 0.019000
Sum: 0.034000
It 23,Best ac:0.001310 1.000000 fi:0.125931. Ave ac:0.002235,0.002717
Initialization: 6.512000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.981000
Kernel 1: 0.025000
Kernel 2: 101.221001
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001746 1.000000 fi:0.118662. Ave ac:0.002092,0.002317
Initialization: 6.519000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.995000
Kernel 1: 0.025000
Kernel 2: 102.353996
Copyback: 0.018000
Sum: 0.042000
It 25,Best ac:0.001747 1.000000 fi:0.124607. Ave ac:0.002235,0.003436
Initialization: 6.386000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.987000
Kernel 1: 0.026000
Kernel 2: 101.847000
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001528 1.000000 fi:0.114083. Ave ac:0.002388,0.003601
Initialization: 6.408000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.015000
Kernel 1: 0.024000
Kernel 2: 101.106003
Copyback: 0.017000
Sum: 0.043000
It 27,Best ac:0.001747 1.000000 fi:0.122174. Ave ac:0.002240,0.002610
Initialization: 6.466000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.958000
Kernel 1: 0.026000
Kernel 2: 97.515999
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001310 1.000000 fi:0.120464. Ave ac:0.002260,0.003635
Initialization: 6.401000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.961000
Kernel 1: 0.026000
Kernel 2: 97.191002
Copyback: 0.018000
Sum: 0.036000
It 29,Best ac:0.001091 1.000000 fi:0.119046. Ave ac:0.001979,0.004489
Initialization: 6.487000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.984000
Kernel 1: 0.025000
Kernel 2: 99.120003
Copyback: 0.016000
Sum: 0.039000
It 30,Best ac:0.001092 1.000000 fi:0.117105. Ave ac:0.002305,0.002684
Initialization: 6.401000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.961000
Kernel 1: 0.025000
Kernel 2: 96.728996
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001528 1.000000 fi:0.121671. Ave ac:0.001651,0.001714
Initialization: 6.455000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.980000
Kernel 1: 0.025000
Kernel 2: 97.198997
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001528 1.000000 fi:0.121228. Ave ac:0.002151,0.002829
Initialization: 6.448000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.968000
Kernel 1: 0.025000
Kernel 2: 96.385002
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001965 1.000000 fi:0.120263. Ave ac:0.002472,0.002829
Initialization: 21.878000
Memcpy Instances: 555.181030
Memcpy Classifiers: 0.069000
Kernel 1: 0.028000
Kernel 2: 494.553009
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.095000
Kernel 1: 0.025000
Kernel 2: 490.661987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 492.234985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 501.145996
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.025000
Kernel 2: 502.308014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 513.801025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 498.402008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 498.251007
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 509.122009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 504.191010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 514.552002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 491.980011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 495.493011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 477.984985
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.002585 0.874446 fi:0.246411. Ave ac:0.002459,0.009580
Best acc 0.002585 0.874446
Rule:Att PSSM_-1_12 is [<-3.249287]|Att PSSM_0_4 is [<-2.358634]|Att PSSM_0_5 is [>-0.427573]|Att PSSM_0_9 is [<4.836078]|Att PSSM_0_12 is [<-3.316688]|Att PSSM_1_12 is [-6.248335,-2.472793]|Att PSSM_2_2 is [<-0.402901]|Att PSSM_2_14 is [<3.378044]|1
Accuracy : 0.720224
0	1	
163388	692	
64954	5604	
Removed 677 instances. 228342 Instances left. Acc of rule 0.002585-0.874446
Initialization: 6.491000
Memcpy Classifiers: 0.823000
Memcpy Instances: 11.871000
Kernel 1: 0.026000
Kernel 2: 110.477997
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.006068 accuracy2:0.269700
Initialization: 6.384000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.694000
Kernel 1: 0.028000
Kernel 2: 111.441002
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.004379 0.869565 fi:0.229224. Ave ac:0.007051,0.011703
Initialization: 8.554000
Memcpy Classifiers: 0.557000
Memcpy Instances: 11.349000
Kernel 1: 0.027000
Kernel 2: 109.684998
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.001533 1.000000 fi:0.099793. Ave ac:0.007118,0.013151
Initialization: 6.449000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.953000
Kernel 1: 0.026000
Kernel 2: 110.040001
Copyback: 0.016000
Sum: 0.031000
It 2,Best ac:0.001533 1.000000 fi:0.099793. Ave ac:0.005189,0.008659
Initialization: 7.626000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.900000
Kernel 1: 0.025000
Kernel 2: 109.372002
Copyback: 0.019000
Sum: 0.040000
It 3,Best ac:0.001095 1.000000 fi:0.099947. Ave ac:0.004837,0.007534
Initialization: 6.795000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.238000
Kernel 1: 0.026000
Kernel 2: 110.824997
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.000876 1.000000 fi:0.166623. Ave ac:0.005065,0.008505
Initialization: 6.397000
Memcpy Classifiers: 0.470000
Memcpy Instances: 11.822000
Kernel 1: 0.027000
Kernel 2: 107.768997
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001971 1.000000 fi:0.099639. Ave ac:0.003799,0.006191
Initialization: 7.319000
Memcpy Classifiers: 0.507000
Memcpy Instances: 11.988000
Kernel 1: 0.028000
Kernel 2: 109.788002
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.002190 1.000000 fi:0.099561. Ave ac:0.003678,0.005243
Initialization: 6.339000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.390000
Kernel 1: 0.024000
Kernel 2: 107.595001
Copyback: 0.018000
Sum: 0.041000
It 7,Best ac:0.001752 1.000000 fi:0.099716. Ave ac:0.003950,0.007134
Initialization: 7.480000
Memcpy Classifiers: 0.507000
Memcpy Instances: 12.629000
Kernel 1: 0.027000
Kernel 2: 110.146004
Copyback: 0.019000
Sum: 0.040000
It 8,Best ac:0.004598 1.000000 fi:0.098712. Ave ac:0.003883,0.005548
Initialization: 7.425000
Memcpy Classifiers: 0.672000
Memcpy Instances: 11.212000
Kernel 1: 0.025000
Kernel 2: 106.264999
Copyback: 0.018000
Sum: 0.041000
It 9,Best ac:0.002847 1.000000 fi:0.099330. Ave ac:0.003131,0.005500
Iteration 10:MDL fitness activated
Error 0.099330 TL 0.039192
MDL Theory Length Weight: 0.8448184698 (2)
Initialization: 7.004000
Memcpy Classifiers: 0.819000
Memcpy Instances: 12.489000
Kernel 1: 0.034000
Kernel 2: 104.814003
Copyback: 0.019000
Sum: 0.036000
It 10,Best ac:0.001533 1.000000 fi:0.122343. Ave ac:0.003296,0.006649
Initialization: 8.428000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.923000
Kernel 1: 0.035000
Kernel 2: 105.120003
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.001752 1.000000 fi:0.121573. Ave ac:0.003411,0.006681
Initialization: 8.952000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.246000
Kernel 1: 0.024000
Kernel 2: 104.615997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001752 1.000000 fi:0.124907. Ave ac:0.003332,0.006434
Initialization: 7.796000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.131000
Kernel 1: 0.025000
Kernel 2: 103.516998
Copyback: 0.371000
Sum: 0.033000
It 13,Best ac:0.001095 1.000000 fi:0.116875. Ave ac:0.002330,0.004084
Initialization: 7.928000
Memcpy Classifiers: 0.589000
Memcpy Instances: 9.632000
Kernel 1: 0.024000
Kernel 2: 103.143997
Copyback: 0.020000
Sum: 0.049000
It 14,Best ac:0.002847 1.000000 fi:0.126258. Ave ac:0.002115,0.004263
Initialization: 7.448000
Memcpy Classifiers: 0.435000
Memcpy Instances: 12.861000
Kernel 1: 0.028000
Kernel 2: 104.258003
Copyback: 0.018000
Sum: 0.046000
It 15,Best ac:0.001314 1.000000 fi:0.122814. Ave ac:0.002745,0.006201
Initialization: 6.520000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.769000
Kernel 1: 0.024000
Kernel 2: 107.087997
Copyback: 0.018000
Sum: 0.041000
It 16,Best ac:0.002190 1.000000 fi:0.127627. Ave ac:0.002885,0.004452
Initialization: 7.683000
Memcpy Classifiers: 0.590000
Memcpy Instances: 10.696000
Kernel 1: 0.023000
Kernel 2: 105.488998
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.001752 1.000000 fi:0.124485. Ave ac:0.003536,0.005340
Initialization: 6.466000
Memcpy Classifiers: 0.404000
Memcpy Instances: 8.927000
Kernel 1: 0.026000
Kernel 2: 101.242996
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001314 1.000000 fi:0.122320. Ave ac:0.002356,0.003712
Initialization: 8.281000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.251000
Kernel 1: 0.025000
Kernel 2: 101.524002
Copyback: 0.018000
Sum: 0.038000
It 19,Best ac:0.001533 1.000000 fi:0.119891. Ave ac:0.002989,0.004805
Initialization: 6.466000
Memcpy Classifiers: 0.444000
Memcpy Instances: 10.169000
Kernel 1: 0.033000
Kernel 2: 103.514000
Copyback: 0.019000
Sum: 0.045000
It 20,Best ac:0.001095 1.000000 fi:0.120377. Ave ac:0.003244,0.005347
Initialization: 7.027000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.831000
Kernel 1: 0.024000
Kernel 2: 103.960999
Copyback: 0.018000
Sum: 0.047000
It 21,Best ac:0.001314 1.000000 fi:0.120070. Ave ac:0.002536,0.002882
Initialization: 7.166000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.935000
Kernel 1: 0.026000
Kernel 2: 101.318001
Copyback: 0.018000
Sum: 0.044000
It 22,Best ac:0.001752 1.000000 fi:0.121485. Ave ac:0.002519,0.003680
MDL Theory Length Weight: 0.7603366228 (10)
Initialization: 9.124000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.693000
Kernel 1: 0.025000
Kernel 2: 102.766998
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.001533 1.000000 fi:0.125052. Ave ac:0.001771,0.002732
Initialization: 7.613000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.929000
Kernel 1: 0.025000
Kernel 2: 100.438004
Copyback: 0.016000
Sum: 0.036000
It 24,Best ac:0.001752 1.000000 fi:0.117895. Ave ac:0.002465,0.004258
Initialization: 9.550000
Memcpy Classifiers: 0.569000
Memcpy Instances: 12.886000
Kernel 1: 0.028000
Kernel 2: 100.488998
Copyback: 0.018000
Sum: 0.039000
It 25,Best ac:0.001095 1.000000 fi:0.122297. Ave ac:0.002597,0.003469
Initialization: 6.497000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.014000
Kernel 1: 0.035000
Kernel 2: 101.119003
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001532 1.000000 fi:0.113804. Ave ac:0.002992,0.005168
Initialization: 7.823000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.243000
Kernel 1: 0.025000
Kernel 2: 102.050003
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.001533 1.000000 fi:0.121086. Ave ac:0.003010,0.008605
Initialization: 7.496000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.933000
Kernel 1: 0.025000
Kernel 2: 98.964996
Copyback: 0.018000
Sum: 0.033000
It 28,Best ac:0.001095 1.000000 fi:0.115183. Ave ac:0.002214,0.003202
Initialization: 6.747000
Memcpy Classifiers: 0.646000
Memcpy Instances: 13.262000
Kernel 1: 0.024000
Kernel 2: 97.760002
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.001095 1.000000 fi:0.117140. Ave ac:0.002755,0.006695
Initialization: 7.810000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.447000
Kernel 1: 0.025000
Kernel 2: 100.081001
Copyback: 0.017000
Sum: 0.041000
It 30,Best ac:0.001095 1.000000 fi:0.115183. Ave ac:0.002362,0.002825
Initialization: 8.327000
Memcpy Classifiers: 0.541000
Memcpy Instances: 12.777000
Kernel 1: 0.027000
Kernel 2: 98.249001
Copyback: 0.017000
Sum: 0.044000
It 31,Best ac:0.001095 1.000000 fi:0.118315. Ave ac:0.002446,0.003319
Initialization: 7.011000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.051000
Kernel 1: 0.024000
Kernel 2: 97.195999
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.003284 1.000000 fi:0.115569. Ave ac:0.002326,0.002951
Initialization: 8.597000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.915000
Kernel 1: 0.026000
Kernel 2: 96.210999
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001533 1.000000 fi:0.116187. Ave ac:0.002942,0.004723
Initialization: 21.850000
Memcpy Instances: 497.720001
Memcpy Classifiers: 0.069000
Kernel 1: 0.032000
Kernel 2: 523.583984
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.078000
Kernel 1: 0.017000
Kernel 2: 509.463989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.017000
Kernel 2: 483.473999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 511.987000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 512.007996
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.023000
Kernel 2: 514.440979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 501.063995
Copyback: 0.366000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 508.005005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 512.963989
Copyback: 0.014000
Sum: 0.061000
Memcpy Classifiers: 0.135000
Kernel 1: 0.071000
Kernel 2: 524.943970
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 504.065002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 522.705017
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.023000
Kernel 2: 515.002014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 493.701996
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.001182 0.835913 fi:0.283596. Ave ac:0.002249,0.008933
Best acc 0.001182 0.835913
Initialization: 6.434000
Memcpy Classifiers: 0.613000
Memcpy Instances: 10.016000
Kernel 1: 0.037000
Kernel 2: 110.561996
Copyback: 0.019000
Sum: 0.053000
Initial population average accuracy1:0.005705 accuracy2:0.265547
Initialization: 6.471000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.947000
Kernel 1: 0.025000
Kernel 2: 111.446999
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.000876 1.000000 fi:0.166623. Ave ac:0.006323,0.010651
Initialization: 7.287000
Memcpy Classifiers: 0.557000
Memcpy Instances: 9.120000
Kernel 1: 0.026000
Kernel 2: 110.579002
Copyback: 0.020000
Sum: 0.034000
It 1,Best ac:0.001314 1.000000 fi:0.099870. Ave ac:0.007707,0.015483
Initialization: 7.448000
Memcpy Classifiers: 0.541000
Memcpy Instances: 10.421000
Kernel 1: 0.025000
Kernel 2: 111.505997
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.001095 0.833333 fi:0.266614. Ave ac:0.006630,0.011673
Initialization: 9.144000
Memcpy Classifiers: 0.747000
Memcpy Instances: 10.478000
Kernel 1: 0.025000
Kernel 2: 111.630997
Copyback: 0.016000
Sum: 0.030000
It 3,Best ac:0.001095 1.000000 fi:0.099947. Ave ac:0.007271,0.012365
Initialization: 7.694000
Memcpy Classifiers: 0.639000
Memcpy Instances: 10.646000
Kernel 1: 0.024000
Kernel 2: 107.489998
Copyback: 0.019000
Sum: 0.042000
It 4,Best ac:0.002190 1.000000 fi:0.099561. Ave ac:0.007376,0.013821
Initialization: 6.463000
Memcpy Classifiers: 0.573000
Memcpy Instances: 8.934000
Kernel 1: 0.024000
Kernel 2: 107.897003
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001533 1.000000 fi:0.099793. Ave ac:0.007051,0.013231
Initialization: 6.425000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.991000
Kernel 1: 0.024000
Kernel 2: 105.817001
Copyback: 0.064000
Sum: 0.031000
It 6,Best ac:0.001533 1.000000 fi:0.099793. Ave ac:0.005373,0.008937
Initialization: 6.447000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.928000
Kernel 1: 0.026000
Kernel 2: 106.629997
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.002190 1.000000 fi:0.099561. Ave ac:0.004414,0.007183
Initialization: 6.466000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.934000
Kernel 1: 0.026000
Kernel 2: 108.606003
Copyback: 0.018000
Sum: 0.042000
It 8,Best ac:0.001752 1.000000 fi:0.099716. Ave ac:0.004837,0.008887
Initialization: 8.243000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.931000
Kernel 1: 0.024000
Kernel 2: 105.960999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.002847 1.000000 fi:0.099330. Ave ac:0.003971,0.005957
Iteration 10:MDL fitness activated
Error 0.099330 TL 0.040759
MDL Theory Length Weight: 0.8123386644 (1)
Initialization: 7.117000
Memcpy Classifiers: 0.872000
Memcpy Instances: 12.988000
Kernel 1: 0.026000
Kernel 2: 105.316002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004160 1.000000 fi:0.115219. Ave ac:0.004034,0.006682
Initialization: 6.743000
Memcpy Classifiers: 0.814000
Memcpy Instances: 10.424000
Kernel 1: 0.025000
Kernel 2: 104.584999
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001532 1.000000 fi:0.132979. Ave ac:0.003887,0.006770
Initialization: 8.440000
Memcpy Classifiers: 0.740000
Memcpy Instances: 9.665000
Kernel 1: 0.025000
Kernel 2: 101.335999
Copyback: 0.369000
Sum: 0.040000
It 12,Best ac:0.003065 1.000000 fi:0.132147. Ave ac:0.004336,0.007340
Initialization: 7.349000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.093000
Kernel 1: 0.024000
Kernel 2: 101.773003
Copyback: 0.019000
Sum: 0.042000
It 13,Best ac:0.001095 1.000000 fi:0.131329. Ave ac:0.004925,0.006590
Initialization: 7.212000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.041000
Kernel 1: 0.034000
Kernel 2: 100.606003
Copyback: 0.019000
Sum: 0.037000
It 14,Best ac:0.001533 1.000000 fi:0.124071. Ave ac:0.003516,0.005687
Initialization: 7.325000
Memcpy Classifiers: 0.529000
Memcpy Instances: 9.035000
Kernel 1: 0.034000
Kernel 2: 99.276001
Copyback: 0.018000
Sum: 0.035000
It 15,Best ac:0.001533 1.000000 fi:0.119477. Ave ac:0.003362,0.006429
Initialization: 8.238000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.940000
Kernel 1: 0.025000
Kernel 2: 102.166000
Copyback: 0.018000
Sum: 0.047000
It 16,Best ac:0.001095 1.000000 fi:0.123518. Ave ac:0.003574,0.004140
Initialization: 8.066000
Memcpy Classifiers: 0.775000
Memcpy Instances: 13.017000
Kernel 1: 0.025000
Kernel 2: 101.735001
Copyback: 0.016000
Sum: 0.033000
It 17,Best ac:0.001095 1.000000 fi:0.119631. Ave ac:0.003295,0.005258
Initialization: 7.871000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.987000
Kernel 1: 0.025000
Kernel 2: 101.682999
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001314 1.000000 fi:0.119525. Ave ac:0.003123,0.004581
Initialization: 7.090000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.950000
Kernel 1: 0.026000
Kernel 2: 101.882004
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001752 1.000000 fi:0.123286. Ave ac:0.002873,0.003429
MDL Theory Length Weight: 0.7311047980 (11)
Initialization: 6.521000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.947000
Kernel 1: 0.025000
Kernel 2: 100.882004
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.003284 1.000000 fi:0.120674. Ave ac:0.002668,0.003760
Initialization: 7.784000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.146000
Kernel 1: 0.025000
Kernel 2: 99.963997
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.002409 1.000000 fi:0.117053. Ave ac:0.002979,0.004546
Initialization: 6.442000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.932000
Kernel 1: 0.026000
Kernel 2: 100.018997
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.001752 1.000000 fi:0.115727. Ave ac:0.002522,0.003214
Initialization: 7.513000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.939000
Kernel 1: 0.024000
Kernel 2: 96.007004
Copyback: 0.018000
Sum: 0.042000
It 23,Best ac:0.001533 1.000000 fi:0.115223. Ave ac:0.003205,0.004821
Initialization: 6.419000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.975000
Kernel 1: 0.025000
Kernel 2: 92.403000
Copyback: 0.017000
Sum: 0.040000
It 24,Best ac:0.001970 1.000000 fi:0.115258. Ave ac:0.002865,0.004262
Initialization: 6.447000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.091000
Kernel 1: 0.024000
Kernel 2: 94.174004
Copyback: 0.016000
Sum: 0.034000
It 25,Best ac:0.001095 1.000000 fi:0.116845. Ave ac:0.002528,0.003394
Initialization: 6.282000
Memcpy Classifiers: 0.488000
Memcpy Instances: 13.663000
Kernel 1: 0.029000
Kernel 2: 92.719002
Copyback: 0.018000
Sum: 0.045000
It 26,Best ac:0.001971 1.000000 fi:0.114745. Ave ac:0.002557,0.003792
Initialization: 6.401000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.945000
Kernel 1: 0.024000
Kernel 2: 91.422997
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.002847 1.000000 fi:0.111613. Ave ac:0.002910,0.003961
Initialization: 6.372000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.962000
Kernel 1: 0.025000
Kernel 2: 88.417999
Copyback: 0.017000
Sum: 0.041000
It 28,Best ac:0.001095 1.000000 fi:0.115637. Ave ac:0.002475,0.003015
Initialization: 7.691000
Memcpy Classifiers: 0.665000
Memcpy Instances: 11.747000
Kernel 1: 0.035000
Kernel 2: 88.908997
Copyback: 0.018000
Sum: 0.040000
It 29,Best ac:0.001533 1.000000 fi:0.115223. Ave ac:0.002728,0.003242
Initialization: 6.331000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.971000
Kernel 1: 0.024000
Kernel 2: 87.922997
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001533 1.000000 fi:0.114445. Ave ac:0.002563,0.003161
Initialization: 6.426000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.963000
Kernel 1: 0.025000
Kernel 2: 86.033997
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001095 1.000000 fi:0.115645. Ave ac:0.002970,0.003870
Initialization: 7.606000
Memcpy Classifiers: 0.681000
Memcpy Instances: 9.175000
Kernel 1: 0.024000
Kernel 2: 84.589996
Copyback: 0.018000
Sum: 0.043000
It 32,Best ac:0.001971 1.000000 fi:0.116130. Ave ac:0.002140,0.003446
Initialization: 7.983000
Memcpy Classifiers: 0.440000
Memcpy Instances: 10.791000
Kernel 1: 0.023000
Kernel 2: 87.486000
Copyback: 0.017000
Sum: 0.035000
It 33,Best ac:0.002409 1.000000 fi:0.117123. Ave ac:0.002966,0.004580
Initialization: 25.268999
Memcpy Instances: 550.155029
Memcpy Classifiers: 0.068000
Kernel 1: 0.025000
Kernel 2: 468.647003
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.097000
Kernel 1: 0.023000
Kernel 2: 466.135986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 460.510010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 457.540985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 472.264008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 468.949005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.018000
Kernel 2: 459.420990
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 469.266998
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 474.772003
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.098000
Kernel 1: 0.024000
Kernel 2: 464.359009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.018000
Kernel 2: 466.093994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.024000
Kernel 2: 462.363007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 466.243988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.017000
Kernel 2: 455.908997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.002098 0.823024 fi:0.292259. Ave ac:0.002793,0.010242
Best acc 0.002098 0.823024
Rule:Att PSSM_-3_7 is [-6.107087,-1.662644]|Att PSSM_-3_11 is [-0.312510,4.934284]|Att PSSM_-2_6 is [-6.863321,-1.136679]|Att PSSM_-1_2 is [-6.204013,-2.828405]|Att PSSM_0_6 is [<-4.019130]|Att PSSM_0_7 is [<1.977170]|Att PSSM_3_1 is [<3.287776]|Att PSSM_3_20 is [<1.518706]|1
Accuracy : 0.721149
0	1	
163335	745	
64684	5874	
Removed 323 instances. 228019 Instances left. Acc of rule 0.001182-0.835913
Initialization: 6.535000
Memcpy Classifiers: 0.524000
Memcpy Instances: 10.806000
Kernel 1: 0.027000
Kernel 2: 111.678001
Copyback: 0.019000
Sum: 0.055000
Initial population average accuracy1:0.004576 accuracy2:0.283109
Initialization: 8.155000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.927000
Kernel 1: 0.027000
Kernel 2: 112.620003
Copyback: 0.018000
Sum: 0.057000
It 0,Best ac:0.001096 1.000000 fi:0.099946. Ave ac:0.005769,0.009139
Initialization: 7.595000
Memcpy Classifiers: 0.543000
Memcpy Instances: 11.356000
Kernel 1: 0.029000
Kernel 2: 110.073997
Copyback: 0.018000
Sum: 0.045000
It 1,Best ac:0.001316 1.000000 fi:0.099868. Ave ac:0.004862,0.007916
Initialization: 6.388000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.907000
Kernel 1: 0.026000
Kernel 2: 108.327003
Copyback: 0.018000
Sum: 0.030000
It 2,Best ac:0.002193 1.000000 fi:0.099558. Ave ac:0.005931,0.009503
Initialization: 6.367000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.930000
Kernel 1: 0.025000
Kernel 2: 108.084999
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.000877 1.000000 fi:0.163403. Ave ac:0.005723,0.009035
Initialization: 6.434000
Memcpy Classifiers: 0.523000
Memcpy Instances: 10.578000
Kernel 1: 0.023000
Kernel 2: 106.288002
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.001316 1.000000 fi:0.099868. Ave ac:0.004542,0.007036
Initialization: 6.457000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.942000
Kernel 1: 0.025000
Kernel 2: 106.502998
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.002193 1.000000 fi:0.099558. Ave ac:0.004314,0.006331
Initialization: 7.355000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.952000
Kernel 1: 0.024000
Kernel 2: 104.439003
Copyback: 0.017000
Sum: 0.037000
It 6,Best ac:0.002851 1.000000 fi:0.099325. Ave ac:0.003958,0.005656
Initialization: 6.456000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.909000
Kernel 1: 0.026000
Kernel 2: 105.290001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.002631 1.000000 fi:0.099403. Ave ac:0.003671,0.005274
Initialization: 6.413000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.954000
Kernel 1: 0.025000
Kernel 2: 105.391998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.002632 1.000000 fi:0.099402. Ave ac:0.003545,0.006054
Initialization: 6.424000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.940000
Kernel 1: 0.025000
Kernel 2: 104.620003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001974 1.000000 fi:0.099635. Ave ac:0.003547,0.007045
Iteration 10:MDL fitness activated
Error 0.099635 TL 0.031452
MDL Theory Length Weight: 1.0559630367 (4)
Initialization: 6.399000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.921000
Kernel 1: 0.026000
Kernel 2: 105.672997
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001535 1.000000 fi:0.129683. Ave ac:0.003594,0.004756
Initialization: 6.529000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.919000
Kernel 1: 0.026000
Kernel 2: 105.120003
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001754 1.000000 fi:0.130121. Ave ac:0.003268,0.004554
Initialization: 6.468000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.928000
Kernel 1: 0.025000
Kernel 2: 104.096001
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001535 1.000000 fi:0.131077. Ave ac:0.003150,0.004864
Initialization: 6.439000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.934000
Kernel 1: 0.025000
Kernel 2: 101.249001
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.001535 1.000000 fi:0.133446. Ave ac:0.003365,0.004970
Initialization: 6.600000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.931000
Kernel 1: 0.025000
Kernel 2: 101.032997
Copyback: 0.371000
Sum: 0.034000
It 14,Best ac:0.003289 1.000000 fi:0.124367. Ave ac:0.003602,0.005079
Initialization: 6.415000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.921000
Kernel 1: 0.024000
Kernel 2: 100.828003
Copyback: 0.016000
Sum: 0.037000
It 15,Best ac:0.001535 1.000000 fi:0.129570. Ave ac:0.003598,0.005814
Initialization: 6.439000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.930000
Kernel 1: 0.026000
Kernel 2: 99.750999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001096 1.000000 fi:0.124857. Ave ac:0.003270,0.004850
Initialization: 6.444000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.062000
Kernel 1: 0.027000
Kernel 2: 103.958000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.002412 1.000000 fi:0.129260. Ave ac:0.002941,0.004387
Initialization: 6.344000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.922000
Kernel 1: 0.026000
Kernel 2: 102.888000
Copyback: 0.016000
Sum: 0.031000
It 18,Best ac:0.001974 1.000000 fi:0.130770. Ave ac:0.002489,0.003938
Initialization: 6.439000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.928000
Kernel 1: 0.025000
Kernel 2: 101.446999
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.002193 1.000000 fi:0.129235. Ave ac:0.003239,0.004997
Initialization: 6.358000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.944000
Kernel 1: 0.026000
Kernel 2: 104.802002
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001535 1.000000 fi:0.124702. Ave ac:0.003162,0.004894
Initialization: 6.431000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.925000
Kernel 1: 0.025000
Kernel 2: 107.216003
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001754 1.000000 fi:0.127723. Ave ac:0.003580,0.005338
Initialization: 6.295000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.953000
Kernel 1: 0.025000
Kernel 2: 101.111000
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001754 1.000000 fi:0.124259. Ave ac:0.002421,0.004317
Initialization: 6.448000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.909000
Kernel 1: 0.026000
Kernel 2: 100.336998
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.003728 1.000000 fi:0.123561. Ave ac:0.002890,0.004241
Initialization: 6.377000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.939000
Kernel 1: 0.025000
Kernel 2: 98.926003
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.001096 1.000000 fi:0.124857. Ave ac:0.002730,0.004667
Initialization: 6.370000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.956000
Kernel 1: 0.025000
Kernel 2: 96.435997
Copyback: 0.017000
Sum: 0.040000
It 25,Best ac:0.001316 1.000000 fi:0.125142. Ave ac:0.003018,0.004200
Initialization: 6.554000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.936000
Kernel 1: 0.026000
Kernel 2: 94.075996
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.003070 1.000000 fi:0.126305. Ave ac:0.002220,0.003908
Initialization: 6.398000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.936000
Kernel 1: 0.025000
Kernel 2: 93.348999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001535 1.000000 fi:0.126357. Ave ac:0.002511,0.003097
Initialization: 6.378000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.933000
Kernel 1: 0.024000
Kernel 2: 93.500000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001316 1.000000 fi:0.119714. Ave ac:0.002796,0.003803
Initialization: 6.417000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.938000
Kernel 1: 0.023000
Kernel 2: 90.959000
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.003070 1.000000 fi:0.120094. Ave ac:0.002476,0.005911
Initialization: 6.434000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.922000
Kernel 1: 0.022000
Kernel 2: 88.820999
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.002631 1.000000 fi:0.121881. Ave ac:0.002802,0.002881
Initialization: 6.490000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.906000
Kernel 1: 0.025000
Kernel 2: 87.850998
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.001096 1.000000 fi:0.123476. Ave ac:0.001572,0.001631
Initialization: 6.446000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.934000
Kernel 1: 0.023000
Kernel 2: 88.408997
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.001754 1.000000 fi:0.119714. Ave ac:0.002363,0.002283
Initialization: 7.754000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.943000
Kernel 1: 0.023000
Kernel 2: 88.344002
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001974 1.000000 fi:0.119637. Ave ac:0.002833,0.002515
Initialization: 21.756001
Memcpy Instances: 448.339996
Memcpy Classifiers: 0.067000
Kernel 1: 0.026000
Kernel 2: 481.777008
Copyback: 0.014000
Sum: 0.014000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 493.098999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 489.921997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 480.050995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 481.424988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 473.450989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 494.675995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 475.601013
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 475.572998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 469.565002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 492.009003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 484.933014
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 491.721008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 460.022003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001206 0.859375 fi:0.260378. Ave ac:0.001938,0.006813
Best acc 0.001206 0.859375
Initialization: 6.416000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.922000
Kernel 1: 0.025000
Kernel 2: 109.637001
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006043 accuracy2:0.279808
Initialization: 6.443000
Memcpy Classifiers: 0.596000
Memcpy Instances: 8.902000
Kernel 1: 0.024000
Kernel 2: 110.379997
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.001316 1.000000 fi:0.099868. Ave ac:0.007202,0.012225
Initialization: 6.435000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.966000
Kernel 1: 0.023000
Kernel 2: 111.403999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001096 1.000000 fi:0.099946. Ave ac:0.007656,0.012140
Initialization: 6.382000
Memcpy Classifiers: 0.613000
Memcpy Instances: 8.903000
Kernel 1: 0.025000
Kernel 2: 107.259003
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000877 1.000000 fi:0.163403. Ave ac:0.007029,0.011035
Initialization: 6.370000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.928000
Kernel 1: 0.024000
Kernel 2: 105.657997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001754 1.000000 fi:0.099713. Ave ac:0.007196,0.010640
Initialization: 6.378000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.953000
Kernel 1: 0.024000
Kernel 2: 105.498001
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001535 1.000000 fi:0.099791. Ave ac:0.005649,0.008656
Initialization: 6.388000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.926000
Kernel 1: 0.024000
Kernel 2: 101.878998
Copyback: 0.016000
Sum: 0.030000
It 5,Best ac:0.001535 1.000000 fi:0.099791. Ave ac:0.004873,0.008661
Initialization: 6.448000
Memcpy Classifiers: 0.603000
Memcpy Instances: 8.915000
Kernel 1: 0.025000
Kernel 2: 101.080002
Copyback: 0.020000
Sum: 0.036000
It 6,Best ac:0.002412 1.000000 fi:0.099480. Ave ac:0.004818,0.009090
Initialization: 6.367000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.935000
Kernel 1: 0.024000
Kernel 2: 100.297997
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.001754 1.000000 fi:0.099713. Ave ac:0.003831,0.006811
Initialization: 6.374000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.954000
Kernel 1: 0.024000
Kernel 2: 99.924004
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001316 1.000000 fi:0.099868. Ave ac:0.004551,0.007790
Initialization: 6.418000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.920000
Kernel 1: 0.023000
Kernel 2: 98.561996
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.003728 1.000000 fi:0.099014. Ave ac:0.003954,0.006277
Iteration 10:MDL fitness activated
Error 0.099014 TL 0.042421
MDL Theory Length Weight: 0.7780335854 (1)
Initialization: 6.388000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.921000
Kernel 1: 0.029000
Kernel 2: 102.200996
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.001973 1.000000 fi:0.122740. Ave ac:0.003534,0.005514
Initialization: 6.393000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.920000
Kernel 1: 0.024000
Kernel 2: 99.414001
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001096 1.000000 fi:0.125782. Ave ac:0.002856,0.004154
Initialization: 6.469000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.915000
Kernel 1: 0.024000
Kernel 2: 100.417000
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.001535 1.000000 fi:0.122006. Ave ac:0.003338,0.004780
Initialization: 6.396000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.931000
Kernel 1: 0.023000
Kernel 2: 98.484001
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.001096 1.000000 fi:0.124129. Ave ac:0.003074,0.005192
Initialization: 9.121000
Memcpy Classifiers: 0.559000
Memcpy Instances: 12.327000
Kernel 1: 0.025000
Kernel 2: 96.450996
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001096 1.000000 fi:0.119145. Ave ac:0.002765,0.003721
Initialization: 6.439000
Memcpy Classifiers: 0.547000
Memcpy Instances: 8.902000
Kernel 1: 0.025000
Kernel 2: 94.870003
Copyback: 0.016000
Sum: 0.029000
It 15,Best ac:0.001316 1.000000 fi:0.118714. Ave ac:0.003044,0.005072
Initialization: 6.388000
Memcpy Classifiers: 0.506000
Memcpy Instances: 11.631000
Kernel 1: 0.063000
Kernel 2: 97.376999
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.001097 1.000000 fi:0.125717. Ave ac:0.003265,0.003868
Initialization: 6.364000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.920000
Kernel 1: 0.024000
Kernel 2: 99.000000
Copyback: 0.016000
Sum: 0.029000
It 17,Best ac:0.002413 1.000000 fi:0.123140. Ave ac:0.002845,0.003357
Initialization: 6.408000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.917000
Kernel 1: 0.024000
Kernel 2: 96.906998
Copyback: 0.016000
Sum: 0.033000
It 18,Best ac:0.001535 1.000000 fi:0.122313. Ave ac:0.002208,0.002851
Initialization: 6.552000
Memcpy Classifiers: 0.616000
Memcpy Instances: 8.928000
Kernel 1: 0.024000
Kernel 2: 98.192001
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001097 1.000000 fi:0.123620. Ave ac:0.002396,0.003049
Initialization: 6.349000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.936000
Kernel 1: 0.025000
Kernel 2: 96.630997
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001973 1.000000 fi:0.121851. Ave ac:0.002425,0.003118
Initialization: 6.500000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.948000
Kernel 1: 0.023000
Kernel 2: 98.787003
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.002412 1.000000 fi:0.119581. Ave ac:0.002682,0.002630
Initialization: 8.843000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.902000
Kernel 1: 0.024000
Kernel 2: 99.831001
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.001754 1.000000 fi:0.122645. Ave ac:0.002053,0.002312
Initialization: 6.949000
Memcpy Classifiers: 0.481000
Memcpy Instances: 11.345000
Kernel 1: 0.024000
Kernel 2: 102.925003
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001973 1.000000 fi:0.119737. Ave ac:0.002360,0.002693
Initialization: 7.284000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.116000
Kernel 1: 0.024000
Kernel 2: 100.856003
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.001316 1.000000 fi:0.122340. Ave ac:0.002197,0.002486
MDL Theory Length Weight: 0.7002302269 (10)
Initialization: 7.293000
Memcpy Classifiers: 0.417000
Memcpy Instances: 10.558000
Kernel 1: 0.023000
Kernel 2: 98.123001
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002632 1.000000 fi:0.119626. Ave ac:0.001975,0.001894
Initialization: 7.729000
Memcpy Classifiers: 0.765000
Memcpy Instances: 11.342000
Kernel 1: 0.033000
Kernel 2: 97.185997
Copyback: 0.018000
Sum: 0.046000
It 26,Best ac:0.001096 1.000000 fi:0.119949. Ave ac:0.001791,0.001754
Initialization: 7.101000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.240000
Kernel 1: 0.034000
Kernel 2: 95.613998
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.001096 1.000000 fi:0.120269. Ave ac:0.001876,0.001939
Initialization: 6.459000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.955000
Kernel 1: 0.024000
Kernel 2: 102.642998
Copyback: 0.018000
Sum: 0.029000
It 28,Best ac:0.001096 1.000000 fi:0.120174. Ave ac:0.001978,0.002290
Initialization: 6.434000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.938000
Kernel 1: 0.024000
Kernel 2: 97.066002
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001535 1.000000 fi:0.117070. Ave ac:0.001953,0.002115
Initialization: 7.106000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.918000
Kernel 1: 0.024000
Kernel 2: 99.124001
Copyback: 0.017000
Sum: 0.037000
It 30,Best ac:0.002193 1.000000 fi:0.116827. Ave ac:0.002344,0.002576
Initialization: 9.686000
Memcpy Classifiers: 0.621000
Memcpy Instances: 12.082000
Kernel 1: 0.025000
Kernel 2: 98.556999
Copyback: 0.017000
Sum: 0.038000
It 31,Best ac:0.002193 1.000000 fi:0.115798. Ave ac:0.002243,0.002691
Initialization: 6.418000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.280000
Kernel 1: 0.023000
Kernel 2: 94.102997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.002412 1.000000 fi:0.119750. Ave ac:0.002293,0.002272
Initialization: 7.700000
Memcpy Classifiers: 0.495000
Memcpy Instances: 9.356000
Kernel 1: 0.024000
Kernel 2: 97.732002
Copyback: 0.018000
Sum: 0.039000
It 33,Best ac:0.002193 1.000000 fi:0.117259. Ave ac:0.001870,0.002372
Initialization: 24.598000
Memcpy Instances: 530.708008
Memcpy Classifiers: 0.071000
Kernel 1: 0.024000
Kernel 2: 513.520020
Copyback: 0.014000
Sum: 0.014000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 506.782013
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 525.515015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 524.874023
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 523.239990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 541.176025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 522.736023
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 536.385010
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 523.856018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 512.614014
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 535.507996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.016000
Kernel 2: 514.880005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.016000
Kernel 2: 520.900024
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 502.597992
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001465 0.822660 fi:0.298450. Ave ac:0.002327,0.008405
Best acc 0.001465 0.822660
Rule:Att PSSM_-1_7 is [<0.399516]|Att PSSM_0_1 is [>1.763001]|Att PSSM_0_12 is [-6.904921,-3.095079]|Att PSSM_0_19 is [<1.783032]|Att PSSM_1_12 is [<-3.283912]|Att PSSM_4_5 is [>-1.348922]|1
Accuracy : 0.722129
0	1	
163290	790	
64409	6149	
Removed 320 instances. 227699 Instances left. Acc of rule 0.001206-0.859375
Initialization: 6.285000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.934000
Kernel 1: 0.025000
Kernel 2: 111.953003
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005407 accuracy2:0.275275
Initialization: 6.391000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.915000
Kernel 1: 0.024000
Kernel 2: 112.448997
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.001537 0.777778 fi:0.322011. Ave ac:0.006042,0.010042
Initialization: 6.543000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.910000
Kernel 1: 0.024000
Kernel 2: 111.699997
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001318 1.000000 fi:0.099866. Ave ac:0.005925,0.009590
Initialization: 6.424000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.933000
Kernel 1: 0.024000
Kernel 2: 112.447998
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.001756 1.000000 fi:0.099711. Ave ac:0.005231,0.008895
Initialization: 6.467000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.017000
Kernel 1: 0.028000
Kernel 2: 109.346001
Copyback: 0.016000
Sum: 0.034000
It 3,Best ac:0.001757 0.888889 fi:0.210822. Ave ac:0.004668,0.009031
Initialization: 6.455000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.548000
Kernel 1: 0.026000
Kernel 2: 108.083000
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001537 1.000000 fi:0.099789. Ave ac:0.004067,0.007190
Initialization: 6.415000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.893000
Kernel 1: 0.025000
Kernel 2: 105.398003
Copyback: 0.016000
Sum: 0.033000
It 5,Best ac:0.001976 1.000000 fi:0.099633. Ave ac:0.004001,0.010996
Initialization: 6.454000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 103.578003
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.002195 1.000000 fi:0.099555. Ave ac:0.004537,0.008897
Initialization: 6.399000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.894000
Kernel 1: 0.024000
Kernel 2: 103.086998
Copyback: 0.016000
Sum: 0.033000
It 7,Best ac:0.002636 1.000000 fi:0.099399. Ave ac:0.004433,0.006568
Initialization: 6.389000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.916000
Kernel 1: 0.025000
Kernel 2: 103.847000
Copyback: 0.016000
Sum: 0.031000
It 8,Best ac:0.001098 1.000000 fi:0.099944. Ave ac:0.003747,0.005073
Initialization: 6.394000
Memcpy Classifiers: 0.483000
Memcpy Instances: 9.063000
Kernel 1: 0.022000
Kernel 2: 103.015999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001318 1.000000 fi:0.099866. Ave ac:0.003844,0.006610
Iteration 10:MDL fitness activated
Error 0.099866 TL 0.031995
MDL Theory Length Weight: 1.0404419472 (3)
Initialization: 6.334000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.953000
Kernel 1: 0.025000
Kernel 2: 99.087997
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.001976 1.000000 fi:0.134202. Ave ac:0.004332,0.005937
Initialization: 6.431000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.927000
Kernel 1: 0.023000
Kernel 2: 95.213997
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.002196 1.000000 fi:0.138127. Ave ac:0.004353,0.007505
Initialization: 6.420000
Memcpy Classifiers: 0.422000
Memcpy Instances: 8.923000
Kernel 1: 0.023000
Kernel 2: 95.544998
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001977 1.000000 fi:0.130323. Ave ac:0.004595,0.007140
Initialization: 6.374000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.903000
Kernel 1: 0.025000
Kernel 2: 94.248001
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001098 1.000000 fi:0.123390. Ave ac:0.004140,0.009724
Initialization: 6.479000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.893000
Kernel 1: 0.025000
Kernel 2: 97.858002
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.001757 1.000000 fi:0.131138. Ave ac:0.004407,0.009474
Initialization: 6.410000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.907000
Kernel 1: 0.025000
Kernel 2: 92.682999
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001757 1.000000 fi:0.119221. Ave ac:0.004174,0.006641
Initialization: 6.425000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.917000
Kernel 1: 0.024000
Kernel 2: 94.528999
Copyback: 0.372000
Sum: 0.031000
It 16,Best ac:0.001976 1.000000 fi:0.130055. Ave ac:0.004558,0.008660
Initialization: 6.407000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.918000
Kernel 1: 0.024000
Kernel 2: 98.318001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.002196 1.000000 fi:0.130942. Ave ac:0.003841,0.006618
Initialization: 6.513000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.914000
Kernel 1: 0.023000
Kernel 2: 93.983002
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001537 1.000000 fi:0.120216. Ave ac:0.003632,0.005279
Initialization: 6.457000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.910000
Kernel 1: 0.024000
Kernel 2: 97.157997
Copyback: 0.016000
Sum: 0.027000
It 19,Best ac:0.001977 1.000000 fi:0.123960. Ave ac:0.002924,0.004964
Initialization: 6.457000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.903000
Kernel 1: 0.024000
Kernel 2: 94.223000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001318 1.000000 fi:0.129808. Ave ac:0.002968,0.006700
Initialization: 6.411000
Memcpy Classifiers: 0.393000
Memcpy Instances: 8.923000
Kernel 1: 0.024000
Kernel 2: 97.345001
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001098 1.000000 fi:0.123390. Ave ac:0.003593,0.006161
Initialization: 6.443000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.894000
Kernel 1: 0.025000
Kernel 2: 95.651001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001098 1.000000 fi:0.120670. Ave ac:0.003703,0.006333
Initialization: 6.479000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.893000
Kernel 1: 0.025000
Kernel 2: 95.305000
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.001098 1.000000 fi:0.128776. Ave ac:0.003018,0.004076
Initialization: 6.404000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.946000
Kernel 1: 0.023000
Kernel 2: 97.865997
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001098 1.000000 fi:0.131332. Ave ac:0.003818,0.007215
MDL Theory Length Weight: 0.9363977525 (10)
Initialization: 6.454000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 95.539001
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001976 1.000000 fi:0.123903. Ave ac:0.003367,0.004898
Initialization: 6.471000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.913000
Kernel 1: 0.024000
Kernel 2: 94.639000
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001318 1.000000 fi:0.127359. Ave ac:0.002984,0.005047
Initialization: 6.461000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.912000
Kernel 1: 0.024000
Kernel 2: 94.751999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001537 1.000000 fi:0.129023. Ave ac:0.003366,0.004544
Initialization: 6.424000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.894000
Kernel 1: 0.025000
Kernel 2: 92.392998
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001537 1.000000 fi:0.117348. Ave ac:0.003137,0.005195
Initialization: 6.390000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.914000
Kernel 1: 0.024000
Kernel 2: 94.207001
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001976 1.000000 fi:0.122737. Ave ac:0.003394,0.004750
Initialization: 6.471000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.925000
Kernel 1: 0.024000
Kernel 2: 93.988998
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.002196 1.000000 fi:0.123981. Ave ac:0.002672,0.003634
Initialization: 6.402000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.918000
Kernel 1: 0.024000
Kernel 2: 91.888000
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.001318 1.000000 fi:0.125567. Ave ac:0.003017,0.006484
Initialization: 6.507000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.922000
Kernel 1: 0.024000
Kernel 2: 92.348999
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.002195 1.000000 fi:0.122849. Ave ac:0.003611,0.009079
Initialization: 6.372000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.981000
Kernel 1: 0.022000
Kernel 2: 92.177002
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001318 1.000000 fi:0.119996. Ave ac:0.003354,0.004654
Initialization: 22.351000
Memcpy Instances: 449.716003
Memcpy Classifiers: 0.068000
Kernel 1: 0.028000
Kernel 2: 516.695984
Copyback: 0.014000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 494.717987
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 507.195007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 503.363007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 487.936005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 509.684998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.011000
Kernel 2: 499.622009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 507.830994
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 493.562988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 497.576996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.011000
Kernel 2: 510.558990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 483.080994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 493.191010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.012000
Kernel 2: 243.212997
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001502 0.838235 fi:0.284670. Ave ac:0.003095,0.011694
Best acc 0.001502 0.838235
Initialization: 6.384000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.919000
Kernel 1: 0.025000
Kernel 2: 109.514000
Copyback: 0.016000
Sum: 0.046000
Initial population average accuracy1:0.006005 accuracy2:0.267950
Initialization: 6.463000
Memcpy Classifiers: 0.551000
Memcpy Instances: 8.933000
Kernel 1: 0.024000
Kernel 2: 111.849998
Copyback: 0.017000
Sum: 0.041000
It 0,Best ac:0.001537 1.000000 fi:0.099789. Ave ac:0.006702,0.011970
Initialization: 6.402000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.890000
Kernel 1: 0.026000
Kernel 2: 112.674004
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001098 0.833333 fi:0.266611. Ave ac:0.007842,0.015293
Initialization: 6.380000
Memcpy Classifiers: 0.482000
Memcpy Instances: 8.904000
Kernel 1: 0.025000
Kernel 2: 106.990997
Copyback: 0.016000
Sum: 0.037000
It 2,Best ac:0.000878 1.000000 fi:0.159506. Ave ac:0.008803,0.018553
Initialization: 6.417000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.908000
Kernel 1: 0.025000
Kernel 2: 104.412003
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001318 0.857143 fi:0.242723. Ave ac:0.006368,0.012229
Initialization: 6.355000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.897000
Kernel 1: 0.025000
Kernel 2: 104.399002
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.000878 1.000000 fi:0.159506. Ave ac:0.006006,0.009826
Initialization: 6.359000
Memcpy Classifiers: 0.423000
Memcpy Instances: 8.915000
Kernel 1: 0.024000
Kernel 2: 99.058998
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.002196 1.000000 fi:0.099555. Ave ac:0.006273,0.011287
Initialization: 6.397000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.919000
Kernel 1: 0.024000
Kernel 2: 96.758003
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001976 1.000000 fi:0.099633. Ave ac:0.005115,0.008622
Initialization: 6.425000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.906000
Kernel 1: 0.024000
Kernel 2: 97.220001
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001976 1.000000 fi:0.099633. Ave ac:0.004656,0.007795
Initialization: 6.408000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.927000
Kernel 1: 0.023000
Kernel 2: 96.823997
Copyback: 0.019000
Sum: 0.033000
It 8,Best ac:0.001976 1.000000 fi:0.099633. Ave ac:0.005786,0.010872
Initialization: 6.325000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.924000
Kernel 1: 0.024000
Kernel 2: 95.667999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.002196 1.000000 fi:0.099555. Ave ac:0.003974,0.007272
Iteration 10:MDL fitness activated
Error 0.099555 TL 0.031837
MDL Theory Length Weight: 1.0423434899 (5)
Initialization: 6.376000
Memcpy Classifiers: 0.393000
Memcpy Instances: 8.890000
Kernel 1: 0.025000
Kernel 2: 95.827003
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001098 1.000000 fi:0.115646. Ave ac:0.004160,0.006488
Initialization: 6.398000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.906000
Kernel 1: 0.024000
Kernel 2: 95.626999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001537 1.000000 fi:0.127392. Ave ac:0.004202,0.007020
Initialization: 6.460000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.901000
Kernel 1: 0.023000
Kernel 2: 94.377998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.002196 1.000000 fi:0.125663. Ave ac:0.004075,0.006747
Initialization: 6.393000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.906000
Kernel 1: 0.024000
Kernel 2: 95.380997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001318 1.000000 fi:0.129706. Ave ac:0.004490,0.007850
Initialization: 6.406000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 92.391998
Copyback: 0.016000
Sum: 0.030000
It 14,Best ac:0.001757 1.000000 fi:0.128109. Ave ac:0.004168,0.006178
Initialization: 6.405000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.937000
Kernel 1: 0.024000
Kernel 2: 90.987000
Copyback: 0.016000
Sum: 0.033000
It 15,Best ac:0.001098 1.000000 fi:0.114898. Ave ac:0.004810,0.006763
Initialization: 6.390000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.894000
Kernel 1: 0.023000
Kernel 2: 87.705002
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001537 1.000000 fi:0.123328. Ave ac:0.004308,0.009992
Initialization: 6.360000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.934000
Kernel 1: 0.024000
Kernel 2: 86.428001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001757 1.000000 fi:0.114664. Ave ac:0.004700,0.009596
Initialization: 6.398000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.906000
Kernel 1: 0.024000
Kernel 2: 86.325996
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001757 1.000000 fi:0.120669. Ave ac:0.004457,0.006153
Initialization: 6.405000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.891000
Kernel 1: 0.025000
Kernel 2: 88.722000
Copyback: 0.016000
Sum: 0.036000
It 19,Best ac:0.001098 1.000000 fi:0.112951. Ave ac:0.004047,0.007736
Initialization: 6.402000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.925000
Kernel 1: 0.024000
Kernel 2: 86.430000
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.004392 1.000000 fi:0.118514. Ave ac:0.003678,0.012676
Initialization: 6.392000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.900000
Kernel 1: 0.025000
Kernel 2: 86.071999
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001537 1.000000 fi:0.112795. Ave ac:0.003312,0.007277
Initialization: 6.357000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.917000
Kernel 1: 0.025000
Kernel 2: 82.640999
Copyback: 0.016000
Sum: 0.034000
It 22,Best ac:0.001537 1.000000 fi:0.118949. Ave ac:0.003391,0.006652
Initialization: 6.429000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.919000
Kernel 1: 0.024000
Kernel 2: 82.403000
Copyback: 0.370000
Sum: 0.030000
It 23,Best ac:0.001757 1.000000 fi:0.117236. Ave ac:0.003592,0.005771
Initialization: 6.376000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.945000
Kernel 1: 0.024000
Kernel 2: 80.882004
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.002196 1.000000 fi:0.119743. Ave ac:0.002883,0.004255
Initialization: 6.455000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.930000
Kernel 1: 0.023000
Kernel 2: 81.088997
Copyback: 0.018000
Sum: 0.041000
It 25,Best ac:0.001757 1.000000 fi:0.115811. Ave ac:0.002964,0.003792
Initialization: 6.473000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 80.086998
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001098 1.000000 fi:0.117470. Ave ac:0.002687,0.004232
Initialization: 6.380000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.898000
Kernel 1: 0.024000
Kernel 2: 83.836998
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.002635 1.000000 fi:0.115534. Ave ac:0.002891,0.004378
Initialization: 6.404000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.901000
Kernel 1: 0.025000
Kernel 2: 83.391998
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001098 1.000000 fi:0.115675. Ave ac:0.002347,0.003820
Initialization: 6.390000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.943000
Kernel 1: 0.023000
Kernel 2: 83.612000
Copyback: 0.018000
Sum: 0.032000
It 29,Best ac:0.001098 1.000000 fi:0.117857. Ave ac:0.002987,0.003525
Initialization: 6.432000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.901000
Kernel 1: 0.024000
Kernel 2: 81.664001
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.001318 1.000000 fi:0.118956. Ave ac:0.002882,0.005645
MDL Theory Length Weight: 0.9381091409 (10)
Initialization: 6.435000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.900000
Kernel 1: 0.024000
Kernel 2: 83.007004
Copyback: 0.016000
Sum: 0.036000
It 31,Best ac:0.001757 1.000000 fi:0.114063. Ave ac:0.003054,0.007070
Initialization: 6.426000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.887000
Kernel 1: 0.025000
Kernel 2: 83.751999
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001537 1.000000 fi:0.117328. Ave ac:0.003261,0.004913
Initialization: 6.385000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.919000
Kernel 1: 0.023000
Kernel 2: 81.698997
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.001098 1.000000 fi:0.117026. Ave ac:0.002742,0.004706
Initialization: 22.459000
Memcpy Instances: 445.036987
Memcpy Classifiers: 0.064000
Kernel 1: 0.026000
Kernel 2: 477.854004
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 484.532990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 453.615997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 468.587006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 487.574005
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.017000
Kernel 2: 464.044006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 490.838013
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 475.774994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 469.524994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 466.015991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 494.154999
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 485.407013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 481.940002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 237.882996
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001014 0.865169 fi:0.250926. Ave ac:0.003680,0.014145
Best acc 0.001014 0.865169
Rule:Att PSSM_0_5 is [-2.209226,9.830011]|Att PSSM_0_12 is [<-3.873029]|Att PSSM_1_5 is [-1.715708,11.407309]|Att PSSM_1_20 is [>0.173750]|Att PSSM_3_19 is [0.680170,9.448828]|Att PSSM_4_12 is [<-1.441621]|1
Accuracy : 0.722960
0	1	
163254	826	
64178	6380	
Removed 267 instances. 227432 Instances left. Acc of rule 0.001014-0.865169
Initialization: 6.358000
Memcpy Classifiers: 0.612000
Memcpy Instances: 8.948000
Kernel 1: 0.027000
Kernel 2: 109.887001
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.006930 accuracy2:0.262101
Initialization: 6.440000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.890000
Kernel 1: 0.024000
Kernel 2: 111.414001
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.002198 0.769231 fi:0.330321. Ave ac:0.008191,0.016222
Initialization: 6.390000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.900000
Kernel 1: 0.024000
Kernel 2: 112.919998
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001539 0.875000 fi:0.224786. Ave ac:0.008164,0.015727
Initialization: 6.414000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.888000
Kernel 1: 0.024000
Kernel 2: 110.297997
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.001319 0.857143 fi:0.242722. Ave ac:0.007035,0.013324
Initialization: 6.265000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.878000
Kernel 1: 0.023000
Kernel 2: 111.497002
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.001099 1.000000 fi:0.099943. Ave ac:0.005292,0.009162
Initialization: 6.399000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.895000
Kernel 1: 0.024000
Kernel 2: 111.769997
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.001319 1.000000 fi:0.099864. Ave ac:0.004221,0.006226
Initialization: 6.357000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 111.124001
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.001759 1.000000 fi:0.099709. Ave ac:0.003976,0.010170
Initialization: 6.422000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.922000
Kernel 1: 0.024000
Kernel 2: 110.216003
Copyback: 0.020000
Sum: 0.050000
It 6,Best ac:0.001759 1.000000 fi:0.099709. Ave ac:0.003682,0.009174
Initialization: 6.484000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.926000
Kernel 1: 0.024000
Kernel 2: 111.389999
Copyback: 0.016000
Sum: 0.037000
It 7,Best ac:0.001319 1.000000 fi:0.099865. Ave ac:0.003434,0.006346
Initialization: 6.436000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.892000
Kernel 1: 0.023000
Kernel 2: 106.528999
Copyback: 0.016000
Sum: 0.036000
It 8,Best ac:0.001539 1.000000 fi:0.099787. Ave ac:0.002957,0.005102
Initialization: 6.430000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 103.683998
Copyback: 0.018000
Sum: 0.042000
It 9,Best ac:0.001759 1.000000 fi:0.099709. Ave ac:0.002853,0.004173
Iteration 10:MDL fitness activated
Error 0.099709 TL 0.035174
MDL Theory Length Weight: 0.9449021309 (5)
Initialization: 6.421000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.867000
Kernel 1: 0.023000
Kernel 2: 101.644997
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001759 1.000000 fi:0.130497. Ave ac:0.002266,0.004430
Initialization: 6.432000
Memcpy Classifiers: 0.447000
Memcpy Instances: 8.891000
Kernel 1: 0.023000
Kernel 2: 100.046997
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.001539 1.000000 fi:0.127354. Ave ac:0.002400,0.003368
Initialization: 6.386000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.878000
Kernel 1: 0.024000
Kernel 2: 95.503998
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001099 1.000000 fi:0.132359. Ave ac:0.002380,0.002927
Initialization: 6.425000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.914000
Kernel 1: 0.024000
Kernel 2: 93.761002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001319 1.000000 fi:0.131404. Ave ac:0.002515,0.003450
Initialization: 6.355000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 93.681999
Copyback: 0.016000
Sum: 0.034000
It 14,Best ac:0.001319 1.000000 fi:0.123005. Ave ac:0.002219,0.002771
Initialization: 6.350000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.896000
Kernel 1: 0.024000
Kernel 2: 95.221001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001759 1.000000 fi:0.129086. Ave ac:0.002651,0.003062
Initialization: 6.433000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.874000
Kernel 1: 0.023000
Kernel 2: 93.748001
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.002638 1.000000 fi:0.132294. Ave ac:0.002192,0.002629
Initialization: 6.419000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.916000
Kernel 1: 0.022000
Kernel 2: 93.526001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.003957 1.000000 fi:0.124495. Ave ac:0.002510,0.003758
Initialization: 6.491000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.906000
Kernel 1: 0.024000
Kernel 2: 95.901001
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001099 1.000000 fi:0.128165. Ave ac:0.002686,0.003248
Initialization: 6.355000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 93.984001
Copyback: 0.016000
Sum: 0.031000
It 19,Best ac:0.001758 1.000000 fi:0.132638. Ave ac:0.002308,0.002879
Initialization: 6.600000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 94.117996
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.002198 1.000000 fi:0.131468. Ave ac:0.002745,0.002753
Initialization: 6.469000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.924000
Kernel 1: 0.024000
Kernel 2: 93.608002
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001099 1.000000 fi:0.127599. Ave ac:0.002822,0.003346
Initialization: 6.390000
Memcpy Classifiers: 0.385000
Memcpy Instances: 8.890000
Kernel 1: 0.024000
Kernel 2: 92.773003
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001758 1.000000 fi:0.128371. Ave ac:0.002318,0.002678
Initialization: 6.398000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.932000
Kernel 1: 0.023000
Kernel 2: 92.642998
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.001759 1.000000 fi:0.126159. Ave ac:0.002091,0.002069
MDL Theory Length Weight: 0.8504119178 (10)
Initialization: 6.405000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.908000
Kernel 1: 0.024000
Kernel 2: 94.723999
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001319 1.000000 fi:0.127871. Ave ac:0.001543,0.003375
Initialization: 6.403000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.927000
Kernel 1: 0.024000
Kernel 2: 91.235001
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001979 1.000000 fi:0.119167. Ave ac:0.002238,0.002324
Initialization: 6.432000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 89.123001
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001099 1.000000 fi:0.123548. Ave ac:0.001770,0.001773
Initialization: 6.283000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.917000
Kernel 1: 0.023000
Kernel 2: 88.829002
Copyback: 0.016000
Sum: 0.029000
It 27,Best ac:0.001539 1.000000 fi:0.120505. Ave ac:0.001884,0.002055
Initialization: 6.432000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.907000
Kernel 1: 0.024000
Kernel 2: 89.317001
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.001539 1.000000 fi:0.121113. Ave ac:0.001938,0.002060
Initialization: 6.435000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.875000
Kernel 1: 0.025000
Kernel 2: 87.453003
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.001759 1.000000 fi:0.123209. Ave ac:0.001989,0.002758
Initialization: 6.350000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.906000
Kernel 1: 0.023000
Kernel 2: 91.789001
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001099 1.000000 fi:0.121871. Ave ac:0.002753,0.003137
Initialization: 6.370000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.882000
Kernel 1: 0.025000
Kernel 2: 90.037003
Copyback: 0.371000
Sum: 0.035000
It 31,Best ac:0.002198 1.000000 fi:0.117654. Ave ac:0.002294,0.002903
Initialization: 6.384000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.877000
Kernel 1: 0.026000
Kernel 2: 89.949997
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001099 1.000000 fi:0.121527. Ave ac:0.002561,0.003397
Initialization: 6.431000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.890000
Kernel 1: 0.023000
Kernel 2: 89.458000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001539 1.000000 fi:0.121526. Ave ac:0.002432,0.003106
Initialization: 22.488001
Memcpy Instances: 545.791992
Memcpy Classifiers: 0.064000
Kernel 1: 0.023000
Kernel 2: 495.188995
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 474.808990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.023000
Kernel 2: 478.584015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 504.621002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 490.239014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 488.621002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 499.390991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.017000
Kernel 2: 490.165985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 490.427002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 495.707001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.021000
Kernel 2: 495.921997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 496.395996
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 489.252991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.022000
Kernel 2: 244.761993
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001389 0.829396 fi:0.291770. Ave ac:0.002190,0.007561
Best acc 0.001389 0.829396
Initialization: 6.394000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.921000
Kernel 1: 0.026000
Kernel 2: 110.301003
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.005765 accuracy2:0.264015
Initialization: 6.395000
Memcpy Classifiers: 0.465000
Memcpy Instances: 8.887000
Kernel 1: 0.025000
Kernel 2: 111.221001
Copyback: 0.017000
Sum: 0.061000
It 0,Best ac:0.001539 1.000000 fi:0.099787. Ave ac:0.006993,0.011733
Initialization: 6.395000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.904000
Kernel 1: 0.024000
Kernel 2: 108.818001
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.001978 1.000000 fi:0.099630. Ave ac:0.006188,0.009684
Initialization: 6.358000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.914000
Kernel 1: 0.024000
Kernel 2: 107.317001
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001319 1.000000 fi:0.099864. Ave ac:0.006099,0.010561
Initialization: 6.248000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.899000
Kernel 1: 0.025000
Kernel 2: 107.792000
Copyback: 0.016000
Sum: 0.032000
It 3,Best ac:0.002198 1.000000 fi:0.099552. Ave ac:0.005924,0.009790
Initialization: 6.512000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 108.972000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001539 1.000000 fi:0.099786. Ave ac:0.005177,0.009189
Initialization: 6.390000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.906000
Kernel 1: 0.024000
Kernel 2: 108.204002
Copyback: 0.018000
Sum: 0.034000
It 5,Best ac:0.001758 1.000000 fi:0.099709. Ave ac:0.004587,0.008905
Initialization: 6.382000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.895000
Kernel 1: 0.025000
Kernel 2: 110.078003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.002858 1.000000 fi:0.099318. Ave ac:0.003450,0.005061
Initialization: 6.379000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.961000
Kernel 1: 0.023000
Kernel 2: 110.291000
Copyback: 0.017000
Sum: 0.042000
It 7,Best ac:0.002638 1.000000 fi:0.099396. Ave ac:0.002696,0.004038
Initialization: 6.424000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.875000
Kernel 1: 0.025000
Kernel 2: 108.642998
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.002419 1.000000 fi:0.099473. Ave ac:0.002433,0.003785
Initialization: 6.303000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.921000
Kernel 1: 0.025000
Kernel 2: 107.806000
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.002198 1.000000 fi:0.099552. Ave ac:0.002920,0.003663
Iteration 10:MDL fitness activated
Error 0.099552 TL 0.030126
MDL Theory Length Weight: 1.1015003777 (4)
Initialization: 6.396000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.877000
Kernel 1: 0.026000
Kernel 2: 103.436996
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.003297 1.000000 fi:0.130116. Ave ac:0.003176,0.004782
Initialization: 6.450000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.892000
Kernel 1: 0.025000
Kernel 2: 101.468002
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.002638 1.000000 fi:0.128423. Ave ac:0.003459,0.005897
Initialization: 6.331000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.936000
Kernel 1: 0.023000
Kernel 2: 102.259003
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001319 1.000000 fi:0.116899. Ave ac:0.002622,0.004246
Initialization: 6.389000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.899000
Kernel 1: 0.025000
Kernel 2: 104.636002
Copyback: 0.016000
Sum: 0.032000
It 13,Best ac:0.002199 1.000000 fi:0.132980. Ave ac:0.002946,0.005079
Initialization: 6.422000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 105.399002
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001319 1.000000 fi:0.131522. Ave ac:0.003372,0.006789
Initialization: 6.407000
Memcpy Classifiers: 0.462000
Memcpy Instances: 8.916000
Kernel 1: 0.026000
Kernel 2: 100.883003
Copyback: 0.018000
Sum: 0.040000
It 15,Best ac:0.001099 1.000000 fi:0.113925. Ave ac:0.003341,0.005008
Initialization: 6.383000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.909000
Kernel 1: 0.024000
Kernel 2: 98.203003
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001099 1.000000 fi:0.134853. Ave ac:0.002663,0.003809
Initialization: 6.478000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.893000
Kernel 1: 0.025000
Kernel 2: 99.248001
Copyback: 0.016000
Sum: 0.034000
It 17,Best ac:0.001979 1.000000 fi:0.129281. Ave ac:0.003594,0.006222
Initialization: 6.406000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.928000
Kernel 1: 0.025000
Kernel 2: 100.484001
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001099 1.000000 fi:0.125252. Ave ac:0.002852,0.004105
Initialization: 6.387000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.924000
Kernel 1: 0.024000
Kernel 2: 99.171997
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.001319 1.000000 fi:0.125174. Ave ac:0.002987,0.004058
Initialization: 6.384000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.914000
Kernel 1: 0.024000
Kernel 2: 97.124001
Copyback: 0.016000
Sum: 0.029000
It 20,Best ac:0.001539 1.000000 fi:0.124669. Ave ac:0.003369,0.006470
Initialization: 6.400000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.887000
Kernel 1: 0.024000
Kernel 2: 96.976997
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001539 1.000000 fi:0.122986. Ave ac:0.003630,0.005364
Initialization: 6.343000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 95.113998
Copyback: 0.018000
Sum: 0.041000
It 22,Best ac:0.001319 1.000000 fi:0.113847. Ave ac:0.002736,0.004693
Initialization: 6.404000
Memcpy Classifiers: 0.369000
Memcpy Instances: 8.880000
Kernel 1: 0.023000
Kernel 2: 91.898003
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.001099 1.000000 fi:0.113747. Ave ac:0.003087,0.006725
Initialization: 6.383000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.893000
Kernel 1: 0.024000
Kernel 2: 91.003998
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001319 1.000000 fi:0.126397. Ave ac:0.003639,0.004595
Initialization: 6.406000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.878000
Kernel 1: 0.023000
Kernel 2: 93.142998
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001099 1.000000 fi:0.126815. Ave ac:0.002272,0.003198
Initialization: 6.418000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.926000
Kernel 1: 0.025000
Kernel 2: 95.574997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001319 1.000000 fi:0.124747. Ave ac:0.003286,0.005007
Initialization: 6.414000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.886000
Kernel 1: 0.024000
Kernel 2: 93.094002
Copyback: 0.016000
Sum: 0.029000
It 27,Best ac:0.001319 1.000000 fi:0.125174. Ave ac:0.002680,0.003980
Initialization: 6.390000
Memcpy Classifiers: 0.406000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 94.978996
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.002419 1.000000 fi:0.122673. Ave ac:0.002897,0.003953
Initialization: 6.395000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.883000
Kernel 1: 0.024000
Kernel 2: 94.582001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.001099 1.000000 fi:0.119618. Ave ac:0.002901,0.008903
Initialization: 6.387000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.887000
Kernel 1: 0.023000
Kernel 2: 92.865997
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.002199 1.000000 fi:0.121126. Ave ac:0.002568,0.008583
Initialization: 6.373000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.894000
Kernel 1: 0.024000
Kernel 2: 95.138000
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.002638 1.000000 fi:0.122926. Ave ac:0.001977,0.003866
Initialization: 6.290000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.896000
Kernel 1: 0.024000
Kernel 2: 97.458000
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.001319 1.000000 fi:0.127994. Ave ac:0.002571,0.003388
MDL Theory Length Weight: 0.9913503400 (10)
Initialization: 6.357000
Memcpy Classifiers: 0.393000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 98.188004
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.001319 1.000000 fi:0.125395. Ave ac:0.002778,0.004807
Initialization: 22.410999
Memcpy Instances: 442.542999
Memcpy Classifiers: 0.068000
Kernel 1: 0.027000
Kernel 2: 548.177979
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 513.890991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 526.953979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 504.496002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 532.341003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 551.036011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 511.453003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 532.304993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 553.427002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 531.520020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 525.133972
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 548.940002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 522.523010
Copyback: 0.365000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 262.549011
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001095 0.846939 fi:0.278322. Ave ac:0.003306,0.011668
Best acc 0.001095 0.846939
Rule:Att PSSM_-4_7 is [-5.731103,1.115920]|Att PSSM_-3_2 is [<4.879533]|Att PSSM_-3_6 is [<8.868618]|Att PSSM_0_5 is [-2.525727,8.102597]|Att PSSM_0_6 is [<-2.821868]|Att PSSM_0_8 is [-3.642676,3.175169]|Att PSSM_0_9 is [<-4.314577]|Att PSSM_1_12 is [-4.220083,-2.371656]|Att PSSM_2_17 is [-3.594644,5.023837]|1
Accuracy : 0.723830
0	1	
163209	871	
63929	6629	
Removed 294 instances. 227138 Instances left. Acc of rule 0.001095-0.846939
Initialization: 6.430000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.890000
Kernel 1: 0.027000
Kernel 2: 114.803001
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006157 accuracy2:0.272887
Initialization: 6.391000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.856000
Kernel 1: 0.026000
Kernel 2: 112.512001
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.002202 0.909091 fi:0.190458. Ave ac:0.007181,0.012449
Initialization: 6.456000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 110.380997
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.002422 0.916667 fi:0.182803. Ave ac:0.006171,0.009393
Initialization: 6.362000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 109.137001
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.002642 0.923077 fi:0.176315. Ave ac:0.005874,0.007767
Initialization: 6.432000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.878000
Kernel 1: 0.024000
Kernel 2: 110.607002
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.001761 1.000000 fi:0.099706. Ave ac:0.005697,0.009388
Initialization: 6.386000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.900000
Kernel 1: 0.024000
Kernel 2: 113.745003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001321 1.000000 fi:0.099863. Ave ac:0.005174,0.007596
Initialization: 6.436000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 116.621002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.002201 1.000000 fi:0.099549. Ave ac:0.004908,0.006668
Initialization: 6.387000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 117.891998
Copyback: 0.017000
Sum: 0.037000
It 6,Best ac:0.001541 1.000000 fi:0.099784. Ave ac:0.004036,0.008747
Initialization: 6.324000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.897000
Kernel 1: 0.025000
Kernel 2: 118.038002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001981 1.000000 fi:0.099628. Ave ac:0.004294,0.008115
Initialization: 6.430000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.890000
Kernel 1: 0.024000
Kernel 2: 119.294998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003522 1.000000 fi:0.099079. Ave ac:0.003389,0.005118
Initialization: 6.392000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 122.252998
Copyback: 0.016000
Sum: 0.035000
It 9,Best ac:0.002201 1.000000 fi:0.099549. Ave ac:0.003126,0.004362
Iteration 10:MDL fitness activated
Error 0.099549 TL 0.038138
MDL Theory Length Weight: 0.8700630662 (2)
Initialization: 6.388000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 119.484001
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001981 1.000000 fi:0.122959. Ave ac:0.003073,0.004807
Initialization: 6.428000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.902000
Kernel 1: 0.022000
Kernel 2: 134.731995
Copyback: 0.018000
Sum: 0.031000
It 11,Best ac:0.002201 1.000000 fi:0.122881. Ave ac:0.003153,0.004285
Initialization: 6.425000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 118.774002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.002641 1.000000 fi:0.115209. Ave ac:0.002280,0.003126
Initialization: 6.446000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 116.031998
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.001101 1.000000 fi:0.120304. Ave ac:0.003025,0.003500
Initialization: 6.445000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.900000
Kernel 1: 0.024000
Kernel 2: 111.140999
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001541 1.000000 fi:0.125026. Ave ac:0.002281,0.003612
Initialization: 6.354000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 108.343002
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001982 1.000000 fi:0.117479. Ave ac:0.002121,0.003895
Initialization: 6.432000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.878000
Kernel 1: 0.025000
Kernel 2: 111.275002
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001981 1.000000 fi:0.115127. Ave ac:0.002894,0.004719
Initialization: 6.426000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.858000
Kernel 1: 0.025000
Kernel 2: 109.694000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001981 1.000000 fi:0.129457. Ave ac:0.003612,0.013713
Initialization: 6.397000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 109.672997
Copyback: 0.017000
Sum: 0.036000
It 18,Best ac:0.001541 1.000000 fi:0.114612. Ave ac:0.002786,0.004950
Initialization: 6.378000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.887000
Kernel 1: 0.024000
Kernel 2: 106.802002
Copyback: 0.016000
Sum: 0.032000
It 19,Best ac:0.001101 1.000000 fi:0.115229. Ave ac:0.003202,0.008889
Initialization: 6.408000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.869000
Kernel 1: 0.025000
Kernel 2: 102.985001
Copyback: 0.016000
Sum: 0.036000
It 20,Best ac:0.001981 1.000000 fi:0.118980. Ave ac:0.002508,0.005113
Initialization: 6.360000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.908000
Kernel 1: 0.024000
Kernel 2: 103.003998
Copyback: 0.017000
Sum: 0.040000
It 21,Best ac:0.001761 1.000000 fi:0.119330. Ave ac:0.002555,0.006066
Initialization: 6.500000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 101.401001
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.001541 1.000000 fi:0.112919. Ave ac:0.002291,0.004891
Initialization: 6.474000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 107.347000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001101 1.000000 fi:0.114259. Ave ac:0.002938,0.005011
Initialization: 6.363000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 105.321999
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001541 1.000000 fi:0.112372. Ave ac:0.002879,0.011306
Initialization: 6.371000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.901000
Kernel 1: 0.025000
Kernel 2: 123.352997
Copyback: 0.018000
Sum: 0.033000
It 25,Best ac:0.001540 1.000000 fi:0.115072. Ave ac:0.003364,0.010573
Initialization: 6.375000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.902000
Kernel 1: 0.023000
Kernel 2: 108.424004
Copyback: 0.016000
Sum: 0.034000
It 26,Best ac:0.001101 1.000000 fi:0.109562. Ave ac:0.003987,0.009673
Initialization: 6.399000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.889000
Kernel 1: 0.024000
Kernel 2: 109.303001
Copyback: 0.016000
Sum: 0.029000
It 27,Best ac:0.001761 1.000000 fi:0.109390. Ave ac:0.004077,0.010814
Initialization: 6.266000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 123.188004
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001320 1.000000 fi:0.114263. Ave ac:0.005799,0.020322
Initialization: 6.383000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.893000
Kernel 1: 0.024000
Kernel 2: 112.419998
Copyback: 0.016000
Sum: 0.028000
It 29,Best ac:0.001321 1.000000 fi:0.109483. Ave ac:0.004656,0.011562
Initialization: 6.428000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.919000
Kernel 1: 0.022000
Kernel 2: 127.163002
Copyback: 0.016000
Sum: 0.031000
It 30,Best ac:0.001100 1.000000 fi:0.120699. Ave ac:0.004425,0.015055
Initialization: 6.383000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.919000
Kernel 1: 0.024000
Kernel 2: 114.402000
Copyback: 0.016000
Sum: 0.038000
It 31,Best ac:0.001761 1.000000 fi:0.112020. Ave ac:0.003632,0.009161
Initialization: 6.526000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.796000
Kernel 1: 0.024000
Kernel 2: 117.179001
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001981 1.000000 fi:0.119939. Ave ac:0.003715,0.010906
Initialization: 6.545000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.272000
Kernel 1: 0.032000
Kernel 2: 119.303001
Copyback: 0.370000
Sum: 0.049000
It 33,Best ac:0.001761 1.000000 fi:0.110858. Ave ac:0.002519,0.007476
Initialization: 26.486000
Memcpy Instances: 565.107971
Memcpy Classifiers: 0.065000
Kernel 1: 0.025000
Kernel 2: 573.158020
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 595.494019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.022000
Kernel 2: 567.419983
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.016000
Kernel 2: 570.960999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 588.622009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.017000
Kernel 2: 585.262024
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 548.583008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 566.075989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.017000
Kernel 2: 565.763977
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 587.926025
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.017000
Kernel 2: 557.450012
Copyback: 0.347000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 574.700989
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 558.755981
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.022000
Kernel 2: 280.376007
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001743 0.804878 fi:0.305987. Ave ac:0.003523,0.014164
Best acc 0.001743 0.804878
Initialization: 8.294000
Memcpy Classifiers: 0.578000
Memcpy Instances: 8.863000
Kernel 1: 0.027000
Kernel 2: 113.914001
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.005265 accuracy2:0.271809
Initialization: 8.579000
Memcpy Classifiers: 0.716000
Memcpy Instances: 9.006000
Kernel 1: 0.033000
Kernel 2: 113.477997
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.004624 0.750000 fi:0.348685. Ave ac:0.006262,0.012141
Initialization: 7.290000
Memcpy Classifiers: 0.685000
Memcpy Instances: 14.241000
Kernel 1: 0.028000
Kernel 2: 111.869003
Copyback: 0.018000
Sum: 0.047000
It 1,Best ac:0.001101 1.000000 fi:0.099941. Ave ac:0.005637,0.009830
Initialization: 8.840000
Memcpy Classifiers: 0.775000
Memcpy Instances: 12.028000
Kernel 1: 0.024000
Kernel 2: 107.225998
Copyback: 0.017000
Sum: 0.042000
It 2,Best ac:0.001541 1.000000 fi:0.099784. Ave ac:0.005033,0.008529
Initialization: 7.516000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 123.209999
Copyback: 0.018000
Sum: 0.044000
It 3,Best ac:0.000880 1.000000 fi:0.153592. Ave ac:0.004708,0.007058
Initialization: 7.996000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.004000
Kernel 1: 0.032000
Kernel 2: 120.446999
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.001320 1.000000 fi:0.099863. Ave ac:0.005348,0.008681
Initialization: 6.446000
Memcpy Classifiers: 0.397000
Memcpy Instances: 11.043000
Kernel 1: 0.023000
Kernel 2: 101.664001
Copyback: 0.019000
Sum: 0.033000
It 5,Best ac:0.001321 1.000000 fi:0.099863. Ave ac:0.004918,0.008872
Initialization: 7.383000
Memcpy Classifiers: 0.681000
Memcpy Instances: 9.588000
Kernel 1: 0.024000
Kernel 2: 116.565002
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001981 1.000000 fi:0.099628. Ave ac:0.005343,0.008551
Initialization: 7.670000
Memcpy Classifiers: 0.565000
Memcpy Instances: 10.810000
Kernel 1: 0.023000
Kernel 2: 100.108002
Copyback: 0.018000
Sum: 0.043000
It 7,Best ac:0.001321 1.000000 fi:0.099863. Ave ac:0.005234,0.008659
Initialization: 6.547000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.000000
Kernel 1: 0.024000
Kernel 2: 100.165001
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001541 1.000000 fi:0.099784. Ave ac:0.005100,0.008439
Initialization: 7.297000
Memcpy Classifiers: 0.418000
Memcpy Instances: 11.315000
Kernel 1: 0.024000
Kernel 2: 100.760002
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001761 1.000000 fi:0.099706. Ave ac:0.004550,0.007680
Iteration 10:MDL fitness activated
Error 0.099706 TL 0.033788
MDL Theory Length Weight: 0.9836547912 (4)
Initialization: 8.450000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.922000
Kernel 1: 0.024000
Kernel 2: 101.084999
Copyback: 0.017000
Sum: 0.040000
It 10,Best ac:0.001321 1.000000 fi:0.125396. Ave ac:0.003598,0.006206
Initialization: 8.273000
Memcpy Classifiers: 0.680000
Memcpy Instances: 12.836000
Kernel 1: 0.027000
Kernel 2: 99.404999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001101 1.000000 fi:0.129766. Ave ac:0.003671,0.006247
Initialization: 7.820000
Memcpy Classifiers: 0.513000
Memcpy Instances: 10.341000
Kernel 1: 0.027000
Kernel 2: 100.708000
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001321 1.000000 fi:0.128659. Ave ac:0.004008,0.006678
Initialization: 6.416000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.934000
Kernel 1: 0.024000
Kernel 2: 98.013000
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.001541 1.000000 fi:0.130275. Ave ac:0.003579,0.006030
Initialization: 7.837000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.212000
Kernel 1: 0.024000
Kernel 2: 98.464996
Copyback: 0.018000
Sum: 0.040000
It 14,Best ac:0.001101 1.000000 fi:0.129766. Ave ac:0.003918,0.005682
Initialization: 8.140000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.522000
Kernel 1: 0.023000
Kernel 2: 98.139000
Copyback: 0.016000
Sum: 0.032000
It 15,Best ac:0.001101 1.000000 fi:0.127544. Ave ac:0.003660,0.005297
Initialization: 8.429000
Memcpy Classifiers: 0.775000
Memcpy Instances: 13.517000
Kernel 1: 0.024000
Kernel 2: 98.644997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001982 1.000000 fi:0.127877. Ave ac:0.003553,0.006279
Initialization: 8.538000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.899000
Kernel 1: 0.022000
Kernel 2: 100.473000
Copyback: 0.018000
Sum: 0.037000
It 17,Best ac:0.002642 1.000000 fi:0.124264. Ave ac:0.003997,0.006711
Initialization: 6.260000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.883000
Kernel 1: 0.023000
Kernel 2: 101.677002
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.004183 1.000000 fi:0.128363. Ave ac:0.002897,0.003525
Initialization: 6.424000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 96.384003
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001101 1.000000 fi:0.126304. Ave ac:0.002957,0.003392
Initialization: 7.062000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 114.788002
Copyback: 0.016000
Sum: 0.027000
It 20,Best ac:0.001320 1.000000 fi:0.123495. Ave ac:0.003926,0.004429
Initialization: 6.513000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.890000
Kernel 1: 0.024000
Kernel 2: 96.153999
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001321 1.000000 fi:0.128890. Ave ac:0.003282,0.005116
Initialization: 6.428000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.910000
Kernel 1: 0.024000
Kernel 2: 93.650002
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001982 1.000000 fi:0.126019. Ave ac:0.002537,0.002763
Initialization: 6.344000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 94.424004
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001541 1.000000 fi:0.128403. Ave ac:0.003064,0.004076
Initialization: 6.285000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.913000
Kernel 1: 0.024000
Kernel 2: 95.425003
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.001321 1.000000 fi:0.126302. Ave ac:0.002677,0.003917
Initialization: 7.960000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.871000
Kernel 1: 0.025000
Kernel 2: 94.422997
Copyback: 0.019000
Sum: 0.036000
It 25,Best ac:0.001101 1.000000 fi:0.122486. Ave ac:0.002163,0.003724
Initialization: 7.056000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.456000
Kernel 1: 0.033000
Kernel 2: 95.530998
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001541 1.000000 fi:0.113467. Ave ac:0.002849,0.002699
Initialization: 6.459000
Memcpy Classifiers: 0.396000
Memcpy Instances: 12.075000
Kernel 1: 0.023000
Kernel 2: 95.280998
Copyback: 0.017000
Sum: 0.037000
It 27,Best ac:0.001321 1.000000 fi:0.127649. Ave ac:0.002725,0.003146
Initialization: 8.118000
Memcpy Classifiers: 0.473000
Memcpy Instances: 10.297000
Kernel 1: 0.024000
Kernel 2: 97.079002
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001541 1.000000 fi:0.126122. Ave ac:0.003156,0.004181
Initialization: 8.888000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.952000
Kernel 1: 0.024000
Kernel 2: 95.737000
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001541 1.000000 fi:0.123416. Ave ac:0.002760,0.003065
Initialization: 7.155000
Memcpy Classifiers: 0.362000
Memcpy Instances: 12.209000
Kernel 1: 0.024000
Kernel 2: 109.843002
Copyback: 0.018000
Sum: 0.040000
It 30,Best ac:0.001540 1.000000 fi:0.127033. Ave ac:0.002975,0.003309
Initialization: 7.411000
Memcpy Classifiers: 0.362000
Memcpy Instances: 13.496000
Kernel 1: 0.025000
Kernel 2: 92.721001
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001541 1.000000 fi:0.126122. Ave ac:0.002262,0.002593
Initialization: 6.328000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.894000
Kernel 1: 0.024000
Kernel 2: 94.613998
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001321 1.000000 fi:0.126765. Ave ac:0.002376,0.003829
Initialization: 6.374000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 94.713997
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001761 1.000000 fi:0.130212. Ave ac:0.002661,0.002963
Initialization: 22.322001
Memcpy Instances: 446.268005
Memcpy Classifiers: 0.069000
Kernel 1: 0.028000
Kernel 2: 507.549011
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 486.006989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 496.483002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 490.217987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 498.269989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 495.665985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 511.821014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 503.338013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 492.647003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 491.235992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 500.067993
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 485.050995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 475.546997
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.048000
Kernel 1: 0.015000
Kernel 2: 246.203003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001567 0.822171 fi:0.305390. Ave ac:0.002393,0.008587
Best acc 0.001567 0.822171
Rule:Att PSSM_-4_19 is [<5.478523]|Att PSSM_0_2 is [<-3.046018]|Att PSSM_0_5 is [-0.971183,6.463706]|Att PSSM_0_6 is [<-2.277020]|Att PSSM_0_9 is [-6.191857,-3.549767]|Att PSSM_1_4 is [-6.560868,-4.989413]|Att PSSM_2_16 is [<1.969435]|Att PSSM_3_12 is [-6.799208,-1.200792]|1
Accuracy : 0.725019
0	1	
163132	948	
63573	6985	
Removed 433 instances. 226705 Instances left. Acc of rule 0.001567-0.822171
Initialization: 6.585000
Memcpy Classifiers: 0.625000
Memcpy Instances: 10.556000
Kernel 1: 0.026000
Kernel 2: 110.143997
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006597 accuracy2:0.258758
Initialization: 6.405000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 111.148003
Copyback: 0.018000
Sum: 0.071000
It 0,Best ac:0.004191 0.791667 fi:0.307167. Ave ac:0.007212,0.014513
Initialization: 6.395000
Memcpy Classifiers: 0.557000
Memcpy Instances: 8.916000
Kernel 1: 0.023000
Kernel 2: 107.633003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000882 1.000000 fi:0.148934. Ave ac:0.006532,0.013511
Initialization: 6.341000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 103.985001
Copyback: 0.017000
Sum: 0.037000
It 2,Best ac:0.002206 0.909091 fi:0.190453. Ave ac:0.005055,0.007495
Initialization: 6.257000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 103.890999
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.000882 1.000000 fi:0.148934. Ave ac:0.004885,0.007411
Initialization: 7.072000
Memcpy Classifiers: 0.935000
Memcpy Instances: 13.867000
Kernel 1: 0.024000
Kernel 2: 101.864998
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.002647 1.000000 fi:0.099386. Ave ac:0.004455,0.006185
Initialization: 6.465000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.857000
Kernel 1: 0.025000
Kernel 2: 102.338997
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.002206 0.909091 fi:0.190453. Ave ac:0.004364,0.006759
Initialization: 6.441000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.908000
Kernel 1: 0.024000
Kernel 2: 102.783997
Copyback: 0.018000
Sum: 0.046000
It 6,Best ac:0.002427 1.000000 fi:0.099465. Ave ac:0.004109,0.006368
Initialization: 6.818000
Memcpy Classifiers: 0.817000
Memcpy Instances: 10.349000
Kernel 1: 0.024000
Kernel 2: 102.378998
Copyback: 0.017000
Sum: 0.039000
It 7,Best ac:0.001323 1.000000 fi:0.099860. Ave ac:0.004270,0.007216
Initialization: 6.343000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.012000
Kernel 1: 0.027000
Kernel 2: 101.710999
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.002205 1.000000 fi:0.099545. Ave ac:0.004487,0.008461
Initialization: 8.519000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.005000
Kernel 1: 0.027000
Kernel 2: 104.744003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.002426 1.000000 fi:0.099466. Ave ac:0.003751,0.007625
Iteration 10:MDL fitness activated
Error 0.099466 TL 0.036265
MDL Theory Length Weight: 0.9142456428 (6)
Initialization: 6.360000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 102.191002
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.001323 1.000000 fi:0.125151. Ave ac:0.003811,0.006432
Initialization: 6.407000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.793000
Kernel 1: 0.024000
Kernel 2: 102.258003
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.001544 1.000000 fi:0.124769. Ave ac:0.003806,0.006883
Initialization: 7.448000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.912000
Kernel 1: 0.024000
Kernel 2: 99.029999
Copyback: 0.018000
Sum: 0.034000
It 12,Best ac:0.002647 1.000000 fi:0.125544. Ave ac:0.003608,0.004784
Initialization: 6.264000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.927000
Kernel 1: 0.024000
Kernel 2: 98.138000
Copyback: 0.018000
Sum: 0.040000
It 13,Best ac:0.001544 1.000000 fi:0.119086. Ave ac:0.003534,0.005361
Initialization: 8.752000
Memcpy Classifiers: 0.578000
Memcpy Instances: 8.910000
Kernel 1: 0.022000
Kernel 2: 98.682999
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.001103 1.000000 fi:0.126588. Ave ac:0.003232,0.006529
Initialization: 8.478000
Memcpy Classifiers: 0.590000
Memcpy Instances: 11.849000
Kernel 1: 0.025000
Kernel 2: 102.889999
Copyback: 0.016000
Sum: 0.033000
It 15,Best ac:0.001103 1.000000 fi:0.124768. Ave ac:0.002478,0.004130
Initialization: 6.480000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.868000
Kernel 1: 0.025000
Kernel 2: 99.778999
Copyback: 0.017000
Sum: 0.045000
It 16,Best ac:0.001103 1.000000 fi:0.119244. Ave ac:0.003368,0.004518
Initialization: 6.395000
Memcpy Classifiers: 0.484000
Memcpy Instances: 10.858000
Kernel 1: 0.023000
Kernel 2: 99.401001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001103 1.000000 fi:0.128418. Ave ac:0.002030,0.002286
Initialization: 7.449000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.878000
Kernel 1: 0.024000
Kernel 2: 99.162003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001323 1.000000 fi:0.120015. Ave ac:0.002948,0.003316
Initialization: 6.807000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 100.220001
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.002206 1.000000 fi:0.126400. Ave ac:0.002913,0.006661
Initialization: 7.862000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 103.195999
Copyback: 0.016000
Sum: 0.034000
It 20,Best ac:0.001764 1.000000 fi:0.124993. Ave ac:0.002873,0.002928
Initialization: 8.152000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.454000
Kernel 1: 0.026000
Kernel 2: 102.818001
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001103 1.000000 fi:0.129410. Ave ac:0.002990,0.003677
Initialization: 6.836000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.111000
Kernel 1: 0.032000
Kernel 2: 101.241997
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001985 1.000000 fi:0.124312. Ave ac:0.002359,0.003126
MDL Theory Length Weight: 0.8228210785 (10)
Initialization: 6.399000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.231000
Kernel 1: 0.024000
Kernel 2: 103.584999
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.001985 1.000000 fi:0.123689. Ave ac:0.002360,0.004067
Initialization: 7.755000
Memcpy Classifiers: 0.595000
Memcpy Instances: 12.684000
Kernel 1: 0.023000
Kernel 2: 100.470001
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.003308 1.000000 fi:0.121302. Ave ac:0.002791,0.003320
Initialization: 6.877000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.083000
Kernel 1: 0.033000
Kernel 2: 100.209000
Copyback: 0.021000
Sum: 0.047000
It 25,Best ac:0.001544 1.000000 fi:0.122973. Ave ac:0.002187,0.002761
Initialization: 8.061000
Memcpy Classifiers: 0.653000
Memcpy Instances: 12.676000
Kernel 1: 0.025000
Kernel 2: 99.336998
Copyback: 0.017000
Sum: 0.038000
It 26,Best ac:0.001765 1.000000 fi:0.119829. Ave ac:0.002194,0.002525
Initialization: 6.427000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.926000
Kernel 1: 0.021000
Kernel 2: 97.915001
Copyback: 0.371000
Sum: 0.032000
It 27,Best ac:0.001103 1.000000 fi:0.122622. Ave ac:0.001565,0.001437
Initialization: 6.380000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.908000
Kernel 1: 0.024000
Kernel 2: 97.997002
Copyback: 0.016000
Sum: 0.035000
It 28,Best ac:0.001764 1.000000 fi:0.124514. Ave ac:0.001801,0.001655
Initialization: 6.332000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.898000
Kernel 1: 0.024000
Kernel 2: 100.758003
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001764 1.000000 fi:0.118561. Ave ac:0.001974,0.002075
Initialization: 6.392000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 99.457001
Copyback: 0.016000
Sum: 0.034000
It 30,Best ac:0.002646 1.000000 fi:0.118486. Ave ac:0.001593,0.001373
Initialization: 6.392000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.862000
Kernel 1: 0.022000
Kernel 2: 98.022003
Copyback: 0.017000
Sum: 0.037000
It 31,Best ac:0.001544 1.000000 fi:0.118640. Ave ac:0.002192,0.001633
Initialization: 6.358000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 99.083000
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001765 1.000000 fi:0.117076. Ave ac:0.001887,0.001710
Initialization: 6.386000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 98.125000
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001103 1.000000 fi:0.118975. Ave ac:0.002236,0.002158
Initialization: 22.410000
Memcpy Instances: 442.083008
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 539.208984
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 545.270020
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 538.518982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 531.781006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 539.226013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 533.728027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 540.533020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 531.682983
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 549.447998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 531.148010
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 540.708008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 540.302979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 540.559021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 274.282990
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001306 0.826816 fi:0.295540. Ave ac:0.001757,0.006255
Best acc 0.001306 0.826816
Initialization: 6.487000
Memcpy Classifiers: 0.535000
Memcpy Instances: 8.857000
Kernel 1: 0.025000
Kernel 2: 109.875999
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.007204 accuracy2:0.262786
Initialization: 6.385000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.868000
Kernel 1: 0.024000
Kernel 2: 110.633003
Copyback: 0.017000
Sum: 0.060000
It 0,Best ac:0.001985 0.750000 fi:0.349624. Ave ac:0.008985,0.018094
Initialization: 6.346000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.889000
Kernel 1: 0.025000
Kernel 2: 107.708000
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001544 1.000000 fi:0.099782. Ave ac:0.008420,0.015873
Initialization: 6.236000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.859000
Kernel 1: 0.023000
Kernel 2: 107.325996
Copyback: 0.016000
Sum: 0.034000
It 2,Best ac:0.000882 1.000000 fi:0.148934. Ave ac:0.007187,0.013843
Initialization: 6.442000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 104.616997
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.001323 1.000000 fi:0.099860. Ave ac:0.006026,0.011812
Initialization: 6.236000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 103.250000
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001985 0.900000 fi:0.199623. Ave ac:0.005559,0.010611
Initialization: 6.425000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.902000
Kernel 1: 0.023000
Kernel 2: 105.969002
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001544 1.000000 fi:0.099782. Ave ac:0.005434,0.010056
Initialization: 6.386000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.889000
Kernel 1: 0.024000
Kernel 2: 107.696999
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.001103 1.000000 fi:0.099939. Ave ac:0.004764,0.008383
Initialization: 6.497000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 103.391998
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.001544 1.000000 fi:0.099782. Ave ac:0.003912,0.008941
Initialization: 6.426000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.866000
Kernel 1: 0.023000
Kernel 2: 100.349998
Copyback: 0.016000
Sum: 0.035000
It 8,Best ac:0.001985 1.000000 fi:0.099623. Ave ac:0.002875,0.007138
Initialization: 6.462000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.865000
Kernel 1: 0.023000
Kernel 2: 103.675003
Copyback: 0.017000
Sum: 0.041000
It 9,Best ac:0.003308 1.000000 fi:0.099150. Ave ac:0.003879,0.007480
Iteration 10:MDL fitness activated
Error 0.099150 TL 0.037497
MDL Theory Length Weight: 0.8814067070 (1)
Initialization: 6.428000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.913000
Kernel 1: 0.023000
Kernel 2: 103.877998
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001103 1.000000 fi:0.132288. Ave ac:0.002576,0.006375
Initialization: 6.416000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 103.778000
Copyback: 0.016000
Sum: 0.032000
It 11,Best ac:0.001544 1.000000 fi:0.119806. Ave ac:0.002748,0.005381
Initialization: 6.333000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.898000
Kernel 1: 0.024000
Kernel 2: 100.292999
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001544 1.000000 fi:0.117224. Ave ac:0.002813,0.004854
Initialization: 6.353000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 99.803001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.003749 1.000000 fi:0.123697. Ave ac:0.002720,0.004435
Initialization: 6.472000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.865000
Kernel 1: 0.022000
Kernel 2: 100.149002
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001985 1.000000 fi:0.124022. Ave ac:0.002015,0.002195
Initialization: 6.436000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.869000
Kernel 1: 0.025000
Kernel 2: 100.927002
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001103 1.000000 fi:0.123084. Ave ac:0.001837,0.002988
Initialization: 6.422000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.884000
Kernel 1: 0.025000
Kernel 2: 98.349998
Copyback: 0.016000
Sum: 0.038000
It 16,Best ac:0.001103 1.000000 fi:0.124378. Ave ac:0.002387,0.002521
Initialization: 6.412000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 97.438004
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001103 1.000000 fi:0.116278. Ave ac:0.002257,0.002477
Initialization: 6.413000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 96.478996
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.003088 1.000000 fi:0.120150. Ave ac:0.001849,0.002099
Initialization: 6.450000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 97.386002
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001323 1.000000 fi:0.124523. Ave ac:0.001712,0.002280
Initialization: 6.455000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.854000
Kernel 1: 0.025000
Kernel 2: 99.471001
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.002206 1.000000 fi:0.125027. Ave ac:0.002547,0.003103
Initialization: 6.407000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.863000
Kernel 1: 0.023000
Kernel 2: 97.422997
Copyback: 0.016000
Sum: 0.033000
It 21,Best ac:0.001544 1.000000 fi:0.123935. Ave ac:0.002368,0.002596
Initialization: 6.508000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.098000
Kernel 1: 0.024000
Kernel 2: 95.929001
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001103 1.000000 fi:0.123356. Ave ac:0.003077,0.005465
Initialization: 7.581000
Memcpy Classifiers: 0.681000
Memcpy Instances: 9.287000
Kernel 1: 0.024000
Kernel 2: 96.914001
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001103 1.000000 fi:0.122321. Ave ac:0.002479,0.003954
Initialization: 7.592000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.358000
Kernel 1: 0.031000
Kernel 2: 94.396004
Copyback: 0.018000
Sum: 0.045000
It 24,Best ac:0.001103 1.000000 fi:0.121896. Ave ac:0.002841,0.003944
Initialization: 6.779000
Memcpy Classifiers: 0.729000
Memcpy Instances: 12.932000
Kernel 1: 0.027000
Kernel 2: 94.867996
Copyback: 0.018000
Sum: 0.041000
It 25,Best ac:0.001985 1.000000 fi:0.122328. Ave ac:0.003750,0.006380
Initialization: 7.581000
Memcpy Classifiers: 0.648000
Memcpy Instances: 9.862000
Kernel 1: 0.024000
Kernel 2: 95.488998
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001544 1.000000 fi:0.122163. Ave ac:0.002817,0.003908
MDL Theory Length Weight: 0.7932660363 (10)
Initialization: 8.127000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.416000
Kernel 1: 0.033000
Kernel 2: 95.410004
Copyback: 0.369000
Sum: 0.046000
It 27,Best ac:0.001764 1.000000 fi:0.120107. Ave ac:0.002898,0.003163
Initialization: 7.064000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.343000
Kernel 1: 0.024000
Kernel 2: 92.542000
Copyback: 0.018000
Sum: 0.033000
It 28,Best ac:0.001103 1.000000 fi:0.116156. Ave ac:0.001758,0.001848
Initialization: 8.476000
Memcpy Classifiers: 0.712000
Memcpy Instances: 13.002000
Kernel 1: 0.023000
Kernel 2: 93.021004
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001324 1.000000 fi:0.116138. Ave ac:0.002456,0.002404
Initialization: 6.366000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.878000
Kernel 1: 0.024000
Kernel 2: 90.167999
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.001985 1.000000 fi:0.118233. Ave ac:0.002113,0.002562
Initialization: 6.412000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 91.649002
Copyback: 0.016000
Sum: 0.029000
It 31,Best ac:0.001323 1.000000 fi:0.115785. Ave ac:0.002061,0.002288
Initialization: 6.453000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.872000
Kernel 1: 0.025000
Kernel 2: 92.221001
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001103 1.000000 fi:0.115203. Ave ac:0.002508,0.003228
Initialization: 6.505000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.947000
Kernel 1: 0.032000
Kernel 2: 90.272003
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001544 1.000000 fi:0.114736. Ave ac:0.002045,0.002582
Initialization: 22.379000
Memcpy Instances: 445.423004
Memcpy Classifiers: 0.066000
Kernel 1: 0.028000
Kernel 2: 517.382019
Copyback: 0.016000
Sum: 0.011000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 524.468994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 513.164001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 533.174988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 517.630981
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 531.710022
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.011000
Kernel 2: 531.059998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 523.385010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 520.273987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 517.880005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 541.689026
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 517.786987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 520.549011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 267.139008
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000922 0.813230 fi:0.313307. Ave ac:0.002162,0.007708
Best acc 0.000922 0.813230
Rule:Att PSSM_-4_6 is [<1.417170]|Att PSSM_-4_19 is [<5.143316]|Att PSSM_-1_5 is [<11.031136]|Att PSSM_0_2 is [<-3.616981]|Att PSSM_0_4 is [<0.995761]|Att PSSM_0_5 is [0.851212,7.148788]|Att PSSM_0_16 is [<3.172791]|Att PSSM_1_6 is [-3.786680,-2.827109]|Att PSSM_1_13 is [-4.921396,6.921396]|Att PSSM_2_12 is [-6.611897,-1.388102]|1
Accuracy : 0.726016
0	1	
163070	1010	
63277	7281	
Removed 358 instances. 226347 Instances left. Acc of rule 0.001306-0.826816
Initialization: 6.427000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.861000
Kernel 1: 0.025000
Kernel 2: 111.600998
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.006787 accuracy2:0.265675
Initialization: 6.340000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 111.416000
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.002209 0.833333 fi:0.266208. Ave ac:0.008045,0.014871
Initialization: 6.400000
Memcpy Classifiers: 0.575000
Memcpy Instances: 8.852000
Kernel 1: 0.026000
Kernel 2: 107.952003
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.001105 1.000000 fi:0.099937. Ave ac:0.007119,0.014190
Initialization: 6.443000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 109.691002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.001105 1.000000 fi:0.099937. Ave ac:0.006109,0.015496
Initialization: 6.337000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 109.913002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.003977 0.947368 fi:0.151538. Ave ac:0.005586,0.011498
Initialization: 6.389000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.860000
Kernel 1: 0.025000
Kernel 2: 109.240997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001767 1.000000 fi:0.099699. Ave ac:0.005312,0.007781
Initialization: 6.439000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.890000
Kernel 1: 0.024000
Kernel 2: 104.197998
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001768 1.000000 fi:0.099699. Ave ac:0.005157,0.008183
Initialization: 6.211000
Memcpy Classifiers: 0.501000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 105.011002
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001767 1.000000 fi:0.099700. Ave ac:0.006366,0.012098
Initialization: 6.399000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 105.239998
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001988 1.000000 fi:0.099620. Ave ac:0.005913,0.008134
Initialization: 6.330000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 102.632004
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.001988 1.000000 fi:0.099620. Ave ac:0.004108,0.005700
Initialization: 6.347000
Memcpy Classifiers: 0.491000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 102.222000
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.002651 1.000000 fi:0.099383. Ave ac:0.003519,0.006050
Iteration 10:MDL fitness activated
Error 0.099383 TL 0.043090
MDL Theory Length Weight: 0.7687911630 (1)
Initialization: 6.415000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.898000
Kernel 1: 0.022000
Kernel 2: 101.905998
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001104 1.000000 fi:0.121778. Ave ac:0.003650,0.005598
Initialization: 6.682000
Memcpy Classifiers: 0.442000
Memcpy Instances: 8.910000
Kernel 1: 0.022000
Kernel 2: 104.761002
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.001105 1.000000 fi:0.115443. Ave ac:0.003836,0.008854
Initialization: 6.708000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.486000
Kernel 1: 0.023000
Kernel 2: 105.085999
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001989 1.000000 fi:0.117552. Ave ac:0.003388,0.004567
Initialization: 6.429000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 102.440002
Copyback: 0.016000
Sum: 0.031000
It 13,Best ac:0.002209 1.000000 fi:0.115839. Ave ac:0.003484,0.006892
Initialization: 6.361000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.898000
Kernel 1: 0.024000
Kernel 2: 104.752998
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.003534 1.000000 fi:0.119344. Ave ac:0.002532,0.003162
Initialization: 6.419000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.898000
Kernel 1: 0.023000
Kernel 2: 99.136002
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001325 1.000000 fi:0.116918. Ave ac:0.003305,0.004614
Initialization: 6.408000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 96.117996
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.001104 1.000000 fi:0.115443. Ave ac:0.003343,0.005261
Initialization: 6.330000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 95.944000
Copyback: 0.017000
Sum: 0.037000
It 17,Best ac:0.001104 1.000000 fi:0.116341. Ave ac:0.003602,0.005617
Initialization: 6.362000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 96.655998
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001546 1.000000 fi:0.115001. Ave ac:0.004004,0.005886
Initialization: 6.374000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.887000
Kernel 1: 0.023000
Kernel 2: 94.288002
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001326 1.000000 fi:0.119401. Ave ac:0.003562,0.005822
Initialization: 6.356000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 92.461998
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001325 1.000000 fi:0.117764. Ave ac:0.002883,0.004301
Initialization: 6.235000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.889000
Kernel 1: 0.023000
Kernel 2: 93.863998
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001105 1.000000 fi:0.119066. Ave ac:0.003558,0.005734
Initialization: 8.953000
Memcpy Classifiers: 0.569000
Memcpy Instances: 12.662000
Kernel 1: 0.027000
Kernel 2: 92.352997
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001547 1.000000 fi:0.114892. Ave ac:0.003414,0.005779
Initialization: 6.527000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.864000
Kernel 1: 0.025000
Kernel 2: 93.407997
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.001104 1.000000 fi:0.113391. Ave ac:0.002818,0.004332
Initialization: 8.017000
Memcpy Classifiers: 0.491000
Memcpy Instances: 10.491000
Kernel 1: 0.025000
Kernel 2: 92.887001
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001325 1.000000 fi:0.116156. Ave ac:0.003215,0.005290
Initialization: 7.626000
Memcpy Classifiers: 0.515000
Memcpy Instances: 10.684000
Kernel 1: 0.023000
Kernel 2: 93.014000
Copyback: 0.018000
Sum: 0.039000
It 25,Best ac:0.002209 1.000000 fi:0.118763. Ave ac:0.002747,0.006422
Initialization: 8.176000
Memcpy Classifiers: 0.713000
Memcpy Instances: 11.758000
Kernel 1: 0.024000
Kernel 2: 88.375999
Copyback: 0.018000
Sum: 0.042000
It 26,Best ac:0.001105 1.000000 fi:0.113391. Ave ac:0.002799,0.006198
Initialization: 6.400000
Memcpy Classifiers: 0.361000
Memcpy Instances: 11.023000
Kernel 1: 0.032000
Kernel 2: 88.530998
Copyback: 0.370000
Sum: 0.041000
It 27,Best ac:0.001325 1.000000 fi:0.115217. Ave ac:0.002931,0.005493
Initialization: 9.301000
Memcpy Classifiers: 0.542000
Memcpy Instances: 11.726000
Kernel 1: 0.024000
Kernel 2: 89.876999
Copyback: 0.018000
Sum: 0.034000
It 28,Best ac:0.001325 1.000000 fi:0.114554. Ave ac:0.003175,0.005520
Initialization: 7.744000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.867000
Kernel 1: 0.022000
Kernel 2: 90.913002
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.002209 1.000000 fi:0.114853. Ave ac:0.002971,0.004918
Initialization: 6.396000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 88.311996
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001325 1.000000 fi:0.114973. Ave ac:0.002732,0.004771
Initialization: 7.411000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.899000
Kernel 1: 0.024000
Kernel 2: 86.514000
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001767 1.000000 fi:0.115012. Ave ac:0.002977,0.003360
Initialization: 6.344000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 88.884003
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.001326 1.000000 fi:0.113069. Ave ac:0.003494,0.004369
Initialization: 6.441000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 86.027000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001325 1.000000 fi:0.113979. Ave ac:0.002476,0.002827
Initialization: 22.549000
Memcpy Instances: 449.420013
Memcpy Classifiers: 0.068000
Kernel 1: 0.025000
Kernel 2: 479.188995
Copyback: 0.014000
Sum: 0.011000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 469.401001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 461.764008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 481.878998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 491.018005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 477.694000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 486.989014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 493.032013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 474.592010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 479.548004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 482.290985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 489.218994
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 477.695007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 247.442993
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001476 0.804819 fi:0.310297. Ave ac:0.002880,0.010904
Best acc 0.001476 0.804819
Initialization: 6.370000
Memcpy Classifiers: 0.540000
Memcpy Instances: 11.010000
Kernel 1: 0.029000
Kernel 2: 112.391998
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.006158 accuracy2:0.261583
Initialization: 6.377000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.852000
Kernel 1: 0.027000
Kernel 2: 113.917999
Copyback: 0.018000
Sum: 0.070000
It 0,Best ac:0.000883 1.000000 fi:0.144900. Ave ac:0.007165,0.011864
Initialization: 6.373000
Memcpy Classifiers: 0.523000
Memcpy Instances: 12.157000
Kernel 1: 0.024000
Kernel 2: 114.288002
Copyback: 0.017000
Sum: 0.038000
It 1,Best ac:0.000884 1.000000 fi:0.144900. Ave ac:0.007743,0.013728
Initialization: 6.351000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 107.224998
Copyback: 0.019000
Sum: 0.040000
It 2,Best ac:0.001767 0.800000 fi:0.299700. Ave ac:0.007041,0.011772
Initialization: 6.356000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.871000
Kernel 1: 0.025000
Kernel 2: 107.002998
Copyback: 0.017000
Sum: 0.040000
It 3,Best ac:0.001325 0.857143 fi:0.242715. Ave ac:0.005940,0.010240
Initialization: 7.827000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.897000
Kernel 1: 0.023000
Kernel 2: 105.677002
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.004196 0.863636 fi:0.235191. Ave ac:0.006265,0.009499
Initialization: 6.808000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.646000
Kernel 1: 0.023000
Kernel 2: 107.093002
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001989 1.000000 fi:0.099620. Ave ac:0.005346,0.008316
Initialization: 6.867000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 108.144997
Copyback: 0.018000
Sum: 0.043000
It 6,Best ac:0.002651 1.000000 fi:0.099383. Ave ac:0.005302,0.007254
Initialization: 6.856000
Memcpy Classifiers: 0.468000
Memcpy Instances: 12.621000
Kernel 1: 0.032000
Kernel 2: 105.154999
Copyback: 0.016000
Sum: 0.032000
It 7,Best ac:0.001768 1.000000 fi:0.099699. Ave ac:0.004417,0.006334
Initialization: 7.149000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.895000
Kernel 1: 0.024000
Kernel 2: 106.255997
Copyback: 0.018000
Sum: 0.036000
It 8,Best ac:0.001988 1.000000 fi:0.099620. Ave ac:0.004688,0.006766
Initialization: 6.394000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 105.084000
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001988 1.000000 fi:0.099620. Ave ac:0.003505,0.005882
Iteration 10:MDL fitness activated
Error 0.099620 TL 0.044533
MDL Theory Length Weight: 0.7456668999 (4)
Initialization: 6.360000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 105.889000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.003093 1.000000 fi:0.123436. Ave ac:0.003673,0.005267
Initialization: 8.218000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.145000
Kernel 1: 0.024000
Kernel 2: 103.906998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001546 1.000000 fi:0.120066. Ave ac:0.003931,0.006243
Initialization: 9.179000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.894000
Kernel 1: 0.025000
Kernel 2: 105.515999
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.001104 1.000000 fi:0.126161. Ave ac:0.003294,0.005480
Initialization: 8.165000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.665000
Kernel 1: 0.027000
Kernel 2: 102.797997
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.001105 1.000000 fi:0.125637. Ave ac:0.003822,0.004754
Initialization: 6.444000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.880000
Kernel 1: 0.025000
Kernel 2: 103.038002
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001767 1.000000 fi:0.114895. Ave ac:0.003192,0.004009
Initialization: 6.443000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.871000
Kernel 1: 0.023000
Kernel 2: 101.815002
Copyback: 0.017000
Sum: 0.037000
It 15,Best ac:0.001104 1.000000 fi:0.121717. Ave ac:0.002539,0.003263
Initialization: 6.400000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 99.736000
Copyback: 0.021000
Sum: 0.036000
It 16,Best ac:0.001767 1.000000 fi:0.118249. Ave ac:0.003162,0.006504
Initialization: 6.493000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 99.478996
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001326 1.000000 fi:0.119354. Ave ac:0.002711,0.003331
Initialization: 7.308000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.669000
Kernel 1: 0.024000
Kernel 2: 98.875000
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.003093 1.000000 fi:0.124757. Ave ac:0.002683,0.003599
Initialization: 7.608000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 98.774002
Copyback: 0.019000
Sum: 0.045000
It 19,Best ac:0.002430 1.000000 fi:0.117025. Ave ac:0.002437,0.003164
Initialization: 7.671000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.890000
Kernel 1: 0.022000
Kernel 2: 99.030998
Copyback: 0.018000
Sum: 0.047000
It 20,Best ac:0.002430 1.000000 fi:0.116932. Ave ac:0.002792,0.003408
Initialization: 6.383000
Memcpy Classifiers: 0.438000
Memcpy Instances: 8.898000
Kernel 1: 0.023000
Kernel 2: 98.579002
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.005082 1.000000 fi:0.122979. Ave ac:0.002758,0.003595
Initialization: 6.453000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.808000
Kernel 1: 0.023000
Kernel 2: 95.794998
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.002209 1.000000 fi:0.124958. Ave ac:0.002837,0.003191
Initialization: 6.723000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.198000
Kernel 1: 0.023000
Kernel 2: 95.680000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001546 1.000000 fi:0.117145. Ave ac:0.002362,0.003526
MDL Theory Length Weight: 0.6711002099 (10)
Initialization: 7.827000
Memcpy Classifiers: 0.712000
Memcpy Instances: 9.068000
Kernel 1: 0.024000
Kernel 2: 95.021004
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.002651 1.000000 fi:0.119524. Ave ac:0.002166,0.002481
Initialization: 7.728000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.094000
Kernel 1: 0.024000
Kernel 2: 95.304001
Copyback: 0.018000
Sum: 0.044000
It 25,Best ac:0.001326 1.000000 fi:0.117404. Ave ac:0.002164,0.003345
Initialization: 6.479000
Memcpy Classifiers: 0.426000
Memcpy Instances: 9.853000
Kernel 1: 0.032000
Kernel 2: 95.863998
Copyback: 0.016000
Sum: 0.033000
It 26,Best ac:0.001105 1.000000 fi:0.118692. Ave ac:0.002826,0.003671
Initialization: 8.986000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.878000
Kernel 1: 0.024000
Kernel 2: 99.619003
Copyback: 0.018000
Sum: 0.034000
It 27,Best ac:0.002651 1.000000 fi:0.118531. Ave ac:0.002023,0.002401
Initialization: 6.324000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.880000
Kernel 1: 0.023000
Kernel 2: 96.246002
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001105 1.000000 fi:0.115744. Ave ac:0.001991,0.002533
Initialization: 6.359000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.874000
Kernel 1: 0.025000
Kernel 2: 98.512001
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001104 1.000000 fi:0.116462. Ave ac:0.002913,0.003512
Initialization: 6.377000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.881000
Kernel 1: 0.024000
Kernel 2: 97.559998
Copyback: 0.016000
Sum: 0.032000
It 30,Best ac:0.002871 1.000000 fi:0.116794. Ave ac:0.002939,0.004121
Initialization: 6.356000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.862000
Kernel 1: 0.025000
Kernel 2: 95.893997
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001325 1.000000 fi:0.115665. Ave ac:0.002436,0.002764
Initialization: 6.378000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.853000
Kernel 1: 0.025000
Kernel 2: 91.660004
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001325 1.000000 fi:0.117349. Ave ac:0.002111,0.002364
Initialization: 6.377000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.899000
Kernel 1: 0.024000
Kernel 2: 91.291000
Copyback: 0.371000
Sum: 0.037000
It 33,Best ac:0.001989 1.000000 fi:0.115343. Ave ac:0.002331,0.002822
Initialization: 22.313000
Memcpy Instances: 445.304993
Memcpy Classifiers: 0.068000
Kernel 1: 0.028000
Kernel 2: 515.619019
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 517.052979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.017000
Kernel 2: 504.803986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 504.911011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 520.645996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.022000
Kernel 2: 502.125000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 516.705994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 510.790009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 518.346985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 515.221985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 522.447021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 509.649994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.019000
Kernel 2: 522.679016
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.016000
Kernel 2: 258.824005
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001635 0.806100 fi:0.313789. Ave ac:0.002149,0.007432
Best acc 0.001635 0.806100
Rule:Att PSSM_-3_20 is [>-1.854167]|Att PSSM_-2_2 is [<3.760202]|Att PSSM_-1_6 is [-6.592317,-1.795303]|Att PSSM_0_2 is [<-2.179837]|Att PSSM_0_10 is [-3.403466,7.403466]|Att PSSM_0_13 is [>1.436519]|Att PSSM_0_15 is [<1.191162]|Att PSSM_1_10 is [-3.815274,1.815274]|Att PSSM_3_15 is [<3.490116]|Att PSSM_4_12 is [<-2.257751]|Att PSSM_4_18 is [<2.829874]|1
Accuracy : 0.727214
0	1	
162981	1099	
62907	7651	
Removed 459 instances. 225888 Instances left. Acc of rule 0.001635-0.806100
Initialization: 6.470000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.862000
Kernel 1: 0.026000
Kernel 2: 107.886002
Copyback: 0.019000
Sum: 0.054000
Initial population average accuracy1:0.005898 accuracy2:0.266066
Initialization: 6.426000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 110.346001
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.001107 0.833333 fi:0.266602. Ave ac:0.007321,0.012234
Initialization: 6.357000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 108.582001
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001107 1.000000 fi:0.099935. Ave ac:0.006953,0.012531
Initialization: 6.492000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.441000
Kernel 1: 0.024000
Kernel 2: 108.372002
Copyback: 0.018000
Sum: 0.042000
It 2,Best ac:0.000886 1.000000 fi:0.139463. Ave ac:0.006900,0.011731
Initialization: 6.233000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.860000
Kernel 1: 0.025000
Kernel 2: 107.274002
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.001550 1.000000 fi:0.099775. Ave ac:0.007245,0.011849
Initialization: 6.365000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 106.869003
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001328 1.000000 fi:0.099855. Ave ac:0.006798,0.012668
Initialization: 6.342000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.870000
Kernel 1: 0.025000
Kernel 2: 110.397003
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001771 1.000000 fi:0.099696. Ave ac:0.006276,0.010037
Initialization: 6.393000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 105.559998
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001550 1.000000 fi:0.099775. Ave ac:0.006154,0.012381
Initialization: 6.281000
Memcpy Classifiers: 0.502000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 105.515999
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.002435 1.000000 fi:0.099456. Ave ac:0.004487,0.008796
Initialization: 6.330000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 105.074997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.000886 1.000000 fi:0.139463. Ave ac:0.004535,0.009888
Initialization: 6.547000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 102.317001
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.002214 1.000000 fi:0.099536. Ave ac:0.004036,0.006808
Iteration 10:MDL fitness activated
Error 0.099536 TL 0.029850
MDL Theory Length Weight: 1.1114974492 (3)
Initialization: 6.425000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 102.638000
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001107 1.000000 fi:0.135421. Ave ac:0.003849,0.007122
Initialization: 7.057000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.910000
Kernel 1: 0.023000
Kernel 2: 104.082001
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.001550 1.000000 fi:0.129014. Ave ac:0.004080,0.009476
Initialization: 6.356000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 100.502998
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.001771 1.000000 fi:0.125672. Ave ac:0.003813,0.007721
Initialization: 6.398000
Memcpy Classifiers: 0.403000
Memcpy Instances: 10.072000
Kernel 1: 0.034000
Kernel 2: 104.300003
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001328 1.000000 fi:0.126133. Ave ac:0.003719,0.005423
Initialization: 6.376000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 103.592003
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.001328 1.000000 fi:0.130325. Ave ac:0.003531,0.008959
Initialization: 6.342000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 101.577003
Copyback: 0.016000
Sum: 0.039000
It 15,Best ac:0.001771 1.000000 fi:0.126241. Ave ac:0.003213,0.005894
Initialization: 6.438000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.878000
Kernel 1: 0.024000
Kernel 2: 100.542999
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.001107 1.000000 fi:0.125533. Ave ac:0.003107,0.005028
Initialization: 6.353000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 99.070000
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.002214 1.000000 fi:0.122242. Ave ac:0.003034,0.006935
Initialization: 6.246000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 99.188004
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001992 1.000000 fi:0.123192. Ave ac:0.003157,0.005173
Initialization: 6.362000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.883000
Kernel 1: 0.023000
Kernel 2: 97.790001
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.001771 1.000000 fi:0.121113. Ave ac:0.003083,0.011049
Initialization: 6.536000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.017000
Kernel 1: 0.032000
Kernel 2: 95.044998
Copyback: 0.021000
Sum: 0.040000
It 20,Best ac:0.001328 1.000000 fi:0.120055. Ave ac:0.003846,0.006757
Initialization: 6.502000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.551000
Kernel 1: 0.023000
Kernel 2: 92.084000
Copyback: 0.018000
Sum: 0.045000
It 21,Best ac:0.001328 1.000000 fi:0.120055. Ave ac:0.003881,0.006569
Initialization: 8.092000
Memcpy Classifiers: 0.514000
Memcpy Instances: 11.201000
Kernel 1: 0.024000
Kernel 2: 90.994003
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001992 1.000000 fi:0.121384. Ave ac:0.002945,0.006304
Initialization: 6.486000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.852000
Kernel 1: 0.025000
Kernel 2: 91.067001
Copyback: 0.017000
Sum: 0.040000
It 23,Best ac:0.002435 1.000000 fi:0.115962. Ave ac:0.003643,0.007406
Initialization: 7.046000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.477000
Kernel 1: 0.024000
Kernel 2: 89.018997
Copyback: 0.018000
Sum: 0.035000
It 24,Best ac:0.002656 1.000000 fi:0.128310. Ave ac:0.003163,0.004921
Initialization: 6.965000
Memcpy Classifiers: 0.614000
Memcpy Instances: 10.657000
Kernel 1: 0.024000
Kernel 2: 91.486000
Copyback: 0.018000
Sum: 0.042000
It 25,Best ac:0.002435 1.000000 fi:0.116931. Ave ac:0.004007,0.009151
Initialization: 6.516000
Memcpy Classifiers: 0.352000
Memcpy Instances: 12.287000
Kernel 1: 0.024000
Kernel 2: 94.348999
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.001106 1.000000 fi:0.118829. Ave ac:0.004305,0.007077
Initialization: 8.952000
Memcpy Classifiers: 0.352000
Memcpy Instances: 11.315000
Kernel 1: 0.031000
Kernel 2: 91.252998
Copyback: 0.016000
Sum: 0.033000
It 27,Best ac:0.001550 1.000000 fi:0.121096. Ave ac:0.004436,0.010441
Initialization: 6.428000
Memcpy Classifiers: 0.351000
Memcpy Instances: 12.366000
Kernel 1: 0.031000
Kernel 2: 91.703003
Copyback: 0.018000
Sum: 0.033000
It 28,Best ac:0.001549 1.000000 fi:0.122635. Ave ac:0.003961,0.005939
Initialization: 9.443000
Memcpy Classifiers: 0.498000
Memcpy Instances: 11.477000
Kernel 1: 0.023000
Kernel 2: 91.626999
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001328 1.000000 fi:0.122570. Ave ac:0.004093,0.008256
Initialization: 7.959000
Memcpy Classifiers: 0.501000
Memcpy Instances: 13.062000
Kernel 1: 0.024000
Kernel 2: 90.033997
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001992 1.000000 fi:0.119964. Ave ac:0.005243,0.009410
Initialization: 6.961000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 89.624001
Copyback: 0.019000
Sum: 0.037000
It 31,Best ac:0.001328 1.000000 fi:0.118229. Ave ac:0.003652,0.006291
Initialization: 7.026000
Memcpy Classifiers: 0.352000
Memcpy Instances: 12.178000
Kernel 1: 0.024000
Kernel 2: 89.917000
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001107 1.000000 fi:0.117735. Ave ac:0.004447,0.006870
MDL Theory Length Weight: 1.0003477043 (10)
Initialization: 6.316000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.102000
Kernel 1: 0.023000
Kernel 2: 89.084000
Copyback: 0.018000
Sum: 0.043000
It 33,Best ac:0.001771 1.000000 fi:0.117246. Ave ac:0.004320,0.008489
Initialization: 25.781000
Memcpy Instances: 488.282013
Memcpy Classifiers: 0.067000
Kernel 1: 0.023000
Kernel 2: 488.580994
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 488.994995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 506.893005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 513.929016
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 503.089996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.021000
Kernel 2: 500.118011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 470.782990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.016000
Kernel 2: 482.686005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 524.354980
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.080000
Kernel 1: 0.022000
Kernel 2: 488.777008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 513.893005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 512.976990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 507.584015
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.012000
Kernel 2: 243.817001
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001129 0.847176 fi:0.273194. Ave ac:0.004635,0.022423
Best acc 0.001129 0.847176
Initialization: 6.358000
Memcpy Classifiers: 0.626000
Memcpy Instances: 8.925000
Kernel 1: 0.034000
Kernel 2: 108.481003
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006289 accuracy2:0.276582
Initialization: 6.374000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.863000
Kernel 1: 0.025000
Kernel 2: 109.231003
Copyback: 0.016000
Sum: 0.050000
It 0,Best ac:0.000885 1.000000 fi:0.139463. Ave ac:0.006985,0.012329
Initialization: 6.397000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 109.625999
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.001328 0.857143 fi:0.242712. Ave ac:0.007127,0.013195
Initialization: 6.323000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.868000
Kernel 1: 0.025000
Kernel 2: 110.830002
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.002656 1.000000 fi:0.099377. Ave ac:0.006879,0.011251
Initialization: 6.413000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 109.202003
Copyback: 0.016000
Sum: 0.031000
It 3,Best ac:0.003983 0.900000 fi:0.198899. Ave ac:0.007592,0.011996
Initialization: 6.204000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 106.355003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000885 1.000000 fi:0.139463. Ave ac:0.007497,0.011616
Initialization: 6.236000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 107.966003
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.000886 1.000000 fi:0.139463. Ave ac:0.006876,0.011120
Initialization: 6.376000
Memcpy Classifiers: 0.495000
Memcpy Instances: 8.868000
Kernel 1: 0.024000
Kernel 2: 105.237999
Copyback: 0.019000
Sum: 0.040000
It 6,Best ac:0.002657 1.000000 fi:0.099377. Ave ac:0.006549,0.011550
Initialization: 7.802000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.870000
Kernel 1: 0.023000
Kernel 2: 104.170998
Copyback: 0.016000
Sum: 0.031000
It 7,Best ac:0.001771 1.000000 fi:0.099696. Ave ac:0.005461,0.009338
Initialization: 6.509000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 103.981003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001328 1.000000 fi:0.099855. Ave ac:0.004900,0.008612
Initialization: 6.365000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 102.550003
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.001992 1.000000 fi:0.099616. Ave ac:0.004148,0.006950
Iteration 10:MDL fitness activated
Error 0.099616 TL 0.036789
MDL Theory Length Weight: 0.9025766616 (8)
Initialization: 6.361000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 107.075996
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.002213 1.000000 fi:0.125112. Ave ac:0.003060,0.004632
Initialization: 6.410000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.238000
Kernel 1: 0.024000
Kernel 2: 107.144997
Copyback: 0.020000
Sum: 0.045000
It 11,Best ac:0.003319 1.000000 fi:0.124021. Ave ac:0.003322,0.004335
Initialization: 6.485000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 102.750000
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.001992 1.000000 fi:0.127792. Ave ac:0.002853,0.002820
Initialization: 6.373000
Memcpy Classifiers: 0.414000
Memcpy Instances: 10.709000
Kernel 1: 0.023000
Kernel 2: 106.398003
Copyback: 0.017000
Sum: 0.048000
It 13,Best ac:0.001549 1.000000 fi:0.121494. Ave ac:0.002005,0.002132
Initialization: 7.508000
Memcpy Classifiers: 0.397000
Memcpy Instances: 11.570000
Kernel 1: 0.024000
Kernel 2: 105.250000
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.002214 1.000000 fi:0.123311. Ave ac:0.002097,0.003699
Initialization: 6.430000
Memcpy Classifiers: 0.416000
Memcpy Instances: 13.453000
Kernel 1: 0.027000
Kernel 2: 103.165001
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.001328 1.000000 fi:0.129890. Ave ac:0.002422,0.003301
Initialization: 8.213000
Memcpy Classifiers: 0.566000
Memcpy Instances: 10.275000
Kernel 1: 0.024000
Kernel 2: 99.268997
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.001992 1.000000 fi:0.121335. Ave ac:0.002354,0.002655
Initialization: 6.865000
Memcpy Classifiers: 0.681000
Memcpy Instances: 10.537000
Kernel 1: 0.024000
Kernel 2: 100.414001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001549 1.000000 fi:0.125340. Ave ac:0.002253,0.002885
Initialization: 6.250000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 99.502998
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.002435 1.000000 fi:0.125021. Ave ac:0.002123,0.003059
Initialization: 6.395000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 98.333000
Copyback: 0.016000
Sum: 0.030000
It 19,Best ac:0.001107 1.000000 fi:0.121764. Ave ac:0.002549,0.003041
Initialization: 6.385000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.886000
Kernel 1: 0.023000
Kernel 2: 97.458000
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001328 1.000000 fi:0.127752. Ave ac:0.002502,0.002767
Initialization: 6.415000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 101.204002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001107 1.000000 fi:0.126615. Ave ac:0.002201,0.003204
Initialization: 6.196000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.864000
Kernel 1: 0.025000
Kernel 2: 98.779999
Copyback: 0.016000
Sum: 0.026000
It 22,Best ac:0.003099 1.000000 fi:0.122585. Ave ac:0.004228,0.004763
Initialization: 6.288000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 97.452003
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001550 1.000000 fi:0.124632. Ave ac:0.002547,0.003929
Initialization: 6.386000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 94.195000
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.001771 1.000000 fi:0.121161. Ave ac:0.002556,0.002972
Initialization: 6.354000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.839000
Kernel 1: 0.023000
Kernel 2: 93.675003
Copyback: 0.016000
Sum: 0.033000
It 25,Best ac:0.001107 1.000000 fi:0.123436. Ave ac:0.001984,0.002740
Initialization: 6.398000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 93.870003
Copyback: 0.016000
Sum: 0.030000
It 26,Best ac:0.001328 1.000000 fi:0.119816. Ave ac:0.002363,0.002858
Initialization: 6.224000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 90.234001
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.001328 1.000000 fi:0.121430. Ave ac:0.003150,0.003043
Initialization: 6.396000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.868000
Kernel 1: 0.023000
Kernel 2: 88.137001
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.002877 1.000000 fi:0.122049. Ave ac:0.002477,0.002692
Initialization: 6.354000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.904000
Kernel 1: 0.024000
Kernel 2: 88.401001
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001107 1.000000 fi:0.121400. Ave ac:0.002336,0.002459
Initialization: 6.204000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.858000
Kernel 1: 0.025000
Kernel 2: 88.086998
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001328 1.000000 fi:0.116835. Ave ac:0.001880,0.002370
Initialization: 7.145000
Memcpy Classifiers: 0.351000
Memcpy Instances: 12.575000
Kernel 1: 0.026000
Kernel 2: 87.543999
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001992 1.000000 fi:0.122812. Ave ac:0.002044,0.002594
Initialization: 6.796000
Memcpy Classifiers: 0.439000
Memcpy Instances: 12.431000
Kernel 1: 0.024000
Kernel 2: 88.903999
Copyback: 0.021000
Sum: 0.046000
It 32,Best ac:0.001107 1.000000 fi:0.123951. Ave ac:0.002915,0.004202
Initialization: 6.854000
Memcpy Classifiers: 0.341000
Memcpy Instances: 12.016000
Kernel 1: 0.024000
Kernel 2: 86.876999
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001992 1.000000 fi:0.122845. Ave ac:0.002581,0.003111
Initialization: 24.746000
Memcpy Instances: 532.203003
Memcpy Classifiers: 0.066000
Kernel 1: 0.025000
Kernel 2: 518.010010
Copyback: 0.017000
Sum: 0.016000
Memcpy Classifiers: 0.096000
Kernel 1: 0.022000
Kernel 2: 483.476013
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 524.726990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 503.867004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 504.800995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.016000
Kernel 2: 501.945007
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.022000
Kernel 2: 503.000000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.021000
Kernel 2: 501.790985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 504.958008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 491.895996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 505.352997
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.022000
Kernel 2: 490.790985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.022000
Kernel 2: 498.390991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.020000
Kernel 2: 245.182999
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001558 0.820513 fi:0.302456. Ave ac:0.002635,0.009227
Best acc 0.001558 0.820513
Rule:Att PSSM_-4_4 is [<5.665735]|Att PSSM_-3_17 is [<0.326602]|Att PSSM_0_1 is [2.121067,5.878933]|Att PSSM_0_9 is [<5.696226]|Att PSSM_0_12 is [-6.496787,-3.105600]|Att PSSM_1_5 is [>-3.650192]|Att PSSM_2_7 is [<-2.117302]|Att PSSM_4_7 is [<2.687111]|1
Accuracy : 0.728105
0	1	
162935	1145	
62652	7906	
Removed 301 instances. 225587 Instances left. Acc of rule 0.001129-0.847176
Initialization: 6.565000
Memcpy Classifiers: 0.626000
Memcpy Instances: 12.279000
Kernel 1: 0.026000
Kernel 2: 107.156998
Copyback: 0.018000
Sum: 0.059000
Initial population average accuracy1:0.004984 accuracy2:0.277060
Initialization: 6.504000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.605000
Kernel 1: 0.026000
Kernel 2: 108.625999
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.000887 1.000000 fi:0.136029. Ave ac:0.005855,0.010866
Initialization: 6.429000
Memcpy Classifiers: 0.636000
Memcpy Instances: 12.755000
Kernel 1: 0.025000
Kernel 2: 108.083000
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.001330 1.000000 fi:0.099853. Ave ac:0.006501,0.010409
Initialization: 6.782000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.932000
Kernel 1: 0.023000
Kernel 2: 105.704002
Copyback: 0.018000
Sum: 0.036000
It 2,Best ac:0.001330 1.000000 fi:0.099853. Ave ac:0.005059,0.007633
Initialization: 7.453000
Memcpy Classifiers: 0.851000
Memcpy Instances: 12.933000
Kernel 1: 0.027000
Kernel 2: 104.403000
Copyback: 0.018000
Sum: 0.044000
It 3,Best ac:0.001330 1.000000 fi:0.099853. Ave ac:0.004373,0.007112
Initialization: 6.371000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.860000
Kernel 1: 0.022000
Kernel 2: 104.014999
Copyback: 0.018000
Sum: 0.041000
It 4,Best ac:0.001551 1.000000 fi:0.099773. Ave ac:0.003817,0.006393
Initialization: 7.977000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.608000
Kernel 1: 0.033000
Kernel 2: 107.542999
Copyback: 0.018000
Sum: 0.045000
It 5,Best ac:0.001330 1.000000 fi:0.099853. Ave ac:0.004275,0.006126
Initialization: 8.169000
Memcpy Classifiers: 0.435000
Memcpy Instances: 12.134000
Kernel 1: 0.023000
Kernel 2: 105.594002
Copyback: 0.019000
Sum: 0.050000
It 6,Best ac:0.001773 1.000000 fi:0.099693. Ave ac:0.003868,0.007231
Initialization: 6.366000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.174000
Kernel 1: 0.023000
Kernel 2: 106.335999
Copyback: 0.018000
Sum: 0.047000
It 7,Best ac:0.001773 1.000000 fi:0.099693. Ave ac:0.003697,0.006067
Initialization: 7.216000
Memcpy Classifiers: 0.505000
Memcpy Instances: 13.693000
Kernel 1: 0.027000
Kernel 2: 103.116997
Copyback: 0.018000
Sum: 0.042000
It 8,Best ac:0.002217 1.000000 fi:0.099533. Ave ac:0.003383,0.005891
Initialization: 7.417000
Memcpy Classifiers: 0.470000
Memcpy Instances: 11.311000
Kernel 1: 0.024000
Kernel 2: 104.463997
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001773 1.000000 fi:0.099693. Ave ac:0.003520,0.005997
Iteration 10:MDL fitness activated
Error 0.099693 TL 0.038395
MDL Theory Length Weight: 0.8654943825 (2)
Initialization: 7.346000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 102.669998
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.001330 1.000000 fi:0.126494. Ave ac:0.002888,0.003952
Initialization: 6.347000
Memcpy Classifiers: 0.451000
Memcpy Instances: 13.282000
Kernel 1: 0.027000
Kernel 2: 104.915001
Copyback: 0.018000
Sum: 0.041000
It 11,Best ac:0.001330 1.000000 fi:0.125696. Ave ac:0.002557,0.003802
Initialization: 6.376000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.994000
Kernel 1: 0.032000
Kernel 2: 101.968002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001551 1.000000 fi:0.117634. Ave ac:0.003213,0.005572
Initialization: 7.715000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.717000
Kernel 1: 0.027000
Kernel 2: 105.463997
Copyback: 0.018000
Sum: 0.040000
It 13,Best ac:0.001330 1.000000 fi:0.117714. Ave ac:0.002584,0.004163
Initialization: 7.913000
Memcpy Classifiers: 0.452000
Memcpy Instances: 12.853000
Kernel 1: 0.032000
Kernel 2: 104.232002
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.003103 1.000000 fi:0.121725. Ave ac:0.002666,0.005365
Initialization: 7.198000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.625000
Kernel 1: 0.023000
Kernel 2: 99.819000
Copyback: 0.019000
Sum: 0.039000
It 15,Best ac:0.001551 1.000000 fi:0.120702. Ave ac:0.002878,0.006341
Initialization: 8.335000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.893000
Kernel 1: 0.022000
Kernel 2: 98.246002
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001108 1.000000 fi:0.122172. Ave ac:0.002166,0.003330
Initialization: 6.391000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.856000
Kernel 1: 0.033000
Kernel 2: 98.069000
Copyback: 0.018000
Sum: 0.041000
It 17,Best ac:0.002438 1.000000 fi:0.120030. Ave ac:0.002691,0.004040
Initialization: 7.978000
Memcpy Classifiers: 0.711000
Memcpy Instances: 12.779000
Kernel 1: 0.023000
Kernel 2: 95.129997
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001773 1.000000 fi:0.117554. Ave ac:0.003426,0.005243
Initialization: 7.583000
Memcpy Classifiers: 0.591000
Memcpy Instances: 10.408000
Kernel 1: 0.024000
Kernel 2: 96.194000
Copyback: 0.017000
Sum: 0.037000
It 19,Best ac:0.001108 1.000000 fi:0.116726. Ave ac:0.002783,0.003907
Initialization: 6.366000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 91.169998
Copyback: 0.018000
Sum: 0.036000
It 20,Best ac:0.002216 1.000000 fi:0.118544. Ave ac:0.002229,0.003346
Initialization: 6.365000
Memcpy Classifiers: 0.379000
Memcpy Instances: 12.076000
Kernel 1: 0.027000
Kernel 2: 90.282997
Copyback: 0.018000
Sum: 0.045000
It 21,Best ac:0.001773 1.000000 fi:0.117567. Ave ac:0.003316,0.006216
Initialization: 7.770000
Memcpy Classifiers: 0.567000
Memcpy Instances: 12.772000
Kernel 1: 0.026000
Kernel 2: 89.422997
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001108 1.000000 fi:0.116127. Ave ac:0.003216,0.005046
Initialization: 6.220000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.904000
Kernel 1: 0.024000
Kernel 2: 88.814003
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.002438 1.000000 fi:0.117489. Ave ac:0.003016,0.004006
Initialization: 7.438000
Memcpy Classifiers: 0.516000
Memcpy Instances: 12.613000
Kernel 1: 0.027000
Kernel 2: 91.279999
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.001108 1.000000 fi:0.115310. Ave ac:0.002446,0.003342
Initialization: 7.423000
Memcpy Classifiers: 0.447000
Memcpy Instances: 9.048000
Kernel 1: 0.023000
Kernel 2: 89.692001
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.001108 1.000000 fi:0.118349. Ave ac:0.002320,0.003758
Initialization: 8.400000
Memcpy Classifiers: 0.516000
Memcpy Instances: 10.651000
Kernel 1: 0.023000
Kernel 2: 89.047997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001773 1.000000 fi:0.117648. Ave ac:0.002570,0.004984
Initialization: 7.903000
Memcpy Classifiers: 0.490000
Memcpy Instances: 12.415000
Kernel 1: 0.024000
Kernel 2: 86.458000
Copyback: 0.017000
Sum: 0.042000
It 27,Best ac:0.001108 1.000000 fi:0.115700. Ave ac:0.002333,0.005465
Initialization: 6.456000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.236000
Kernel 1: 0.023000
Kernel 2: 84.622002
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001108 1.000000 fi:0.122171. Ave ac:0.001698,0.002417
Initialization: 6.418000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.135000
Kernel 1: 0.024000
Kernel 2: 84.782997
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001330 1.000000 fi:0.114362. Ave ac:0.002022,0.002088
Initialization: 6.444000
Memcpy Classifiers: 0.647000
Memcpy Instances: 13.430000
Kernel 1: 0.025000
Kernel 2: 85.205002
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001551 1.000000 fi:0.114816. Ave ac:0.002570,0.004517
Initialization: 7.998000
Memcpy Classifiers: 0.515000
Memcpy Instances: 9.756000
Kernel 1: 0.024000
Kernel 2: 85.600998
Copyback: 0.016000
Sum: 0.028000
It 31,Best ac:0.001330 1.000000 fi:0.116646. Ave ac:0.001837,0.002676
Initialization: 6.578000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.683000
Kernel 1: 0.024000
Kernel 2: 85.236000
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001773 1.000000 fi:0.115202. Ave ac:0.002283,0.003243
Initialization: 6.376000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.868000
Kernel 1: 0.024000
Kernel 2: 83.266998
Copyback: 0.017000
Sum: 0.035000
It 33,Best ac:0.002660 1.000000 fi:0.112959. Ave ac:0.003008,0.005877
Initialization: 24.191000
Memcpy Instances: 450.566010
Memcpy Classifiers: 0.064000
Kernel 1: 0.027000
Kernel 2: 469.552002
Copyback: 0.368000
Sum: 0.014000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 480.123993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 464.832001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.011000
Kernel 2: 456.480011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 487.165009
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.062000
Kernel 1: 0.016000
Kernel 2: 476.427002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 469.631989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 471.571014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 472.563995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 464.416992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 473.498993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 469.290009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 462.812988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.011000
Kernel 2: 235.876999
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001419 0.818414 fi:0.303646. Ave ac:0.001984,0.007127
Best acc 0.001419 0.818414
Initialization: 6.529000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.874000
Kernel 1: 0.026000
Kernel 2: 108.808998
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005035 accuracy2:0.264669
Initialization: 6.325000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.924000
Kernel 1: 0.023000
Kernel 2: 109.322998
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.000665 1.000000 fi:0.352021. Ave ac:0.006239,0.010778
Initialization: 6.413000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.867000
Kernel 1: 0.025000
Kernel 2: 108.302002
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001551 1.000000 fi:0.099773. Ave ac:0.005958,0.009135
Initialization: 6.379000
Memcpy Classifiers: 0.530000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 108.050003
Copyback: 0.016000
Sum: 0.031000
It 2,Best ac:0.000887 1.000000 fi:0.136029. Ave ac:0.005341,0.007622
Initialization: 6.316000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 106.740997
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001773 1.000000 fi:0.099693. Ave ac:0.006461,0.010266
Initialization: 6.350000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 103.615997
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.001995 1.000000 fi:0.099613. Ave ac:0.006261,0.011079
Initialization: 6.317000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.877000
Kernel 1: 0.022000
Kernel 2: 104.164001
Copyback: 0.017000
Sum: 0.040000
It 5,Best ac:0.001330 1.000000 fi:0.099853. Ave ac:0.005795,0.006965
Initialization: 6.367000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 101.637001
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.001330 1.000000 fi:0.099853. Ave ac:0.003742,0.005039
Initialization: 6.358000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 96.398003
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001552 1.000000 fi:0.099773. Ave ac:0.003746,0.005803
Initialization: 6.461000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 97.157997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001330 1.000000 fi:0.099853. Ave ac:0.003587,0.006249
Initialization: 6.320000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 98.282997
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001552 1.000000 fi:0.099773. Ave ac:0.003940,0.006455
Iteration 10:MDL fitness activated
Error 0.099773 TL 0.034191
MDL Theory Length Weight: 0.9726997760 (6)
Initialization: 6.357000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.851000
Kernel 1: 0.025000
Kernel 2: 101.086998
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001108 1.000000 fi:0.121816. Ave ac:0.003855,0.005619
Initialization: 6.313000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.886000
Kernel 1: 0.025000
Kernel 2: 97.976997
Copyback: 0.016000
Sum: 0.029000
It 11,Best ac:0.001108 1.000000 fi:0.132827. Ave ac:0.003617,0.006316
Initialization: 6.359000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.896000
Kernel 1: 0.024000
Kernel 2: 101.031998
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.002216 1.000000 fi:0.127481. Ave ac:0.004194,0.006392
Initialization: 6.377000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 98.681999
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.001552 1.000000 fi:0.129146. Ave ac:0.003827,0.005116
Initialization: 6.387000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 98.490997
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.001330 1.000000 fi:0.132244. Ave ac:0.002785,0.004565
Initialization: 6.344000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.848000
Kernel 1: 0.026000
Kernel 2: 97.014999
Copyback: 0.016000
Sum: 0.033000
It 15,Best ac:0.001108 1.000000 fi:0.127640. Ave ac:0.002824,0.004006
Initialization: 6.374000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 98.848999
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001773 1.000000 fi:0.117809. Ave ac:0.002312,0.003030
Initialization: 6.339000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.843000
Kernel 1: 0.025000
Kernel 2: 102.000999
Copyback: 0.016000
Sum: 0.031000
It 17,Best ac:0.001330 1.000000 fi:0.130084. Ave ac:0.002230,0.003311
Initialization: 6.424000
Memcpy Classifiers: 0.428000
Memcpy Instances: 8.846000
Kernel 1: 0.025000
Kernel 2: 98.792999
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001108 1.000000 fi:0.136635. Ave ac:0.002486,0.003707
Initialization: 6.365000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.853000
Kernel 1: 0.025000
Kernel 2: 98.489998
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001330 1.000000 fi:0.125516. Ave ac:0.002961,0.003733
Initialization: 6.317000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.857000
Kernel 1: 0.022000
Kernel 2: 100.706001
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001330 1.000000 fi:0.129130. Ave ac:0.002553,0.004635
Initialization: 6.322000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.865000
Kernel 1: 0.026000
Kernel 2: 99.668999
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001108 1.000000 fi:0.127106. Ave ac:0.002565,0.003629
Initialization: 6.265000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.878000
Kernel 1: 0.024000
Kernel 2: 104.176003
Copyback: 0.016000
Sum: 0.035000
It 22,Best ac:0.001108 1.000000 fi:0.129875. Ave ac:0.001816,0.002634
Initialization: 6.392000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.874000
Kernel 1: 0.023000
Kernel 2: 104.130997
Copyback: 0.016000
Sum: 0.032000
It 23,Best ac:0.001330 1.000000 fi:0.130084. Ave ac:0.002263,0.003055
Initialization: 6.314000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 106.005997
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.002660 1.000000 fi:0.124628. Ave ac:0.002506,0.002946
Initialization: 6.423000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.847000
Kernel 1: 0.025000
Kernel 2: 102.712997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001330 1.000000 fi:0.126226. Ave ac:0.002518,0.003245
MDL Theory Length Weight: 0.8754297984 (10)
Initialization: 6.335000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 101.014999
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001108 1.000000 fi:0.116238. Ave ac:0.002904,0.003437
Initialization: 6.367000
Memcpy Classifiers: 0.442000
Memcpy Instances: 8.881000
Kernel 1: 0.023000
Kernel 2: 104.405998
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.001108 1.000000 fi:0.126282. Ave ac:0.002598,0.003657
Initialization: 6.467000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.427000
Kernel 1: 0.031000
Kernel 2: 98.961998
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001108 1.000000 fi:0.124869. Ave ac:0.002572,0.003245
Initialization: 6.340000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.891000
Kernel 1: 0.023000
Kernel 2: 101.390999
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.002660 1.000000 fi:0.123152. Ave ac:0.002555,0.002877
Initialization: 6.395000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 101.802002
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001330 1.000000 fi:0.116085. Ave ac:0.002691,0.004944
Initialization: 6.341000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.845000
Kernel 1: 0.025000
Kernel 2: 103.273003
Copyback: 0.018000
Sum: 0.031000
It 31,Best ac:0.001330 1.000000 fi:0.125530. Ave ac:0.002306,0.002872
Initialization: 6.336000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 104.242996
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001773 1.000000 fi:0.122477. Ave ac:0.002668,0.002992
Initialization: 6.367000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 102.571999
Copyback: 0.016000
Sum: 0.030000
It 33,Best ac:0.002660 1.000000 fi:0.121946. Ave ac:0.002508,0.003118
Initialization: 22.132000
Memcpy Instances: 438.997986
Memcpy Classifiers: 0.069000
Kernel 1: 0.029000
Kernel 2: 559.721985
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 571.974976
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 532.390991
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 564.211975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 539.757996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 548.697021
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 552.892029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 567.916016
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 543.393005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 565.807983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 561.812988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 538.364014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 543.866028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.011000
Kernel 2: 270.553009
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001259 0.795518 fi:0.337392. Ave ac:0.003001,0.011683
Best acc 0.001259 0.795518
Rule:Att PSSM_-4_7 is [<2.719364]|Att PSSM_-3_12 is [<-0.286058]|Att PSSM_0_9 is [<-4.573293]|Att PSSM_1_1 is [-5.826487,3.039563]|Att PSSM_1_10 is [-4.119452,6.119452]|Att PSSM_1_19 is [-2.306035,4.638489]|Att PSSM_2_19 is [<7.527848]|Att PSSM_3_1 is [1.007441,6.992559]|Att PSSM_3_11 is [-3.951341,5.538955]|Att PSSM_4_12 is [-6.839218,-1.160782]|1
Accuracy : 0.729166
0	1	
162864	1216	
62332	8226	
Removed 391 instances. 225196 Instances left. Acc of rule 0.001419-0.818414
Initialization: 6.518000
Memcpy Classifiers: 0.517000
Memcpy Instances: 8.869000
Kernel 1: 0.025000
Kernel 2: 110.688004
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005969 accuracy2:0.272231
Initialization: 6.351000
Memcpy Classifiers: 0.534000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 111.737000
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.000888 1.000000 fi:0.131175. Ave ac:0.007147,0.013690
Initialization: 6.357000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 110.418999
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000888 1.000000 fi:0.131872. Ave ac:0.007456,0.012884
Initialization: 6.328000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 111.443001
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.001110 0.833333 fi:0.266598. Ave ac:0.006393,0.012321
Initialization: 6.351000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.846000
Kernel 1: 0.025000
Kernel 2: 110.108002
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.001555 1.000000 fi:0.099770. Ave ac:0.006194,0.009752
Initialization: 6.415000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.863000
Kernel 1: 0.023000
Kernel 2: 107.149002
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.001332 0.857143 fi:0.242708. Ave ac:0.005263,0.009167
Initialization: 6.388000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.845000
Kernel 1: 0.025000
Kernel 2: 108.570000
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001332 1.000000 fi:0.099851. Ave ac:0.004904,0.008817
Initialization: 6.466000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.881000
Kernel 1: 0.024000
Kernel 2: 106.406998
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001332 1.000000 fi:0.099851. Ave ac:0.004198,0.006691
Initialization: 6.301000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.861000
Kernel 1: 0.023000
Kernel 2: 103.291000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001998 1.000000 fi:0.099610. Ave ac:0.003772,0.008029
Initialization: 6.370000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 103.513000
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.001332 1.000000 fi:0.099851. Ave ac:0.003861,0.007417
Initialization: 6.409000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 101.972000
Copyback: 0.018000
Sum: 0.034000
It 9,Best ac:0.002220 1.000000 fi:0.099529. Ave ac:0.003167,0.004369
Iteration 10:MDL fitness activated
Error 0.099529 TL 0.043930
MDL Theory Length Weight: 0.7552159348 (1)
Initialization: 6.308000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.893000
Kernel 1: 0.023000
Kernel 2: 103.300003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001110 1.000000 fi:0.135407. Ave ac:0.002988,0.004563
Initialization: 6.369000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 100.863998
Copyback: 0.016000
Sum: 0.032000
It 11,Best ac:0.001110 1.000000 fi:0.127214. Ave ac:0.003656,0.008705
Initialization: 6.382000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 101.484001
Copyback: 0.016000
Sum: 0.035000
It 12,Best ac:0.001332 1.000000 fi:0.119896. Ave ac:0.003393,0.005782
Initialization: 6.294000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 103.022003
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001332 1.000000 fi:0.124966. Ave ac:0.002581,0.003269
Initialization: 6.412000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 105.352997
Copyback: 0.017000
Sum: 0.038000
It 14,Best ac:0.001332 1.000000 fi:0.129101. Ave ac:0.002186,0.002622
Initialization: 6.343000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.880000
Kernel 1: 0.023000
Kernel 2: 108.311996
Copyback: 0.017000
Sum: 0.039000
It 15,Best ac:0.002887 1.000000 fi:0.124203. Ave ac:0.002604,0.002806
Initialization: 6.430000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 104.612000
Copyback: 0.016000
Sum: 0.034000
It 16,Best ac:0.001332 1.000000 fi:0.126407. Ave ac:0.002211,0.002513
Initialization: 6.304000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.870000
Kernel 1: 0.021000
Kernel 2: 106.431999
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001332 1.000000 fi:0.127947. Ave ac:0.002228,0.003083
Initialization: 6.390000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 104.475998
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001554 1.000000 fi:0.127383. Ave ac:0.002429,0.003330
Initialization: 6.341000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 106.320999
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001110 1.000000 fi:0.128025. Ave ac:0.002421,0.002709
Initialization: 6.395000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.905000
Kernel 1: 0.023000
Kernel 2: 105.922997
Copyback: 0.018000
Sum: 0.033000
It 20,Best ac:0.001554 1.000000 fi:0.124729. Ave ac:0.002726,0.003002
Initialization: 6.310000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.865000
Kernel 1: 0.025000
Kernel 2: 102.870003
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.002220 1.000000 fi:0.124267. Ave ac:0.002419,0.003394
MDL Theory Length Weight: 0.6796943413 (10)
Initialization: 6.369000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.874000
Kernel 1: 0.025000
Kernel 2: 101.150002
Copyback: 0.017000
Sum: 0.038000
It 22,Best ac:0.001998 1.000000 fi:0.119418. Ave ac:0.002073,0.003071
Initialization: 6.195000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.868000
Kernel 1: 0.024000
Kernel 2: 102.400002
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.001554 1.000000 fi:0.119425. Ave ac:0.001866,0.002132
Initialization: 6.354000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.876000
Kernel 1: 0.023000
Kernel 2: 103.287003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001332 1.000000 fi:0.119212. Ave ac:0.002205,0.002333
Initialization: 6.421000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 101.578003
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001110 1.000000 fi:0.119201. Ave ac:0.001998,0.001970
Initialization: 6.336000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.873000
Kernel 1: 0.025000
Kernel 2: 102.917999
Copyback: 0.016000
Sum: 0.035000
It 26,Best ac:0.001110 1.000000 fi:0.117915. Ave ac:0.001978,0.002215
Initialization: 6.386000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.845000
Kernel 1: 0.025000
Kernel 2: 99.827003
Copyback: 0.017000
Sum: 0.037000
It 27,Best ac:0.003553 1.000000 fi:0.117815. Ave ac:0.002372,0.003240
Initialization: 6.290000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.887000
Kernel 1: 0.024000
Kernel 2: 99.047997
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.002886 1.000000 fi:0.118075. Ave ac:0.002117,0.002174
Initialization: 6.346000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.052000
Kernel 1: 0.023000
Kernel 2: 99.498001
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.001110 1.000000 fi:0.117586. Ave ac:0.002237,0.002546
Initialization: 6.381000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.848000
Kernel 1: 0.025000
Kernel 2: 101.922997
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.001110 1.000000 fi:0.118152. Ave ac:0.002051,0.002395
Initialization: 6.205000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 99.584999
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.001332 1.000000 fi:0.119145. Ave ac:0.002272,0.003046
Initialization: 6.499000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 99.681999
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001999 1.000000 fi:0.117835. Ave ac:0.002475,0.002573
Initialization: 6.308000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 101.014000
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001110 1.000000 fi:0.123035. Ave ac:0.001543,0.002204
Initialization: 22.844999
Memcpy Instances: 438.200989
Memcpy Classifiers: 0.076000
Kernel 1: 0.028000
Kernel 2: 557.812988
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 560.711975
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 545.698975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.011000
Kernel 2: 551.005981
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 548.377991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 551.625977
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 553.872009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 550.442993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 539.844971
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 539.401978
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 550.041992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 557.650024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.011000
Kernel 2: 539.359009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 173.270004
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.002016 0.782759 fi:0.335065. Ave ac:0.003036,0.011090
Best acc 0.002016 0.782759
Initialization: 6.549000
Memcpy Classifiers: 0.535000
Memcpy Instances: 8.870000
Kernel 1: 0.025000
Kernel 2: 107.976997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.006361 accuracy2:0.259885
Initialization: 6.361000
Memcpy Classifiers: 0.480000
Memcpy Instances: 8.849000
Kernel 1: 0.025000
Kernel 2: 108.547997
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.000888 1.000000 fi:0.131872. Ave ac:0.008578,0.014635
Initialization: 6.383000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.858000
Kernel 1: 0.025000
Kernel 2: 109.841003
Copyback: 0.019000
Sum: 0.033000
It 1,Best ac:0.000888 1.000000 fi:0.131872. Ave ac:0.008480,0.015913
Initialization: 6.324000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 108.103996
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000888 0.800000 fi:0.331175. Ave ac:0.006714,0.011542
Initialization: 6.314000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 106.945999
Copyback: 0.016000
Sum: 0.031000
It 3,Best ac:0.001110 1.000000 fi:0.099931. Ave ac:0.006476,0.009742
Initialization: 6.336000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.859000
Kernel 1: 0.025000
Kernel 2: 106.542000
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.002442 1.000000 fi:0.099449. Ave ac:0.005567,0.008037
Initialization: 6.348000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 108.232002
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001554 1.000000 fi:0.099770. Ave ac:0.004944,0.008016
Initialization: 6.339000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.881000
Kernel 1: 0.025000
Kernel 2: 105.924004
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.002664 1.000000 fi:0.099368. Ave ac:0.004223,0.006783
Initialization: 6.382000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 105.678001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001999 1.000000 fi:0.099609. Ave ac:0.003919,0.006541
Initialization: 6.368000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.901000
Kernel 1: 0.025000
Kernel 2: 104.776001
Copyback: 0.017000
Sum: 0.042000
It 8,Best ac:0.002665 1.000000 fi:0.099367. Ave ac:0.004534,0.009347
Initialization: 6.326000
Memcpy Classifiers: 0.490000
Memcpy Instances: 8.900000
Kernel 1: 0.022000
Kernel 2: 104.970001
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.002886 1.000000 fi:0.099288. Ave ac:0.003627,0.005676
Iteration 10:MDL fitness activated
Error 0.099288 TL 0.030700
MDL Theory Length Weight: 1.0780416325 (1)
Initialization: 6.379000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.907000
Kernel 1: 0.023000
Kernel 2: 104.430000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001110 1.000000 fi:0.136278. Ave ac:0.003596,0.005696
Initialization: 6.412000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.865000
Kernel 1: 0.025000
Kernel 2: 100.721001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001110 1.000000 fi:0.129031. Ave ac:0.003159,0.005009
Initialization: 6.512000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.853000
Kernel 1: 0.025000
Kernel 2: 105.041000
Copyback: 0.020000
Sum: 0.043000
It 12,Best ac:0.002220 1.000000 fi:0.126803. Ave ac:0.004802,0.008437
Initialization: 6.258000
Memcpy Classifiers: 0.523000
Memcpy Instances: 12.195000
Kernel 1: 0.023000
Kernel 2: 100.064003
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001110 1.000000 fi:0.141810. Ave ac:0.003556,0.005407
Initialization: 6.329000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 100.763000
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001554 1.000000 fi:0.138041. Ave ac:0.003559,0.007144
Initialization: 6.234000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 101.248001
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001110 1.000000 fi:0.131279. Ave ac:0.003761,0.007512
Initialization: 6.296000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 103.825996
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.001555 1.000000 fi:0.133852. Ave ac:0.003118,0.004761
Initialization: 6.314000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 105.429001
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.002442 1.000000 fi:0.122948. Ave ac:0.003683,0.005942
Initialization: 6.318000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 99.137001
Copyback: 0.016000
Sum: 0.034000
It 18,Best ac:0.001110 1.000000 fi:0.127205. Ave ac:0.002615,0.004536
Initialization: 6.290000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 100.841003
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.001554 1.000000 fi:0.128594. Ave ac:0.003367,0.005746
Initialization: 6.267000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.891000
Kernel 1: 0.024000
Kernel 2: 100.903999
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001110 1.000000 fi:0.121905. Ave ac:0.003113,0.004450
Initialization: 6.336000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 97.484001
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001776 1.000000 fi:0.125838. Ave ac:0.002543,0.004150
Initialization: 6.260000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.845000
Kernel 1: 0.025000
Kernel 2: 98.739998
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001554 1.000000 fi:0.125884. Ave ac:0.002966,0.004161
Initialization: 6.366000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 99.320000
Copyback: 0.018000
Sum: 0.031000
It 23,Best ac:0.001998 1.000000 fi:0.124134. Ave ac:0.002466,0.004007
Initialization: 6.338000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.878000
Kernel 1: 0.024000
Kernel 2: 99.364998
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.001110 1.000000 fi:0.119730. Ave ac:0.002429,0.003933
Initialization: 6.334000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.868000
Kernel 1: 0.025000
Kernel 2: 98.564003
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001555 1.000000 fi:0.123524. Ave ac:0.002852,0.007529
Initialization: 6.344000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.863000
Kernel 1: 0.025000
Kernel 2: 99.973999
Copyback: 0.016000
Sum: 0.032000
It 26,Best ac:0.001777 1.000000 fi:0.125030. Ave ac:0.002802,0.003289
Initialization: 6.363000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 98.736000
Copyback: 0.017000
Sum: 0.039000
It 27,Best ac:0.001999 1.000000 fi:0.123863. Ave ac:0.002475,0.003080
Initialization: 6.379000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.856000
Kernel 1: 0.023000
Kernel 2: 97.706001
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.002221 1.000000 fi:0.120308. Ave ac:0.002405,0.003431
Initialization: 6.334000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.867000
Kernel 1: 0.023000
Kernel 2: 92.361000
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.001110 1.000000 fi:0.126000. Ave ac:0.002409,0.004138
Initialization: 6.325000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.860000
Kernel 1: 0.025000
Kernel 2: 93.112999
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.002220 1.000000 fi:0.125604. Ave ac:0.002925,0.004707
Initialization: 6.431000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.847000
Kernel 1: 0.025000
Kernel 2: 92.752998
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.001110 1.000000 fi:0.121090. Ave ac:0.002971,0.004536
Initialization: 6.289000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.808000
Kernel 1: 0.027000
Kernel 2: 93.619003
Copyback: 0.018000
Sum: 0.043000
It 32,Best ac:0.001999 1.000000 fi:0.118544. Ave ac:0.002853,0.003272
Initialization: 6.784000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 91.680000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001110 1.000000 fi:0.116142. Ave ac:0.002272,0.003538
Initialization: 25.323000
Memcpy Instances: 487.984985
Memcpy Classifiers: 0.075000
Kernel 1: 0.028000
Kernel 2: 504.302002
Copyback: 0.017000
Sum: 0.012000
Memcpy Classifiers: 0.075000
Kernel 1: 0.017000
Kernel 2: 482.128998
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 497.729004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 497.876007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.109000
Kernel 1: 0.021000
Kernel 2: 534.461975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 474.946991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 519.512024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.011000
Kernel 2: 513.671021
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 481.933990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 526.791992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 506.888000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 494.019989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 508.308990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 164.897995
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001234 0.817647 fi:0.309513. Ave ac:0.002486,0.008795
Best acc 0.001234 0.817647
Rule:Att PSSM_-4_8 is [>-1.549659]|Att PSSM_-1_10 is [-2.157331,6.865506]|Att PSSM_0_7 is [<-3.241064]|Att PSSM_1_20 is [>2.914324]|Att PSSM_2_2 is [<1.029612]|Att PSSM_2_5 is [-3.180228,7.180228]|Att PSSM_2_6 is [-5.495827,1.495827]|Att PSSM_3_3 is [<2.064648]|Att PSSM_4_2 is [-6.360742,2.360742]|1
Accuracy : 0.730086
0	1	
162802	1278	
62054	8504	
Removed 340 instances. 224856 Instances left. Acc of rule 0.001234-0.817647
Initialization: 6.570000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.842000
Kernel 1: 0.026000
Kernel 2: 110.815002
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006451 accuracy2:0.274225
Initialization: 6.429000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.848000
Kernel 1: 0.025000
Kernel 2: 109.558998
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.000889 1.000000 fi:0.127674. Ave ac:0.007760,0.016211
Initialization: 6.306000
Memcpy Classifiers: 0.495000
Memcpy Instances: 8.860000
Kernel 1: 0.023000
Kernel 2: 110.144997
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001334 0.857143 fi:0.242706. Ave ac:0.006797,0.013274
Initialization: 6.451000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.843000
Kernel 1: 0.025000
Kernel 2: 108.204002
Copyback: 0.016000
Sum: 0.035000
It 2,Best ac:0.000889 1.000000 fi:0.127674. Ave ac:0.005964,0.009183
Initialization: 7.942000
Memcpy Classifiers: 0.724000
Memcpy Instances: 8.898000
Kernel 1: 0.023000
Kernel 2: 107.553001
Copyback: 0.017000
Sum: 0.037000
It 3,Best ac:0.002001 1.000000 fi:0.099606. Ave ac:0.005190,0.008281
Initialization: 6.473000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.576000
Kernel 1: 0.032000
Kernel 2: 103.526001
Copyback: 0.018000
Sum: 0.048000
It 4,Best ac:0.001334 1.000000 fi:0.099849. Ave ac:0.005450,0.008696
Initialization: 8.050000
Memcpy Classifiers: 0.551000
Memcpy Instances: 8.920000
Kernel 1: 0.024000
Kernel 2: 102.220001
Copyback: 0.018000
Sum: 0.039000
It 5,Best ac:0.001779 1.000000 fi:0.099687. Ave ac:0.005315,0.008125
Initialization: 6.734000
Memcpy Classifiers: 0.732000
Memcpy Instances: 12.560000
Kernel 1: 0.026000
Kernel 2: 95.681000
Copyback: 0.018000
Sum: 0.046000
It 6,Best ac:0.001112 1.000000 fi:0.099930. Ave ac:0.004690,0.006954
Initialization: 8.910000
Memcpy Classifiers: 0.504000
Memcpy Instances: 11.847000
Kernel 1: 0.024000
Kernel 2: 97.428001
Copyback: 0.018000
Sum: 0.042000
It 7,Best ac:0.001557 1.000000 fi:0.099768. Ave ac:0.005316,0.008432
Initialization: 6.318000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.840000
Kernel 1: 0.025000
Kernel 2: 97.973000
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.002446 1.000000 fi:0.099444. Ave ac:0.005208,0.007852
Initialization: 6.288000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 93.316002
Copyback: 0.017000
Sum: 0.038000
It 9,Best ac:0.003780 1.000000 fi:0.098959. Ave ac:0.005106,0.008165
Iteration 10:MDL fitness activated
Error 0.098959 TL 0.044684
MDL Theory Length Weight: 0.7382180248 (1)
Initialization: 6.415000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.120000
Kernel 1: 0.024000
Kernel 2: 91.377998
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001334 1.000000 fi:0.124092. Ave ac:0.004742,0.006850
Initialization: 6.307000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 89.815002
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001112 1.000000 fi:0.123815. Ave ac:0.004465,0.007175
Initialization: 6.304000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.684000
Kernel 1: 0.027000
Kernel 2: 88.380997
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.001112 1.000000 fi:0.122191. Ave ac:0.003925,0.006214
Initialization: 7.752000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.958000
Kernel 1: 0.024000
Kernel 2: 87.371002
Copyback: 0.018000
Sum: 0.042000
It 13,Best ac:0.001557 1.000000 fi:0.121346. Ave ac:0.004205,0.007122
Initialization: 7.286000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 85.531998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.002001 1.000000 fi:0.123220. Ave ac:0.003342,0.005320
Initialization: 6.365000
Memcpy Classifiers: 0.431000
Memcpy Instances: 10.955000
Kernel 1: 0.024000
Kernel 2: 86.614998
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001112 1.000000 fi:0.126377. Ave ac:0.003492,0.005731
Initialization: 9.203000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.414000
Kernel 1: 0.032000
Kernel 2: 89.570000
Copyback: 0.019000
Sum: 0.042000
It 16,Best ac:0.001334 1.000000 fi:0.123388. Ave ac:0.004288,0.006139
Initialization: 7.456000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 86.974998
Copyback: 0.020000
Sum: 0.030000
It 17,Best ac:0.002001 1.000000 fi:0.120434. Ave ac:0.003669,0.004958
Initialization: 6.444000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 84.279999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.003780 1.000000 fi:0.122182. Ave ac:0.003630,0.005801
Initialization: 8.167000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.849000
Kernel 1: 0.025000
Kernel 2: 86.077003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001112 1.000000 fi:0.120085. Ave ac:0.004292,0.006261
Initialization: 6.314000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.919000
Kernel 1: 0.024000
Kernel 2: 84.083000
Copyback: 0.016000
Sum: 0.027000
It 20,Best ac:0.001557 1.000000 fi:0.120266. Ave ac:0.003637,0.006562
Initialization: 6.655000
Memcpy Classifiers: 0.680000
Memcpy Instances: 12.312000
Kernel 1: 0.024000
Kernel 2: 82.920998
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001334 1.000000 fi:0.119432. Ave ac:0.003192,0.006651
Initialization: 6.434000
Memcpy Classifiers: 0.362000
Memcpy Instances: 12.762000
Kernel 1: 0.032000
Kernel 2: 83.171997
Copyback: 0.021000
Sum: 0.038000
It 22,Best ac:0.001334 1.000000 fi:0.119765. Ave ac:0.003920,0.007243
Initialization: 7.694000
Memcpy Classifiers: 0.543000
Memcpy Instances: 11.327000
Kernel 1: 0.023000
Kernel 2: 86.668999
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001779 1.000000 fi:0.119369. Ave ac:0.003986,0.006222
Initialization: 6.399000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.955000
Kernel 1: 0.024000
Kernel 2: 87.410004
Copyback: 0.018000
Sum: 0.029000
It 24,Best ac:0.001112 1.000000 fi:0.114280. Ave ac:0.003281,0.005150
Initialization: 6.303000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 88.732002
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.002668 1.000000 fi:0.120885. Ave ac:0.004137,0.006180
Initialization: 7.967000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 92.443001
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.002001 1.000000 fi:0.119498. Ave ac:0.004616,0.006612
Initialization: 6.788000
Memcpy Classifiers: 0.381000
Memcpy Instances: 14.434000
Kernel 1: 0.026000
Kernel 2: 90.873001
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.001334 1.000000 fi:0.120004. Ave ac:0.004281,0.006336
Initialization: 6.315000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 86.287003
Copyback: 0.016000
Sum: 0.025000
It 28,Best ac:0.002446 1.000000 fi:0.118708. Ave ac:0.003550,0.005913
Initialization: 6.307000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.863000
Kernel 1: 0.023000
Kernel 2: 87.615997
Copyback: 0.018000
Sum: 0.037000
It 29,Best ac:0.001112 1.000000 fi:0.119612. Ave ac:0.003732,0.004833
Initialization: 6.285000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.890000
Kernel 1: 0.024000
Kernel 2: 85.501999
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001779 1.000000 fi:0.119272. Ave ac:0.003764,0.006631
Initialization: 7.448000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.892000
Kernel 1: 0.023000
Kernel 2: 84.066002
Copyback: 0.018000
Sum: 0.039000
It 31,Best ac:0.001557 1.000000 fi:0.118465. Ave ac:0.003501,0.005210
Initialization: 6.350000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.844000
Kernel 1: 0.025000
Kernel 2: 84.540001
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.002891 1.000000 fi:0.113906. Ave ac:0.002889,0.003627
Initialization: 6.329000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 84.355003
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001334 1.000000 fi:0.116200. Ave ac:0.003434,0.004433
Initialization: 22.743999
Memcpy Instances: 439.763000
Memcpy Classifiers: 0.068000
Kernel 1: 0.027000
Kernel 2: 482.635010
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 482.376007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 479.802002
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 465.644989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 480.281006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 481.502991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 482.334015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 467.290985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 477.949005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 481.559998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.020000
Kernel 2: 470.638000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 464.768005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 478.497986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.011000
Kernel 2: 161.153000
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001441 0.782609 fi:0.338722. Ave ac:0.002744,0.009802
Best acc 0.001441 0.782609
Initialization: 6.325000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.866000
Kernel 1: 0.026000
Kernel 2: 110.948997
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006328 accuracy2:0.267251
Initialization: 6.341000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.933000
Kernel 1: 0.022000
Kernel 2: 109.484001
Copyback: 0.017000
Sum: 0.061000
It 0,Best ac:0.005337 0.750000 fi:0.348665. Ave ac:0.006664,0.012240
Initialization: 6.367000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 110.351997
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000889 1.000000 fi:0.127674. Ave ac:0.008437,0.017592
Initialization: 6.326000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 107.709999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000889 1.000000 fi:0.127674. Ave ac:0.007403,0.014387
Initialization: 6.276000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.878000
Kernel 1: 0.023000
Kernel 2: 106.217003
Copyback: 0.019000
Sum: 0.039000
It 3,Best ac:0.000889 1.000000 fi:0.127674. Ave ac:0.006792,0.012195
Initialization: 6.338000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 104.754997
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.002891 1.000000 fi:0.099283. Ave ac:0.007597,0.014477
Initialization: 6.361000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.861000
Kernel 1: 0.025000
Kernel 2: 106.456001
Copyback: 0.371000
Sum: 0.033000
It 5,Best ac:0.002224 0.909091 fi:0.190434. Ave ac:0.007724,0.013298
Initialization: 6.330000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 105.533997
Copyback: 0.017000
Sum: 0.038000
It 6,Best ac:0.000889 1.000000 fi:0.127674. Ave ac:0.007899,0.013218
Initialization: 6.391000
Memcpy Classifiers: 0.551000
Memcpy Instances: 9.038000
Kernel 1: 0.023000
Kernel 2: 102.186996
Copyback: 0.016000
Sum: 0.034000
It 7,Best ac:0.002001 1.000000 fi:0.099606. Ave ac:0.007026,0.012492
Initialization: 6.351000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.860000
Kernel 1: 0.025000
Kernel 2: 101.124001
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001557 1.000000 fi:0.099768. Ave ac:0.005557,0.009844
Initialization: 6.332000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 101.308998
Copyback: 0.016000
Sum: 0.031000
It 9,Best ac:0.001557 1.000000 fi:0.099768. Ave ac:0.006608,0.013331
Iteration 10:MDL fitness activated
Error 0.099768 TL 0.036553
MDL Theory Length Weight: 0.9098000847 (6)
Initialization: 6.332000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.856000
Kernel 1: 0.025000
Kernel 2: 106.005997
Copyback: 0.016000
Sum: 0.033000
It 10,Best ac:0.001334 1.000000 fi:0.127611. Ave ac:0.005863,0.011941
Initialization: 6.310000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.879000
Kernel 1: 0.027000
Kernel 2: 105.776001
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.001112 1.000000 fi:0.126158. Ave ac:0.004900,0.009234
Initialization: 6.362000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 102.523003
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001112 1.000000 fi:0.123386. Ave ac:0.005036,0.008056
Initialization: 6.530000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 101.496002
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.002001 1.000000 fi:0.121889. Ave ac:0.003790,0.006463
Initialization: 6.309000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.874000
Kernel 1: 0.023000
Kernel 2: 103.332001
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001557 1.000000 fi:0.123172. Ave ac:0.003372,0.005402
Initialization: 6.371000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 104.329002
Copyback: 0.016000
Sum: 0.033000
It 15,Best ac:0.005337 1.000000 fi:0.117061. Ave ac:0.003599,0.005462
Initialization: 6.312000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 101.624001
Copyback: 0.016000
Sum: 0.034000
It 16,Best ac:0.002224 1.000000 fi:0.122251. Ave ac:0.003799,0.009938
Initialization: 6.351000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.851000
Kernel 1: 0.025000
Kernel 2: 101.486000
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.001112 1.000000 fi:0.120427. Ave ac:0.003358,0.006440
Initialization: 6.358000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 100.121002
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001112 1.000000 fi:0.116353. Ave ac:0.004145,0.007134
Initialization: 6.426000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 101.513000
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.002446 1.000000 fi:0.119106. Ave ac:0.003142,0.004774
Initialization: 6.288000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 102.167000
Copyback: 0.018000
Sum: 0.044000
It 20,Best ac:0.001112 1.000000 fi:0.119585. Ave ac:0.003034,0.004294
Initialization: 6.955000
Memcpy Classifiers: 0.594000
Memcpy Instances: 11.142000
Kernel 1: 0.024000
Kernel 2: 100.846001
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.002224 1.000000 fi:0.116653. Ave ac:0.003152,0.004283
Initialization: 7.620000
Memcpy Classifiers: 0.566000
Memcpy Instances: 11.025000
Kernel 1: 0.033000
Kernel 2: 97.142998
Copyback: 0.017000
Sum: 0.043000
It 22,Best ac:0.001112 1.000000 fi:0.118929. Ave ac:0.003283,0.008530
Initialization: 6.416000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 97.821999
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.001112 1.000000 fi:0.116867. Ave ac:0.003487,0.008569
Initialization: 6.389000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 94.290001
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.001334 1.000000 fi:0.120556. Ave ac:0.003743,0.006955
Initialization: 6.452000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.844000
Kernel 1: 0.025000
Kernel 2: 93.919998
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001334 1.000000 fi:0.117600. Ave ac:0.003553,0.009329
Initialization: 6.374000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.849000
Kernel 1: 0.026000
Kernel 2: 94.560997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001112 1.000000 fi:0.115260. Ave ac:0.004335,0.012852
Initialization: 6.398000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 95.154999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001112 1.000000 fi:0.114590. Ave ac:0.003272,0.008302
Initialization: 6.378000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.859000
Kernel 1: 0.023000
Kernel 2: 94.413002
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.001557 1.000000 fi:0.118249. Ave ac:0.002918,0.006989
Initialization: 6.360000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.861000
Kernel 1: 0.025000
Kernel 2: 94.153999
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001112 1.000000 fi:0.120665. Ave ac:0.003072,0.006539
Initialization: 6.391000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.858000
Kernel 1: 0.023000
Kernel 2: 96.098999
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001112 1.000000 fi:0.116353. Ave ac:0.003216,0.006162
Initialization: 6.421000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 92.841003
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001112 1.000000 fi:0.117213. Ave ac:0.003667,0.009230
Initialization: 6.318000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 89.917000
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.002446 1.000000 fi:0.108763. Ave ac:0.003325,0.005213
Initialization: 6.334000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.861000
Kernel 1: 0.023000
Kernel 2: 92.242996
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001112 1.000000 fi:0.119585. Ave ac:0.004472,0.008558
Initialization: 22.677000
Memcpy Instances: 467.613007
Memcpy Classifiers: 0.064000
Kernel 1: 0.028000
Kernel 2: 509.781006
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 502.880005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 518.599976
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 514.994995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.011000
Kernel 2: 504.497009
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 505.380005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.011000
Kernel 2: 515.033020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 509.511993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 488.998993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 500.145996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 503.233002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 496.438995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.011000
Kernel 2: 479.862000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.044000
Kernel 1: 0.013000
Kernel 2: 164.800995
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001014 0.794425 fi:0.326247. Ave ac:0.004256,0.017406
Best acc 0.001014 0.794425
Rule:Att PSSM_-3_17 is [<2.181500]|Att PSSM_-2_4 is [<0.985563]|Att PSSM_-2_11 is [-5.959789,3.465927]|Att PSSM_-1_12 is [-6.185644,-2.517105]|Att PSSM_0_2 is [-5.803661,-4.929645]|Att PSSM_0_4 is [-6.867994,3.465175]|Att PSSM_1_12 is [<-4.970679]|1
Accuracy : 0.730807
0	1	
162743	1337	
61826	8732	
Removed 287 instances. 224569 Instances left. Acc of rule 0.001014-0.794425
Initialization: 6.337000
Memcpy Classifiers: 0.584000
Memcpy Instances: 8.850000
Kernel 1: 0.027000
Kernel 2: 109.855003
Copyback: 0.018000
Sum: 0.055000
Initial population average accuracy1:0.006749 accuracy2:0.260511
Initialization: 6.335000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.012000
Kernel 1: 0.032000
Kernel 2: 111.401001
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.000890 1.000000 fi:0.124854. Ave ac:0.008236,0.016541
Initialization: 6.150000
Memcpy Classifiers: 0.470000
Memcpy Instances: 12.048000
Kernel 1: 0.033000
Kernel 2: 108.452003
Copyback: 0.026000
Sum: 0.034000
It 1,Best ac:0.001558 1.000000 fi:0.099766. Ave ac:0.006895,0.011114
Initialization: 6.294000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.671000
Kernel 1: 0.023000
Kernel 2: 108.730003
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001558 1.000000 fi:0.099766. Ave ac:0.006135,0.009462
Initialization: 6.397000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 107.009003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.001113 1.000000 fi:0.099928. Ave ac:0.003439,0.005471
Initialization: 6.803000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.841000
Kernel 1: 0.025000
Kernel 2: 107.575996
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001336 1.000000 fi:0.099847. Ave ac:0.003149,0.005930
Initialization: 6.332000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.294000
Kernel 1: 0.024000
Kernel 2: 103.375000
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001113 1.000000 fi:0.099928. Ave ac:0.002775,0.005643
Initialization: 8.681000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.847000
Kernel 1: 0.025000
Kernel 2: 103.150002
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001559 1.000000 fi:0.099765. Ave ac:0.002485,0.005069
Initialization: 6.405000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.400000
Kernel 1: 0.023000
Kernel 2: 103.651001
Copyback: 0.370000
Sum: 0.037000
It 7,Best ac:0.001781 1.000000 fi:0.099685. Ave ac:0.002267,0.003294
Initialization: 6.383000
Memcpy Classifiers: 0.480000
Memcpy Instances: 12.291000
Kernel 1: 0.027000
Kernel 2: 105.123001
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.002227 1.000000 fi:0.099522. Ave ac:0.002109,0.002702
Initialization: 6.319000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.841000
Kernel 1: 0.025000
Kernel 2: 107.092003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001336 1.000000 fi:0.099847. Ave ac:0.002215,0.002959
Iteration 10:MDL fitness activated
Error 0.099847 TL 0.054655
MDL Theory Length Weight: 0.6089573979 (2)
Initialization: 8.581000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 107.932999
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001336 1.000000 fi:0.121532. Ave ac:0.002087,0.002386
Initialization: 7.498000
Memcpy Classifiers: 0.613000
Memcpy Instances: 11.607000
Kernel 1: 0.032000
Kernel 2: 108.134003
Copyback: 0.018000
Sum: 0.036000
It 11,Best ac:0.001336 1.000000 fi:0.120548. Ave ac:0.001643,0.001933
Initialization: 8.037000
Memcpy Classifiers: 0.614000
Memcpy Instances: 9.901000
Kernel 1: 0.024000
Kernel 2: 109.367996
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.001336 1.000000 fi:0.118346. Ave ac:0.001933,0.002368
Initialization: 6.432000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 110.235001
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.001113 1.000000 fi:0.123542. Ave ac:0.001864,0.002589
Initialization: 6.341000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 110.677002
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.001336 1.000000 fi:0.116870. Ave ac:0.002050,0.002561
Initialization: 7.594000
Memcpy Classifiers: 0.610000
Memcpy Instances: 10.559000
Kernel 1: 0.024000
Kernel 2: 108.611000
Copyback: 0.018000
Sum: 0.033000
It 15,Best ac:0.001559 1.000000 fi:0.119114. Ave ac:0.002028,0.002912
Initialization: 6.838000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.653000
Kernel 1: 0.023000
Kernel 2: 108.035004
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.001113 1.000000 fi:0.119507. Ave ac:0.001714,0.002192
Initialization: 7.387000
Memcpy Classifiers: 0.808000
Memcpy Instances: 13.335000
Kernel 1: 0.025000
Kernel 2: 107.530998
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001113 1.000000 fi:0.116371. Ave ac:0.002442,0.003552
Initialization: 6.509000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.901000
Kernel 1: 0.023000
Kernel 2: 106.375000
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001558 1.000000 fi:0.114008. Ave ac:0.002569,0.003440
Initialization: 6.392000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.640000
Kernel 1: 0.033000
Kernel 2: 106.814003
Copyback: 0.017000
Sum: 0.038000
It 19,Best ac:0.001559 1.000000 fi:0.120263. Ave ac:0.002672,0.003367
Initialization: 6.341000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.936000
Kernel 1: 0.022000
Kernel 2: 107.237999
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001559 1.000000 fi:0.116749. Ave ac:0.002514,0.002756
Initialization: 7.422000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.941000
Kernel 1: 0.023000
Kernel 2: 109.843002
Copyback: 0.018000
Sum: 0.040000
It 21,Best ac:0.001113 1.000000 fi:0.120425. Ave ac:0.002714,0.003160
Initialization: 7.980000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.712000
Kernel 1: 0.023000
Kernel 2: 107.927002
Copyback: 0.018000
Sum: 0.043000
It 22,Best ac:0.001558 1.000000 fi:0.117102. Ave ac:0.002063,0.002630
Initialization: 8.479000
Memcpy Classifiers: 0.711000
Memcpy Instances: 9.389000
Kernel 1: 0.024000
Kernel 2: 104.917000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001114 1.000000 fi:0.120573. Ave ac:0.002735,0.003084
Initialization: 8.348000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.032000
Kernel 1: 0.027000
Kernel 2: 105.889000
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.001336 1.000000 fi:0.121114. Ave ac:0.001564,0.001460
Initialization: 6.357000
Memcpy Classifiers: 0.463000
Memcpy Instances: 10.029000
Kernel 1: 0.024000
Kernel 2: 104.263000
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001558 1.000000 fi:0.119793. Ave ac:0.001664,0.001990
Initialization: 6.359000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.670000
Kernel 1: 0.023000
Kernel 2: 105.425003
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001781 1.000000 fi:0.118310. Ave ac:0.002047,0.002403
Initialization: 7.249000
Memcpy Classifiers: 0.433000
Memcpy Instances: 12.205000
Kernel 1: 0.025000
Kernel 2: 106.573997
Copyback: 0.018000
Sum: 0.045000
It 27,Best ac:0.002004 1.000000 fi:0.121189. Ave ac:0.001925,0.002428
MDL Theory Length Weight: 0.5480616581 (10)
Initialization: 6.398000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.544000
Kernel 1: 0.022000
Kernel 2: 102.586998
Copyback: 0.016000
Sum: 0.033000
It 28,Best ac:0.001336 1.000000 fi:0.117925. Ave ac:0.002910,0.003345
Initialization: 7.311000
Memcpy Classifiers: 0.806000
Memcpy Instances: 12.931000
Kernel 1: 0.026000
Kernel 2: 103.278999
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001336 1.000000 fi:0.117261. Ave ac:0.002425,0.002786
Initialization: 6.384000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.830000
Kernel 1: 0.033000
Kernel 2: 103.458000
Copyback: 0.016000
Sum: 0.034000
It 30,Best ac:0.003340 1.000000 fi:0.116343. Ave ac:0.002112,0.002261
Initialization: 7.080000
Memcpy Classifiers: 0.806000
Memcpy Instances: 13.216000
Kernel 1: 0.026000
Kernel 2: 101.278000
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.003339 1.000000 fi:0.116258. Ave ac:0.002072,0.002255
Initialization: 6.259000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.910000
Kernel 1: 0.023000
Kernel 2: 100.806000
Copyback: 0.017000
Sum: 0.038000
It 32,Best ac:0.002449 1.000000 fi:0.114182. Ave ac:0.001618,0.001750
Initialization: 6.373000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.841000
Kernel 1: 0.025000
Kernel 2: 101.035004
Copyback: 0.019000
Sum: 0.048000
It 33,Best ac:0.001336 1.000000 fi:0.116988. Ave ac:0.002333,0.002770
Initialization: 25.694000
Memcpy Instances: 528.763977
Memcpy Classifiers: 0.073000
Kernel 1: 0.026000
Kernel 2: 549.690002
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.069000
Kernel 1: 0.023000
Kernel 2: 537.114990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.104000
Kernel 1: 0.021000
Kernel 2: 549.343994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 565.375977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.021000
Kernel 2: 549.622986
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 544.268005
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.103000
Kernel 1: 0.023000
Kernel 2: 560.801025
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 535.333984
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.023000
Kernel 2: 545.301025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 559.747986
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.097000
Kernel 1: 0.022000
Kernel 2: 543.765015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 549.158020
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 555.081970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.021000
Kernel 2: 176.740005
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001269 0.776567 fi:0.342731. Ave ac:0.002147,0.008161
Best acc 0.001269 0.776567
Initialization: 7.967000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.087000
Kernel 1: 0.033000
Kernel 2: 108.652000
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.005528 accuracy2:0.256174
Initialization: 7.544000
Memcpy Classifiers: 0.690000
Memcpy Instances: 12.536000
Kernel 1: 0.026000
Kernel 2: 106.803001
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.001113 0.833333 fi:0.266595. Ave ac:0.007184,0.011919
Initialization: 7.928000
Memcpy Classifiers: 0.808000
Memcpy Instances: 10.228000
Kernel 1: 0.032000
Kernel 2: 103.431999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001336 1.000000 fi:0.099847. Ave ac:0.005817,0.010014
Initialization: 6.366000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.344000
Kernel 1: 0.032000
Kernel 2: 103.822998
Copyback: 0.018000
Sum: 0.040000
It 2,Best ac:0.000890 1.000000 fi:0.124854. Ave ac:0.005794,0.009698
Initialization: 6.374000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.146000
Kernel 1: 0.024000
Kernel 2: 103.852997
Copyback: 0.372000
Sum: 0.031000
It 3,Best ac:0.001336 1.000000 fi:0.099847. Ave ac:0.005475,0.009706
Initialization: 8.571000
Memcpy Classifiers: 0.599000
Memcpy Instances: 10.338000
Kernel 1: 0.026000
Kernel 2: 103.883003
Copyback: 0.020000
Sum: 0.039000
It 4,Best ac:0.002004 1.000000 fi:0.099603. Ave ac:0.004462,0.006125
Initialization: 8.566000
Memcpy Classifiers: 0.860000
Memcpy Instances: 11.363000
Kernel 1: 0.023000
Kernel 2: 102.557999
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.002004 1.000000 fi:0.099604. Ave ac:0.003756,0.006291
Initialization: 6.806000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.596000
Kernel 1: 0.023000
Kernel 2: 103.690002
Copyback: 0.018000
Sum: 0.049000
It 6,Best ac:0.001113 1.000000 fi:0.099928. Ave ac:0.003783,0.006413
Initialization: 6.805000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.932000
Kernel 1: 0.023000
Kernel 2: 100.927002
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.002227 1.000000 fi:0.099523. Ave ac:0.003932,0.006106
Initialization: 6.421000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.586000
Kernel 1: 0.023000
Kernel 2: 103.141998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.002227 1.000000 fi:0.099522. Ave ac:0.004358,0.007135
Initialization: 6.318000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.956000
Kernel 1: 0.023000
Kernel 2: 97.533997
Copyback: 0.017000
Sum: 0.039000
It 9,Best ac:0.002004 1.000000 fi:0.099604. Ave ac:0.004041,0.007461
Iteration 10:MDL fitness activated
Error 0.099604 TL 0.028501
MDL Theory Length Weight: 1.1649109157 (2)
Initialization: 8.766000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.520000
Kernel 1: 0.023000
Kernel 2: 94.902000
Copyback: 0.016000
Sum: 0.034000
It 10,Best ac:0.001113 1.000000 fi:0.124990. Ave ac:0.004071,0.006619
Initialization: 6.358000
Memcpy Classifiers: 0.417000
Memcpy Instances: 12.320000
Kernel 1: 0.024000
Kernel 2: 89.570000
Copyback: 0.017000
Sum: 0.048000
It 11,Best ac:0.001781 1.000000 fi:0.122380. Ave ac:0.003329,0.004640
Initialization: 9.455000
Memcpy Classifiers: 0.643000
Memcpy Instances: 11.362000
Kernel 1: 0.023000
Kernel 2: 89.522003
Copyback: 0.017000
Sum: 0.038000
It 12,Best ac:0.002895 1.000000 fi:0.128768. Ave ac:0.004297,0.007473
Initialization: 6.743000
Memcpy Classifiers: 0.463000
Memcpy Instances: 11.101000
Kernel 1: 0.023000
Kernel 2: 88.114998
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001559 1.000000 fi:0.128536. Ave ac:0.002876,0.003868
Initialization: 8.625000
Memcpy Classifiers: 0.646000
Memcpy Instances: 8.920000
Kernel 1: 0.024000
Kernel 2: 87.988998
Copyback: 0.018000
Sum: 0.042000
It 14,Best ac:0.001113 1.000000 fi:0.126787. Ave ac:0.003295,0.004471
Initialization: 6.464000
Memcpy Classifiers: 0.380000
Memcpy Instances: 12.149000
Kernel 1: 0.023000
Kernel 2: 88.219002
Copyback: 0.018000
Sum: 0.041000
It 15,Best ac:0.001336 1.000000 fi:0.124910. Ave ac:0.003310,0.004175
Initialization: 6.834000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.036000
Kernel 1: 0.034000
Kernel 2: 87.928001
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.002226 1.000000 fi:0.127065. Ave ac:0.003238,0.004442
Initialization: 6.396000
Memcpy Classifiers: 0.361000
Memcpy Instances: 12.106000
Kernel 1: 0.024000
Kernel 2: 88.968002
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001336 1.000000 fi:0.122389. Ave ac:0.003381,0.004261
Initialization: 8.519000
Memcpy Classifiers: 0.681000
Memcpy Instances: 13.437000
Kernel 1: 0.033000
Kernel 2: 88.481003
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001781 1.000000 fi:0.126214. Ave ac:0.001745,0.002366
Initialization: 6.407000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.596000
Kernel 1: 0.032000
Kernel 2: 88.889999
Copyback: 0.022000
Sum: 0.031000
It 19,Best ac:0.002895 1.000000 fi:0.131513. Ave ac:0.003227,0.004979
Initialization: 7.111000
Memcpy Classifiers: 0.423000
Memcpy Instances: 11.128000
Kernel 1: 0.033000
Kernel 2: 89.507004
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001558 1.000000 fi:0.125677. Ave ac:0.003341,0.007060
MDL Theory Length Weight: 1.0484198241 (10)
Initialization: 8.919000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.283000
Kernel 1: 0.024000
Kernel 2: 90.529999
Copyback: 0.018000
Sum: 0.028000
It 21,Best ac:0.002004 1.000000 fi:0.120029. Ave ac:0.003078,0.003886
Initialization: 6.296000
Memcpy Classifiers: 0.363000
Memcpy Instances: 10.460000
Kernel 1: 0.032000
Kernel 2: 90.163002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001558 1.000000 fi:0.121843. Ave ac:0.002818,0.004308
Initialization: 6.323000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.867000
Kernel 1: 0.023000
Kernel 2: 91.380997
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.001336 1.000000 fi:0.125239. Ave ac:0.002643,0.006677
Initialization: 6.322000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.200000
Kernel 1: 0.033000
Kernel 2: 93.190002
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001336 1.000000 fi:0.120492. Ave ac:0.002790,0.003345
Initialization: 6.316000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 94.802002
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.002227 1.000000 fi:0.117923. Ave ac:0.002741,0.003683
Initialization: 6.401000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 92.030998
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.002449 1.000000 fi:0.120148. Ave ac:0.002452,0.003764
Initialization: 6.327000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.852000
Kernel 1: 0.025000
Kernel 2: 90.702003
Copyback: 0.016000
Sum: 0.033000
It 27,Best ac:0.001559 1.000000 fi:0.116067. Ave ac:0.003320,0.005555
Initialization: 6.305000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.913000
Kernel 1: 0.024000
Kernel 2: 92.564003
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001336 1.000000 fi:0.117646. Ave ac:0.002521,0.003221
Initialization: 6.295000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.919000
Kernel 1: 0.053000
Kernel 2: 89.966003
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001558 1.000000 fi:0.121059. Ave ac:0.002592,0.003848
Initialization: 6.341000
Memcpy Classifiers: 0.403000
Memcpy Instances: 8.849000
Kernel 1: 0.025000
Kernel 2: 91.095001
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001559 1.000000 fi:0.120463. Ave ac:0.002726,0.004567
Initialization: 6.749000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 91.194000
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.003117 1.000000 fi:0.121567. Ave ac:0.002835,0.004091
Initialization: 6.359000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.887000
Kernel 1: 0.024000
Kernel 2: 88.040001
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001559 1.000000 fi:0.120591. Ave ac:0.002782,0.003634
Initialization: 6.292000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 88.475998
Copyback: 0.016000
Sum: 0.031000
It 33,Best ac:0.002449 1.000000 fi:0.120426. Ave ac:0.002959,0.006098
Initialization: 22.556000
Memcpy Instances: 445.480011
Memcpy Classifiers: 0.063000
Kernel 1: 0.029000
Kernel 2: 479.515015
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 492.523010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 476.705994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.017000
Kernel 2: 482.612000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 469.649994
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 501.454987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 497.201996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 492.579010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 464.372009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 491.903015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 489.610992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 484.023987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 477.635010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.043000
Kernel 1: 0.015000
Kernel 2: 165.169998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001158 0.812500 fi:0.312804. Ave ac:0.002768,0.010633
Best acc 0.001158 0.812500
Rule:Att PSSM_-4_9 is [-3.392647,10.087064]|Att PSSM_-3_19 is [-3.372395,8.756200]|Att PSSM_0_2 is [<-4.061587]|Att PSSM_0_11 is [0.763267,5.236733]|Att PSSM_0_12 is [<2.999695]|Att PSSM_1_20 is [-1.614432,6.885647]|Att PSSM_2_18 is [<7.222485]|Att PSSM_3_12 is [-6.090827,0.407766]|Att PSSM_4_6 is [<-3.306353]|1
Accuracy : 0.731659
0	1	
162683	1397	
61566	8992	
Removed 320 instances. 224249 Instances left. Acc of rule 0.001158-0.812500
Initialization: 6.398000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.853000
Kernel 1: 0.027000
Kernel 2: 111.331001
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006601 accuracy2:0.253864
Initialization: 6.360000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.868000
Kernel 1: 0.025000
Kernel 2: 111.001999
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.001784 0.888889 fi:0.210793. Ave ac:0.007743,0.015835
Initialization: 6.433000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 109.059998
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.001115 0.833333 fi:0.266593. Ave ac:0.006823,0.011851
Initialization: 6.442000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.858000
Kernel 1: 0.025000
Kernel 2: 107.861000
Copyback: 0.018000
Sum: 0.037000
It 2,Best ac:0.000892 1.000000 fi:0.120588. Ave ac:0.005944,0.010388
Initialization: 8.145000
Memcpy Classifiers: 0.543000
Memcpy Instances: 10.903000
Kernel 1: 0.022000
Kernel 2: 108.992996
Copyback: 0.017000
Sum: 0.042000
It 3,Best ac:0.002230 1.000000 fi:0.099519. Ave ac:0.005744,0.009034
Initialization: 7.474000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.668000
Kernel 1: 0.028000
Kernel 2: 105.922997
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.000892 1.000000 fi:0.121302. Ave ac:0.004357,0.006176
Initialization: 7.629000
Memcpy Classifiers: 0.868000
Memcpy Instances: 12.584000
Kernel 1: 0.027000
Kernel 2: 103.911003
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.000892 1.000000 fi:0.121302. Ave ac:0.004682,0.006697
Initialization: 7.496000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.954000
Kernel 1: 0.024000
Kernel 2: 104.438004
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001338 1.000000 fi:0.099845. Ave ac:0.005253,0.008166
Initialization: 6.433000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.837000
Kernel 1: 0.025000
Kernel 2: 104.109001
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.001561 1.000000 fi:0.099763. Ave ac:0.004546,0.007584
Initialization: 8.604000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.823000
Kernel 1: 0.025000
Kernel 2: 102.457001
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001784 1.000000 fi:0.099682. Ave ac:0.004256,0.007439
Initialization: 7.658000
Memcpy Classifiers: 0.591000
Memcpy Instances: 11.391000
Kernel 1: 0.023000
Kernel 2: 105.878998
Copyback: 0.017000
Sum: 0.037000
It 9,Best ac:0.002007 1.000000 fi:0.099600. Ave ac:0.003632,0.006011
Iteration 10:MDL fitness activated
Error 0.099600 TL 0.040851
MDL Theory Length Weight: 0.8127177828 (7)
Initialization: 7.625000
Memcpy Classifiers: 0.585000
Memcpy Instances: 10.246000
Kernel 1: 0.023000
Kernel 2: 105.110001
Copyback: 0.017000
Sum: 0.038000
It 10,Best ac:0.001115 1.000000 fi:0.124004. Ave ac:0.003747,0.005194
Initialization: 7.676000
Memcpy Classifiers: 0.871000
Memcpy Instances: 11.672000
Kernel 1: 0.023000
Kernel 2: 101.162003
Copyback: 0.017000
Sum: 0.042000
It 11,Best ac:0.001560 1.000000 fi:0.122199. Ave ac:0.003790,0.006621
Initialization: 6.372000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.895000
Kernel 1: 0.024000
Kernel 2: 102.822998
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.001115 1.000000 fi:0.128737. Ave ac:0.003465,0.006181
Initialization: 6.965000
Memcpy Classifiers: 0.651000
Memcpy Instances: 9.846000
Kernel 1: 0.024000
Kernel 2: 100.704002
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.002007 1.000000 fi:0.124170. Ave ac:0.002627,0.003821
Initialization: 7.375000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 101.893997
Copyback: 0.017000
Sum: 0.039000
It 14,Best ac:0.001115 1.000000 fi:0.123014. Ave ac:0.003339,0.004381
Initialization: 6.333000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.833000
Kernel 1: 0.025000
Kernel 2: 99.084000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001561 1.000000 fi:0.123797. Ave ac:0.003600,0.004161
Initialization: 6.317000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.754000
Kernel 1: 0.028000
Kernel 2: 99.343002
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.001561 1.000000 fi:0.122002. Ave ac:0.002984,0.004286
Initialization: 8.755000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.073000
Kernel 1: 0.025000
Kernel 2: 95.971001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001115 1.000000 fi:0.126698. Ave ac:0.002614,0.004709
Initialization: 6.303000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.868000
Kernel 1: 0.025000
Kernel 2: 97.773003
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001338 1.000000 fi:0.122932. Ave ac:0.003203,0.004614
Initialization: 7.213000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 96.208000
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001561 1.000000 fi:0.125365. Ave ac:0.003161,0.005921
Initialization: 7.329000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.142000
Kernel 1: 0.023000
Kernel 2: 94.327003
Copyback: 0.016000
Sum: 0.028000
It 20,Best ac:0.001560 1.000000 fi:0.119788. Ave ac:0.003038,0.003058
Initialization: 6.385000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.903000
Kernel 1: 0.023000
Kernel 2: 94.441002
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001338 1.000000 fi:0.121337. Ave ac:0.003055,0.003909
Initialization: 6.368000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 95.587997
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.001115 1.000000 fi:0.126273. Ave ac:0.002550,0.002820
Initialization: 6.296000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 95.255997
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.002007 1.000000 fi:0.123962. Ave ac:0.002422,0.003612
Initialization: 6.264000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.848000
Kernel 1: 0.025000
Kernel 2: 95.070000
Copyback: 0.016000
Sum: 0.032000
It 24,Best ac:0.001560 1.000000 fi:0.124289. Ave ac:0.002678,0.003367
Initialization: 6.311000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.860000
Kernel 1: 0.021000
Kernel 2: 97.492996
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002007 1.000000 fi:0.121838. Ave ac:0.002845,0.003458
Initialization: 6.340000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 93.778000
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001338 1.000000 fi:0.124112. Ave ac:0.002775,0.004330
Initialization: 6.362000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 92.065002
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001115 1.000000 fi:0.122509. Ave ac:0.002392,0.003017
Initialization: 6.343000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 90.555000
Copyback: 0.016000
Sum: 0.034000
It 28,Best ac:0.001783 1.000000 fi:0.120171. Ave ac:0.002535,0.004576
Initialization: 6.302000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.889000
Kernel 1: 0.024000
Kernel 2: 92.408997
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001338 1.000000 fi:0.119869. Ave ac:0.003234,0.004450
MDL Theory Length Weight: 0.7314460045 (10)
Initialization: 6.295000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.857000
Kernel 1: 0.025000
Kernel 2: 92.231003
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001338 1.000000 fi:0.118650. Ave ac:0.002690,0.003227
Initialization: 6.422000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.849000
Kernel 1: 0.025000
Kernel 2: 92.856003
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.002230 1.000000 fi:0.118610. Ave ac:0.003035,0.003541
Initialization: 6.432000
Memcpy Classifiers: 0.452000
Memcpy Instances: 12.176000
Kernel 1: 0.022000
Kernel 2: 91.880997
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.002898 1.000000 fi:0.116191. Ave ac:0.002788,0.003157
Initialization: 6.385000
Memcpy Classifiers: 0.380000
Memcpy Instances: 12.366000
Kernel 1: 0.025000
Kernel 2: 93.117996
Copyback: 0.018000
Sum: 0.041000
It 33,Best ac:0.001338 1.000000 fi:0.119058. Ave ac:0.002570,0.002934
Initialization: 25.402000
Memcpy Instances: 443.082001
Memcpy Classifiers: 0.072000
Kernel 1: 0.027000
Kernel 2: 543.185974
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 503.682007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 506.095001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.011000
Kernel 2: 535.182007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 509.183014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 534.883972
Copyback: 0.365000
Sum: 0.004000
Memcpy Classifiers: 0.072000
Kernel 1: 0.017000
Kernel 2: 500.321014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 535.940979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 508.576996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 515.302979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 512.013977
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 519.517029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 496.718994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 162.018005
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001360 0.835616 fi:0.286293. Ave ac:0.002919,0.010998
Best acc 0.001360 0.835616
Initialization: 6.328000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.840000
Kernel 1: 0.026000
Kernel 2: 109.260002
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005958 accuracy2:0.262694
Initialization: 6.359000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 111.032997
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.001561 0.777778 fi:0.321985. Ave ac:0.006701,0.013142
Initialization: 7.452000
Memcpy Classifiers: 0.910000
Memcpy Instances: 11.396000
Kernel 1: 0.025000
Kernel 2: 112.574997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.000892 1.000000 fi:0.120588. Ave ac:0.006154,0.011110
Initialization: 7.813000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.890000
Kernel 1: 0.025000
Kernel 2: 108.954002
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.001115 1.000000 fi:0.099926. Ave ac:0.005046,0.008882
Initialization: 7.863000
Memcpy Classifiers: 0.524000
Memcpy Instances: 10.011000
Kernel 1: 0.024000
Kernel 2: 109.074997
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.002453 1.000000 fi:0.099437. Ave ac:0.005562,0.010571
Initialization: 8.440000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.653000
Kernel 1: 0.024000
Kernel 2: 107.824997
Copyback: 0.017000
Sum: 0.039000
It 4,Best ac:0.001561 1.000000 fi:0.099763. Ave ac:0.005739,0.008579
Initialization: 6.276000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.933000
Kernel 1: 0.026000
Kernel 2: 106.379997
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.001784 1.000000 fi:0.099682. Ave ac:0.005611,0.008148
Initialization: 6.406000
Memcpy Classifiers: 0.411000
Memcpy Instances: 11.505000
Kernel 1: 0.023000
Kernel 2: 104.899002
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001784 1.000000 fi:0.099682. Ave ac:0.004281,0.005442
Initialization: 6.391000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.856000
Kernel 1: 0.024000
Kernel 2: 102.866997
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.002007 1.000000 fi:0.099600. Ave ac:0.003671,0.004813
Initialization: 6.287000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.865000
Kernel 1: 0.025000
Kernel 2: 106.188004
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.002007 1.000000 fi:0.099600. Ave ac:0.003427,0.004377
Initialization: 6.363000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.848000
Kernel 1: 0.025000
Kernel 2: 100.454002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003344 1.000000 fi:0.099111. Ave ac:0.002520,0.003622
Iteration 10:MDL fitness activated
Error 0.099111 TL 0.035015
MDL Theory Length Weight: 0.9435078789 (1)
Initialization: 7.630000
Memcpy Classifiers: 0.655000
Memcpy Instances: 10.444000
Kernel 1: 0.024000
Kernel 2: 101.653999
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001115 1.000000 fi:0.127268. Ave ac:0.003136,0.004429
Initialization: 6.341000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.881000
Kernel 1: 0.024000
Kernel 2: 101.806000
Copyback: 0.018000
Sum: 0.037000
It 11,Best ac:0.001115 1.000000 fi:0.129767. Ave ac:0.003315,0.005540
Initialization: 6.695000
Memcpy Classifiers: 0.883000
Memcpy Instances: 11.720000
Kernel 1: 0.024000
Kernel 2: 99.540001
Copyback: 0.370000
Sum: 0.031000
It 12,Best ac:0.001561 1.000000 fi:0.125447. Ave ac:0.002488,0.003507
Initialization: 6.385000
Memcpy Classifiers: 0.437000
Memcpy Instances: 12.004000
Kernel 1: 0.024000
Kernel 2: 97.669998
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.001338 1.000000 fi:0.122023. Ave ac:0.003372,0.005754
Initialization: 7.598000
Memcpy Classifiers: 0.839000
Memcpy Instances: 11.509000
Kernel 1: 0.024000
Kernel 2: 96.303001
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.001115 1.000000 fi:0.136746. Ave ac:0.002735,0.004901
Initialization: 7.645000
Memcpy Classifiers: 0.490000
Memcpy Instances: 11.435000
Kernel 1: 0.025000
Kernel 2: 96.898003
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001115 1.000000 fi:0.122247. Ave ac:0.003838,0.005692
Initialization: 7.947000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 97.583000
Copyback: 0.018000
Sum: 0.039000
It 16,Best ac:0.001115 1.000000 fi:0.120152. Ave ac:0.003732,0.006855
Initialization: 8.172000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.270000
Kernel 1: 0.024000
Kernel 2: 95.164001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001115 1.000000 fi:0.120305. Ave ac:0.003272,0.005494
Initialization: 6.302000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.900000
Kernel 1: 0.023000
Kernel 2: 94.164001
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001561 1.000000 fi:0.128305. Ave ac:0.003652,0.006904
Initialization: 7.497000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.888000
Kernel 1: 0.032000
Kernel 2: 94.665001
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001338 1.000000 fi:0.118342. Ave ac:0.004355,0.009292
Initialization: 6.967000
Memcpy Classifiers: 0.673000
Memcpy Instances: 12.740000
Kernel 1: 0.027000
Kernel 2: 96.214996
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001337 1.000000 fi:0.119713. Ave ac:0.004132,0.006818
Initialization: 6.349000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.969000
Kernel 1: 0.022000
Kernel 2: 95.014999
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001338 1.000000 fi:0.124156. Ave ac:0.004083,0.006735
Initialization: 6.315000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.944000
Kernel 1: 0.028000
Kernel 2: 93.289001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.002007 1.000000 fi:0.119143. Ave ac:0.003243,0.004809
Initialization: 6.335000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 93.477997
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.003567 1.000000 fi:0.127120. Ave ac:0.003869,0.006886
Initialization: 8.619000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 94.947998
Copyback: 0.018000
Sum: 0.041000
It 24,Best ac:0.001560 1.000000 fi:0.123790. Ave ac:0.003787,0.007442
Initialization: 6.347000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 95.054001
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001115 1.000000 fi:0.122865. Ave ac:0.003628,0.005400
Initialization: 6.332000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 98.682999
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001337 1.000000 fi:0.120447. Ave ac:0.003687,0.009418
Initialization: 6.356000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 96.734001
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001338 1.000000 fi:0.118098. Ave ac:0.003355,0.008922
Initialization: 6.363000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.929000
Kernel 1: 0.031000
Kernel 2: 98.210999
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001115 1.000000 fi:0.124503. Ave ac:0.003075,0.004924
Initialization: 6.297000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 98.127998
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001115 1.000000 fi:0.120374. Ave ac:0.002327,0.002946
Initialization: 6.294000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 95.309998
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.002453 1.000000 fi:0.118962. Ave ac:0.003226,0.004711
Initialization: 6.339000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.869000
Kernel 1: 0.025000
Kernel 2: 95.603996
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001115 1.000000 fi:0.124116. Ave ac:0.002632,0.004927
Initialization: 6.324000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 94.834999
Copyback: 0.017000
Sum: 0.041000
It 32,Best ac:0.002006 1.000000 fi:0.117854. Ave ac:0.003406,0.005145
Initialization: 6.280000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 94.693001
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001115 1.000000 fi:0.119794. Ave ac:0.002696,0.003783
Initialization: 22.719000
Memcpy Instances: 440.701996
Memcpy Classifiers: 0.070000
Kernel 1: 0.027000
Kernel 2: 534.427979
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 542.812988
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 541.419006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 519.189026
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 531.325012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 516.817993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 525.892029
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 552.848022
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 552.705994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 524.744019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 518.356018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 551.898987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 528.403992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.012000
Kernel 2: 166.391998
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000870 0.805785 fi:0.361201. Ave ac:0.003671,0.014256
Best acc 0.000870 0.805785
Rule:Att PSSM_-2_7 is [<0.199456]|Att PSSM_0_12 is [<-3.872838]|Att PSSM_0_15 is [<-2.750980]|Att PSSM_0_20 is [>2.255520]|Att PSSM_1_3 is [-6.454110,-2.452574]|Att PSSM_1_11 is [>-2.095394]|Att PSSM_2_5 is [-2.185514,10.017995]|Att PSSM_2_6 is [-6.002884,-1.997116]|Att PSSM_3_2 is [<4.943691]|Att PSSM_4_18 is [<6.417788]|1
Accuracy : 0.732703
0	1	
162623	1457	
61261	9297	
Removed 365 instances. 223884 Instances left. Acc of rule 0.001360-0.835616
Initialization: 7.152000
Memcpy Classifiers: 0.559000
Memcpy Instances: 12.310000
Kernel 1: 0.028000
Kernel 2: 110.400002
Copyback: 0.018000
Sum: 0.057000
Initial population average accuracy1:0.005495 accuracy2:0.252863
Initialization: 6.440000
Memcpy Classifiers: 0.559000
Memcpy Instances: 12.935000
Kernel 1: 0.034000
Kernel 2: 114.112999
Copyback: 0.018000
Sum: 0.070000
It 0,Best ac:0.001117 0.833333 fi:0.266591. Ave ac:0.006986,0.010887
Initialization: 7.545000
Memcpy Classifiers: 0.506000
Memcpy Instances: 11.617000
Kernel 1: 0.024000
Kernel 2: 108.917000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001116 0.833333 fi:0.266591. Ave ac:0.007106,0.011717
Initialization: 7.923000
Memcpy Classifiers: 0.849000
Memcpy Instances: 12.907000
Kernel 1: 0.023000
Kernel 2: 106.874001
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.000893 1.000000 fi:0.117002. Ave ac:0.006346,0.009982
Initialization: 6.282000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.071000
Kernel 1: 0.024000
Kernel 2: 103.350998
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001787 0.888889 fi:0.210790. Ave ac:0.007691,0.013776
Initialization: 6.337000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.875000
Kernel 1: 0.025000
Kernel 2: 103.519997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001340 1.000000 fi:0.099843. Ave ac:0.006552,0.012335
Initialization: 6.284000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 106.431999
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.000893 1.000000 fi:0.116281. Ave ac:0.006347,0.011520
Initialization: 6.284000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 107.657997
Copyback: 0.016000
Sum: 0.033000
It 6,Best ac:0.002010 1.000000 fi:0.099597. Ave ac:0.005865,0.010085
Initialization: 6.274000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 102.592003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.002234 1.000000 fi:0.099515. Ave ac:0.004406,0.007297
Initialization: 8.320000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 101.514999
Copyback: 0.016000
Sum: 0.028000
It 8,Best ac:0.002457 1.000000 fi:0.099433. Ave ac:0.004284,0.005965
Initialization: 6.351000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.866000
Kernel 1: 0.025000
Kernel 2: 102.078003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.002010 1.000000 fi:0.099597. Ave ac:0.004527,0.008698
Iteration 10:MDL fitness activated
Error 0.099597 TL 0.039178
MDL Theory Length Weight: 0.8473771732 (2)
Initialization: 6.316000
Memcpy Classifiers: 0.443000
Memcpy Instances: 8.870000
Kernel 1: 0.023000
Kernel 2: 102.545998
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.001117 1.000000 fi:0.127460. Ave ac:0.004249,0.007373
Initialization: 6.269000
Memcpy Classifiers: 0.428000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 98.295998
Copyback: 0.371000
Sum: 0.036000
It 11,Best ac:0.001563 1.000000 fi:0.119469. Ave ac:0.004006,0.006683
Initialization: 6.330000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.889000
Kernel 1: 0.023000
Kernel 2: 96.212997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.002680 1.000000 fi:0.122504. Ave ac:0.002792,0.005107
Initialization: 6.242000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.896000
Kernel 1: 0.023000
Kernel 2: 99.361000
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001340 1.000000 fi:0.119701. Ave ac:0.003647,0.005844
Initialization: 6.342000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.849000
Kernel 1: 0.025000
Kernel 2: 102.621002
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001787 1.000000 fi:0.122991. Ave ac:0.002886,0.003824
Initialization: 6.274000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 95.559998
Copyback: 0.016000
Sum: 0.038000
It 15,Best ac:0.001117 1.000000 fi:0.122346. Ave ac:0.002656,0.003795
Initialization: 6.262000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.881000
Kernel 1: 0.024000
Kernel 2: 94.276001
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.002234 1.000000 fi:0.123296. Ave ac:0.003094,0.007311
Initialization: 6.356000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.849000
Kernel 1: 0.025000
Kernel 2: 95.916000
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001340 1.000000 fi:0.123512. Ave ac:0.002861,0.005791
Initialization: 6.285000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 95.202003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.002010 1.000000 fi:0.119513. Ave ac:0.003257,0.003938
Initialization: 6.339000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 97.079002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001340 1.000000 fi:0.118181. Ave ac:0.003913,0.005450
Initialization: 6.333000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 99.168999
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001787 1.000000 fi:0.119293. Ave ac:0.003065,0.004643
Initialization: 6.291000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.881000
Kernel 1: 0.022000
Kernel 2: 97.207001
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.001786 1.000000 fi:0.121684. Ave ac:0.003683,0.007492
Initialization: 6.336000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 95.414001
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001563 1.000000 fi:0.118001. Ave ac:0.002688,0.003922
Initialization: 6.299000
Memcpy Classifiers: 0.422000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 96.624001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001116 1.000000 fi:0.118741. Ave ac:0.003407,0.005028
Initialization: 6.321000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.956000
Kernel 1: 0.024000
Kernel 2: 95.313004
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.002456 1.000000 fi:0.117674. Ave ac:0.002807,0.004030
Initialization: 6.299000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 91.987000
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001340 1.000000 fi:0.117340. Ave ac:0.002012,0.002966
Initialization: 6.315000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.835000
Kernel 1: 0.025000
Kernel 2: 96.224998
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001117 1.000000 fi:0.116997. Ave ac:0.001682,0.001732
Initialization: 6.181000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.837000
Kernel 1: 0.025000
Kernel 2: 97.485001
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001117 1.000000 fi:0.118165. Ave ac:0.001662,0.003560
Initialization: 6.297000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 95.063004
Copyback: 0.018000
Sum: 0.037000
It 28,Best ac:0.002010 1.000000 fi:0.120010. Ave ac:0.001728,0.002021
Initialization: 6.302000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 99.400002
Copyback: 0.016000
Sum: 0.031000
It 29,Best ac:0.001117 1.000000 fi:0.117422. Ave ac:0.001632,0.002342
Initialization: 6.279000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 96.532997
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.001117 1.000000 fi:0.118629. Ave ac:0.002523,0.003471
Initialization: 7.573000
Memcpy Classifiers: 0.421000
Memcpy Instances: 9.573000
Kernel 1: 0.032000
Kernel 2: 91.361000
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001563 1.000000 fi:0.121684. Ave ac:0.002002,0.002451
Initialization: 6.319000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 90.095001
Copyback: 0.019000
Sum: 0.032000
It 32,Best ac:0.001117 1.000000 fi:0.121540. Ave ac:0.002104,0.005955
Initialization: 6.326000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 91.903000
Copyback: 0.017000
Sum: 0.038000
It 33,Best ac:0.002456 1.000000 fi:0.116038. Ave ac:0.002716,0.004771
Initialization: 25.559999
Memcpy Instances: 536.213989
Memcpy Classifiers: 0.068000
Kernel 1: 0.022000
Kernel 2: 489.408997
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 509.009003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 497.153992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 492.824005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 489.792999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 493.681000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 492.250000
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 498.277008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 499.678009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 511.855011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 472.445007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 496.612000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.016000
Kernel 2: 491.304993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.021000
Kernel 2: 161.834000
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001336 0.784777 fi:0.335481. Ave ac:0.001975,0.006879
Best acc 0.001336 0.784777
Initialization: 6.387000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.853000
Kernel 1: 0.027000
Kernel 2: 112.502998
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006170 accuracy2:0.265667
Initialization: 6.427000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.864000
Kernel 1: 0.025000
Kernel 2: 109.733002
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.001787 1.000000 fi:0.099678. Ave ac:0.007766,0.015261
Initialization: 6.287000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 111.452003
Copyback: 0.021000
Sum: 0.032000
It 1,Best ac:0.001117 0.833333 fi:0.266591. Ave ac:0.006854,0.011801
Initialization: 6.372000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 108.112000
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.002010 1.000000 fi:0.099597. Ave ac:0.007232,0.011979
Initialization: 6.286000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 106.418999
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.000893 1.000000 fi:0.116281. Ave ac:0.006012,0.010116
Initialization: 6.314000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 110.556999
Copyback: 0.016000
Sum: 0.035000
It 4,Best ac:0.001116 1.000000 fi:0.099924. Ave ac:0.005781,0.009778
Initialization: 6.267000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.885000
Kernel 1: 0.025000
Kernel 2: 108.234001
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001340 1.000000 fi:0.099843. Ave ac:0.004587,0.007265
Initialization: 6.320000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.863000
Kernel 1: 0.025000
Kernel 2: 102.202003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001340 1.000000 fi:0.099842. Ave ac:0.004014,0.005807
Initialization: 6.360000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.878000
Kernel 1: 0.023000
Kernel 2: 101.633003
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.002010 1.000000 fi:0.099597. Ave ac:0.004679,0.006738
Initialization: 6.320000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 103.082001
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.001340 1.000000 fi:0.099842. Ave ac:0.004462,0.006200
Initialization: 6.298000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 106.365997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.002903 1.000000 fi:0.099269. Ave ac:0.003700,0.004746
Iteration 10:MDL fitness activated
Error 0.099269 TL 0.042222
MDL Theory Length Weight: 0.7837046781 (1)
Initialization: 6.279000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.861000
Kernel 1: 0.025000
Kernel 2: 105.617996
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001116 1.000000 fi:0.130944. Ave ac:0.004117,0.004346
Initialization: 6.262000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.896000
Kernel 1: 0.023000
Kernel 2: 105.250999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001340 1.000000 fi:0.128695. Ave ac:0.003912,0.005101
Initialization: 6.286000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 103.473999
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.001117 1.000000 fi:0.127824. Ave ac:0.003505,0.005204
Initialization: 6.341000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.838000
Kernel 1: 0.025000
Kernel 2: 104.115997
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.001340 1.000000 fi:0.125786. Ave ac:0.004199,0.006218
Initialization: 6.267000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 104.528999
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.002233 1.000000 fi:0.128066. Ave ac:0.003317,0.004608
Initialization: 6.262000
Memcpy Classifiers: 0.460000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 107.803001
Copyback: 0.016000
Sum: 0.033000
It 15,Best ac:0.001116 1.000000 fi:0.125238. Ave ac:0.002952,0.003398
Initialization: 6.293000
Memcpy Classifiers: 0.478000
Memcpy Instances: 12.863000
Kernel 1: 0.023000
Kernel 2: 105.907997
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.003126 1.000000 fi:0.133303. Ave ac:0.002445,0.003334
Initialization: 6.371000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 103.825996
Copyback: 0.372000
Sum: 0.038000
It 17,Best ac:0.001117 1.000000 fi:0.130051. Ave ac:0.002398,0.002695
Initialization: 6.347000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 105.021004
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001340 1.000000 fi:0.125095. Ave ac:0.002171,0.002454
Initialization: 6.332000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 105.025002
Copyback: 0.016000
Sum: 0.037000
It 19,Best ac:0.001117 1.000000 fi:0.125177. Ave ac:0.002547,0.002386
Initialization: 6.354000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 105.309998
Copyback: 0.017000
Sum: 0.038000
It 20,Best ac:0.001117 1.000000 fi:0.130845. Ave ac:0.002098,0.002292
Initialization: 6.338000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.851000
Kernel 1: 0.025000
Kernel 2: 105.379997
Copyback: 0.016000
Sum: 0.032000
It 21,Best ac:0.001340 1.000000 fi:0.121875. Ave ac:0.002300,0.002928
Initialization: 6.305000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.872000
Kernel 1: 0.023000
Kernel 2: 104.008003
Copyback: 0.016000
Sum: 0.038000
It 22,Best ac:0.001117 1.000000 fi:0.127589. Ave ac:0.001843,0.002185
Initialization: 6.235000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 102.093002
Copyback: 0.017000
Sum: 0.037000
It 23,Best ac:0.001563 1.000000 fi:0.118820. Ave ac:0.002699,0.003344
Initialization: 6.359000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 104.820000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001340 1.000000 fi:0.125878. Ave ac:0.002770,0.003609
Initialization: 6.311000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 101.843002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002234 1.000000 fi:0.118574. Ave ac:0.002647,0.003153
Initialization: 6.164000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 104.960999
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.002010 1.000000 fi:0.123464. Ave ac:0.002713,0.003075
Initialization: 6.356000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 104.664001
Copyback: 0.017000
Sum: 0.038000
It 27,Best ac:0.002233 1.000000 fi:0.117231. Ave ac:0.002661,0.003752
Initialization: 6.281000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 97.446999
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001340 1.000000 fi:0.120870. Ave ac:0.002595,0.003937
Initialization: 6.359000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 98.750000
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.002680 1.000000 fi:0.124984. Ave ac:0.002736,0.004428
Initialization: 6.327000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.849000
Kernel 1: 0.023000
Kernel 2: 97.920998
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001117 1.000000 fi:0.120811. Ave ac:0.002455,0.003092
Initialization: 6.317000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 98.112999
Copyback: 0.018000
Sum: 0.032000
It 31,Best ac:0.001563 1.000000 fi:0.119161. Ave ac:0.002712,0.003785
Initialization: 6.357000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 100.879997
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001117 1.000000 fi:0.117641. Ave ac:0.002868,0.003305
Initialization: 6.283000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 99.388000
Copyback: 0.016000
Sum: 0.029000
It 33,Best ac:0.001117 1.000000 fi:0.118904. Ave ac:0.002295,0.003125
Initialization: 22.864000
Memcpy Instances: 435.651001
Memcpy Classifiers: 0.076000
Kernel 1: 0.027000
Kernel 2: 539.030029
Copyback: 0.019000
Sum: 0.014000
Memcpy Classifiers: 0.073000
Kernel 1: 0.017000
Kernel 2: 533.703979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 539.517029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 522.731995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 528.843018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 525.197021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 513.921021
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.015000
Kernel 2: 525.057983
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 532.356018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 532.479004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 541.681030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 541.317993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 519.890991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.012000
Kernel 2: 167.205002
Copyback: 0.013000
Sum: 0.001000
It 34,Best ac:0.001282 0.786301 fi:0.338875. Ave ac:0.002360,0.008290
Best acc 0.001282 0.786301
Rule:Att PSSM_-4_2 is [<-0.452781]|Att PSSM_-4_12 is [-3.871191,0.537992]|Att PSSM_-3_7 is [-5.680920,-2.194335]|Att PSSM_-3_8 is [<2.179978]|Att PSSM_-2_11 is [>-3.091286]|Att PSSM_-1_3 is [<-0.579616]|Att PSSM_-1_11 is [-2.011045,3.234919]|Att PSSM_0_2 is [<-2.385565]|Att PSSM_0_11 is [>-2.079304]|Att PSSM_0_16 is [<-3.942040]|1
Accuracy : 0.733594
0	1	
162545	1535	
60974	9584	
Removed 365 instances. 223519 Instances left. Acc of rule 0.001282-0.786301
Initialization: 8.169000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.861000
Kernel 1: 0.026000
Kernel 2: 108.620003
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.005786 accuracy2:0.258587
Initialization: 6.292000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 110.375999
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.000895 1.000000 fi:0.112659. Ave ac:0.007907,0.013546
Initialization: 6.219000
Memcpy Classifiers: 0.496000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 110.185997
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.000895 1.000000 fi:0.112659. Ave ac:0.007434,0.014401
Initialization: 8.273000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 107.182999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001342 1.000000 fi:0.099840. Ave ac:0.007312,0.014494
Initialization: 6.360000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.892000
Kernel 1: 0.023000
Kernel 2: 108.662003
Copyback: 0.017000
Sum: 0.052000
It 3,Best ac:0.001118 1.000000 fi:0.099922. Ave ac:0.006759,0.010120
Initialization: 6.360000
Memcpy Classifiers: 0.506000
Memcpy Instances: 11.652000
Kernel 1: 0.023000
Kernel 2: 104.926003
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.001119 1.000000 fi:0.099922. Ave ac:0.006315,0.009362
Initialization: 6.312000
Memcpy Classifiers: 0.513000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 102.566002
Copyback: 0.018000
Sum: 0.042000
It 5,Best ac:0.002237 1.000000 fi:0.099511. Ave ac:0.004440,0.006587
Initialization: 6.473000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 101.792999
Copyback: 0.018000
Sum: 0.040000
It 6,Best ac:0.001789 1.000000 fi:0.099676. Ave ac:0.004228,0.005919
Initialization: 6.646000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.903000
Kernel 1: 0.024000
Kernel 2: 99.873001
Copyback: 0.017000
Sum: 0.038000
It 7,Best ac:0.002014 1.000000 fi:0.099593. Ave ac:0.003787,0.006032
Initialization: 7.051000
Memcpy Classifiers: 0.774000
Memcpy Instances: 10.413000
Kernel 1: 0.025000
Kernel 2: 98.170998
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.002013 1.000000 fi:0.099593. Ave ac:0.003975,0.006959
Initialization: 6.691000
Memcpy Classifiers: 0.774000
Memcpy Instances: 9.224000
Kernel 1: 0.024000
Kernel 2: 95.500000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.000895 1.000000 fi:0.111931. Ave ac:0.003781,0.005657
Iteration 10:MDL fitness activated
Error 0.111931 TL 0.035710
MDL Theory Length Weight: 1.0448053483 (5)
Initialization: 6.364000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.990000
Kernel 1: 0.027000
Kernel 2: 95.161003
Copyback: 0.019000
Sum: 0.043000
It 10,Best ac:0.002013 1.000000 fi:0.148201. Ave ac:0.002871,0.004710
Initialization: 7.661000
Memcpy Classifiers: 0.638000
Memcpy Instances: 10.591000
Kernel 1: 0.033000
Kernel 2: 95.370003
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001566 1.000000 fi:0.131563. Ave ac:0.003451,0.004568
Initialization: 6.297000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.883000
Kernel 1: 0.024000
Kernel 2: 100.232002
Copyback: 0.018000
Sum: 0.046000
It 12,Best ac:0.001342 1.000000 fi:0.125569. Ave ac:0.002683,0.003476
Initialization: 6.714000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.370000
Kernel 1: 0.024000
Kernel 2: 100.149002
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.002013 1.000000 fi:0.134345. Ave ac:0.002776,0.003973
Initialization: 7.195000
Memcpy Classifiers: 0.450000
Memcpy Instances: 12.199000
Kernel 1: 0.024000
Kernel 2: 100.740997
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001566 1.000000 fi:0.132793. Ave ac:0.003157,0.005083
Initialization: 6.169000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.935000
Kernel 1: 0.034000
Kernel 2: 97.612999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001118 1.000000 fi:0.134793. Ave ac:0.002516,0.003182
Initialization: 6.328000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.885000
Kernel 1: 0.023000
Kernel 2: 98.007004
Copyback: 0.369000
Sum: 0.044000
It 16,Best ac:0.002013 1.000000 fi:0.127096. Ave ac:0.002847,0.004364
Initialization: 6.614000
Memcpy Classifiers: 0.712000
Memcpy Instances: 13.940000
Kernel 1: 0.031000
Kernel 2: 96.602997
Copyback: 0.016000
Sum: 0.030000
It 17,Best ac:0.001119 1.000000 fi:0.132069. Ave ac:0.002691,0.002698
Initialization: 6.276000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 97.953003
Copyback: 0.016000
Sum: 0.032000
It 18,Best ac:0.001118 1.000000 fi:0.143837. Ave ac:0.002534,0.004330
Initialization: 6.374000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.905000
Kernel 1: 0.023000
Kernel 2: 94.209999
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.004027 1.000000 fi:0.124199. Ave ac:0.002039,0.002514
Initialization: 6.320000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.887000
Kernel 1: 0.025000
Kernel 2: 93.037003
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001119 1.000000 fi:0.126640. Ave ac:0.001887,0.002225
Initialization: 6.304000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.020000
Kernel 1: 0.022000
Kernel 2: 94.016998
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001119 1.000000 fi:0.127832. Ave ac:0.002613,0.003107
Initialization: 6.362000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.131000
Kernel 1: 0.033000
Kernel 2: 97.276001
Copyback: 0.018000
Sum: 0.044000
It 22,Best ac:0.001789 1.000000 fi:0.133044. Ave ac:0.002532,0.002829
Initialization: 6.321000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 95.807999
Copyback: 0.018000
Sum: 0.032000
It 23,Best ac:0.001119 1.000000 fi:0.134966. Ave ac:0.001758,0.003001
Initialization: 9.445000
Memcpy Classifiers: 0.594000
Memcpy Instances: 10.951000
Kernel 1: 0.025000
Kernel 2: 96.379997
Copyback: 0.018000
Sum: 0.044000
It 24,Best ac:0.001118 1.000000 fi:0.131728. Ave ac:0.001854,0.003240
Initialization: 6.422000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.584000
Kernel 1: 0.023000
Kernel 2: 97.837997
Copyback: 0.018000
Sum: 0.039000
It 25,Best ac:0.002684 1.000000 fi:0.135982. Ave ac:0.002904,0.003583
Initialization: 6.295000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.314000
Kernel 1: 0.024000
Kernel 2: 101.294998
Copyback: 0.016000
Sum: 0.029000
It 26,Best ac:0.001566 1.000000 fi:0.128393. Ave ac:0.002418,0.003138
Initialization: 7.456000
Memcpy Classifiers: 0.473000
Memcpy Instances: 11.731000
Kernel 1: 0.033000
Kernel 2: 95.169998
Copyback: 0.016000
Sum: 0.034000
It 27,Best ac:0.002461 1.000000 fi:0.128372. Ave ac:0.002768,0.004809
Initialization: 6.327000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 95.514999
Copyback: 0.016000
Sum: 0.031000
It 28,Best ac:0.001342 1.000000 fi:0.130465. Ave ac:0.001686,0.001640
MDL Theory Length Weight: 0.9403248135 (10)
Initialization: 6.306000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.864000
Kernel 1: 0.034000
Kernel 2: 94.728996
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001118 1.000000 fi:0.124738. Ave ac:0.002075,0.003847
Initialization: 6.348000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.339000
Kernel 1: 0.023000
Kernel 2: 98.108002
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.001118 1.000000 fi:0.128551. Ave ac:0.002162,0.002605
Initialization: 6.485000
Memcpy Classifiers: 0.435000
Memcpy Instances: 12.100000
Kernel 1: 0.024000
Kernel 2: 96.389999
Copyback: 0.018000
Sum: 0.038000
It 31,Best ac:0.001119 1.000000 fi:0.125693. Ave ac:0.001892,0.002127
Initialization: 6.288000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.377000
Kernel 1: 0.032000
Kernel 2: 98.415001
Copyback: 0.016000
Sum: 0.030000
It 32,Best ac:0.002237 1.000000 fi:0.120371. Ave ac:0.002057,0.002526
Initialization: 7.995000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.535000
Kernel 1: 0.024000
Kernel 2: 98.023003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.002013 1.000000 fi:0.127172. Ave ac:0.001411,0.001573
Initialization: 24.364000
Memcpy Instances: 523.979980
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 539.690002
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 518.112000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.019000
Kernel 2: 519.205017
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 520.440002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 514.130981
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 525.366028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.011000
Kernel 2: 517.793030
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 518.593994
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 520.723022
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 522.320984
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 511.485992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.011000
Kernel 2: 521.004028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.011000
Kernel 2: 513.793030
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.011000
Kernel 2: 167.072006
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001807 0.784466 fi:0.342782. Ave ac:0.001693,0.005833
Best acc 0.001807 0.784466
Initialization: 6.281000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.905000
Kernel 1: 0.026000
Kernel 2: 108.972000
Copyback: 0.016000
Sum: 0.042000
Initial population average accuracy1:0.005569 accuracy2:0.254826
Initialization: 6.297000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.858000
Kernel 1: 0.025000
Kernel 2: 110.842003
Copyback: 0.020000
Sum: 0.033000
It 0,Best ac:0.001566 0.875000 fi:0.224758. Ave ac:0.006462,0.011541
Initialization: 6.266000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 111.757004
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.000895 0.800000 fi:0.312659. Ave ac:0.007248,0.011792
Initialization: 6.307000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.861000
Kernel 1: 0.025000
Kernel 2: 110.150002
Copyback: 0.016000
Sum: 0.031000
It 2,Best ac:0.000895 1.000000 fi:0.111931. Ave ac:0.006606,0.009035
Initialization: 6.325000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.851000
Kernel 1: 0.023000
Kernel 2: 108.681000
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.001118 1.000000 fi:0.099922. Ave ac:0.005768,0.009066
Initialization: 6.158000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.868000
Kernel 1: 0.024000
Kernel 2: 105.898003
Copyback: 0.016000
Sum: 0.031000
It 4,Best ac:0.001119 1.000000 fi:0.099922. Ave ac:0.004944,0.007486
Initialization: 6.334000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.861000
Kernel 1: 0.023000
Kernel 2: 107.084999
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001118 1.000000 fi:0.099922. Ave ac:0.005454,0.007657
Initialization: 6.311000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.864000
Kernel 1: 0.023000
Kernel 2: 104.473999
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001789 1.000000 fi:0.099676. Ave ac:0.004402,0.006393
Initialization: 6.303000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 103.129997
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001119 1.000000 fi:0.099922. Ave ac:0.003966,0.005346
Initialization: 6.366000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 104.706001
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.002013 1.000000 fi:0.099593. Ave ac:0.003836,0.005233
Initialization: 6.349000
Memcpy Classifiers: 0.564000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 101.541000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.002013 1.000000 fi:0.099593. Ave ac:0.003898,0.005476
Iteration 10:MDL fitness activated
Error 0.099593 TL 0.036600
MDL Theory Length Weight: 0.9070340713 (1)
Initialization: 6.198000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.836000
Kernel 1: 0.025000
Kernel 2: 103.384003
Copyback: 0.017000
Sum: 0.039000
It 10,Best ac:0.001118 1.000000 fi:0.132543. Ave ac:0.003227,0.004764
Initialization: 6.268000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 101.139999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.002908 1.000000 fi:0.127874. Ave ac:0.003226,0.004347
Initialization: 6.328000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 97.865997
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.001342 1.000000 fi:0.133222. Ave ac:0.002044,0.003492
Initialization: 6.402000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 97.522003
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.002685 1.000000 fi:0.126666. Ave ac:0.002419,0.003565
Initialization: 6.294000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 96.163002
Copyback: 0.016000
Sum: 0.031000
It 14,Best ac:0.002013 1.000000 fi:0.125769. Ave ac:0.003047,0.004874
Initialization: 6.273000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.886000
Kernel 1: 0.026000
Kernel 2: 99.360001
Copyback: 0.016000
Sum: 0.037000
It 15,Best ac:0.002013 1.000000 fi:0.127135. Ave ac:0.003445,0.004882
Initialization: 6.839000
Memcpy Classifiers: 0.663000
Memcpy Instances: 12.736000
Kernel 1: 0.026000
Kernel 2: 92.677002
Copyback: 0.018000
Sum: 0.046000
It 16,Best ac:0.001566 1.000000 fi:0.127009. Ave ac:0.001959,0.003929
Initialization: 6.300000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.094000
Kernel 1: 0.024000
Kernel 2: 95.526001
Copyback: 0.018000
Sum: 0.039000
It 17,Best ac:0.001342 1.000000 fi:0.122319. Ave ac:0.003203,0.005604
Initialization: 8.717000
Memcpy Classifiers: 0.595000
Memcpy Instances: 11.932000
Kernel 1: 0.025000
Kernel 2: 94.491997
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.002013 1.000000 fi:0.125352. Ave ac:0.002408,0.003463
Initialization: 6.460000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 96.633003
Copyback: 0.055000
Sum: 0.040000
It 19,Best ac:0.001119 1.000000 fi:0.123215. Ave ac:0.003234,0.004273
Initialization: 6.356000
Memcpy Classifiers: 0.351000
Memcpy Instances: 10.525000
Kernel 1: 0.022000
Kernel 2: 96.736000
Copyback: 0.016000
Sum: 0.032000
It 20,Best ac:0.002460 1.000000 fi:0.128221. Ave ac:0.002988,0.003620
Initialization: 8.567000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 96.438004
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001566 1.000000 fi:0.120493. Ave ac:0.002148,0.002388
Initialization: 6.469000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 95.946999
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001119 1.000000 fi:0.121229. Ave ac:0.002678,0.004271
Initialization: 6.256000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 97.441002
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001118 1.000000 fi:0.128095. Ave ac:0.002436,0.004673
Initialization: 7.009000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.245000
Kernel 1: 0.023000
Kernel 2: 93.458000
Copyback: 0.018000
Sum: 0.037000
It 24,Best ac:0.001566 1.000000 fi:0.121065. Ave ac:0.003085,0.005297
Initialization: 6.330000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 94.706001
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.001118 1.000000 fi:0.125047. Ave ac:0.002596,0.004964
Initialization: 6.283000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 93.556000
Copyback: 0.018000
Sum: 0.030000
It 26,Best ac:0.001342 1.000000 fi:0.122318. Ave ac:0.002968,0.004002
Initialization: 7.436000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.596000
Kernel 1: 0.023000
Kernel 2: 97.065002
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001118 1.000000 fi:0.124412. Ave ac:0.002170,0.002660
Initialization: 7.103000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.916000
Kernel 1: 0.024000
Kernel 2: 97.155998
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001119 1.000000 fi:0.119480. Ave ac:0.002681,0.003146
Initialization: 6.364000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.862000
Kernel 1: 0.023000
Kernel 2: 97.080002
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.004027 1.000000 fi:0.115741. Ave ac:0.002201,0.003848
Initialization: 6.301000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.833000
Kernel 1: 0.025000
Kernel 2: 100.707001
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001342 1.000000 fi:0.120416. Ave ac:0.003640,0.005386
Initialization: 6.313000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.848000
Kernel 1: 0.025000
Kernel 2: 95.801003
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001342 1.000000 fi:0.119392. Ave ac:0.002695,0.004152
Initialization: 6.303000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.862000
Kernel 1: 0.025000
Kernel 2: 95.344002
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.002237 1.000000 fi:0.118911. Ave ac:0.002788,0.003179
Initialization: 6.343000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 98.460999
Copyback: 0.018000
Sum: 0.037000
It 33,Best ac:0.001342 1.000000 fi:0.119240. Ave ac:0.002466,0.003808
Initialization: 22.417999
Memcpy Instances: 551.560974
Memcpy Classifiers: 0.068000
Kernel 1: 0.026000
Kernel 2: 536.083008
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 545.929993
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.021000
Kernel 2: 536.244019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 518.310974
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 526.742981
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.021000
Kernel 2: 524.757996
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.102000
Kernel 1: 0.022000
Kernel 2: 537.325012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 554.549988
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.023000
Kernel 2: 533.177002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 531.252014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.021000
Kernel 2: 523.559998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 548.521973
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 518.905029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 168.380005
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001168 0.788520 fi:0.335874. Ave ac:0.002659,0.010000
Best acc 0.001168 0.788520
Rule:Att PSSM_-3_15 is [-3.796318,4.359592]|Att PSSM_-2_7 is [<-0.351369]|Att PSSM_0_4 is [<-1.310791]|Att PSSM_0_5 is [<4.022211]|Att PSSM_0_12 is [<-4.499491]|Att PSSM_0_16 is [<6.913993]|Att PSSM_1_7 is [<-1.117201]|Att PSSM_2_12 is [-5.411206,-3.743183]|Att PSSM_4_2 is [-5.849245,2.032436]|1
Accuracy : 0.734408
0	1	
162475	1605	
60713	9845	
Removed 331 instances. 223188 Instances left. Acc of rule 0.001168-0.788520
Initialization: 7.307000
Memcpy Classifiers: 0.935000
Memcpy Instances: 9.714000
Kernel 1: 0.026000
Kernel 2: 109.294998
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.006096 accuracy2:0.263981
Initialization: 6.366000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.855000
Kernel 1: 0.027000
Kernel 2: 107.232002
Copyback: 0.017000
Sum: 0.060000
It 0,Best ac:0.002464 0.846154 fi:0.253271. Ave ac:0.006973,0.011479
Initialization: 6.336000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 107.957001
Copyback: 0.019000
Sum: 0.042000
It 1,Best ac:0.001120 1.000000 fi:0.099920. Ave ac:0.005105,0.008816
Initialization: 6.304000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 108.283997
Copyback: 0.018000
Sum: 0.043000
It 2,Best ac:0.000896 1.000000 fi:0.108273. Ave ac:0.006086,0.010344
Initialization: 6.302000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.886000
Kernel 1: 0.023000
Kernel 2: 105.859001
Copyback: 0.020000
Sum: 0.047000
It 3,Best ac:0.000896 1.000000 fi:0.108273. Ave ac:0.005159,0.007992
Initialization: 7.221000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.356000
Kernel 1: 0.023000
Kernel 2: 103.646004
Copyback: 0.016000
Sum: 0.035000
It 4,Best ac:0.001792 1.000000 fi:0.099672. Ave ac:0.005057,0.008232
Initialization: 6.389000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.091000
Kernel 1: 0.023000
Kernel 2: 105.904999
Copyback: 0.018000
Sum: 0.043000
It 5,Best ac:0.001568 1.000000 fi:0.099755. Ave ac:0.004417,0.007786
Initialization: 6.282000
Memcpy Classifiers: 0.468000
Memcpy Instances: 12.218000
Kernel 1: 0.024000
Kernel 2: 104.239998
Copyback: 0.018000
Sum: 0.045000
It 6,Best ac:0.001120 1.000000 fi:0.099920. Ave ac:0.004605,0.008145
Initialization: 7.864000
Memcpy Classifiers: 0.469000
Memcpy Instances: 13.207000
Kernel 1: 0.026000
Kernel 2: 102.861000
Copyback: 0.017000
Sum: 0.039000
It 7,Best ac:0.001792 1.000000 fi:0.099673. Ave ac:0.004220,0.007019
Initialization: 6.324000
Memcpy Classifiers: 0.506000
Memcpy Instances: 12.345000
Kernel 1: 0.030000
Kernel 2: 102.089996
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001568 1.000000 fi:0.099755. Ave ac:0.003733,0.006021
Initialization: 6.472000
Memcpy Classifiers: 0.807000
Memcpy Instances: 14.494000
Kernel 1: 0.027000
Kernel 2: 98.526001
Copyback: 0.017000
Sum: 0.038000
It 9,Best ac:0.002464 1.000000 fi:0.099425. Ave ac:0.003139,0.006719
Iteration 10:MDL fitness activated
Error 0.099425 TL 0.039216
MDL Theory Length Weight: 0.8451022018 (1)
Initialization: 7.354000
Memcpy Classifiers: 0.465000
Memcpy Instances: 10.747000
Kernel 1: 0.033000
Kernel 2: 99.742996
Copyback: 0.018000
Sum: 0.048000
It 10,Best ac:0.001120 1.000000 fi:0.124551. Ave ac:0.003251,0.005555
Initialization: 6.353000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.845000
Kernel 1: 0.024000
Kernel 2: 97.514000
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.001344 1.000000 fi:0.122381. Ave ac:0.002776,0.004969
Initialization: 7.347000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.878000
Kernel 1: 0.022000
Kernel 2: 98.857002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.002016 1.000000 fi:0.127763. Ave ac:0.002014,0.003001
Initialization: 6.348000
Memcpy Classifiers: 0.462000
Memcpy Instances: 12.050000
Kernel 1: 0.023000
Kernel 2: 101.373001
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001120 1.000000 fi:0.127389. Ave ac:0.002141,0.003893
Initialization: 7.315000
Memcpy Classifiers: 0.468000
Memcpy Instances: 12.031000
Kernel 1: 0.025000
Kernel 2: 97.110001
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.001792 1.000000 fi:0.133113. Ave ac:0.002546,0.003634
Initialization: 6.741000
Memcpy Classifiers: 0.417000
Memcpy Instances: 10.566000
Kernel 1: 0.023000
Kernel 2: 98.990997
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001120 1.000000 fi:0.122466. Ave ac:0.003815,0.007442
Initialization: 8.641000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 102.403999
Copyback: 0.371000
Sum: 0.034000
It 16,Best ac:0.001568 1.000000 fi:0.120950. Ave ac:0.003257,0.005945
Initialization: 6.340000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.855000
Kernel 1: 0.025000
Kernel 2: 97.154999
Copyback: 0.016000
Sum: 0.035000
It 17,Best ac:0.001344 1.000000 fi:0.122089. Ave ac:0.003354,0.005168
Initialization: 6.268000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.873000
Kernel 1: 0.022000
Kernel 2: 94.925003
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001568 1.000000 fi:0.117354. Ave ac:0.002625,0.003900
Initialization: 6.295000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.871000
Kernel 1: 0.023000
Kernel 2: 94.111000
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001120 1.000000 fi:0.123821. Ave ac:0.002846,0.005898
Initialization: 6.379000
Memcpy Classifiers: 0.383000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 95.930000
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.001792 1.000000 fi:0.121211. Ave ac:0.003280,0.007823
Initialization: 6.255000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 95.044998
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001120 1.000000 fi:0.122463. Ave ac:0.002627,0.003458
Initialization: 6.166000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.857000
Kernel 1: 0.023000
Kernel 2: 95.803001
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001568 1.000000 fi:0.122650. Ave ac:0.002639,0.003111
Initialization: 6.307000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.879000
Kernel 1: 0.023000
Kernel 2: 95.375000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001120 1.000000 fi:0.122172. Ave ac:0.002677,0.003564
Initialization: 7.170000
Memcpy Classifiers: 0.689000
Memcpy Instances: 9.602000
Kernel 1: 0.025000
Kernel 2: 95.103996
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.002016 1.000000 fi:0.122485. Ave ac:0.002504,0.003207
Initialization: 7.655000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.149000
Kernel 1: 0.023000
Kernel 2: 94.311996
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001344 1.000000 fi:0.119837. Ave ac:0.002609,0.003705
Initialization: 6.985000
Memcpy Classifiers: 0.340000
Memcpy Instances: 12.581000
Kernel 1: 0.030000
Kernel 2: 94.847000
Copyback: 0.018000
Sum: 0.035000
It 26,Best ac:0.001120 1.000000 fi:0.121325. Ave ac:0.002232,0.003412
Initialization: 9.090000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 93.436996
Copyback: 0.018000
Sum: 0.034000
It 27,Best ac:0.001792 1.000000 fi:0.121314. Ave ac:0.002151,0.003012
MDL Theory Length Weight: 0.7605919816 (10)
Initialization: 6.480000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 93.820999
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001344 1.000000 fi:0.117572. Ave ac:0.002187,0.003892
Initialization: 6.420000
Memcpy Classifiers: 0.368000
Memcpy Instances: 8.841000
Kernel 1: 0.025000
Kernel 2: 94.209999
Copyback: 0.016000
Sum: 0.036000
It 29,Best ac:0.002465 1.000000 fi:0.118809. Ave ac:0.002850,0.004301
Initialization: 6.271000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 97.059998
Copyback: 0.016000
Sum: 0.031000
It 30,Best ac:0.001568 1.000000 fi:0.118580. Ave ac:0.002500,0.003167
Initialization: 6.308000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 92.988998
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001120 1.000000 fi:0.119449. Ave ac:0.002373,0.003729
Initialization: 6.391000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.851000
Kernel 1: 0.023000
Kernel 2: 93.957001
Copyback: 0.016000
Sum: 0.031000
It 32,Best ac:0.001120 1.000000 fi:0.120212. Ave ac:0.002807,0.004250
Initialization: 6.324000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.894000
Kernel 1: 0.023000
Kernel 2: 94.570999
Copyback: 0.016000
Sum: 0.031000
It 33,Best ac:0.001120 1.000000 fi:0.117809. Ave ac:0.003435,0.004526
Initialization: 22.549000
Memcpy Instances: 537.302979
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 505.259003
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 499.729004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.021000
Kernel 2: 507.562988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.016000
Kernel 2: 505.776001
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.020000
Kernel 2: 498.217010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.019000
Kernel 2: 509.139008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.020000
Kernel 2: 516.635986
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.021000
Kernel 2: 507.712006
Copyback: 0.364000
Sum: 0.005000
Memcpy Classifiers: 0.079000
Kernel 1: 0.018000
Kernel 2: 521.770996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 513.729980
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 506.953003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 505.868011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.021000
Kernel 2: 500.954987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 162.412003
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001505 0.790588 fi:0.330700. Ave ac:0.002660,0.010507
Best acc 0.001505 0.790588
Initialization: 6.405000
Memcpy Classifiers: 0.559000
Memcpy Instances: 13.554000
Kernel 1: 0.028000
Kernel 2: 107.595001
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005154 accuracy2:0.254276
Initialization: 6.355000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.865000
Kernel 1: 0.027000
Kernel 2: 109.397003
Copyback: 0.017000
Sum: 0.058000
It 0,Best ac:0.002017 0.750000 fi:0.349590. Ave ac:0.006350,0.010903
Initialization: 6.276000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.851000
Kernel 1: 0.025000
Kernel 2: 107.093002
Copyback: 0.019000
Sum: 0.044000
It 1,Best ac:0.001120 1.000000 fi:0.099920. Ave ac:0.005879,0.010227
Initialization: 6.298000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 107.774002
Copyback: 0.016000
Sum: 0.035000
It 2,Best ac:0.001344 1.000000 fi:0.099838. Ave ac:0.005148,0.008426
Initialization: 6.309000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.869000
Kernel 1: 0.025000
Kernel 2: 106.917000
Copyback: 0.016000
Sum: 0.035000
It 3,Best ac:0.001120 1.000000 fi:0.099920. Ave ac:0.004964,0.008632
Initialization: 6.323000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 106.217003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001568 1.000000 fi:0.099756. Ave ac:0.004463,0.007521
Initialization: 6.346000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 102.499001
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001344 1.000000 fi:0.099838. Ave ac:0.003482,0.005847
Initialization: 6.333000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 103.487999
Copyback: 0.016000
Sum: 0.034000
It 6,Best ac:0.001568 1.000000 fi:0.099756. Ave ac:0.004476,0.008900
Initialization: 6.273000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.888000
Kernel 1: 0.024000
Kernel 2: 101.807999
Copyback: 0.016000
Sum: 0.030000
It 7,Best ac:0.001568 1.000000 fi:0.099755. Ave ac:0.003724,0.008333
Initialization: 6.280000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 103.700996
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001568 1.000000 fi:0.099755. Ave ac:0.003533,0.006122
Initialization: 6.288000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 102.601997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.002016 1.000000 fi:0.099590. Ave ac:0.003691,0.005735
Iteration 10:MDL fitness activated
Error 0.099590 TL 0.038195
MDL Theory Length Weight: 0.8691302544 (1)
Initialization: 6.438000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.838000
Kernel 1: 0.023000
Kernel 2: 101.691002
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.001792 1.000000 fi:0.129817. Ave ac:0.003316,0.004727
Initialization: 6.302000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.863000
Kernel 1: 0.023000
Kernel 2: 102.568001
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.001120 1.000000 fi:0.120907. Ave ac:0.003058,0.004509
Initialization: 6.362000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 101.547997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001120 1.000000 fi:0.130592. Ave ac:0.002387,0.003141
Initialization: 6.428000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.835000
Kernel 1: 0.025000
Kernel 2: 102.238998
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001568 1.000000 fi:0.133141. Ave ac:0.002511,0.004319
Initialization: 6.314000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.868000
Kernel 1: 0.024000
Kernel 2: 100.195000
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001344 1.000000 fi:0.129466. Ave ac:0.002971,0.004047
Initialization: 6.366000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 102.464996
Copyback: 0.016000
Sum: 0.032000
It 15,Best ac:0.001568 1.000000 fi:0.128096. Ave ac:0.002826,0.003977
Initialization: 6.267000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 99.216003
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.001120 1.000000 fi:0.127197. Ave ac:0.002925,0.004617
Initialization: 6.316000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.864000
Kernel 1: 0.025000
Kernel 2: 95.878998
Copyback: 0.016000
Sum: 0.035000
It 17,Best ac:0.001120 1.000000 fi:0.124969. Ave ac:0.002854,0.004270
Initialization: 6.442000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.862000
Kernel 1: 0.023000
Kernel 2: 95.949997
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.001568 1.000000 fi:0.125580. Ave ac:0.002063,0.002428
Initialization: 6.302000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.855000
Kernel 1: 0.025000
Kernel 2: 94.408997
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001344 1.000000 fi:0.130506. Ave ac:0.002325,0.002677
Initialization: 6.302000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.830000
Kernel 1: 0.025000
Kernel 2: 93.801003
Copyback: 0.371000
Sum: 0.033000
It 20,Best ac:0.002016 1.000000 fi:0.125415. Ave ac:0.002587,0.003075
MDL Theory Length Weight: 0.7822172290 (10)
Initialization: 6.291000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 96.864998
Copyback: 0.016000
Sum: 0.036000
It 21,Best ac:0.002465 1.000000 fi:0.126835. Ave ac:0.002628,0.004366
Initialization: 6.187000
Memcpy Classifiers: 0.499000
Memcpy Instances: 8.860000
Kernel 1: 0.023000
Kernel 2: 94.433998
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.001120 1.000000 fi:0.126292. Ave ac:0.002055,0.002893
Initialization: 6.297000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.874000
Kernel 1: 0.023000
Kernel 2: 95.723000
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001568 1.000000 fi:0.130569. Ave ac:0.002863,0.003983
Initialization: 6.277000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.892000
Kernel 1: 0.023000
Kernel 2: 94.620003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001120 1.000000 fi:0.122015. Ave ac:0.002649,0.003534
Initialization: 6.119000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 97.115997
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001568 1.000000 fi:0.119803. Ave ac:0.002496,0.002626
Initialization: 6.325000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 95.257004
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001568 1.000000 fi:0.121782. Ave ac:0.002095,0.002121
Initialization: 6.211000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 91.966003
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.001568 1.000000 fi:0.119803. Ave ac:0.001782,0.002044
Initialization: 6.206000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 94.166000
Copyback: 0.016000
Sum: 0.040000
It 28,Best ac:0.002913 1.000000 fi:0.119307. Ave ac:0.002029,0.002529
Initialization: 6.267000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 94.296997
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001344 1.000000 fi:0.124792. Ave ac:0.002099,0.002409
Initialization: 6.137000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 91.806000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001793 1.000000 fi:0.122915. Ave ac:0.002614,0.002857
Initialization: 6.372000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.835000
Kernel 1: 0.025000
Kernel 2: 92.115997
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001344 1.000000 fi:0.122298. Ave ac:0.001618,0.001844
Initialization: 6.351000
Memcpy Classifiers: 0.446000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 94.712997
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.003583 1.000000 fi:0.124077. Ave ac:0.002573,0.002474
Initialization: 6.352000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 92.829002
Copyback: 0.016000
Sum: 0.032000
It 33,Best ac:0.001120 1.000000 fi:0.126980. Ave ac:0.002263,0.002182
Initialization: 22.503000
Memcpy Instances: 434.246002
Memcpy Classifiers: 0.098000
Kernel 1: 0.024000
Kernel 2: 492.868988
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 506.894012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 506.342987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 497.295013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 501.096985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 514.447998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 506.020996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 507.268005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 505.492004
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 509.796997
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.071000
Kernel 1: 0.017000
Kernel 2: 501.441010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 514.802002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 508.417999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 161.746994
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001806 0.777992 fi:0.346740. Ave ac:0.002284,0.007967
Best acc 0.001806 0.777992
Rule:Att PSSM_-2_1 is [-2.403061,2.215613]|Att PSSM_-1_10 is [0.429397,4.566049]|Att PSSM_0_3 is [<-2.743282]|Att PSSM_0_12 is [<-2.311547]|Att PSSM_1_10 is [-0.617725,6.998417]|Att PSSM_3_15 is [<-0.878155]|Att PSSM_4_8 is [-3.563547,7.563547]|Att PSSM_4_9 is [<5.513356]|Att PSSM_4_12 is [<-1.413441]|1
Accuracy : 0.735461
0	1	
162386	1694	
60377	10181	
Removed 425 instances. 222763 Instances left. Acc of rule 0.001505-0.790588
Initialization: 6.298000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.916000
Kernel 1: 0.023000
Kernel 2: 107.168999
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005595 accuracy2:0.246164
Initialization: 6.279000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.853000
Kernel 1: 0.028000
Kernel 2: 110.147003
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.001122 0.833333 fi:0.266585. Ave ac:0.007071,0.009979
Initialization: 6.550000
Memcpy Classifiers: 0.553000
Memcpy Instances: 11.131000
Kernel 1: 0.025000
Kernel 2: 106.288002
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.000898 1.000000 fi:0.103102. Ave ac:0.006839,0.009469
Initialization: 6.293000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 104.036003
Copyback: 0.017000
Sum: 0.038000
It 2,Best ac:0.001795 0.888889 fi:0.210780. Ave ac:0.006108,0.010017
Initialization: 8.983000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 103.174004
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.001347 1.000000 fi:0.099835. Ave ac:0.006293,0.011239
Initialization: 6.245000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.870000
Kernel 1: 0.025000
Kernel 2: 101.064003
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.000898 1.000000 fi:0.103844. Ave ac:0.005930,0.010946
Initialization: 6.256000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.846000
Kernel 1: 0.025000
Kernel 2: 97.942001
Copyback: 0.016000
Sum: 0.033000
It 5,Best ac:0.001347 1.000000 fi:0.099835. Ave ac:0.005633,0.009305
Initialization: 6.342000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 97.213997
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001347 1.000000 fi:0.099835. Ave ac:0.005073,0.007928
Initialization: 6.297000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.829000
Kernel 1: 0.026000
Kernel 2: 97.843002
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.000898 1.000000 fi:0.103102. Ave ac:0.005415,0.008484
Initialization: 6.297000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 94.903999
Copyback: 0.016000
Sum: 0.030000
It 8,Best ac:0.001795 1.000000 fi:0.099669. Ave ac:0.005577,0.008231
Initialization: 6.260000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.850000
Kernel 1: 0.025000
Kernel 2: 93.864998
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.002021 1.000000 fi:0.099586. Ave ac:0.005203,0.008756
Iteration 10:MDL fitness activated
Error 0.099586 TL 0.049660
MDL Theory Length Weight: 0.6684431191 (1)
Initialization: 6.330000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 93.514999
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.000898 1.000000 fi:0.120952. Ave ac:0.003679,0.006108
Initialization: 6.283000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 93.084000
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.001571 1.000000 fi:0.116835. Ave ac:0.002940,0.004207
Initialization: 6.310000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 95.141998
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.001346 1.000000 fi:0.124001. Ave ac:0.002765,0.003651
Initialization: 6.339000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 92.195999
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.001346 1.000000 fi:0.123205. Ave ac:0.002702,0.003728
Initialization: 6.273000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 94.334999
Copyback: 0.016000
Sum: 0.028000
It 14,Best ac:0.000898 1.000000 fi:0.120210. Ave ac:0.002811,0.003839
Initialization: 6.301000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.845000
Kernel 1: 0.023000
Kernel 2: 93.408997
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.002021 1.000000 fi:0.117716. Ave ac:0.002277,0.003001
Initialization: 6.313000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 93.070000
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001571 1.000000 fi:0.121733. Ave ac:0.002720,0.004596
Initialization: 6.396000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 91.808998
Copyback: 0.016000
Sum: 0.033000
It 17,Best ac:0.002021 1.000000 fi:0.118146. Ave ac:0.002898,0.004790
Initialization: 6.385000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.848000
Kernel 1: 0.023000
Kernel 2: 95.350998
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001122 1.000000 fi:0.117408. Ave ac:0.002645,0.003608
Initialization: 6.337000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 95.512001
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001571 1.000000 fi:0.120280. Ave ac:0.002184,0.002831
Initialization: 6.277000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 92.957001
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.004265 1.000000 fi:0.115697. Ave ac:0.002398,0.002917
Initialization: 6.280000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.844000
Kernel 1: 0.025000
Kernel 2: 91.195000
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001571 1.000000 fi:0.118802. Ave ac:0.002125,0.003252
Initialization: 6.330000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.832000
Kernel 1: 0.025000
Kernel 2: 89.445999
Copyback: 0.017000
Sum: 0.037000
It 22,Best ac:0.002020 1.000000 fi:0.116519. Ave ac:0.002381,0.003371
Initialization: 6.301000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.867000
Kernel 1: 0.023000
Kernel 2: 90.323997
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.002694 1.000000 fi:0.118399. Ave ac:0.002665,0.005479
Initialization: 6.348000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 88.231003
Copyback: 0.371000
Sum: 0.043000
It 24,Best ac:0.002245 1.000000 fi:0.115873. Ave ac:0.002259,0.002978
Initialization: 6.270000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.866000
Kernel 1: 0.021000
Kernel 2: 86.800003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001795 1.000000 fi:0.118841. Ave ac:0.002137,0.002763
Initialization: 6.316000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.624000
Kernel 1: 0.026000
Kernel 2: 87.962997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001347 1.000000 fi:0.116729. Ave ac:0.002467,0.002918
Initialization: 6.359000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 86.599998
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.002469 1.000000 fi:0.119773. Ave ac:0.002279,0.002565
Initialization: 6.568000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 86.067001
Copyback: 0.016000
Sum: 0.032000
It 28,Best ac:0.003816 1.000000 fi:0.114395. Ave ac:0.002143,0.003022
Initialization: 6.283000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.854000
Kernel 1: 0.022000
Kernel 2: 87.102997
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.001795 1.000000 fi:0.113402. Ave ac:0.002518,0.003873
Initialization: 6.301000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.833000
Kernel 1: 0.025000
Kernel 2: 85.263000
Copyback: 0.016000
Sum: 0.032000
It 30,Best ac:0.001346 1.000000 fi:0.117873. Ave ac:0.002127,0.002704
Initialization: 6.250000
Memcpy Classifiers: 0.391000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 83.288002
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001571 1.000000 fi:0.114412. Ave ac:0.002551,0.002789
Initialization: 6.266000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 83.388000
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.002020 1.000000 fi:0.118449. Ave ac:0.001887,0.002066
Initialization: 6.403000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 84.508003
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001571 1.000000 fi:0.116175. Ave ac:0.002390,0.002826
Initialization: 23.076000
Memcpy Instances: 433.694000
Memcpy Classifiers: 0.077000
Kernel 1: 0.026000
Kernel 2: 493.023010
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 470.588989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 481.717010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 477.867004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.011000
Kernel 2: 472.539001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 474.584015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 490.216003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 475.436005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 487.681000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 477.360992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 477.229004
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 480.993011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 415.640991
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001006 0.835821 fi:0.282178. Ave ac:0.002103,0.007151
Best acc 0.001006 0.835821
Initialization: 6.725000
Memcpy Classifiers: 0.820000
Memcpy Instances: 9.346000
Kernel 1: 0.026000
Kernel 2: 108.266998
Copyback: 0.016000
Sum: 0.041000
Initial population average accuracy1:0.007604 accuracy2:0.268949
Initialization: 8.206000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.249000
Kernel 1: 0.023000
Kernel 2: 108.096001
Copyback: 0.018000
Sum: 0.058000
It 0,Best ac:0.001347 1.000000 fi:0.099835. Ave ac:0.008216,0.014588
Initialization: 6.530000
Memcpy Classifiers: 0.577000
Memcpy Instances: 10.842000
Kernel 1: 0.032000
Kernel 2: 107.280998
Copyback: 0.018000
Sum: 0.074000
It 1,Best ac:0.000898 1.000000 fi:0.103844. Ave ac:0.006794,0.011696
Initialization: 9.240000
Memcpy Classifiers: 0.700000
Memcpy Instances: 12.718000
Kernel 1: 0.026000
Kernel 2: 105.782997
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.001347 1.000000 fi:0.099835. Ave ac:0.005576,0.010368
Initialization: 8.195000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.685000
Kernel 1: 0.023000
Kernel 2: 104.705002
Copyback: 0.019000
Sum: 0.045000
It 3,Best ac:0.002020 1.000000 fi:0.099586. Ave ac:0.005602,0.012012
Initialization: 8.580000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.794000
Kernel 1: 0.033000
Kernel 2: 99.170998
Copyback: 0.018000
Sum: 0.030000
It 4,Best ac:0.000898 1.000000 fi:0.103844. Ave ac:0.004748,0.009126
Initialization: 7.279000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.102000
Kernel 1: 0.032000
Kernel 2: 98.348999
Copyback: 0.017000
Sum: 0.038000
It 5,Best ac:0.000898 1.000000 fi:0.103844. Ave ac:0.004234,0.007149
Initialization: 6.729000
Memcpy Classifiers: 0.449000
Memcpy Instances: 10.272000
Kernel 1: 0.033000
Kernel 2: 97.594002
Copyback: 0.017000
Sum: 0.044000
It 6,Best ac:0.002469 1.000000 fi:0.099419. Ave ac:0.004779,0.006860
Initialization: 7.547000
Memcpy Classifiers: 0.511000
Memcpy Instances: 10.927000
Kernel 1: 0.023000
Kernel 2: 98.402000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.002469 1.000000 fi:0.099419. Ave ac:0.004705,0.009589
Initialization: 8.038000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 96.739998
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.002021 1.000000 fi:0.099586. Ave ac:0.003329,0.005487
Initialization: 6.241000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.883000
Kernel 1: 0.024000
Kernel 2: 92.615997
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.002021 1.000000 fi:0.099586. Ave ac:0.002866,0.004514
Iteration 10:MDL fitness activated
Error 0.099586 TL 0.038871
MDL Theory Length Weight: 0.8539829589 (4)
Initialization: 6.270000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 92.932999
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001347 1.000000 fi:0.124950. Ave ac:0.002826,0.004774
Initialization: 6.309000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 94.676003
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001122 1.000000 fi:0.125675. Ave ac:0.002991,0.004074
Initialization: 6.239000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 93.443001
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001123 1.000000 fi:0.125800. Ave ac:0.002711,0.003876
Initialization: 6.294000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.859000
Kernel 1: 0.023000
Kernel 2: 92.278000
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000898 1.000000 fi:0.127995. Ave ac:0.002799,0.003759
Initialization: 6.281000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.875000
Kernel 1: 0.023000
Kernel 2: 90.949997
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000898 1.000000 fi:0.130559. Ave ac:0.002270,0.007048
Initialization: 6.323000
Memcpy Classifiers: 0.389000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 92.093002
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.002694 1.000000 fi:0.124950. Ave ac:0.002406,0.003959
Initialization: 6.250000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 92.664001
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.001122 1.000000 fi:0.119328. Ave ac:0.002805,0.006088
Initialization: 6.304000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 88.289001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.003366 1.000000 fi:0.121999. Ave ac:0.002282,0.003411
Initialization: 6.273000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 91.653999
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001571 1.000000 fi:0.124107. Ave ac:0.002204,0.003048
Initialization: 6.338000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.852000
Kernel 1: 0.025000
Kernel 2: 92.294998
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.002245 1.000000 fi:0.121647. Ave ac:0.002152,0.003931
Initialization: 6.257000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 91.946999
Copyback: 0.018000
Sum: 0.032000
It 20,Best ac:0.001122 1.000000 fi:0.123497. Ave ac:0.002515,0.004409
Initialization: 6.276000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 91.286003
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.001347 1.000000 fi:0.123117. Ave ac:0.002108,0.002930
Initialization: 6.313000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.844000
Kernel 1: 0.023000
Kernel 2: 89.129997
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.001571 1.000000 fi:0.124997. Ave ac:0.002337,0.002458
Initialization: 6.266000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 89.339996
Copyback: 0.016000
Sum: 0.028000
It 23,Best ac:0.001122 1.000000 fi:0.127376. Ave ac:0.001949,0.003209
Initialization: 6.310000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.830000
Kernel 1: 0.025000
Kernel 2: 89.694000
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.002469 1.000000 fi:0.125808. Ave ac:0.003110,0.005070
Initialization: 6.245000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.875000
Kernel 1: 0.023000
Kernel 2: 90.468002
Copyback: 0.016000
Sum: 0.031000
It 25,Best ac:0.001796 1.000000 fi:0.121244. Ave ac:0.002335,0.003062
MDL Theory Length Weight: 0.7685846630 (10)
Initialization: 6.312000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.847000
Kernel 1: 0.025000
Kernel 2: 88.075996
Copyback: 0.016000
Sum: 0.032000
It 26,Best ac:0.001122 1.000000 fi:0.120095. Ave ac:0.001843,0.002729
Initialization: 6.284000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 89.907997
Copyback: 0.016000
Sum: 0.031000
It 27,Best ac:0.001346 1.000000 fi:0.120974. Ave ac:0.002530,0.004107
Initialization: 6.255000
Memcpy Classifiers: 0.391000
Memcpy Instances: 8.843000
Kernel 1: 0.023000
Kernel 2: 89.411003
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001122 1.000000 fi:0.117387. Ave ac:0.002260,0.003731
Initialization: 6.318000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.830000
Kernel 1: 0.025000
Kernel 2: 91.655998
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001571 1.000000 fi:0.118370. Ave ac:0.002803,0.004078
Initialization: 6.299000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 87.363998
Copyback: 0.016000
Sum: 0.034000
It 30,Best ac:0.001346 1.000000 fi:0.120012. Ave ac:0.002775,0.003764
Initialization: 6.229000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.851000
Kernel 1: 0.023000
Kernel 2: 88.652000
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.002693 1.000000 fi:0.113975. Ave ac:0.003293,0.006486
Initialization: 6.272000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.833000
Kernel 1: 0.023000
Kernel 2: 90.271004
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.002020 1.000000 fi:0.119762. Ave ac:0.002717,0.005196
Initialization: 6.260000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.868000
Kernel 1: 0.024000
Kernel 2: 88.085999
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001347 1.000000 fi:0.117805. Ave ac:0.003041,0.003559
Initialization: 23.243000
Memcpy Instances: 433.609985
Memcpy Classifiers: 0.068000
Kernel 1: 0.026000
Kernel 2: 496.355988
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 506.174011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 497.308990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 505.820007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 497.337006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 509.339996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 490.721985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.011000
Kernel 2: 488.299011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 485.039001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 498.403015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 499.678986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 481.989990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.011000
Kernel 2: 433.391998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001989 0.771777 fi:0.342459. Ave ac:0.003088,0.011355
Best acc 0.001989 0.771777
Rule:Att PSSM_-3_4 is [-6.813887,-3.102322]|Att PSSM_-2_3 is [<-0.415582]|Att PSSM_-1_12 is [<-2.908425]|Att PSSM_0_6 is [<-3.055585]|Att PSSM_0_15 is [<7.215691]|Att PSSM_1_3 is [<-2.443186]|Att PSSM_1_8 is [-4.352947,6.737788]|Att PSSM_1_20 is [-2.973063,4.973063]|Att PSSM_2_7 is [<0.495807]|1
Accuracy : 0.736228
0	1	
162342	1738	
60153	10405	
Removed 268 instances. 222495 Instances left. Acc of rule 0.001006-0.835821
Initialization: 6.500000
Memcpy Classifiers: 0.578000
Memcpy Instances: 8.847000
Kernel 1: 0.025000
Kernel 2: 108.183998
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005520 accuracy2:0.266058
Initialization: 6.280000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.854000
Kernel 1: 0.025000
Kernel 2: 109.808998
Copyback: 0.017000
Sum: 0.058000
It 0,Best ac:0.000674 1.000000 fi:0.325090. Ave ac:0.006459,0.012473
Initialization: 6.284000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.838000
Kernel 1: 0.025000
Kernel 2: 106.691002
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.002247 0.769231 fi:0.330269. Ave ac:0.005395,0.009190
Initialization: 6.279000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.859000
Kernel 1: 0.023000
Kernel 2: 104.959999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001349 1.000000 fi:0.099833. Ave ac:0.005078,0.010405
Initialization: 6.326000
Memcpy Classifiers: 0.540000
Memcpy Instances: 11.072000
Kernel 1: 0.023000
Kernel 2: 103.759003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000899 1.000000 fi:0.100120. Ave ac:0.004160,0.006492
Initialization: 6.300000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 103.558998
Copyback: 0.017000
Sum: 0.038000
It 4,Best ac:0.001124 1.000000 fi:0.099917. Ave ac:0.003980,0.008727
Initialization: 6.286000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 100.267998
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.001573 1.000000 fi:0.099750. Ave ac:0.003393,0.005410
Initialization: 6.361000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 97.806999
Copyback: 0.016000
Sum: 0.038000
It 6,Best ac:0.001124 1.000000 fi:0.099917. Ave ac:0.003413,0.007209
Initialization: 6.270000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 96.280998
Copyback: 0.017000
Sum: 0.041000
It 7,Best ac:0.002247 1.000000 fi:0.099500. Ave ac:0.004033,0.007843
Initialization: 6.309000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 96.320000
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.002023 1.000000 fi:0.099583. Ave ac:0.003615,0.006378
Initialization: 6.306000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.855000
Kernel 1: 0.025000
Kernel 2: 96.568001
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.001348 1.000000 fi:0.099833. Ave ac:0.003007,0.003983
Iteration 10:MDL fitness activated
Error 0.099833 TL 0.033609
MDL Theory Length Weight: 0.9901353912 (3)
Initialization: 6.246000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 97.468002
Copyback: 0.016000
Sum: 0.032000
It 10,Best ac:0.001798 1.000000 fi:0.130420. Ave ac:0.003639,0.006660
Initialization: 6.325000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 97.651001
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.004045 1.000000 fi:0.119986. Ave ac:0.003342,0.004056
Initialization: 6.342000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 99.592003
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.001573 1.000000 fi:0.122562. Ave ac:0.003633,0.009723
Initialization: 6.256000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 104.042000
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.003146 1.000000 fi:0.120470. Ave ac:0.003655,0.006302
Initialization: 6.296000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.836000
Kernel 1: 0.025000
Kernel 2: 101.250999
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.001349 1.000000 fi:0.120498. Ave ac:0.003053,0.005609
Initialization: 6.266000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.857000
Kernel 1: 0.023000
Kernel 2: 96.032997
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000899 1.000000 fi:0.123705. Ave ac:0.002960,0.005259
Initialization: 6.256000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.830000
Kernel 1: 0.024000
Kernel 2: 100.180000
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001348 1.000000 fi:0.122645. Ave ac:0.002700,0.003851
Initialization: 6.227000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 97.016998
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.001573 1.000000 fi:0.121395. Ave ac:0.002654,0.005884
Initialization: 6.308000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 96.404999
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001348 1.000000 fi:0.121706. Ave ac:0.002810,0.004001
Initialization: 6.311000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.830000
Kernel 1: 0.025000
Kernel 2: 97.473999
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.000899 1.000000 fi:0.134387. Ave ac:0.002730,0.004174
Initialization: 6.317000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 101.416000
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.001348 1.000000 fi:0.125650. Ave ac:0.002896,0.006532
MDL Theory Length Weight: 0.8911218521 (10)
Initialization: 6.244000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.845000
Kernel 1: 0.025000
Kernel 2: 97.073997
Copyback: 0.016000
Sum: 0.029000
It 21,Best ac:0.002022 1.000000 fi:0.117622. Ave ac:0.002847,0.004495
Initialization: 6.281000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 98.814003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001348 1.000000 fi:0.125195. Ave ac:0.003409,0.009370
Initialization: 6.221000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 98.075996
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001348 1.000000 fi:0.124619. Ave ac:0.003123,0.004754
Initialization: 6.293000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.888000
Kernel 1: 0.024000
Kernel 2: 100.350998
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.000899 1.000000 fi:0.117809. Ave ac:0.002807,0.004906
Initialization: 6.251000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 99.593002
Copyback: 0.016000
Sum: 0.034000
It 25,Best ac:0.001573 1.000000 fi:0.122381. Ave ac:0.003219,0.006172
Initialization: 6.259000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 97.946999
Copyback: 0.016000
Sum: 0.030000
It 26,Best ac:0.002023 1.000000 fi:0.124384. Ave ac:0.003577,0.005220
Initialization: 7.360000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.912000
Kernel 1: 0.023000
Kernel 2: 95.328003
Copyback: 0.018000
Sum: 0.042000
It 27,Best ac:0.001798 1.000000 fi:0.119776. Ave ac:0.003198,0.005109
Initialization: 6.282000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 93.112000
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001348 1.000000 fi:0.120364. Ave ac:0.003747,0.006618
Initialization: 6.190000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.846000
Kernel 1: 0.023000
Kernel 2: 93.098000
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001124 1.000000 fi:0.122548. Ave ac:0.003676,0.005484
Initialization: 6.346000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 89.397003
Copyback: 0.017000
Sum: 0.037000
It 30,Best ac:0.001348 1.000000 fi:0.121060. Ave ac:0.003107,0.006721
MDL Theory Length Weight: 0.8020096669 (20)
Initialization: 6.384000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.797000
Kernel 1: 0.023000
Kernel 2: 87.612999
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001348 1.000000 fi:0.118730. Ave ac:0.002572,0.003932
Initialization: 6.323000
Memcpy Classifiers: 0.399000
Memcpy Instances: 12.557000
Kernel 1: 0.024000
Kernel 2: 87.125000
Copyback: 0.019000
Sum: 0.043000
It 32,Best ac:0.000899 1.000000 fi:0.117836. Ave ac:0.003143,0.004006
Initialization: 7.828000
Memcpy Classifiers: 0.381000
Memcpy Instances: 12.546000
Kernel 1: 0.023000
Kernel 2: 85.553001
Copyback: 0.016000
Sum: 0.031000
It 33,Best ac:0.002697 1.000000 fi:0.121330. Ave ac:0.002512,0.002706
Initialization: 29.377001
Memcpy Instances: 534.562012
Memcpy Classifiers: 0.069000
Kernel 1: 0.025000
Kernel 2: 490.673004
Copyback: 0.368000
Sum: 0.015000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 481.473999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 488.440002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.099000
Kernel 1: 0.022000
Kernel 2: 487.730011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.022000
Kernel 2: 494.144989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 486.669006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.015000
Kernel 2: 483.352997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 499.816986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.020000
Kernel 2: 490.639008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 495.101013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 521.715027
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 490.083008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 432.152008
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001317 0.777188 fi:0.347567. Ave ac:0.002360,0.008493
Best acc 0.001317 0.777188
Initialization: 6.475000
Memcpy Classifiers: 0.564000
Memcpy Instances: 8.856000
Kernel 1: 0.025000
Kernel 2: 108.015999
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.006098 accuracy2:0.267033
Initialization: 6.321000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.863000
Kernel 1: 0.023000
Kernel 2: 110.802002
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.000674 1.000000 fi:0.325090. Ave ac:0.007680,0.015624
Initialization: 6.337000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.843000
Kernel 1: 0.025000
Kernel 2: 110.542999
Copyback: 0.016000
Sum: 0.028000
It 1,Best ac:0.001348 1.000000 fi:0.099833. Ave ac:0.006665,0.015005
Initialization: 6.195000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 111.311996
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000899 1.000000 fi:0.100120. Ave ac:0.006385,0.010242
Initialization: 6.227000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.856000
Kernel 1: 0.023000
Kernel 2: 113.139999
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.001348 1.000000 fi:0.099834. Ave ac:0.005766,0.007765
Initialization: 6.312000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 113.337997
Copyback: 0.017000
Sum: 0.038000
It 4,Best ac:0.001348 1.000000 fi:0.099833. Ave ac:0.005373,0.008128
Initialization: 6.279000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.851000
Kernel 1: 0.025000
Kernel 2: 114.820000
Copyback: 0.016000
Sum: 0.031000
It 5,Best ac:0.001348 1.000000 fi:0.099833. Ave ac:0.006028,0.008582
Initialization: 6.233000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 111.922997
Copyback: 0.016000
Sum: 0.036000
It 6,Best ac:0.000899 1.000000 fi:0.100120. Ave ac:0.005688,0.009720
Initialization: 6.310000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 108.362999
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.002697 1.000000 fi:0.099333. Ave ac:0.004811,0.007864
Initialization: 6.362000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 108.639999
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.000899 1.000000 fi:0.100120. Ave ac:0.003169,0.005327
Initialization: 6.193000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.857000
Kernel 1: 0.025000
Kernel 2: 108.311996
Copyback: 0.016000
Sum: 0.035000
It 9,Best ac:0.002022 1.000000 fi:0.099583. Ave ac:0.003307,0.005575
Iteration 10:MDL fitness activated
Error 0.099583 TL 0.053030
MDL Theory Length Weight: 0.6259576250 (3)
Initialization: 6.244000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 108.747002
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.002472 1.000000 fi:0.115815. Ave ac:0.003679,0.007701
Initialization: 6.345000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 104.666000
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.001348 1.000000 fi:0.116544. Ave ac:0.002134,0.004030
Initialization: 6.259000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 106.289001
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.003147 1.000000 fi:0.116406. Ave ac:0.004007,0.006133
Initialization: 6.327000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 108.202003
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001798 1.000000 fi:0.115496. Ave ac:0.003102,0.005451
Initialization: 6.278000
Memcpy Classifiers: 0.485000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 103.690002
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001348 1.000000 fi:0.115919. Ave ac:0.003058,0.004544
Initialization: 6.160000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 103.030998
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000899 1.000000 fi:0.115813. Ave ac:0.002430,0.003277
Initialization: 6.269000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 103.181000
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.002697 1.000000 fi:0.118429. Ave ac:0.002564,0.003796
Initialization: 6.302000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.908000
Kernel 1: 0.023000
Kernel 2: 103.542999
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.001348 1.000000 fi:0.117671. Ave ac:0.002476,0.003607
Initialization: 6.243000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 98.748001
Copyback: 0.017000
Sum: 0.038000
It 18,Best ac:0.000899 1.000000 fi:0.114102. Ave ac:0.001935,0.003758
Initialization: 6.235000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 100.257004
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001798 1.000000 fi:0.116564. Ave ac:0.002427,0.004395
Initialization: 6.235000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 101.198997
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001348 1.000000 fi:0.114030. Ave ac:0.003473,0.005044
Initialization: 6.318000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 99.956001
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.001124 1.000000 fi:0.117335. Ave ac:0.002133,0.002879
Initialization: 6.293000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 99.139000
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001348 1.000000 fi:0.118767. Ave ac:0.003025,0.004084
Initialization: 6.317000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 96.931999
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.002697 1.000000 fi:0.118094. Ave ac:0.002545,0.003869
Initialization: 6.251000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 98.121002
Copyback: 0.016000
Sum: 0.033000
It 24,Best ac:0.001573 1.000000 fi:0.115113. Ave ac:0.003187,0.003364
Initialization: 6.204000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.874000
Kernel 1: 0.023000
Kernel 2: 97.474998
Copyback: 0.020000
Sum: 0.032000
It 25,Best ac:0.001573 1.000000 fi:0.113946. Ave ac:0.002270,0.002579
Initialization: 6.239000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.860000
Kernel 1: 0.023000
Kernel 2: 95.447998
Copyback: 0.016000
Sum: 0.037000
It 26,Best ac:0.001348 1.000000 fi:0.115527. Ave ac:0.001776,0.002363
Initialization: 6.246000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 93.292000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.003820 1.000000 fi:0.114877. Ave ac:0.002417,0.003376
Initialization: 6.198000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.914000
Kernel 1: 0.023000
Kernel 2: 95.348999
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001124 1.000000 fi:0.115096. Ave ac:0.002427,0.003105
Initialization: 6.255000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.857000
Kernel 1: 0.025000
Kernel 2: 94.359001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.002472 1.000000 fi:0.116524. Ave ac:0.002186,0.003114
Initialization: 6.145000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 94.146004
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.002247 1.000000 fi:0.114811. Ave ac:0.002696,0.003146
Initialization: 6.275000
Memcpy Classifiers: 0.440000
Memcpy Instances: 8.897000
Kernel 1: 0.023000
Kernel 2: 93.445999
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001798 1.000000 fi:0.115441. Ave ac:0.002540,0.002866
Initialization: 6.251000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.883000
Kernel 1: 0.024000
Kernel 2: 93.043999
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001124 1.000000 fi:0.115096. Ave ac:0.002309,0.002990
Initialization: 6.260000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 92.259003
Copyback: 0.016000
Sum: 0.038000
It 33,Best ac:0.000899 1.000000 fi:0.115483. Ave ac:0.002139,0.002581
Initialization: 23.212000
Memcpy Instances: 536.502014
Memcpy Classifiers: 0.072000
Kernel 1: 0.026000
Kernel 2: 512.937988
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 531.140991
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 513.312012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.017000
Kernel 2: 518.437988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.103000
Kernel 1: 0.022000
Kernel 2: 515.049011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.021000
Kernel 2: 507.623993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.021000
Kernel 2: 505.489014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 522.072021
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 508.712006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.102000
Kernel 1: 0.020000
Kernel 2: 518.554993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 520.435974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 511.601990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.019000
Kernel 2: 469.700012
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.002301 0.774584 fi:0.343829. Ave ac:0.002815,0.010047
Best acc 0.002301 0.774584
Rule:Att PSSM_-3_6 is [-6.702291,-1.406300]|Att PSSM_-2_2 is [-5.750003,-1.290028]|Att PSSM_-1_4 is [<-2.831652]|Att PSSM_-1_12 is [<-2.168785]|Att PSSM_0_2 is [<-2.580440]|Att PSSM_0_5 is [1.120612,11.029566]|Att PSSM_0_8 is [<4.105500]|Att PSSM_0_19 is [>-4.799560]|Att PSSM_1_7 is [<0.071534]|Att PSSM_1_14 is [-4.613975,4.381275]|Att PSSM_3_17 is [<3.450394]|1
Accuracy : 0.737118
0	1	
162258	1822	
59860	10698	
Removed 377 instances. 222118 Instances left. Acc of rule 0.001317-0.777188
Initialization: 8.379000
Memcpy Classifiers: 0.966000
Memcpy Instances: 9.410000
Kernel 1: 0.026000
Kernel 2: 108.024002
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.005894 accuracy2:0.269406
Initialization: 8.170000
Memcpy Classifiers: 1.053000
Memcpy Instances: 12.184000
Kernel 1: 0.024000
Kernel 2: 106.750000
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.001351 0.857143 fi:0.242688. Ave ac:0.006410,0.011890
Initialization: 7.122000
Memcpy Classifiers: 0.807000
Memcpy Instances: 9.728000
Kernel 1: 0.023000
Kernel 2: 106.928001
Copyback: 0.020000
Sum: 0.031000
It 1,Best ac:0.001126 1.000000 fi:0.099915. Ave ac:0.007196,0.014460
Initialization: 6.403000
Memcpy Classifiers: 0.541000
Memcpy Instances: 10.457000
Kernel 1: 0.023000
Kernel 2: 106.775002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001126 1.000000 fi:0.099915. Ave ac:0.006445,0.012086
Initialization: 6.317000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.533000
Kernel 1: 0.022000
Kernel 2: 105.503998
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.000900 1.000000 fi:0.099998. Ave ac:0.006092,0.011662
Initialization: 6.228000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 104.330002
Copyback: 0.016000
Sum: 0.031000
It 4,Best ac:0.000900 1.000000 fi:0.099998. Ave ac:0.005415,0.008934
Initialization: 6.214000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.861000
Kernel 1: 0.023000
Kernel 2: 101.814003
Copyback: 0.016000
Sum: 0.035000
It 5,Best ac:0.001576 1.000000 fi:0.099747. Ave ac:0.004580,0.008200
Initialization: 6.219000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.861000
Kernel 1: 0.023000
Kernel 2: 99.254997
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001350 1.000000 fi:0.099831. Ave ac:0.003653,0.005578
Initialization: 6.230000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 98.678001
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001350 1.000000 fi:0.099831. Ave ac:0.003196,0.005167
Initialization: 6.381000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.837000
Kernel 1: 0.023000
Kernel 2: 98.285004
Copyback: 0.016000
Sum: 0.028000
It 8,Best ac:0.001350 1.000000 fi:0.099831. Ave ac:0.003721,0.006422
Initialization: 6.137000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 94.431000
Copyback: 0.018000
Sum: 0.044000
It 9,Best ac:0.003152 1.000000 fi:0.099160. Ave ac:0.003116,0.004849
Iteration 10:MDL fitness activated
Error 0.099160 TL 0.032568
MDL Theory Length Weight: 1.0148894682 (1)
Initialization: 6.345000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 95.307999
Copyback: 0.016000
Sum: 0.032000
It 10,Best ac:0.001576 1.000000 fi:0.133838. Ave ac:0.003371,0.006044
Initialization: 6.226000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 95.211998
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001576 1.000000 fi:0.128053. Ave ac:0.003540,0.006502
Initialization: 6.241000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 93.635002
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001801 1.000000 fi:0.127903. Ave ac:0.004018,0.006619
Initialization: 6.277000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.878000
Kernel 1: 0.023000
Kernel 2: 89.320000
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.002251 1.000000 fi:0.128416. Ave ac:0.002396,0.003777
Initialization: 6.299000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 87.476997
Copyback: 0.018000
Sum: 0.030000
It 14,Best ac:0.000900 1.000000 fi:0.128750. Ave ac:0.002628,0.003864
Initialization: 6.200000
Memcpy Classifiers: 0.409000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 87.857002
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001576 1.000000 fi:0.124494. Ave ac:0.003222,0.004842
Initialization: 6.222000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.865000
Kernel 1: 0.025000
Kernel 2: 88.105003
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001126 1.000000 fi:0.128118. Ave ac:0.002692,0.005736
Initialization: 7.538000
Memcpy Classifiers: 0.647000
Memcpy Instances: 11.197000
Kernel 1: 0.024000
Kernel 2: 88.681999
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.001576 1.000000 fi:0.128018. Ave ac:0.002867,0.004690
Initialization: 6.251000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 86.438004
Copyback: 0.018000
Sum: 0.046000
It 18,Best ac:0.001126 1.000000 fi:0.125595. Ave ac:0.002696,0.005693
Initialization: 6.299000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 84.963997
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000900 1.000000 fi:0.130340. Ave ac:0.002199,0.004212
Initialization: 6.276000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 84.760002
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.002251 1.000000 fi:0.124699. Ave ac:0.002441,0.006444
Initialization: 6.243000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.870000
Kernel 1: 0.023000
Kernel 2: 84.959000
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001351 1.000000 fi:0.125492. Ave ac:0.002080,0.003253
Initialization: 6.672000
Memcpy Classifiers: 0.380000
Memcpy Instances: 13.372000
Kernel 1: 0.023000
Kernel 2: 84.152000
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001801 1.000000 fi:0.124159. Ave ac:0.002544,0.003730
Initialization: 6.273000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 83.259003
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.003151 1.000000 fi:0.124291. Ave ac:0.001861,0.002667
Initialization: 6.313000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 81.874001
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001126 1.000000 fi:0.125469. Ave ac:0.002837,0.007231
Initialization: 6.259000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.883000
Kernel 1: 0.024000
Kernel 2: 82.610001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.002927 1.000000 fi:0.126109. Ave ac:0.001838,0.002402
Initialization: 6.274000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 83.625999
Copyback: 0.016000
Sum: 0.029000
It 26,Best ac:0.001126 1.000000 fi:0.126762. Ave ac:0.002402,0.003046
Initialization: 6.265000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.831000
Kernel 1: 0.025000
Kernel 2: 85.855003
Copyback: 0.018000
Sum: 0.032000
It 27,Best ac:0.001576 1.000000 fi:0.130024. Ave ac:0.002538,0.005856
Initialization: 6.211000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 81.878998
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.000900 1.000000 fi:0.123966. Ave ac:0.001934,0.003853
Initialization: 6.175000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 84.100998
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001576 1.000000 fi:0.126504. Ave ac:0.001924,0.002404
Initialization: 6.281000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 84.668999
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000900 1.000000 fi:0.123964. Ave ac:0.002115,0.004043
Initialization: 6.268000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 84.646004
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.003377 1.000000 fi:0.117515. Ave ac:0.002053,0.002688
Initialization: 6.234000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.852000
Kernel 1: 0.026000
Kernel 2: 83.749001
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.002476 1.000000 fi:0.120518. Ave ac:0.001709,0.001899
Initialization: 6.279000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 82.071999
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.001576 1.000000 fi:0.123899. Ave ac:0.002142,0.003933
Initialization: 22.985001
Memcpy Instances: 432.204987
Memcpy Classifiers: 0.070000
Kernel 1: 0.024000
Kernel 2: 463.562988
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 463.018005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 483.311005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.011000
Kernel 2: 475.308014
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 488.303009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 465.052002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 469.806000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 480.223999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 473.800995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 475.954987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 471.822998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 464.006989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 432.162994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001499 0.783529 fi:0.340398. Ave ac:0.002359,0.008401
Best acc 0.001499 0.783529
Initialization: 6.334000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.830000
Kernel 1: 0.027000
Kernel 2: 106.936996
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006351 accuracy2:0.257997
Initialization: 6.308000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 108.186996
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.001125 0.714286 fi:0.385629. Ave ac:0.007526,0.014344
Initialization: 6.284000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 107.323997
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001801 0.800000 fi:0.299663. Ave ac:0.006955,0.011909
Initialization: 6.123000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 105.944000
Copyback: 0.016000
Sum: 0.035000
It 2,Best ac:0.001125 1.000000 fi:0.099915. Ave ac:0.005910,0.010941
Initialization: 6.289000
Memcpy Classifiers: 0.493000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 106.483002
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000900 1.000000 fi:0.099998. Ave ac:0.004833,0.007669
Initialization: 6.293000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 107.372002
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001801 1.000000 fi:0.099663. Ave ac:0.005704,0.008544
Initialization: 6.228000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.897000
Kernel 1: 0.023000
Kernel 2: 104.771004
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.001125 1.000000 fi:0.099915. Ave ac:0.004814,0.008701
Initialization: 6.322000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.889000
Kernel 1: 0.024000
Kernel 2: 104.377998
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001576 1.000000 fi:0.099747. Ave ac:0.004669,0.008267
Initialization: 6.275000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.861000
Kernel 1: 0.023000
Kernel 2: 104.931000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001576 1.000000 fi:0.099747. Ave ac:0.003174,0.004385
Initialization: 6.250000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 101.805000
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.002476 1.000000 fi:0.099412. Ave ac:0.003057,0.004143
Initialization: 6.541000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.883000
Kernel 1: 0.022000
Kernel 2: 99.938004
Copyback: 0.018000
Sum: 0.044000
It 9,Best ac:0.001576 1.000000 fi:0.099747. Ave ac:0.003258,0.005618
Iteration 10:MDL fitness activated
Error 0.099747 TL 0.034374
MDL Theory Length Weight: 0.9672808520 (2)
Initialization: 6.371000
Memcpy Classifiers: 0.485000
Memcpy Instances: 11.244000
Kernel 1: 0.022000
Kernel 2: 98.717003
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.001351 1.000000 fi:0.133080. Ave ac:0.002264,0.003791
Initialization: 8.399000
Memcpy Classifiers: 0.904000
Memcpy Instances: 12.876000
Kernel 1: 0.023000
Kernel 2: 98.241997
Copyback: 0.016000
Sum: 0.032000
It 11,Best ac:0.000900 1.000000 fi:0.136123. Ave ac:0.002615,0.004697
Initialization: 8.634000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 100.430000
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.001351 1.000000 fi:0.131844. Ave ac:0.002910,0.004184
Initialization: 6.223000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 98.896004
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001576 1.000000 fi:0.129674. Ave ac:0.002073,0.003438
Initialization: 6.239000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 98.667999
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.000900 1.000000 fi:0.126902. Ave ac:0.002588,0.003536
Initialization: 7.490000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.467000
Kernel 1: 0.023000
Kernel 2: 97.775002
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.001576 1.000000 fi:0.131928. Ave ac:0.002375,0.003190
Initialization: 7.146000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 100.015999
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.001350 1.000000 fi:0.129146. Ave ac:0.002228,0.003228
Initialization: 6.233000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.894000
Kernel 1: 0.024000
Kernel 2: 97.808998
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001351 1.000000 fi:0.133650. Ave ac:0.002804,0.003825
Initialization: 6.289000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.855000
Kernel 1: 0.023000
Kernel 2: 97.200996
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.001351 1.000000 fi:0.129146. Ave ac:0.002276,0.003106
Initialization: 6.229000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 96.863998
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000900 1.000000 fi:0.136099. Ave ac:0.002236,0.003333
Initialization: 6.273000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 96.753998
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.002701 1.000000 fi:0.123953. Ave ac:0.001689,0.002527
Initialization: 6.442000
Memcpy Classifiers: 0.438000
Memcpy Instances: 8.889000
Kernel 1: 0.022000
Kernel 2: 97.392998
Copyback: 0.017000
Sum: 0.041000
It 21,Best ac:0.000900 1.000000 fi:0.121049. Ave ac:0.002071,0.003166
Initialization: 6.149000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 96.428001
Copyback: 0.017000
Sum: 0.038000
It 22,Best ac:0.002251 1.000000 fi:0.126871. Ave ac:0.001973,0.002481
Initialization: 6.242000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 95.127998
Copyback: 0.017000
Sum: 0.042000
It 23,Best ac:0.001801 1.000000 fi:0.126858. Ave ac:0.002239,0.003062
Initialization: 6.244000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.866000
Kernel 1: 0.023000
Kernel 2: 96.547997
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.000900 1.000000 fi:0.129645. Ave ac:0.002487,0.003832
Initialization: 6.308000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.875000
Kernel 1: 0.022000
Kernel 2: 96.262001
Copyback: 0.016000
Sum: 0.039000
It 25,Best ac:0.000900 1.000000 fi:0.125926. Ave ac:0.001906,0.003529
Initialization: 6.363000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 93.438004
Copyback: 0.016000
Sum: 0.033000
It 26,Best ac:0.000900 1.000000 fi:0.125321. Ave ac:0.002628,0.003610
Initialization: 6.291000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 94.287003
Copyback: 0.016000
Sum: 0.037000
It 27,Best ac:0.000900 1.000000 fi:0.128333. Ave ac:0.003620,0.004544
Initialization: 6.325000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.825000
Kernel 1: 0.025000
Kernel 2: 91.641998
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.001350 1.000000 fi:0.120882. Ave ac:0.003450,0.003931
Initialization: 6.268000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.859000
Kernel 1: 0.023000
Kernel 2: 91.056999
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.003602 1.000000 fi:0.123424. Ave ac:0.002513,0.004128
Initialization: 6.350000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 93.190002
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001126 1.000000 fi:0.125237. Ave ac:0.002418,0.003374
Initialization: 6.273000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 88.598000
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.001350 1.000000 fi:0.126180. Ave ac:0.002594,0.002907
Initialization: 6.313000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 88.324997
Copyback: 0.016000
Sum: 0.039000
It 32,Best ac:0.001801 1.000000 fi:0.124617. Ave ac:0.002603,0.002445
Initialization: 6.298000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 86.110001
Copyback: 0.017000
Sum: 0.039000
It 33,Best ac:0.001351 1.000000 fi:0.124947. Ave ac:0.002432,0.003347
Initialization: 23.016001
Memcpy Instances: 432.355011
Memcpy Classifiers: 0.073000
Kernel 1: 0.025000
Kernel 2: 480.914001
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 501.509003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 487.737000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 494.484009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 487.445007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.022000
Kernel 2: 492.014008
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.105000
Kernel 1: 0.023000
Kernel 2: 502.954010
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 497.260986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 490.074005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 495.562988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 483.726990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 489.875000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 436.925995
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001121 0.816393 fi:0.315704. Ave ac:0.002090,0.007234
Best acc 0.001121 0.816393
Rule:Att PSSM_-3_8 is [<3.504049]|Att PSSM_-2_2 is [<-0.744095]|Att PSSM_-1_2 is [<-2.722336]|Att PSSM_0_12 is [-5.916962,-3.636681]|Att PSSM_0_20 is [<4.140099]|Att PSSM_1_5 is [-0.060220,10.352499]|Att PSSM_2_6 is [<2.173860]|Att PSSM_2_12 is [-6.354883,-1.801278]|Att PSSM_3_4 is [-7.391306,-0.608694]|Att PSSM_3_9 is [-4.252934,1.762239]|Att PSSM_3_12 is [-4.586590,2.586590]|1
Accuracy : 0.737941
0	1	
162202	1878	
59611	10947	
Removed 305 instances. 221813 Instances left. Acc of rule 0.001121-0.816393
Initialization: 6.279000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.834000
Kernel 1: 0.026000
Kernel 2: 107.134003
Copyback: 0.018000
Sum: 0.054000
Initial population average accuracy1:0.005409 accuracy2:0.254870
Initialization: 6.269000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.893000
Kernel 1: 0.024000
Kernel 2: 106.607002
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.001578 0.875000 fi:0.224744. Ave ac:0.007984,0.014238
Initialization: 7.769000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.497000
Kernel 1: 0.032000
Kernel 2: 105.874001
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.000902 1.000000 fi:0.099997. Ave ac:0.008146,0.016317
Initialization: 8.461000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.830000
Kernel 1: 0.025000
Kernel 2: 103.307999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001127 1.000000 fi:0.099913. Ave ac:0.008092,0.013069
Initialization: 6.509000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.484000
Kernel 1: 0.023000
Kernel 2: 101.665001
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.002029 1.000000 fi:0.099576. Ave ac:0.006553,0.009043
Initialization: 7.554000
Memcpy Classifiers: 0.639000
Memcpy Instances: 11.187000
Kernel 1: 0.033000
Kernel 2: 99.879997
Copyback: 0.018000
Sum: 0.034000
It 4,Best ac:0.001127 1.000000 fi:0.099913. Ave ac:0.005717,0.009682
Initialization: 6.557000
Memcpy Classifiers: 0.433000
Memcpy Instances: 12.204000
Kernel 1: 0.024000
Kernel 2: 103.420998
Copyback: 0.017000
Sum: 0.042000
It 5,Best ac:0.000902 1.000000 fi:0.099997. Ave ac:0.006087,0.008774
Initialization: 8.650000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 102.584999
Copyback: 0.018000
Sum: 0.032000
It 6,Best ac:0.002028 1.000000 fi:0.099576. Ave ac:0.005297,0.007821
Initialization: 8.839000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.219000
Kernel 1: 0.024000
Kernel 2: 98.334000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.002029 1.000000 fi:0.099576. Ave ac:0.005436,0.010254
Initialization: 6.306000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.392000
Kernel 1: 0.032000
Kernel 2: 96.764999
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001578 1.000000 fi:0.099745. Ave ac:0.004844,0.008347
Initialization: 6.208000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 95.973999
Copyback: 0.018000
Sum: 0.044000
It 9,Best ac:0.001803 1.000000 fi:0.099660. Ave ac:0.004313,0.008192
Iteration 10:MDL fitness activated
Error 0.099660 TL 0.041508
MDL Theory Length Weight: 0.8003276084 (7)
Initialization: 7.920000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.157000
Kernel 1: 0.033000
Kernel 2: 97.861000
Copyback: 0.018000
Sum: 0.041000
It 10,Best ac:0.001578 1.000000 fi:0.121913. Ave ac:0.004998,0.007921
Initialization: 6.244000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 95.710999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001803 1.000000 fi:0.120241. Ave ac:0.004972,0.008946
Initialization: 6.292000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.865000
Kernel 1: 0.023000
Kernel 2: 92.333000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.002254 1.000000 fi:0.121660. Ave ac:0.005432,0.009784
Initialization: 6.268000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 94.934998
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.001127 1.000000 fi:0.122940. Ave ac:0.004793,0.009984
Initialization: 6.329000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 94.639999
Copyback: 0.371000
Sum: 0.031000
It 14,Best ac:0.000902 1.000000 fi:0.123697. Ave ac:0.004430,0.006947
Initialization: 6.252000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.839000
Kernel 1: 0.023000
Kernel 2: 91.378998
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001127 1.000000 fi:0.125288. Ave ac:0.004353,0.007273
Initialization: 6.273000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 93.392998
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.001578 1.000000 fi:0.131304. Ave ac:0.004604,0.005872
Initialization: 6.260000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 91.959000
Copyback: 0.016000
Sum: 0.030000
It 17,Best ac:0.001353 1.000000 fi:0.117734. Ave ac:0.004066,0.006120
Initialization: 6.197000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.837000
Kernel 1: 0.024000
Kernel 2: 89.636002
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001578 1.000000 fi:0.122492. Ave ac:0.004179,0.006605
Initialization: 6.303000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 87.786003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001578 1.000000 fi:0.124225. Ave ac:0.004287,0.006107
Initialization: 6.281000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 86.930000
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.001127 1.000000 fi:0.122660. Ave ac:0.002994,0.004072
Initialization: 6.323000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 89.616997
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001127 1.000000 fi:0.121896. Ave ac:0.004198,0.005554
Initialization: 6.230000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 89.112000
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000902 1.000000 fi:0.123024. Ave ac:0.003304,0.004995
Initialization: 6.329000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.837000
Kernel 1: 0.024000
Kernel 2: 85.788002
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001353 1.000000 fi:0.123219. Ave ac:0.002979,0.004209
Initialization: 6.317000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.839000
Kernel 1: 0.023000
Kernel 2: 88.761002
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001803 1.000000 fi:0.122587. Ave ac:0.002584,0.003674
Initialization: 6.256000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.822000
Kernel 1: 0.024000
Kernel 2: 85.170998
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.000902 1.000000 fi:0.120108. Ave ac:0.002572,0.002972
Initialization: 6.258000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.842000
Kernel 1: 0.024000
Kernel 2: 87.690002
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001353 1.000000 fi:0.122220. Ave ac:0.002361,0.003580
MDL Theory Length Weight: 0.7202948476 (10)
Initialization: 6.316000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 88.335999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.002254 1.000000 fi:0.120544. Ave ac:0.003046,0.004167
Initialization: 6.354000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.586000
Kernel 1: 0.023000
Kernel 2: 87.750000
Copyback: 0.016000
Sum: 0.032000
It 28,Best ac:0.001127 1.000000 fi:0.122751. Ave ac:0.002416,0.003288
Initialization: 6.130000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.844000
Kernel 1: 0.025000
Kernel 2: 86.496002
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.002028 1.000000 fi:0.120628. Ave ac:0.003081,0.004198
Initialization: 6.233000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.841000
Kernel 1: 0.025000
Kernel 2: 85.940002
Copyback: 0.016000
Sum: 0.036000
It 30,Best ac:0.001352 1.000000 fi:0.122906. Ave ac:0.002417,0.003276
Initialization: 6.266000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 84.891998
Copyback: 0.019000
Sum: 0.051000
It 31,Best ac:0.002029 1.000000 fi:0.118961. Ave ac:0.002216,0.002772
Initialization: 6.333000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.842000
Kernel 1: 0.025000
Kernel 2: 84.820000
Copyback: 0.016000
Sum: 0.037000
It 32,Best ac:0.000902 1.000000 fi:0.116112. Ave ac:0.002752,0.003641
Initialization: 6.258000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 85.722000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000902 1.000000 fi:0.119000. Ave ac:0.002680,0.003609
Initialization: 22.964001
Memcpy Instances: 431.815002
Memcpy Classifiers: 0.068000
Kernel 1: 0.024000
Kernel 2: 501.523010
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 506.308990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 502.010986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 503.140991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 507.613007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 491.316010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 498.427002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 507.937012
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 498.556000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 500.339996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 498.515015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 497.260986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 448.734985
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001411 0.796438 fi:0.326447. Ave ac:0.002561,0.009364
Best acc 0.001411 0.796438
Initialization: 8.340000
Memcpy Classifiers: 0.558000
Memcpy Instances: 10.818000
Kernel 1: 0.034000
Kernel 2: 106.000000
Copyback: 0.022000
Sum: 0.058000
Initial population average accuracy1:0.006047 accuracy2:0.249336
Initialization: 6.340000
Memcpy Classifiers: 0.559000
Memcpy Instances: 12.233000
Kernel 1: 0.024000
Kernel 2: 106.906998
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.000902 1.000000 fi:0.099997. Ave ac:0.007789,0.013446
Initialization: 6.598000
Memcpy Classifiers: 0.558000
Memcpy Instances: 12.119000
Kernel 1: 0.024000
Kernel 2: 107.474998
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.000902 1.000000 fi:0.099997. Ave ac:0.007491,0.013081
Initialization: 7.578000
Memcpy Classifiers: 0.561000
Memcpy Instances: 8.882000
Kernel 1: 0.023000
Kernel 2: 105.871002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001353 1.000000 fi:0.099829. Ave ac:0.005808,0.010328
Initialization: 6.317000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 104.867996
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000902 1.000000 fi:0.099997. Ave ac:0.005600,0.010260
Initialization: 6.251000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.828000
Kernel 1: 0.025000
Kernel 2: 104.947998
Copyback: 0.016000
Sum: 0.034000
It 4,Best ac:0.000902 1.000000 fi:0.099997. Ave ac:0.004955,0.009097
Initialization: 6.425000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 104.228996
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001127 1.000000 fi:0.099913. Ave ac:0.003690,0.006250
Initialization: 6.286000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 104.878998
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001127 1.000000 fi:0.099913. Ave ac:0.003821,0.005720
Initialization: 6.343000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 104.292999
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001578 1.000000 fi:0.099744. Ave ac:0.003710,0.007640
Initialization: 6.126000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 102.678001
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.001353 1.000000 fi:0.099829. Ave ac:0.003727,0.006588
Initialization: 8.289000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.853000
Kernel 1: 0.022000
Kernel 2: 101.886002
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001127 1.000000 fi:0.099913. Ave ac:0.003301,0.005943
Iteration 10:MDL fitness activated
Error 0.099913 TL 0.034329
MDL Theory Length Weight: 0.9701405026 (3)
Initialization: 7.930000
Memcpy Classifiers: 0.785000
Memcpy Instances: 12.931000
Kernel 1: 0.024000
Kernel 2: 105.503998
Copyback: 0.018000
Sum: 0.036000
It 10,Best ac:0.001353 1.000000 fi:0.127089. Ave ac:0.003259,0.005368
Initialization: 6.236000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.397000
Kernel 1: 0.032000
Kernel 2: 106.440002
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000902 1.000000 fi:0.120599. Ave ac:0.003144,0.005716
Initialization: 8.561000
Memcpy Classifiers: 0.673000
Memcpy Instances: 11.152000
Kernel 1: 0.024000
Kernel 2: 104.211998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001803 1.000000 fi:0.124128. Ave ac:0.003254,0.004572
Initialization: 6.775000
Memcpy Classifiers: 0.840000
Memcpy Instances: 10.726000
Kernel 1: 0.024000
Kernel 2: 105.487000
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.000902 1.000000 fi:0.121869. Ave ac:0.003019,0.006070
Initialization: 6.222000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 104.121002
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.002029 1.000000 fi:0.123501. Ave ac:0.002739,0.004925
Initialization: 6.235000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.851000
Kernel 1: 0.032000
Kernel 2: 103.783997
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.000902 1.000000 fi:0.128947. Ave ac:0.003044,0.005736
Initialization: 6.341000
Memcpy Classifiers: 0.481000
Memcpy Instances: 9.013000
Kernel 1: 0.023000
Kernel 2: 103.125999
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.002479 1.000000 fi:0.120010. Ave ac:0.003521,0.006579
Initialization: 7.401000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 104.640999
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.000902 1.000000 fi:0.121869. Ave ac:0.003038,0.005061
Initialization: 6.299000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 104.035004
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000902 1.000000 fi:0.124200. Ave ac:0.002729,0.005367
Initialization: 6.389000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.828000
Kernel 1: 0.026000
Kernel 2: 101.656998
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001127 1.000000 fi:0.124116. Ave ac:0.002657,0.003406
Initialization: 6.189000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.992000
Kernel 1: 0.024000
Kernel 2: 102.789001
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001353 1.000000 fi:0.129930. Ave ac:0.002670,0.005296
Initialization: 6.292000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.851000
Kernel 1: 0.023000
Kernel 2: 100.574997
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000902 1.000000 fi:0.120598. Ave ac:0.002590,0.004408
Initialization: 6.260000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 101.378998
Copyback: 0.371000
Sum: 0.029000
It 22,Best ac:0.000902 1.000000 fi:0.126251. Ave ac:0.002786,0.003365
Initialization: 6.317000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 101.484001
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.001352 1.000000 fi:0.124297. Ave ac:0.002200,0.002909
Initialization: 6.224000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 104.552002
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.000902 1.000000 fi:0.121663. Ave ac:0.002112,0.002587
Initialization: 6.282000
Memcpy Classifiers: 0.481000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 102.713997
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.000902 1.000000 fi:0.129851. Ave ac:0.002080,0.003280
MDL Theory Length Weight: 0.8731264523 (10)
Initialization: 6.282000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 101.570999
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.001127 1.000000 fi:0.125404. Ave ac:0.002100,0.002770
Initialization: 6.322000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 103.421997
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.002931 1.000000 fi:0.121959. Ave ac:0.002888,0.003822
Initialization: 6.245000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.836000
Kernel 1: 0.024000
Kernel 2: 103.054001
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001127 1.000000 fi:0.124752. Ave ac:0.002445,0.003163
Initialization: 6.340000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 102.007004
Copyback: 0.016000
Sum: 0.030000
It 29,Best ac:0.001803 1.000000 fi:0.119160. Ave ac:0.002782,0.004500
Initialization: 6.258000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.881000
Kernel 1: 0.024000
Kernel 2: 103.519997
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001127 1.000000 fi:0.118454. Ave ac:0.003061,0.004335
Initialization: 6.253000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.832000
Kernel 1: 0.023000
Kernel 2: 102.539001
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001127 1.000000 fi:0.119598. Ave ac:0.002435,0.003304
Initialization: 6.353000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 101.822998
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.002029 1.000000 fi:0.114710. Ave ac:0.003281,0.004565
Initialization: 6.394000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.827000
Kernel 1: 0.025000
Kernel 2: 103.628998
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000902 1.000000 fi:0.120105. Ave ac:0.002283,0.002901
Initialization: 22.886999
Memcpy Instances: 431.587006
Memcpy Classifiers: 0.075000
Kernel 1: 0.025000
Kernel 2: 575.856018
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 581.460022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 591.619019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 560.646973
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.011000
Kernel 2: 572.580994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 549.357971
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 585.692993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 561.205994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 560.469971
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 561.861023
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 571.192993
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.016000
Kernel 2: 554.463989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 499.263000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.002475 0.740891 fi:0.381239. Ave ac:0.002311,0.008385
Best acc 0.002475 0.740891
Rule:Att PSSM_-4_1 is [-3.950814,5.660598]|Att PSSM_-4_6 is [-6.941020,-2.334311]|Att PSSM_-3_7 is [-5.499149,-2.939078]|Att PSSM_0_2 is [<-3.734559]|Att PSSM_0_5 is [-2.721776,6.105018]|Att PSSM_0_7 is [-5.951672,1.956102]|Att PSSM_0_12 is [<-2.688696]|Att PSSM_0_19 is [<2.357183]|Att PSSM_1_12 is [-5.173611,7.407391]|Att PSSM_4_7 is [<-3.496838]|Att PSSM_4_11 is [<6.542829]|Att PSSM_4_16 is [<6.325297]|1
Accuracy : 0.738934
0	1	
162122	1958	
59298	11260	
Removed 393 instances. 221420 Instances left. Acc of rule 0.001411-0.796438
Initialization: 6.314000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.861000
Kernel 1: 0.025000
Kernel 2: 108.428001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005328 accuracy2:0.250683
Initialization: 6.302000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 105.958000
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.002033 1.000000 fi:0.099572. Ave ac:0.006353,0.010471
Initialization: 6.251000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 106.093002
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.001355 1.000000 fi:0.099826. Ave ac:0.006075,0.009043
Initialization: 6.303000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.885000
Kernel 1: 0.023000
Kernel 2: 102.857002
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.001581 1.000000 fi:0.099741. Ave ac:0.005706,0.008825
Initialization: 6.365000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 101.392998
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.001355 1.000000 fi:0.099826. Ave ac:0.005889,0.009653
Initialization: 7.873000
Memcpy Classifiers: 0.666000
Memcpy Instances: 9.569000
Kernel 1: 0.024000
Kernel 2: 103.198997
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.001355 1.000000 fi:0.099826. Ave ac:0.004918,0.008778
Initialization: 7.788000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.577000
Kernel 1: 0.023000
Kernel 2: 98.781998
Copyback: 0.018000
Sum: 0.045000
It 5,Best ac:0.001581 1.000000 fi:0.099741. Ave ac:0.004609,0.007269
Initialization: 7.473000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.017000
Kernel 1: 0.023000
Kernel 2: 101.088997
Copyback: 0.018000
Sum: 0.042000
It 6,Best ac:0.003388 1.000000 fi:0.099065. Ave ac:0.003968,0.006571
Initialization: 6.308000
Memcpy Classifiers: 0.486000
Memcpy Instances: 9.578000
Kernel 1: 0.023000
Kernel 2: 100.033997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.002484 1.000000 fi:0.099403. Ave ac:0.003323,0.004958
Initialization: 7.473000
Memcpy Classifiers: 0.452000
Memcpy Instances: 12.720000
Kernel 1: 0.025000
Kernel 2: 99.162003
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.002033 1.000000 fi:0.099572. Ave ac:0.003506,0.005048
Initialization: 6.308000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.948000
Kernel 1: 0.024000
Kernel 2: 99.476997
Copyback: 0.018000
Sum: 0.036000
It 9,Best ac:0.002935 1.000000 fi:0.099234. Ave ac:0.002867,0.004244
Iteration 10:MDL fitness activated
Error 0.099234 TL 0.039934
MDL Theory Length Weight: 0.8283177482 (4)
Initialization: 6.219000
Memcpy Classifiers: 0.463000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 96.120003
Copyback: 0.016000
Sum: 0.034000
It 10,Best ac:0.000903 1.000000 fi:0.127275. Ave ac:0.002484,0.003440
Initialization: 6.272000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 95.823997
Copyback: 0.016000
Sum: 0.036000
It 11,Best ac:0.001129 1.000000 fi:0.125617. Ave ac:0.002350,0.003153
Initialization: 6.285000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 95.481003
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.001355 1.000000 fi:0.125040. Ave ac:0.002796,0.003615
Initialization: 6.247000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 91.871002
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.000903 1.000000 fi:0.127910. Ave ac:0.002937,0.005730
Initialization: 6.286000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 91.972000
Copyback: 0.016000
Sum: 0.030000
It 14,Best ac:0.000903 1.000000 fi:0.125705. Ave ac:0.002494,0.002833
Initialization: 6.297000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 92.281998
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.002258 1.000000 fi:0.123642. Ave ac:0.002255,0.002599
Initialization: 6.313000
Memcpy Classifiers: 0.381000
Memcpy Instances: 10.916000
Kernel 1: 0.023000
Kernel 2: 91.169998
Copyback: 0.018000
Sum: 0.039000
It 16,Best ac:0.001581 1.000000 fi:0.124559. Ave ac:0.001755,0.002193
Initialization: 6.341000
Memcpy Classifiers: 0.438000
Memcpy Instances: 8.842000
Kernel 1: 0.024000
Kernel 2: 95.706001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001129 1.000000 fi:0.124004. Ave ac:0.002463,0.002639
Initialization: 6.281000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 94.501999
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001129 1.000000 fi:0.128922. Ave ac:0.002071,0.002576
Initialization: 6.250000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 93.893997
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.000903 1.000000 fi:0.129082. Ave ac:0.001863,0.002215
Initialization: 6.435000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 96.035004
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.002032 1.000000 fi:0.124352. Ave ac:0.002746,0.003406
Initialization: 6.278000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.830000
Kernel 1: 0.024000
Kernel 2: 91.705002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001129 1.000000 fi:0.122717. Ave ac:0.002337,0.003392
Initialization: 6.434000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.865000
Kernel 1: 0.023000
Kernel 2: 93.808998
Copyback: 0.018000
Sum: 0.038000
It 22,Best ac:0.001807 1.000000 fi:0.123720. Ave ac:0.003097,0.004080
Initialization: 6.260000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.824000
Kernel 1: 0.025000
Kernel 2: 91.065002
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000903 1.000000 fi:0.130921. Ave ac:0.002180,0.002924
Initialization: 6.232000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.855000
Kernel 1: 0.023000
Kernel 2: 92.251999
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001355 1.000000 fi:0.123065. Ave ac:0.003063,0.004508
Initialization: 6.141000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.177000
Kernel 1: 0.033000
Kernel 2: 93.292999
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001129 1.000000 fi:0.124728. Ave ac:0.003003,0.003939
Initialization: 6.209000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 93.001999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001580 1.000000 fi:0.123524. Ave ac:0.002859,0.004568
Initialization: 6.257000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.836000
Kernel 1: 0.024000
Kernel 2: 92.300003
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001581 1.000000 fi:0.123885. Ave ac:0.002619,0.002895
Initialization: 6.261000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.845000
Kernel 1: 0.025000
Kernel 2: 92.223000
Copyback: 0.018000
Sum: 0.044000
It 28,Best ac:0.000903 1.000000 fi:0.127033. Ave ac:0.002509,0.002613
Initialization: 8.032000
Memcpy Classifiers: 0.574000
Memcpy Instances: 11.266000
Kernel 1: 0.023000
Kernel 2: 91.642998
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.000903 1.000000 fi:0.124260. Ave ac:0.002158,0.002341
Initialization: 6.248000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.830000
Kernel 1: 0.024000
Kernel 2: 92.061996
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000903 1.000000 fi:0.125061. Ave ac:0.002081,0.003297
MDL Theory Length Weight: 0.7454859734 (10)
Initialization: 8.190000
Memcpy Classifiers: 0.569000
Memcpy Instances: 11.252000
Kernel 1: 0.023000
Kernel 2: 90.690002
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001581 1.000000 fi:0.118006. Ave ac:0.002858,0.003667
Initialization: 6.299000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.864000
Kernel 1: 0.023000
Kernel 2: 89.688004
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000903 1.000000 fi:0.121679. Ave ac:0.001769,0.002141
Initialization: 6.245000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 91.540001
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001580 1.000000 fi:0.120861. Ave ac:0.002448,0.004303
Initialization: 28.013000
Memcpy Instances: 475.071014
Memcpy Classifiers: 0.074000
Kernel 1: 0.028000
Kernel 2: 504.140015
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 501.592987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 515.531006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 503.170013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 498.471985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 494.339996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 508.302002
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 517.567017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 503.552002
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 508.540985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 514.789978
Copyback: 0.020000
Sum: 0.005000
Memcpy Classifiers: 0.071000
Kernel 1: 0.018000
Kernel 2: 513.359985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 459.436005
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001341 0.755725 fi:0.365835. Ave ac:0.002312,0.008085
Best acc 0.001341 0.755725
Initialization: 6.300000
Memcpy Classifiers: 0.627000
Memcpy Instances: 8.823000
Kernel 1: 0.027000
Kernel 2: 107.546997
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.006215 accuracy2:0.249137
Initialization: 6.422000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 105.785004
Copyback: 0.016000
Sum: 0.038000
It 0,Best ac:0.000903 0.800000 fi:0.299995. Ave ac:0.008046,0.013496
Initialization: 6.263000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 105.133003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.002033 0.900000 fi:0.199572. Ave ac:0.008353,0.012812
Initialization: 6.216000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.842000
Kernel 1: 0.024000
Kernel 2: 104.404999
Copyback: 0.016000
Sum: 0.031000
It 2,Best ac:0.001129 1.000000 fi:0.099911. Ave ac:0.007594,0.011599
Initialization: 6.237000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.841000
Kernel 1: 0.025000
Kernel 2: 98.678001
Copyback: 0.016000
Sum: 0.033000
It 3,Best ac:0.001355 1.000000 fi:0.099826. Ave ac:0.008001,0.013656
Initialization: 6.311000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 102.844002
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.002032 1.000000 fi:0.099572. Ave ac:0.008392,0.015977
Initialization: 6.316000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 100.749001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004291 1.000000 fi:0.098726. Ave ac:0.006109,0.010138
Initialization: 6.238000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.837000
Kernel 1: 0.025000
Kernel 2: 102.603996
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001581 1.000000 fi:0.099741. Ave ac:0.005797,0.011609
Initialization: 6.318000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 102.018997
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.001580 1.000000 fi:0.099741. Ave ac:0.003972,0.010951
Initialization: 6.264000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 99.602997
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001355 1.000000 fi:0.099826. Ave ac:0.004106,0.009271
Initialization: 6.339000
Memcpy Classifiers: 0.420000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 97.955002
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001807 1.000000 fi:0.099657. Ave ac:0.004316,0.012142
Iteration 10:MDL fitness activated
Error 0.099657 TL 0.042296
MDL Theory Length Weight: 0.7853999207 (5)
Initialization: 6.273000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 102.236000
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.000903 1.000000 fi:0.120676. Ave ac:0.003731,0.010405
Initialization: 6.230000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 100.569000
Copyback: 0.016000
Sum: 0.032000
It 11,Best ac:0.001355 1.000000 fi:0.124883. Ave ac:0.002906,0.004065
Initialization: 6.289000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 102.976997
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001129 1.000000 fi:0.124532. Ave ac:0.003030,0.007645
Initialization: 6.222000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.856000
Kernel 1: 0.023000
Kernel 2: 96.449997
Copyback: 0.016000
Sum: 0.032000
It 13,Best ac:0.002033 1.000000 fi:0.120155. Ave ac:0.003780,0.009160
Initialization: 6.221000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 97.653999
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.000903 1.000000 fi:0.126743. Ave ac:0.003755,0.009813
Initialization: 6.268000
Memcpy Classifiers: 0.405000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 96.581001
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.001129 1.000000 fi:0.126698. Ave ac:0.003482,0.008336
Initialization: 6.248000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 98.714996
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001355 1.000000 fi:0.121967. Ave ac:0.003659,0.007084
Initialization: 6.312000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.821000
Kernel 1: 0.025000
Kernel 2: 99.107002
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.000903 1.000000 fi:0.123285. Ave ac:0.003896,0.012880
Initialization: 6.463000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 100.456001
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001580 1.000000 fi:0.126047. Ave ac:0.002575,0.005284
Initialization: 6.417000
Memcpy Classifiers: 0.406000
Memcpy Instances: 8.868000
Kernel 1: 0.025000
Kernel 2: 98.612000
Copyback: 0.017000
Sum: 0.040000
It 19,Best ac:0.001129 1.000000 fi:0.121971. Ave ac:0.002798,0.003939
Initialization: 6.270000
Memcpy Classifiers: 0.413000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 99.780998
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000903 1.000000 fi:0.133492. Ave ac:0.002621,0.004250
Initialization: 6.353000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 96.675003
Copyback: 0.018000
Sum: 0.041000
It 21,Best ac:0.000903 1.000000 fi:0.117310. Ave ac:0.002467,0.003578
Initialization: 6.858000
Memcpy Classifiers: 0.398000
Memcpy Instances: 13.160000
Kernel 1: 0.032000
Kernel 2: 95.929001
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000903 1.000000 fi:0.122573. Ave ac:0.002626,0.003939
Initialization: 7.708000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.873000
Kernel 1: 0.022000
Kernel 2: 95.098000
Copyback: 0.020000
Sum: 0.045000
It 23,Best ac:0.001129 1.000000 fi:0.118085. Ave ac:0.002586,0.004467
Initialization: 7.931000
Memcpy Classifiers: 0.713000
Memcpy Instances: 11.780000
Kernel 1: 0.023000
Kernel 2: 97.578003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001580 1.000000 fi:0.118766. Ave ac:0.002413,0.003628
Initialization: 8.344000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.690000
Kernel 1: 0.023000
Kernel 2: 98.646004
Copyback: 0.017000
Sum: 0.039000
It 25,Best ac:0.001355 1.000000 fi:0.118845. Ave ac:0.002637,0.004085
Initialization: 6.604000
Memcpy Classifiers: 0.806000
Memcpy Instances: 10.285000
Kernel 1: 0.025000
Kernel 2: 95.664001
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001129 1.000000 fi:0.123513. Ave ac:0.002261,0.003390
Initialization: 7.395000
Memcpy Classifiers: 0.400000
Memcpy Instances: 12.309000
Kernel 1: 0.031000
Kernel 2: 93.844002
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001807 1.000000 fi:0.116760. Ave ac:0.002070,0.003391
Initialization: 6.238000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.917000
Kernel 1: 0.032000
Kernel 2: 94.443001
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001806 1.000000 fi:0.112347. Ave ac:0.002451,0.003375
Initialization: 6.294000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 96.737000
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.000903 1.000000 fi:0.115678. Ave ac:0.002535,0.003613
Initialization: 6.293000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.969000
Kernel 1: 0.024000
Kernel 2: 92.461998
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000903 1.000000 fi:0.115678. Ave ac:0.001943,0.003426
Initialization: 6.275000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 91.180000
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.003838 1.000000 fi:0.109479. Ave ac:0.002394,0.003919
Initialization: 6.212000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.828000
Kernel 1: 0.025000
Kernel 2: 91.843002
Copyback: 0.017000
Sum: 0.037000
It 32,Best ac:0.002484 1.000000 fi:0.114846. Ave ac:0.003070,0.005751
Initialization: 8.763000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 88.184998
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.001129 1.000000 fi:0.114178. Ave ac:0.002708,0.004860
Initialization: 22.995001
Memcpy Instances: 493.429993
Memcpy Classifiers: 0.078000
Kernel 1: 0.026000
Kernel 2: 511.713989
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 492.520996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 519.494019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 511.359985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 498.640015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 490.470001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 522.221008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 512.068970
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 511.385986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 514.304016
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.011000
Kernel 2: 515.947998
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.020000
Kernel 2: 498.016998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 445.282013
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001748 0.825160 fi:0.289962. Ave ac:0.002957,0.010844
Best acc 0.001748 0.825160
Rule:Att PSSM_-2_7 is [<5.975846]|Att PSSM_-1_13 is [>-3.067600]|Att PSSM_0_1 is [>2.421778]|Att PSSM_0_5 is [<7.807872]|Att PSSM_0_6 is [<-3.555922]|Att PSSM_3_10 is [-2.848496,4.848496]|Att PSSM_3_16 is [<2.628051]|Att PSSM_4_6 is [-6.323467,-1.676533]|1
Accuracy : 0.740234
0	1	
162040	2040	
58911	11647	
Removed 469 instances. 220951 Instances left. Acc of rule 0.001748-0.825160
Initialization: 6.240000
Memcpy Classifiers: 0.537000
Memcpy Instances: 8.938000
Kernel 1: 0.026000
Kernel 2: 108.692001
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005478 accuracy2:0.236660
Initialization: 7.430000
Memcpy Classifiers: 1.007000
Memcpy Instances: 12.817000
Kernel 1: 0.022000
Kernel 2: 109.303001
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.000905 1.000000 fi:0.099993. Ave ac:0.006856,0.012055
Initialization: 6.221000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 108.672997
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001357 1.000000 fi:0.099823. Ave ac:0.008326,0.013468
Initialization: 6.159000
Memcpy Classifiers: 0.499000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 110.989998
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001358 1.000000 fi:0.099823. Ave ac:0.007947,0.014017
Initialization: 6.240000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.857000
Kernel 1: 0.023000
Kernel 2: 107.746002
Copyback: 0.017000
Sum: 0.037000
It 3,Best ac:0.000905 1.000000 fi:0.099993. Ave ac:0.005671,0.009015
Initialization: 6.223000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 109.139000
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.000905 1.000000 fi:0.099993. Ave ac:0.004087,0.007037
Initialization: 6.297000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 107.844002
Copyback: 0.020000
Sum: 0.047000
It 5,Best ac:0.001810 1.000000 fi:0.099652. Ave ac:0.003809,0.006760
Initialization: 6.231000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 104.197998
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001810 1.000000 fi:0.099652. Ave ac:0.002921,0.006101
Initialization: 6.210000
Memcpy Classifiers: 0.502000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 103.124001
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.002263 1.000000 fi:0.099482. Ave ac:0.002372,0.004845
Initialization: 6.243000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 103.667999
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001358 1.000000 fi:0.099823. Ave ac:0.003036,0.005008
Initialization: 6.290000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 105.228996
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.001358 1.000000 fi:0.099823. Ave ac:0.002826,0.004642
Iteration 10:MDL fitness activated
Error 0.099823 TL 0.049271
MDL Theory Length Weight: 0.6753368489 (3)
Initialization: 6.270000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.021000
Kernel 1: 0.023000
Kernel 2: 107.782997
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.000905 1.000000 fi:0.124140. Ave ac:0.002977,0.005249
Initialization: 6.228000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 102.877998
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.000905 1.000000 fi:0.122724. Ave ac:0.002784,0.004760
Initialization: 6.327000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.010000
Kernel 1: 0.033000
Kernel 2: 107.287003
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001358 1.000000 fi:0.119826. Ave ac:0.003545,0.005382
Initialization: 6.197000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.246000
Kernel 1: 0.032000
Kernel 2: 106.926003
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001357 1.000000 fi:0.119910. Ave ac:0.002919,0.004032
Initialization: 6.282000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.820000
Kernel 1: 0.024000
Kernel 2: 106.644997
Copyback: 0.018000
Sum: 0.029000
It 14,Best ac:0.000905 1.000000 fi:0.119996. Ave ac:0.002412,0.003231
Initialization: 6.200000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.860000
Kernel 1: 0.039000
Kernel 2: 107.174004
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001131 1.000000 fi:0.122108. Ave ac:0.002686,0.004194
Initialization: 6.194000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.828000
Kernel 1: 0.025000
Kernel 2: 105.375000
Copyback: 0.016000
Sum: 0.032000
It 16,Best ac:0.001358 1.000000 fi:0.117725. Ave ac:0.002169,0.002937
Initialization: 6.236000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.843000
Kernel 1: 0.025000
Kernel 2: 102.237000
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.000905 1.000000 fi:0.120786. Ave ac:0.002460,0.004481
Initialization: 6.207000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.896000
Kernel 1: 0.023000
Kernel 2: 101.654999
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001584 1.000000 fi:0.116931. Ave ac:0.002530,0.003766
Initialization: 6.250000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.822000
Kernel 1: 0.024000
Kernel 2: 104.823997
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001358 1.000000 fi:0.119897. Ave ac:0.002888,0.004443
Initialization: 7.831000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 101.241997
Copyback: 0.018000
Sum: 0.041000
It 20,Best ac:0.000905 1.000000 fi:0.118217. Ave ac:0.002754,0.003767
Initialization: 8.962000
Memcpy Classifiers: 0.840000
Memcpy Instances: 12.893000
Kernel 1: 0.023000
Kernel 2: 102.931000
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.000905 1.000000 fi:0.117895. Ave ac:0.003144,0.005098
Initialization: 6.261000
Memcpy Classifiers: 0.479000
Memcpy Instances: 8.839000
Kernel 1: 0.025000
Kernel 2: 101.519997
Copyback: 0.018000
Sum: 0.045000
It 22,Best ac:0.001358 1.000000 fi:0.117295. Ave ac:0.002852,0.005171
Initialization: 6.288000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.822000
Kernel 1: 0.025000
Kernel 2: 97.603996
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000905 1.000000 fi:0.116933. Ave ac:0.003066,0.004292
Initialization: 6.303000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 97.223999
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.001584 1.000000 fi:0.115045. Ave ac:0.003356,0.004973
Initialization: 8.098000
Memcpy Classifiers: 0.417000
Memcpy Instances: 10.237000
Kernel 1: 0.023000
Kernel 2: 94.467003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002263 1.000000 fi:0.117863. Ave ac:0.003098,0.004862
Initialization: 8.730000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.935000
Kernel 1: 0.024000
Kernel 2: 95.003998
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001358 1.000000 fi:0.119725. Ave ac:0.002433,0.003575
Initialization: 8.582000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.101000
Kernel 1: 0.023000
Kernel 2: 94.584000
Copyback: 0.370000
Sum: 0.035000
It 27,Best ac:0.002036 1.000000 fi:0.113588. Ave ac:0.002275,0.004010
Initialization: 7.603000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 93.866997
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001131 1.000000 fi:0.117747. Ave ac:0.002247,0.003205
Initialization: 6.273000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 91.975998
Copyback: 0.016000
Sum: 0.037000
It 29,Best ac:0.001131 1.000000 fi:0.114994. Ave ac:0.002816,0.005228
Initialization: 6.310000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.030000
Kernel 1: 0.032000
Kernel 2: 89.736000
Copyback: 0.017000
Sum: 0.042000
It 30,Best ac:0.001358 1.000000 fi:0.110316. Ave ac:0.002264,0.003727
Initialization: 6.225000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.815000
Kernel 1: 0.023000
Kernel 2: 90.359001
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.000905 1.000000 fi:0.113495. Ave ac:0.002839,0.004764
Initialization: 6.280000
Memcpy Classifiers: 0.457000
Memcpy Instances: 8.823000
Kernel 1: 0.024000
Kernel 2: 92.468002
Copyback: 0.019000
Sum: 0.035000
It 32,Best ac:0.000905 1.000000 fi:0.116502. Ave ac:0.002421,0.002990
Initialization: 7.193000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.882000
Kernel 1: 0.022000
Kernel 2: 92.096001
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001131 1.000000 fi:0.115176. Ave ac:0.002175,0.004985
Initialization: 27.429001
Memcpy Instances: 527.151978
Memcpy Classifiers: 0.073000
Kernel 1: 0.024000
Kernel 2: 519.244995
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 513.895996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 546.315002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.021000
Kernel 2: 512.197998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 506.803986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.021000
Kernel 2: 505.548004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.021000
Kernel 2: 506.153992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.016000
Kernel 2: 512.213013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.022000
Kernel 2: 513.893005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.022000
Kernel 2: 492.696014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.021000
Kernel 2: 536.289978
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 507.550995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 471.157990
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001258 0.774373 fi:0.340755. Ave ac:0.002286,0.008022
Best acc 0.001258 0.774373
Initialization: 6.333000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.834000
Kernel 1: 0.026000
Kernel 2: 111.468002
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006397 accuracy2:0.259793
Initialization: 6.315000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.851000
Kernel 1: 0.025000
Kernel 2: 110.394997
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.000905 1.000000 fi:0.099993. Ave ac:0.009036,0.017769
Initialization: 6.217000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 112.323997
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.000905 1.000000 fi:0.099993. Ave ac:0.008654,0.016975
Initialization: 6.231000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 109.314003
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.000905 1.000000 fi:0.099993. Ave ac:0.007010,0.012580
Initialization: 6.230000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.830000
Kernel 1: 0.024000
Kernel 2: 104.289001
Copyback: 0.017000
Sum: 0.038000
It 3,Best ac:0.001131 1.000000 fi:0.099908. Ave ac:0.005767,0.011602
Initialization: 6.199000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 103.014000
Copyback: 0.016000
Sum: 0.033000
It 4,Best ac:0.002716 1.000000 fi:0.099312. Ave ac:0.003824,0.006435
Initialization: 6.182000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 102.263000
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001584 1.000000 fi:0.099737. Ave ac:0.004119,0.006740
Initialization: 6.379000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 101.810997
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.002037 1.000000 fi:0.099567. Ave ac:0.003427,0.005044
Initialization: 6.245000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.836000
Kernel 1: 0.024000
Kernel 2: 102.013000
Copyback: 0.016000
Sum: 0.035000
It 7,Best ac:0.001584 1.000000 fi:0.099738. Ave ac:0.003738,0.005106
Initialization: 6.251000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 102.742996
Copyback: 0.016000
Sum: 0.031000
It 8,Best ac:0.001358 1.000000 fi:0.099823. Ave ac:0.003756,0.005553
Initialization: 6.309000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 101.717003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001131 1.000000 fi:0.099908. Ave ac:0.003224,0.006494
Iteration 10:MDL fitness activated
Error 0.099908 TL 0.048204
MDL Theory Length Weight: 0.6908759458 (6)
Initialization: 6.273000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 98.182999
Copyback: 0.020000
Sum: 0.033000
It 10,Best ac:0.001357 1.000000 fi:0.121634. Ave ac:0.003170,0.005386
Initialization: 6.333000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 103.759003
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.000905 1.000000 fi:0.123422. Ave ac:0.003417,0.005429
Initialization: 6.344000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 99.827003
Copyback: 0.017000
Sum: 0.042000
It 12,Best ac:0.002037 1.000000 fi:0.118327. Ave ac:0.003288,0.004719
Initialization: 6.198000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.834000
Kernel 1: 0.025000
Kernel 2: 97.686996
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.002037 1.000000 fi:0.120237. Ave ac:0.003285,0.006375
Initialization: 6.273000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 97.190002
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001131 1.000000 fi:0.121233. Ave ac:0.003074,0.004954
Initialization: 6.166000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.863000
Kernel 1: 0.023000
Kernel 2: 95.676003
Copyback: 0.016000
Sum: 0.034000
It 15,Best ac:0.002263 1.000000 fi:0.117661. Ave ac:0.002460,0.003977
Initialization: 6.265000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.820000
Kernel 1: 0.024000
Kernel 2: 92.765999
Copyback: 0.017000
Sum: 0.039000
It 16,Best ac:0.000905 1.000000 fi:0.122409. Ave ac:0.002836,0.005154
Initialization: 6.207000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 93.473000
Copyback: 0.017000
Sum: 0.037000
It 17,Best ac:0.003394 1.000000 fi:0.115825. Ave ac:0.002567,0.004273
Initialization: 6.256000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 93.157997
Copyback: 0.017000
Sum: 0.038000
It 18,Best ac:0.000905 1.000000 fi:0.117720. Ave ac:0.002565,0.003568
Initialization: 6.241000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.849000
Kernel 1: 0.023000
Kernel 2: 94.444000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.002716 1.000000 fi:0.117248. Ave ac:0.001954,0.002280
Initialization: 6.234000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 91.647003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001131 1.000000 fi:0.118348. Ave ac:0.001962,0.002490
Initialization: 6.268000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 91.963997
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001584 1.000000 fi:0.116009. Ave ac:0.001458,0.002457
Initialization: 6.241000
Memcpy Classifiers: 0.465000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 96.462997
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001358 1.000000 fi:0.112667. Ave ac:0.001986,0.003008
Initialization: 6.144000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 92.846001
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.001810 1.000000 fi:0.116719. Ave ac:0.001624,0.003299
Initialization: 6.218000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 95.695000
Copyback: 0.016000
Sum: 0.034000
It 24,Best ac:0.000905 1.000000 fi:0.115875. Ave ac:0.002367,0.003677
Initialization: 6.212000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 92.564003
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.002262 1.000000 fi:0.111011. Ave ac:0.002974,0.005087
Initialization: 6.221000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 91.953003
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001810 1.000000 fi:0.115222. Ave ac:0.001938,0.003103
Initialization: 6.314000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.830000
Kernel 1: 0.024000
Kernel 2: 91.667000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001584 1.000000 fi:0.112144. Ave ac:0.002111,0.002224
Initialization: 6.274000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 91.125999
Copyback: 0.016000
Sum: 0.033000
It 28,Best ac:0.001358 1.000000 fi:0.115682. Ave ac:0.001473,0.002783
Initialization: 6.110000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 90.686996
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.001584 1.000000 fi:0.116285. Ave ac:0.001948,0.003241
Initialization: 6.263000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 91.009003
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001358 1.000000 fi:0.113907. Ave ac:0.002452,0.004205
Initialization: 6.232000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 89.142998
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.001358 1.000000 fi:0.111808. Ave ac:0.002549,0.003932
Initialization: 6.215000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.864000
Kernel 1: 0.023000
Kernel 2: 89.195999
Copyback: 0.016000
Sum: 0.029000
It 32,Best ac:0.001584 1.000000 fi:0.114138. Ave ac:0.002419,0.004394
Initialization: 6.282000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 88.483002
Copyback: 0.371000
Sum: 0.028000
It 33,Best ac:0.002262 1.000000 fi:0.111407. Ave ac:0.001791,0.003158
Initialization: 23.072001
Memcpy Instances: 429.977997
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 506.740997
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 524.150024
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 534.236023
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 499.765991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 533.281006
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 504.391998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 485.524994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 494.144012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 498.919006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 507.183014
Copyback: 0.013000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 493.467010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 516.853027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.011000
Kernel 2: 455.627991
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.001380 0.802632 fi:0.310027. Ave ac:0.002295,0.008333
Best acc 0.001380 0.802632
Rule:Att PSSM_-1_13 is [<9.861814]|Att PSSM_-1_17 is [<4.410408]|Att PSSM_0_1 is [>5.525327]|Att PSSM_0_2 is [<-3.502733]|Att PSSM_0_12 is [-6.837611,-1.162389]|Att PSSM_3_12 is [-5.669728,-1.948127]|1
Accuracy : 0.741214
0	1	
161965	2115	
58606	11952	
Removed 380 instances. 220571 Instances left. Acc of rule 0.001380-0.802632
Initialization: 6.253000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.849000
Kernel 1: 0.026000
Kernel 2: 106.926003
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.006078 accuracy2:0.244671
Initialization: 6.271000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.683000
Kernel 1: 0.033000
Kernel 2: 106.061996
Copyback: 0.020000
Sum: 0.068000
It 0,Best ac:0.000680 1.000000 fi:0.307238. Ave ac:0.006277,0.010657
Initialization: 9.377000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.293000
Kernel 1: 0.025000
Kernel 2: 108.720001
Copyback: 0.018000
Sum: 0.038000
It 1,Best ac:0.001587 0.875000 fi:0.224734. Ave ac:0.006503,0.010296
Initialization: 6.274000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.845000
Kernel 1: 0.025000
Kernel 2: 105.700996
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.001587 0.875000 fi:0.224734. Ave ac:0.006760,0.012182
Initialization: 8.720000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.818000
Kernel 1: 0.025000
Kernel 2: 105.218002
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.000907 1.000000 fi:0.099991. Ave ac:0.005290,0.009510
Initialization: 7.061000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.665000
Kernel 1: 0.032000
Kernel 2: 102.403999
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001813 1.000000 fi:0.099649. Ave ac:0.004959,0.008955
Initialization: 6.262000
Memcpy Classifiers: 0.438000
Memcpy Instances: 10.908000
Kernel 1: 0.023000
Kernel 2: 104.191002
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001587 1.000000 fi:0.099734. Ave ac:0.004577,0.009256
Initialization: 6.350000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.065000
Kernel 1: 0.025000
Kernel 2: 102.448997
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.002493 1.000000 fi:0.099392. Ave ac:0.004283,0.008093
Initialization: 7.287000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.354000
Kernel 1: 0.033000
Kernel 2: 98.875000
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001360 1.000000 fi:0.099820. Ave ac:0.003278,0.006969
Initialization: 6.731000
Memcpy Classifiers: 0.744000
Memcpy Instances: 13.444000
Kernel 1: 0.027000
Kernel 2: 103.949997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.002267 1.000000 fi:0.099478. Ave ac:0.004326,0.007209
Initialization: 6.356000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.801000
Kernel 1: 0.024000
Kernel 2: 99.669998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001587 1.000000 fi:0.099735. Ave ac:0.002931,0.005760
Iteration 10:MDL fitness activated
Error 0.099735 TL 0.043408
MDL Theory Length Weight: 0.7658665288 (4)
Initialization: 7.407000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.501000
Kernel 1: 0.023000
Kernel 2: 98.953003
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001360 1.000000 fi:0.124765. Ave ac:0.002370,0.003405
Initialization: 6.251000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 101.486000
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001360 1.000000 fi:0.127956. Ave ac:0.002579,0.004318
Initialization: 7.728000
Memcpy Classifiers: 0.713000
Memcpy Instances: 11.503000
Kernel 1: 0.032000
Kernel 2: 99.969002
Copyback: 0.018000
Sum: 0.039000
It 12,Best ac:0.000907 1.000000 fi:0.123189. Ave ac:0.003191,0.005557
Initialization: 6.232000
Memcpy Classifiers: 0.490000
Memcpy Instances: 12.254000
Kernel 1: 0.023000
Kernel 2: 101.414001
Copyback: 0.016000
Sum: 0.030000
It 13,Best ac:0.000907 1.000000 fi:0.119943. Ave ac:0.003467,0.006689
Initialization: 8.341000
Memcpy Classifiers: 0.774000
Memcpy Instances: 10.992000
Kernel 1: 0.025000
Kernel 2: 97.733002
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001360 1.000000 fi:0.129509. Ave ac:0.002702,0.008079
Initialization: 7.198000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.668000
Kernel 1: 0.031000
Kernel 2: 98.178001
Copyback: 0.018000
Sum: 0.046000
It 15,Best ac:0.000906 1.000000 fi:0.128382. Ave ac:0.003801,0.009272
Initialization: 6.347000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.976000
Kernel 1: 0.023000
Kernel 2: 98.227997
Copyback: 0.017000
Sum: 0.040000
It 16,Best ac:0.001587 1.000000 fi:0.122780. Ave ac:0.005076,0.010996
Initialization: 8.197000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.151000
Kernel 1: 0.023000
Kernel 2: 93.691002
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.000907 1.000000 fi:0.115818. Ave ac:0.005400,0.011097
Initialization: 8.078000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.862000
Kernel 1: 0.023000
Kernel 2: 92.889999
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000907 1.000000 fi:0.117564. Ave ac:0.003311,0.007755
Initialization: 8.268000
Memcpy Classifiers: 0.541000
Memcpy Instances: 11.244000
Kernel 1: 0.023000
Kernel 2: 89.768997
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001587 1.000000 fi:0.115561. Ave ac:0.004072,0.008446
Initialization: 8.705000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.082000
Kernel 1: 0.023000
Kernel 2: 90.228996
Copyback: 0.018000
Sum: 0.038000
It 20,Best ac:0.001360 1.000000 fi:0.118583. Ave ac:0.003349,0.004749
Initialization: 7.152000
Memcpy Classifiers: 0.399000
Memcpy Instances: 13.607000
Kernel 1: 0.026000
Kernel 2: 90.685997
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001133 1.000000 fi:0.115913. Ave ac:0.002669,0.004240
Initialization: 15.723000
Memcpy Classifiers: 0.422000
Memcpy Instances: 8.908000
Kernel 1: 0.023000
Kernel 2: 88.362000
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.000907 1.000000 fi:0.115998. Ave ac:0.002828,0.004135
Initialization: 6.264000
Memcpy Classifiers: 0.433000
Memcpy Instances: 12.092000
Kernel 1: 0.024000
Kernel 2: 91.158997
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.001133 1.000000 fi:0.119791. Ave ac:0.003165,0.006539
Initialization: 6.250000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.871000
Kernel 1: 0.023000
Kernel 2: 90.324997
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.001587 1.000000 fi:0.114976. Ave ac:0.003428,0.005796
Initialization: 7.243000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.833000
Kernel 1: 0.025000
Kernel 2: 88.642998
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.002267 1.000000 fi:0.110975. Ave ac:0.003251,0.005091
Initialization: 6.315000
Memcpy Classifiers: 0.402000
Memcpy Instances: 11.588000
Kernel 1: 0.024000
Kernel 2: 87.157997
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.000907 1.000000 fi:0.116475. Ave ac:0.002938,0.005797
Initialization: 6.397000
Memcpy Classifiers: 0.478000
Memcpy Instances: 13.084000
Kernel 1: 0.024000
Kernel 2: 86.735001
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000907 1.000000 fi:0.115959. Ave ac:0.003231,0.006888
Initialization: 8.243000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 85.935997
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001814 1.000000 fi:0.113913. Ave ac:0.002257,0.003723
Initialization: 6.256000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.824000
Kernel 1: 0.025000
Kernel 2: 88.449997
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001134 1.000000 fi:0.114143. Ave ac:0.003161,0.004770
Initialization: 6.269000
Memcpy Classifiers: 0.409000
Memcpy Instances: 11.939000
Kernel 1: 0.022000
Kernel 2: 87.528999
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.002040 1.000000 fi:0.115531. Ave ac:0.002971,0.004809
Initialization: 6.261000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 86.512001
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.001133 1.000000 fi:0.115873. Ave ac:0.003193,0.005128
Initialization: 6.233000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.829000
Kernel 1: 0.026000
Kernel 2: 87.635002
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001587 1.000000 fi:0.116934. Ave ac:0.003341,0.005779
Initialization: 6.217000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 87.545998
Copyback: 0.018000
Sum: 0.037000
It 33,Best ac:0.001133 1.000000 fi:0.116390. Ave ac:0.002555,0.003287
Initialization: 24.899000
Memcpy Instances: 492.591003
Memcpy Classifiers: 0.071000
Kernel 1: 0.026000
Kernel 2: 479.688995
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 520.161987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 497.119995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 486.772003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.019000
Kernel 2: 489.190002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 490.993011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 504.164001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 477.993988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 493.847992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 503.523010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 496.023987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 497.558014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 241.098007
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000893 0.743396 fi:0.373084. Ave ac:0.002504,0.009006
Best acc 0.000893 0.743396
Initialization: 8.321000
Memcpy Classifiers: 0.788000
Memcpy Instances: 11.183000
Kernel 1: 0.025000
Kernel 2: 106.834000
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005655 accuracy2:0.244919
Initialization: 7.003000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 107.774002
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.000907 1.000000 fi:0.099992. Ave ac:0.007044,0.012572
Initialization: 6.252000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 105.384003
Copyback: 0.019000
Sum: 0.036000
It 1,Best ac:0.001133 1.000000 fi:0.099906. Ave ac:0.006422,0.011575
Initialization: 7.215000
Memcpy Classifiers: 0.470000
Memcpy Instances: 13.629000
Kernel 1: 0.027000
Kernel 2: 104.972000
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000907 1.000000 fi:0.099991. Ave ac:0.005853,0.009361
Initialization: 8.324000
Memcpy Classifiers: 0.666000
Memcpy Instances: 12.288000
Kernel 1: 0.025000
Kernel 2: 103.175003
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001814 1.000000 fi:0.099649. Ave ac:0.005538,0.008388
Initialization: 6.466000
Memcpy Classifiers: 0.470000
Memcpy Instances: 12.086000
Kernel 1: 0.023000
Kernel 2: 103.885002
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001587 1.000000 fi:0.099734. Ave ac:0.005597,0.008469
Initialization: 6.716000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 103.418999
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.001587 1.000000 fi:0.099734. Ave ac:0.006091,0.008899
Initialization: 6.190000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 100.314003
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.002493 1.000000 fi:0.099393. Ave ac:0.004630,0.007463
Initialization: 6.272000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.826000
Kernel 1: 0.025000
Kernel 2: 98.733002
Copyback: 0.018000
Sum: 0.036000
It 7,Best ac:0.001813 1.000000 fi:0.099649. Ave ac:0.003056,0.004029
Initialization: 6.691000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 100.695999
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.002040 1.000000 fi:0.099563. Ave ac:0.002964,0.004178
Initialization: 6.344000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 100.039001
Copyback: 0.018000
Sum: 0.050000
It 9,Best ac:0.002267 1.000000 fi:0.099478. Ave ac:0.003215,0.004526
Iteration 10:MDL fitness activated
Error 0.099478 TL 0.038221
MDL Theory Length Weight: 0.8675619136 (4)
Initialization: 6.204000
Memcpy Classifiers: 0.460000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 97.414001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000907 1.000000 fi:0.129570. Ave ac:0.002934,0.004052
Initialization: 6.283000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.712000
Kernel 1: 0.024000
Kernel 2: 97.289001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001133 1.000000 fi:0.129947. Ave ac:0.003301,0.004165
Initialization: 8.651000
Memcpy Classifiers: 0.646000
Memcpy Instances: 11.214000
Kernel 1: 0.024000
Kernel 2: 95.245003
Copyback: 0.018000
Sum: 0.047000
It 12,Best ac:0.000907 1.000000 fi:0.130507. Ave ac:0.002845,0.003544
Initialization: 8.005000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.849000
Kernel 1: 0.025000
Kernel 2: 94.833000
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.000907 1.000000 fi:0.126317. Ave ac:0.003146,0.004576
Initialization: 7.804000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 93.245003
Copyback: 0.016000
Sum: 0.032000
It 14,Best ac:0.001134 1.000000 fi:0.130039. Ave ac:0.002843,0.003613
Initialization: 8.909000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.188000
Kernel 1: 0.023000
Kernel 2: 92.106003
Copyback: 0.018000
Sum: 0.043000
It 15,Best ac:0.001134 1.000000 fi:0.125125. Ave ac:0.003211,0.005366
Initialization: 6.137000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.843000
Kernel 1: 0.025000
Kernel 2: 90.426003
Copyback: 0.020000
Sum: 0.033000
It 16,Best ac:0.001586 1.000000 fi:0.127190. Ave ac:0.002718,0.003964
Initialization: 6.255000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.468000
Kernel 1: 0.022000
Kernel 2: 91.396004
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001360 1.000000 fi:0.125040. Ave ac:0.002843,0.003468
Initialization: 6.264000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.961000
Kernel 1: 0.023000
Kernel 2: 91.564003
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.000907 1.000000 fi:0.131263. Ave ac:0.002828,0.004021
Initialization: 6.703000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.403000
Kernel 1: 0.024000
Kernel 2: 92.952003
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.000907 1.000000 fi:0.124270. Ave ac:0.002139,0.002759
Initialization: 6.203000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 94.425003
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.000907 1.000000 fi:0.128227. Ave ac:0.002968,0.003774
Initialization: 6.197000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 90.418999
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000907 1.000000 fi:0.124270. Ave ac:0.002726,0.003171
Initialization: 6.243000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.819000
Kernel 1: 0.025000
Kernel 2: 89.102997
Copyback: 0.016000
Sum: 0.030000
It 22,Best ac:0.001134 1.000000 fi:0.128091. Ave ac:0.002495,0.003278
Initialization: 6.228000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.793000
Kernel 1: 0.104000
Kernel 2: 88.905998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000907 1.000000 fi:0.121299. Ave ac:0.002951,0.003580
Initialization: 6.270000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.775000
Kernel 1: 0.022000
Kernel 2: 89.758003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.000907 1.000000 fi:0.124270. Ave ac:0.002844,0.003392
Initialization: 6.347000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 88.257004
Copyback: 0.018000
Sum: 0.038000
It 25,Best ac:0.001587 1.000000 fi:0.123743. Ave ac:0.001914,0.002271
Initialization: 8.141000
Memcpy Classifiers: 0.502000
Memcpy Instances: 12.993000
Kernel 1: 0.023000
Kernel 2: 89.393997
Copyback: 0.018000
Sum: 0.040000
It 26,Best ac:0.002494 1.000000 fi:0.123342. Ave ac:0.002698,0.003515
Initialization: 6.125000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.845000
Kernel 1: 0.023000
Kernel 2: 89.860001
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000907 1.000000 fi:0.118044. Ave ac:0.002223,0.003412
Initialization: 6.252000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.020000
Kernel 1: 0.024000
Kernel 2: 87.611000
Copyback: 0.016000
Sum: 0.036000
It 28,Best ac:0.001134 1.000000 fi:0.123117. Ave ac:0.002552,0.003685
Initialization: 6.260000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.105000
Kernel 1: 0.024000
Kernel 2: 86.379997
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.004307 1.000000 fi:0.118856. Ave ac:0.003417,0.004165
Initialization: 6.237000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 86.084999
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000906 1.000000 fi:0.118390. Ave ac:0.002645,0.003878
Initialization: 6.240000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.071000
Kernel 1: 0.023000
Kernel 2: 87.233002
Copyback: 0.019000
Sum: 0.034000
It 31,Best ac:0.000907 1.000000 fi:0.123008. Ave ac:0.002637,0.004489
Initialization: 6.302000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.304000
Kernel 1: 0.026000
Kernel 2: 88.223999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000907 1.000000 fi:0.125331. Ave ac:0.003413,0.004305
Initialization: 7.542000
Memcpy Classifiers: 0.451000
Memcpy Instances: 13.365000
Kernel 1: 0.026000
Kernel 2: 89.698997
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000907 1.000000 fi:0.118262. Ave ac:0.002369,0.003218
Initialization: 28.461000
Memcpy Instances: 526.619019
Memcpy Classifiers: 0.095000
Kernel 1: 0.026000
Kernel 2: 489.368988
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.093000
Kernel 1: 0.016000
Kernel 2: 512.034973
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 496.399994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.016000
Kernel 2: 518.723022
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.017000
Kernel 2: 528.466980
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 492.614990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 496.994995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 519.960022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 511.540985
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.109000
Kernel 1: 0.027000
Kernel 2: 504.106995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 508.415985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 496.454010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 259.125000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001637 0.741273 fi:0.386628. Ave ac:0.002475,0.008567
Best acc 0.001637 0.741273
Rule:Att PSSM_-3_10 is [>-1.145530]|Att PSSM_-1_13 is [>1.795208]|Att PSSM_0_4 is [<3.283265]|Att PSSM_0_7 is [<-3.324049]|Att PSSM_0_8 is [<4.077551]|Att PSSM_1_5 is [-3.409081,8.112299]|Att PSSM_4_1 is [-1.206642,3.229948]|Att PSSM_4_7 is [<-1.473477]|1
Accuracy : 0.741764
0	1	
161897	2183	
58409	12149	
Removed 265 instances. 220306 Instances left. Acc of rule 0.000893-0.743396
Initialization: 8.151000
Memcpy Classifiers: 0.805000
Memcpy Instances: 11.050000
Kernel 1: 0.026000
Kernel 2: 107.440002
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.006309 accuracy2:0.245191
Initialization: 6.329000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.854000
Kernel 1: 0.025000
Kernel 2: 107.361000
Copyback: 0.017000
Sum: 0.062000
It 0,Best ac:0.001362 0.857143 fi:0.242675. Ave ac:0.007525,0.012876
Initialization: 6.777000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.827000
Kernel 1: 0.025000
Kernel 2: 105.220001
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001816 0.888889 fi:0.210758. Ave ac:0.007070,0.013781
Initialization: 6.280000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.838000
Kernel 1: 0.025000
Kernel 2: 106.827003
Copyback: 0.016000
Sum: 0.032000
It 2,Best ac:0.000908 1.000000 fi:0.099990. Ave ac:0.006726,0.011410
Initialization: 6.366000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.830000
Kernel 1: 0.022000
Kernel 2: 103.973999
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001135 1.000000 fi:0.099904. Ave ac:0.005458,0.008679
Initialization: 7.106000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.352000
Kernel 1: 0.024000
Kernel 2: 102.953003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.000908 1.000000 fi:0.099990. Ave ac:0.005492,0.008778
Initialization: 8.567000
Memcpy Classifiers: 0.646000
Memcpy Instances: 8.829000
Kernel 1: 0.023000
Kernel 2: 102.494003
Copyback: 0.018000
Sum: 0.043000
It 5,Best ac:0.001589 1.000000 fi:0.099732. Ave ac:0.003864,0.006032
Initialization: 6.393000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 100.136002
Copyback: 0.018000
Sum: 0.046000
It 6,Best ac:0.002497 1.000000 fi:0.099389. Ave ac:0.004103,0.006663
Initialization: 6.996000
Memcpy Classifiers: 0.490000
Memcpy Instances: 13.406000
Kernel 1: 0.026000
Kernel 2: 102.563004
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.002270 1.000000 fi:0.099475. Ave ac:0.004363,0.007280
Initialization: 7.061000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.420000
Kernel 1: 0.032000
Kernel 2: 103.643997
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.001135 1.000000 fi:0.099904. Ave ac:0.003946,0.007674
Initialization: 8.551000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 107.767998
Copyback: 0.019000
Sum: 0.042000
It 9,Best ac:0.001135 1.000000 fi:0.099904. Ave ac:0.003641,0.006757
Iteration 10:MDL fitness activated
Error 0.099904 TL 0.041460
MDL Theory Length Weight: 0.8032098788 (4)
Initialization: 6.294000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 104.350998
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001589 1.000000 fi:0.123966. Ave ac:0.003392,0.005880
Initialization: 6.382000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.838000
Kernel 1: 0.025000
Kernel 2: 102.657997
Copyback: 0.018000
Sum: 0.034000
It 11,Best ac:0.001135 1.000000 fi:0.118460. Ave ac:0.003028,0.004912
Initialization: 6.451000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.739000
Kernel 1: 0.024000
Kernel 2: 103.345001
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.001135 1.000000 fi:0.117441. Ave ac:0.002424,0.004689
Initialization: 8.076000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.844000
Kernel 1: 0.023000
Kernel 2: 98.850998
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001135 1.000000 fi:0.121798. Ave ac:0.003165,0.006340
Initialization: 6.317000
Memcpy Classifiers: 0.508000
Memcpy Instances: 11.002000
Kernel 1: 0.025000
Kernel 2: 99.950996
Copyback: 0.019000
Sum: 0.043000
It 14,Best ac:0.000908 1.000000 fi:0.118051. Ave ac:0.002837,0.003975
Initialization: 6.253000
Memcpy Classifiers: 0.439000
Memcpy Instances: 11.225000
Kernel 1: 0.031000
Kernel 2: 103.307999
Copyback: 0.018000
Sum: 0.039000
It 15,Best ac:0.001135 1.000000 fi:0.125522. Ave ac:0.002813,0.005180
Initialization: 6.289000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 100.685997
Copyback: 0.018000
Sum: 0.041000
It 16,Best ac:0.001362 1.000000 fi:0.118456. Ave ac:0.002924,0.004861
Initialization: 6.273000
Memcpy Classifiers: 0.458000
Memcpy Instances: 11.810000
Kernel 1: 0.031000
Kernel 2: 96.732002
Copyback: 0.018000
Sum: 0.041000
It 17,Best ac:0.001816 1.000000 fi:0.117835. Ave ac:0.002769,0.006054
Initialization: 8.254000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.098000
Kernel 1: 0.025000
Kernel 2: 98.098000
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001135 1.000000 fi:0.121798. Ave ac:0.002546,0.003703
Initialization: 8.349000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.822000
Kernel 1: 0.025000
Kernel 2: 98.458000
Copyback: 0.018000
Sum: 0.032000
It 19,Best ac:0.002497 1.000000 fi:0.113958. Ave ac:0.001948,0.002343
Initialization: 7.326000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.289000
Kernel 1: 0.025000
Kernel 2: 95.657997
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001589 1.000000 fi:0.120091. Ave ac:0.002221,0.004425
Initialization: 8.276000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.098000
Kernel 1: 0.024000
Kernel 2: 97.264999
Copyback: 0.017000
Sum: 0.039000
It 21,Best ac:0.001135 1.000000 fi:0.119743. Ave ac:0.002685,0.004460
Initialization: 6.301000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 97.200996
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000908 1.000000 fi:0.118110. Ave ac:0.002279,0.006673
Initialization: 6.272000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.824000
Kernel 1: 0.024000
Kernel 2: 101.552002
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000908 1.000000 fi:0.119393. Ave ac:0.002177,0.002948
Initialization: 6.675000
Memcpy Classifiers: 0.768000
Memcpy Instances: 12.183000
Kernel 1: 0.024000
Kernel 2: 101.027000
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.001588 1.000000 fi:0.119833. Ave ac:0.002042,0.002532
Initialization: 8.241000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.825000
Kernel 1: 0.025000
Kernel 2: 98.636002
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001589 1.000000 fi:0.119110. Ave ac:0.001837,0.002479
Initialization: 6.256000
Memcpy Classifiers: 0.409000
Memcpy Instances: 10.342000
Kernel 1: 0.026000
Kernel 2: 95.497002
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001362 1.000000 fi:0.120263. Ave ac:0.002315,0.006293
Initialization: 7.019000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.660000
Kernel 1: 0.033000
Kernel 2: 95.536003
Copyback: 0.017000
Sum: 0.037000
It 27,Best ac:0.000908 1.000000 fi:0.119293. Ave ac:0.002250,0.004522
Initialization: 6.803000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 97.001999
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000908 1.000000 fi:0.116689. Ave ac:0.002355,0.004189
MDL Theory Length Weight: 0.7228888909 (10)
Initialization: 7.314000
Memcpy Classifiers: 0.572000
Memcpy Instances: 12.509000
Kernel 1: 0.026000
Kernel 2: 96.795998
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.002724 1.000000 fi:0.111139. Ave ac:0.003112,0.004258
Initialization: 6.324000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.893000
Kernel 1: 0.024000
Kernel 2: 98.165001
Copyback: 0.018000
Sum: 0.040000
It 30,Best ac:0.001135 1.000000 fi:0.116955. Ave ac:0.002578,0.005729
Initialization: 6.279000
Memcpy Classifiers: 0.399000
Memcpy Instances: 12.147000
Kernel 1: 0.024000
Kernel 2: 97.058998
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001361 1.000000 fi:0.117936. Ave ac:0.002667,0.004143
Initialization: 6.367000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 97.700996
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.000908 1.000000 fi:0.111365. Ave ac:0.003358,0.004502
Initialization: 7.721000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.823000
Kernel 1: 0.025000
Kernel 2: 97.420998
Copyback: 0.016000
Sum: 0.032000
It 33,Best ac:0.000908 1.000000 fi:0.117654. Ave ac:0.002448,0.004987
Initialization: 25.863001
Memcpy Instances: 501.268005
Memcpy Classifiers: 0.088000
Kernel 1: 0.027000
Kernel 2: 534.887024
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 538.401978
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.022000
Kernel 2: 536.765991
Copyback: 0.366000
Sum: 0.001000
Memcpy Classifiers: 0.098000
Kernel 1: 0.022000
Kernel 2: 535.804993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 519.617004
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.098000
Kernel 1: 0.022000
Kernel 2: 535.002991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 513.921021
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 533.953003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 534.882019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 514.508972
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 530.031006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.016000
Kernel 2: 517.783997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.016000
Kernel 2: 264.226013
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000872 0.727273 fi:0.405373. Ave ac:0.002124,0.007219
Best acc 0.000872 0.727273
Initialization: 6.327000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.844000
Kernel 1: 0.026000
Kernel 2: 105.485001
Copyback: 0.018000
Sum: 0.057000
Initial population average accuracy1:0.005702 accuracy2:0.260721
Initialization: 8.090000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.532000
Kernel 1: 0.024000
Kernel 2: 104.939003
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.002724 0.800000 fi:0.299303. Ave ac:0.007240,0.012783
Initialization: 6.757000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.463000
Kernel 1: 0.033000
Kernel 2: 104.574997
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000908 1.000000 fi:0.099990. Ave ac:0.006961,0.011559
Initialization: 6.163000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.873000
Kernel 1: 0.024000
Kernel 2: 104.347000
Copyback: 0.018000
Sum: 0.042000
It 2,Best ac:0.002497 0.846154 fi:0.253235. Ave ac:0.006484,0.010426
Initialization: 7.506000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.918000
Kernel 1: 0.024000
Kernel 2: 100.366997
Copyback: 0.021000
Sum: 0.041000
It 3,Best ac:0.000908 1.000000 fi:0.099990. Ave ac:0.006510,0.012173
Initialization: 6.278000
Memcpy Classifiers: 0.562000
Memcpy Instances: 10.867000
Kernel 1: 0.031000
Kernel 2: 100.045998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001589 0.875000 fi:0.224732. Ave ac:0.006015,0.012211
Initialization: 8.574000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.367000
Kernel 1: 0.032000
Kernel 2: 99.347000
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001135 1.000000 fi:0.099904. Ave ac:0.004890,0.009247
Initialization: 7.121000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.508000
Kernel 1: 0.026000
Kernel 2: 99.181000
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001135 1.000000 fi:0.099905. Ave ac:0.003664,0.005334
Initialization: 7.257000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 96.888000
Copyback: 0.018000
Sum: 0.041000
It 7,Best ac:0.001589 1.000000 fi:0.099732. Ave ac:0.003501,0.005756
Initialization: 6.847000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.799000
Kernel 1: 0.027000
Kernel 2: 98.999001
Copyback: 0.017000
Sum: 0.041000
It 8,Best ac:0.001362 1.000000 fi:0.099818. Ave ac:0.002861,0.004325
Initialization: 6.307000
Memcpy Classifiers: 0.548000
Memcpy Instances: 11.628000
Kernel 1: 0.032000
Kernel 2: 97.879997
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.001589 1.000000 fi:0.099732. Ave ac:0.003249,0.005043
Iteration 10:MDL fitness activated
Error 0.099732 TL 0.047554
MDL Theory Length Weight: 0.6990776800 (3)
Initialization: 6.315000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.816000
Kernel 1: 0.026000
Kernel 2: 99.038002
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.000908 1.000000 fi:0.125822. Ave ac:0.002976,0.004136
Initialization: 7.901000
Memcpy Classifiers: 0.934000
Memcpy Instances: 13.905000
Kernel 1: 0.026000
Kernel 2: 97.571999
Copyback: 0.018000
Sum: 0.042000
It 11,Best ac:0.001135 1.000000 fi:0.125593. Ave ac:0.002133,0.003381
Initialization: 6.229000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.830000
Kernel 1: 0.025000
Kernel 2: 97.383003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001362 1.000000 fi:0.123891. Ave ac:0.003842,0.005677
Initialization: 8.864000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.874000
Kernel 1: 0.023000
Kernel 2: 97.386002
Copyback: 0.018000
Sum: 0.037000
It 13,Best ac:0.001362 1.000000 fi:0.120553. Ave ac:0.004265,0.007303
Initialization: 8.168000
Memcpy Classifiers: 0.839000
Memcpy Instances: 10.501000
Kernel 1: 0.024000
Kernel 2: 96.924004
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.002043 1.000000 fi:0.117252. Ave ac:0.003609,0.006712
Initialization: 9.137000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.966000
Kernel 1: 0.023000
Kernel 2: 95.718002
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.000908 1.000000 fi:0.122881. Ave ac:0.002639,0.004852
Initialization: 6.319000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.736000
Kernel 1: 0.023000
Kernel 2: 96.106003
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001589 1.000000 fi:0.118303. Ave ac:0.003002,0.004459
Initialization: 8.556000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.457000
Kernel 1: 0.030000
Kernel 2: 97.138000
Copyback: 0.018000
Sum: 0.043000
It 17,Best ac:0.001362 1.000000 fi:0.121286. Ave ac:0.002465,0.003294
Initialization: 8.228000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.655000
Kernel 1: 0.033000
Kernel 2: 96.648003
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.002496 1.000000 fi:0.125700. Ave ac:0.003087,0.004864
Initialization: 6.323000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.002000
Kernel 1: 0.033000
Kernel 2: 94.655998
Copyback: 0.017000
Sum: 0.046000
It 19,Best ac:0.001589 1.000000 fi:0.119384. Ave ac:0.003067,0.005190
Initialization: 6.669000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.149000
Kernel 1: 0.024000
Kernel 2: 94.676003
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.000908 1.000000 fi:0.122632. Ave ac:0.002397,0.003641
Initialization: 6.244000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.665000
Kernel 1: 0.024000
Kernel 2: 93.246002
Copyback: 0.018000
Sum: 0.049000
It 21,Best ac:0.001135 1.000000 fi:0.116626. Ave ac:0.002610,0.003356
Initialization: 8.136000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.055000
Kernel 1: 0.032000
Kernel 2: 89.401001
Copyback: 0.017000
Sum: 0.037000
It 22,Best ac:0.000908 1.000000 fi:0.114453. Ave ac:0.002320,0.003614
Initialization: 8.381000
Memcpy Classifiers: 0.806000
Memcpy Instances: 12.070000
Kernel 1: 0.025000
Kernel 2: 91.111000
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000908 1.000000 fi:0.122569. Ave ac:0.003284,0.005680
Initialization: 6.426000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 88.775002
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001362 1.000000 fi:0.117205. Ave ac:0.003532,0.005885
Initialization: 7.489000
Memcpy Classifiers: 0.610000
Memcpy Instances: 8.884000
Kernel 1: 0.023000
Kernel 2: 91.482002
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001135 1.000000 fi:0.118384. Ave ac:0.002982,0.003593
Initialization: 7.229000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.476000
Kernel 1: 0.023000
Kernel 2: 91.528000
Copyback: 0.018000
Sum: 0.033000
It 26,Best ac:0.001362 1.000000 fi:0.118364. Ave ac:0.003306,0.004268
Initialization: 6.264000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.163000
Kernel 1: 0.032000
Kernel 2: 86.958000
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000908 1.000000 fi:0.109847. Ave ac:0.003733,0.006283
Initialization: 7.922000
Memcpy Classifiers: 0.399000
Memcpy Instances: 13.098000
Kernel 1: 0.026000
Kernel 2: 88.985001
Copyback: 0.016000
Sum: 0.030000
It 28,Best ac:0.001588 1.000000 fi:0.118095. Ave ac:0.003159,0.006708
Initialization: 6.287000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.115000
Kernel 1: 0.024000
Kernel 2: 88.331001
Copyback: 0.017000
Sum: 0.037000
It 29,Best ac:0.003177 1.000000 fi:0.114225. Ave ac:0.003363,0.005158
Initialization: 7.316000
Memcpy Classifiers: 0.744000
Memcpy Instances: 13.054000
Kernel 1: 0.026000
Kernel 2: 89.973000
Copyback: 0.018000
Sum: 0.038000
It 30,Best ac:0.001135 1.000000 fi:0.116830. Ave ac:0.003147,0.004688
Initialization: 6.340000
Memcpy Classifiers: 0.435000
Memcpy Instances: 12.026000
Kernel 1: 0.024000
Kernel 2: 90.953003
Copyback: 0.019000
Sum: 0.043000
It 31,Best ac:0.001135 1.000000 fi:0.115868. Ave ac:0.003620,0.005753
Initialization: 6.666000
Memcpy Classifiers: 0.417000
Memcpy Instances: 12.683000
Kernel 1: 0.022000
Kernel 2: 88.860001
Copyback: 0.018000
Sum: 0.032000
It 32,Best ac:0.000908 1.000000 fi:0.118797. Ave ac:0.003819,0.005912
Initialization: 7.733000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 90.152000
Copyback: 0.017000
Sum: 0.035000
It 33,Best ac:0.001361 1.000000 fi:0.112526. Ave ac:0.003162,0.004838
Initialization: 27.570999
Memcpy Instances: 522.689026
Memcpy Classifiers: 0.087000
Kernel 1: 0.026000
Kernel 2: 487.355988
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 498.890015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 504.128998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 503.610992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 494.526001
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 479.929993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 510.789001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 497.226013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 494.022003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.085000
Kernel 1: 0.017000
Kernel 2: 497.980988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 502.154999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.022000
Kernel 2: 492.200989
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.022000
Kernel 2: 257.382996
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001312 0.741026 fi:0.381453. Ave ac:0.003491,0.012680
Best acc 0.001312 0.741026
Rule:Att PSSM_-3_2 is [<-1.063337]|Att PSSM_-3_14 is [-6.141270,2.141270]|Att PSSM_-2_2 is [-6.414095,-2.003497]|Att PSSM_-2_14 is [-1.979952,8.867332]|Att PSSM_-1_6 is [-6.684681,7.345636]|Att PSSM_-1_9 is [-6.186850,0.186849]|Att PSSM_-1_14 is [-4.129262,6.129262]|Att PSSM_0_6 is [<-3.565274]|Att PSSM_0_7 is [-6.279678,-3.831192]|Att PSSM_4_7 is [<-1.779222]|Att PSSM_4_9 is [<5.358601]|1
Accuracy : 0.742565
0	1	
161796	2284	
58120	12438	
Removed 390 instances. 219916 Instances left. Acc of rule 0.001312-0.741026
Initialization: 6.940000
Memcpy Classifiers: 0.805000
Memcpy Instances: 11.156000
Kernel 1: 0.027000
Kernel 2: 109.094002
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005418 accuracy2:0.257286
Initialization: 7.919000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.714000
Kernel 1: 0.032000
Kernel 2: 109.352997
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.000909 1.000000 fi:0.099989. Ave ac:0.006287,0.009479
Initialization: 8.002000
Memcpy Classifiers: 0.699000
Memcpy Instances: 11.069000
Kernel 1: 0.023000
Kernel 2: 107.042999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001591 0.875000 fi:0.224730. Ave ac:0.006189,0.010354
Initialization: 7.070000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.812000
Kernel 1: 0.024000
Kernel 2: 105.470001
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001364 0.857143 fi:0.242673. Ave ac:0.005759,0.009879
Initialization: 7.054000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.813000
Kernel 1: 0.025000
Kernel 2: 105.500999
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001137 1.000000 fi:0.099902. Ave ac:0.005030,0.008854
Initialization: 7.998000
Memcpy Classifiers: 0.496000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 105.935997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001819 1.000000 fi:0.099643. Ave ac:0.005824,0.010292
Initialization: 6.230000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 107.474998
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.002046 1.000000 fi:0.099557. Ave ac:0.005837,0.011461
Initialization: 6.259000
Memcpy Classifiers: 0.490000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 105.387001
Copyback: 0.370000
Sum: 0.040000
It 6,Best ac:0.002046 1.000000 fi:0.099557. Ave ac:0.004339,0.008977
Initialization: 6.243000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.464000
Kernel 1: 0.032000
Kernel 2: 109.662003
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001819 1.000000 fi:0.099643. Ave ac:0.004110,0.008766
Initialization: 6.238000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.872000
Kernel 1: 0.023000
Kernel 2: 108.985001
Copyback: 0.017000
Sum: 0.048000
It 8,Best ac:0.001364 1.000000 fi:0.099816. Ave ac:0.003757,0.007995
Initialization: 8.468000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.912000
Kernel 1: 0.024000
Kernel 2: 107.464996
Copyback: 0.017000
Sum: 0.039000
It 9,Best ac:0.001364 1.000000 fi:0.099816. Ave ac:0.004557,0.009533
Iteration 10:MDL fitness activated
Error 0.099816 TL 0.028670
MDL Theory Length Weight: 1.1605038937 (5)
Initialization: 6.104000
Memcpy Classifiers: 0.457000
Memcpy Instances: 8.823000
Kernel 1: 0.025000
Kernel 2: 104.417000
Copyback: 0.018000
Sum: 0.051000
It 10,Best ac:0.000909 1.000000 fi:0.128633. Ave ac:0.003257,0.005358
Initialization: 6.355000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.891000
Kernel 1: 0.033000
Kernel 2: 99.811996
Copyback: 0.017000
Sum: 0.040000
It 11,Best ac:0.001137 1.000000 fi:0.132402. Ave ac:0.003681,0.007206
Initialization: 6.290000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.389000
Kernel 1: 0.023000
Kernel 2: 99.792000
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.000909 1.000000 fi:0.132347. Ave ac:0.003323,0.007083
Initialization: 6.161000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.818000
Kernel 1: 0.024000
Kernel 2: 99.047997
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.001819 1.000000 fi:0.126362. Ave ac:0.004003,0.007649
Initialization: 6.182000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.117000
Kernel 1: 0.033000
Kernel 2: 103.397003
Copyback: 0.019000
Sum: 0.032000
It 14,Best ac:0.000910 1.000000 fi:0.141414. Ave ac:0.003437,0.007445
Initialization: 6.359000
Memcpy Classifiers: 0.501000
Memcpy Instances: 13.588000
Kernel 1: 0.024000
Kernel 2: 94.961998
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.000909 1.000000 fi:0.131996. Ave ac:0.002973,0.006049
Initialization: 6.236000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.824000
Kernel 1: 0.024000
Kernel 2: 96.283997
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.003183 1.000000 fi:0.125681. Ave ac:0.003853,0.007618
Initialization: 8.703000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.836000
Kernel 1: 0.023000
Kernel 2: 92.811996
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001137 1.000000 fi:0.126448. Ave ac:0.003894,0.007586
Initialization: 8.787000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.814000
Kernel 1: 0.025000
Kernel 2: 91.132004
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001364 1.000000 fi:0.124580. Ave ac:0.003266,0.006081
Initialization: 6.579000
Memcpy Classifiers: 0.431000
Memcpy Instances: 11.604000
Kernel 1: 0.023000
Kernel 2: 92.800003
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001819 1.000000 fi:0.125490. Ave ac:0.003262,0.007867
Initialization: 6.915000
Memcpy Classifiers: 0.792000
Memcpy Instances: 12.999000
Kernel 1: 0.032000
Kernel 2: 94.935997
Copyback: 0.016000
Sum: 0.028000
It 20,Best ac:0.000910 1.000000 fi:0.123399. Ave ac:0.004126,0.007712
Initialization: 6.215000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 93.066002
Copyback: 0.018000
Sum: 0.030000
It 21,Best ac:0.000910 1.000000 fi:0.124488. Ave ac:0.003701,0.008516
Initialization: 6.170000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 93.014999
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.000909 1.000000 fi:0.121695. Ave ac:0.003084,0.008891
Initialization: 6.168000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.830000
Kernel 1: 0.024000
Kernel 2: 89.956001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001819 1.000000 fi:0.122734. Ave ac:0.003310,0.008970
Initialization: 6.229000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.813000
Kernel 1: 0.025000
Kernel 2: 90.920998
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.000910 1.000000 fi:0.121919. Ave ac:0.003077,0.007635
Initialization: 6.165000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 90.075996
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001592 1.000000 fi:0.121929. Ave ac:0.003068,0.007172
Initialization: 6.218000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.826000
Kernel 1: 0.023000
Kernel 2: 88.920998
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.002501 1.000000 fi:0.122363. Ave ac:0.003159,0.007712
Initialization: 6.205000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 88.504997
Copyback: 0.016000
Sum: 0.031000
It 27,Best ac:0.000910 1.000000 fi:0.118037. Ave ac:0.003639,0.006589
Initialization: 6.226000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 86.279999
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000910 1.000000 fi:0.119826. Ave ac:0.003030,0.005251
Initialization: 6.085000
Memcpy Classifiers: 0.404000
Memcpy Instances: 8.819000
Kernel 1: 0.025000
Kernel 2: 85.642998
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000910 1.000000 fi:0.123993. Ave ac:0.002849,0.004253
Initialization: 6.249000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 88.396004
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001819 1.000000 fi:0.121779. Ave ac:0.003367,0.004276
Initialization: 6.194000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.845000
Kernel 1: 0.025000
Kernel 2: 87.318001
Copyback: 0.016000
Sum: 0.027000
It 31,Best ac:0.000910 1.000000 fi:0.126496. Ave ac:0.002781,0.005107
Initialization: 6.171000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 88.321999
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.001137 1.000000 fi:0.117951. Ave ac:0.003654,0.011317
Initialization: 6.219000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.824000
Kernel 1: 0.024000
Kernel 2: 88.783997
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.002956 1.000000 fi:0.119922. Ave ac:0.002289,0.003658
Initialization: 23.330999
Memcpy Instances: 483.356995
Memcpy Classifiers: 0.061000
Kernel 1: 0.029000
Kernel 2: 505.376007
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 498.558014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 507.641998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.012000
Kernel 2: 477.820007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.012000
Kernel 2: 481.625000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 499.083008
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 510.027008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 503.561005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.016000
Kernel 2: 488.928986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 478.890991
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.016000
Kernel 2: 484.429993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.086000
Kernel 1: 0.020000
Kernel 2: 495.634003
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.023000
Kernel 2: 250.035004
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.002301 0.763198 fi:0.356973. Ave ac:0.003214,0.013079
Best acc 0.002301 0.763198
Initialization: 6.226000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.853000
Kernel 1: 0.026000
Kernel 2: 106.853996
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005152 accuracy2:0.264825
Initialization: 6.215000
Memcpy Classifiers: 0.500000
Memcpy Instances: 8.817000
Kernel 1: 0.024000
Kernel 2: 106.956001
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.001591 0.777778 fi:0.321952. Ave ac:0.005650,0.010543
Initialization: 6.234000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.826000
Kernel 1: 0.023000
Kernel 2: 109.538002
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.001592 1.000000 fi:0.099729. Ave ac:0.005959,0.009858
Initialization: 6.231000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.832000
Kernel 1: 0.023000
Kernel 2: 110.668999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001592 1.000000 fi:0.099729. Ave ac:0.005256,0.008781
Initialization: 6.159000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 110.942001
Copyback: 0.016000
Sum: 0.029000
It 3,Best ac:0.001137 1.000000 fi:0.099902. Ave ac:0.005015,0.008874
Initialization: 6.213000
Memcpy Classifiers: 0.583000
Memcpy Instances: 11.785000
Kernel 1: 0.024000
Kernel 2: 111.362000
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.000910 1.000000 fi:0.099988. Ave ac:0.004263,0.007131
Initialization: 6.224000
Memcpy Classifiers: 0.523000
Memcpy Instances: 12.149000
Kernel 1: 0.025000
Kernel 2: 111.702003
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.002046 1.000000 fi:0.099557. Ave ac:0.004269,0.007082
Initialization: 8.096000
Memcpy Classifiers: 0.541000
Memcpy Instances: 12.479000
Kernel 1: 0.023000
Kernel 2: 113.842003
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.002273 1.000000 fi:0.099471. Ave ac:0.004387,0.008634
Initialization: 6.246000
Memcpy Classifiers: 0.535000
Memcpy Instances: 8.814000
Kernel 1: 0.024000
Kernel 2: 114.028999
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001592 1.000000 fi:0.099729. Ave ac:0.003957,0.007035
Initialization: 6.212000
Memcpy Classifiers: 0.509000
Memcpy Instances: 10.224000
Kernel 1: 0.032000
Kernel 2: 111.952003
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.002955 1.000000 fi:0.099212. Ave ac:0.004011,0.007769
Initialization: 7.036000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.402000
Kernel 1: 0.032000
Kernel 2: 109.538002
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.002046 1.000000 fi:0.099557. Ave ac:0.004075,0.006452
Iteration 10:MDL fitness activated
Error 0.099557 TL 0.045651
MDL Theory Length Weight: 0.7269470413 (2)
Initialization: 7.426000
Memcpy Classifiers: 0.537000
Memcpy Instances: 11.283000
Kernel 1: 0.026000
Kernel 2: 106.046997
Copyback: 0.018000
Sum: 0.031000
It 10,Best ac:0.000909 1.000000 fi:0.129151. Ave ac:0.003439,0.005317
Initialization: 6.344000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 104.822998
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.002728 1.000000 fi:0.114659. Ave ac:0.003810,0.007315
Initialization: 7.834000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.599000
Kernel 1: 0.024000
Kernel 2: 103.947998
Copyback: 0.025000
Sum: 0.043000
It 12,Best ac:0.001819 1.000000 fi:0.115964. Ave ac:0.004165,0.007469
Initialization: 8.525000
Memcpy Classifiers: 0.641000
Memcpy Instances: 10.438000
Kernel 1: 0.023000
Kernel 2: 100.107002
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.001137 1.000000 fi:0.118458. Ave ac:0.003076,0.005523
Initialization: 7.724000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.831000
Kernel 1: 0.023000
Kernel 2: 99.475998
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000910 1.000000 fi:0.119822. Ave ac:0.003033,0.005517
Initialization: 6.506000
Memcpy Classifiers: 0.633000
Memcpy Instances: 11.223000
Kernel 1: 0.024000
Kernel 2: 97.695000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001364 1.000000 fi:0.118644. Ave ac:0.003687,0.006568
Initialization: 7.773000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.815000
Kernel 1: 0.024000
Kernel 2: 100.045998
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.002046 1.000000 fi:0.118298. Ave ac:0.003599,0.005966
Initialization: 6.192000
Memcpy Classifiers: 0.415000
Memcpy Instances: 13.141000
Kernel 1: 0.026000
Kernel 2: 97.089996
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001819 1.000000 fi:0.115963. Ave ac:0.003243,0.006654
Initialization: 7.987000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.873000
Kernel 1: 0.024000
Kernel 2: 99.282997
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001364 1.000000 fi:0.118583. Ave ac:0.004267,0.008159
Initialization: 6.449000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 93.310997
Copyback: 0.017000
Sum: 0.042000
It 19,Best ac:0.000909 1.000000 fi:0.124651. Ave ac:0.003559,0.006458
Initialization: 6.223000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.859000
Kernel 1: 0.023000
Kernel 2: 97.150002
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001591 1.000000 fi:0.116976. Ave ac:0.002875,0.005886
MDL Theory Length Weight: 0.6542523371 (10)
Initialization: 6.179000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 93.820000
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000910 1.000000 fi:0.114578. Ave ac:0.003983,0.007772
Initialization: 6.053000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.837000
Kernel 1: 0.024000
Kernel 2: 93.106003
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000910 1.000000 fi:0.116689. Ave ac:0.002967,0.004568
Initialization: 6.255000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 96.274002
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000910 1.000000 fi:0.113509. Ave ac:0.003405,0.005916
Initialization: 6.224000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.845000
Kernel 1: 0.023000
Kernel 2: 96.787003
Copyback: 0.016000
Sum: 0.028000
It 24,Best ac:0.002273 1.000000 fi:0.111775. Ave ac:0.002979,0.005585
Initialization: 6.313000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.698000
Kernel 1: 0.024000
Kernel 2: 93.960999
Copyback: 0.018000
Sum: 0.043000
It 25,Best ac:0.000910 1.000000 fi:0.113509. Ave ac:0.003946,0.009299
Initialization: 7.809000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.816000
Kernel 1: 0.024000
Kernel 2: 93.844002
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000910 1.000000 fi:0.114853. Ave ac:0.003732,0.007725
Initialization: 6.300000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.839000
Kernel 1: 0.023000
Kernel 2: 93.225998
Copyback: 0.018000
Sum: 0.031000
It 27,Best ac:0.001137 1.000000 fi:0.112206. Ave ac:0.003692,0.010641
Initialization: 6.256000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 94.374001
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.001137 1.000000 fi:0.112836. Ave ac:0.004108,0.007576
Initialization: 6.207000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 89.889999
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.000910 1.000000 fi:0.114360. Ave ac:0.003665,0.008848
Initialization: 6.327000
Memcpy Classifiers: 0.399000
Memcpy Instances: 12.103000
Kernel 1: 0.024000
Kernel 2: 90.966003
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001592 1.000000 fi:0.111856. Ave ac:0.004084,0.007219
Initialization: 6.228000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.856000
Kernel 1: 0.023000
Kernel 2: 86.450996
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001137 1.000000 fi:0.113199. Ave ac:0.002910,0.006573
Initialization: 6.216000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 83.232002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001364 1.000000 fi:0.115512. Ave ac:0.004119,0.011080
Initialization: 6.268000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.838000
Kernel 1: 0.025000
Kernel 2: 79.723000
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001819 1.000000 fi:0.116791. Ave ac:0.003422,0.008291
MDL Theory Length Weight: 0.5888271034 (10)
Initialization: 23.427999
Memcpy Instances: 524.161987
Memcpy Classifiers: 0.073000
Kernel 1: 0.034000
Kernel 2: 469.523987
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 481.281006
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.093000
Kernel 1: 0.019000
Kernel 2: 480.212006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.098000
Kernel 1: 0.021000
Kernel 2: 480.242004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 456.312012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.019000
Kernel 2: 474.222992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.016000
Kernel 2: 474.951996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 473.681000
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 471.201996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.016000
Kernel 2: 479.369995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.020000
Kernel 2: 467.526001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.015000
Kernel 2: 469.341003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 227.643005
Copyback: 0.018000
Sum: 0.002000
It 34,Best ac:0.001232 0.794721 fi:0.316218. Ave ac:0.004980,0.021579
Best acc 0.001232 0.794721
Rule:Att PSSM_0_12 is [<-4.388969]|Att PSSM_1_4 is [-6.285529,-3.376671]|Att PSSM_1_8 is [-4.593899,4.444180]|Att PSSM_2_15 is [<2.610965]|Att PSSM_3_16 is [<-0.007556]|Att PSSM_4_10 is [>-0.921657]|1
Accuracy : 0.743422
0	1	
161726	2354	
57849	12709	
Removed 341 instances. 219575 Instances left. Acc of rule 0.001232-0.794721
Initialization: 6.254000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.838000
Kernel 1: 0.025000
Kernel 2: 105.893997
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005904 accuracy2:0.246845
Initialization: 6.259000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.851000
Kernel 1: 0.023000
Kernel 2: 106.449997
Copyback: 0.020000
Sum: 0.069000
It 0,Best ac:0.001366 0.857143 fi:0.242670. Ave ac:0.006180,0.011384
Initialization: 6.327000
Memcpy Classifiers: 0.806000
Memcpy Instances: 12.427000
Kernel 1: 0.024000
Kernel 2: 105.297997
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.001366 1.000000 fi:0.099813. Ave ac:0.005398,0.010158
Initialization: 6.233000
Memcpy Classifiers: 0.471000
Memcpy Instances: 10.368000
Kernel 1: 0.023000
Kernel 2: 102.739998
Copyback: 0.017000
Sum: 0.038000
It 2,Best ac:0.001822 0.888889 fi:0.210751. Ave ac:0.005046,0.008553
Initialization: 6.204000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.575000
Kernel 1: 0.033000
Kernel 2: 105.392998
Copyback: 0.017000
Sum: 0.041000
It 3,Best ac:0.001594 0.875000 fi:0.224727. Ave ac:0.004380,0.007295
Initialization: 8.185000
Memcpy Classifiers: 0.872000
Memcpy Instances: 11.164000
Kernel 1: 0.023000
Kernel 2: 101.967003
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.003188 0.875000 fi:0.224120. Ave ac:0.004771,0.009139
Initialization: 6.412000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.111000
Kernel 1: 0.023000
Kernel 2: 102.268997
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001366 1.000000 fi:0.099813. Ave ac:0.004486,0.011374
Initialization: 6.287000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.823000
Kernel 1: 0.024000
Kernel 2: 98.389000
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001594 1.000000 fi:0.099727. Ave ac:0.003462,0.005870
Initialization: 7.615000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.107000
Kernel 1: 0.022000
Kernel 2: 101.040001
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.002505 1.000000 fi:0.099380. Ave ac:0.002978,0.004720
Initialization: 6.286000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.816000
Kernel 1: 0.024000
Kernel 2: 96.082001
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.001139 1.000000 fi:0.099900. Ave ac:0.002962,0.004803
Initialization: 6.090000
Memcpy Classifiers: 0.417000
Memcpy Instances: 12.213000
Kernel 1: 0.024000
Kernel 2: 96.365997
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001366 1.000000 fi:0.099813. Ave ac:0.003227,0.005349
Iteration 10:MDL fitness activated
Error 0.099813 TL 0.044710
MDL Theory Length Weight: 0.7441544314 (3)
Initialization: 6.254000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.814000
Kernel 1: 0.023000
Kernel 2: 96.750000
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001366 1.000000 fi:0.123254. Ave ac:0.002776,0.003960
Initialization: 6.169000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.824000
Kernel 1: 0.023000
Kernel 2: 95.735001
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.001139 1.000000 fi:0.119440. Ave ac:0.002782,0.003340
Initialization: 6.171000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 95.647003
Copyback: 0.016000
Sum: 0.031000
It 12,Best ac:0.001366 1.000000 fi:0.121739. Ave ac:0.003487,0.004409
Initialization: 6.359000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.811000
Kernel 1: 0.024000
Kernel 2: 93.885002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000911 1.000000 fi:0.121724. Ave ac:0.003577,0.007605
Initialization: 6.238000
Memcpy Classifiers: 0.386000
Memcpy Instances: 8.817000
Kernel 1: 0.024000
Kernel 2: 93.434998
Copyback: 0.016000
Sum: 0.028000
It 14,Best ac:0.001594 1.000000 fi:0.118689. Ave ac:0.003124,0.004076
Initialization: 6.182000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.830000
Kernel 1: 0.025000
Kernel 2: 91.272003
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000911 1.000000 fi:0.116944. Ave ac:0.002817,0.003118
Initialization: 6.211000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.838000
Kernel 1: 0.023000
Kernel 2: 93.260002
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.000911 1.000000 fi:0.123560. Ave ac:0.002807,0.003157
Initialization: 6.219000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.829000
Kernel 1: 0.023000
Kernel 2: 90.726997
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001139 1.000000 fi:0.120908. Ave ac:0.002818,0.003259
Initialization: 6.248000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.812000
Kernel 1: 0.024000
Kernel 2: 90.074997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.003871 1.000000 fi:0.119410. Ave ac:0.003379,0.004622
Initialization: 6.237000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.834000
Kernel 1: 0.025000
Kernel 2: 89.066002
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.002049 1.000000 fi:0.115384. Ave ac:0.003308,0.004934
Initialization: 6.098000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.814000
Kernel 1: 0.025000
Kernel 2: 90.302002
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000911 1.000000 fi:0.119369. Ave ac:0.003156,0.004869
Initialization: 6.216000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 86.160004
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001594 1.000000 fi:0.113645. Ave ac:0.002644,0.004708
Initialization: 6.184000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 85.288002
Copyback: 0.016000
Sum: 0.034000
It 22,Best ac:0.001366 1.000000 fi:0.119179. Ave ac:0.002516,0.003905
Initialization: 6.193000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.812000
Kernel 1: 0.024000
Kernel 2: 84.403000
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.000911 1.000000 fi:0.118849. Ave ac:0.003504,0.006123
Initialization: 6.209000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 82.013000
Copyback: 0.371000
Sum: 0.029000
It 24,Best ac:0.002049 1.000000 fi:0.114550. Ave ac:0.003469,0.009625
Initialization: 6.197000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.823000
Kernel 1: 0.023000
Kernel 2: 82.625000
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001366 1.000000 fi:0.119348. Ave ac:0.002689,0.003667
Initialization: 6.163000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 82.460999
Copyback: 0.018000
Sum: 0.027000
It 26,Best ac:0.001366 1.000000 fi:0.117724. Ave ac:0.003408,0.005915
Initialization: 6.193000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.842000
Kernel 1: 0.025000
Kernel 2: 79.660004
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001366 1.000000 fi:0.113732. Ave ac:0.003034,0.004409
Initialization: 6.295000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 79.945000
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001138 1.000000 fi:0.114429. Ave ac:0.002822,0.004357
Initialization: 6.151000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.877000
Kernel 1: 0.022000
Kernel 2: 78.866997
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001366 1.000000 fi:0.112181. Ave ac:0.002675,0.003712
Initialization: 6.209000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.819000
Kernel 1: 0.025000
Kernel 2: 77.387001
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001821 1.000000 fi:0.117124. Ave ac:0.002667,0.004561
Initialization: 6.471000
Memcpy Classifiers: 0.319000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 77.913002
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001822 1.000000 fi:0.115868. Ave ac:0.002371,0.003940
Initialization: 6.197000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 75.763000
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.002505 1.000000 fi:0.115017. Ave ac:0.002845,0.005534
Initialization: 6.213000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 77.314003
Copyback: 0.018000
Sum: 0.031000
It 33,Best ac:0.000911 1.000000 fi:0.113646. Ave ac:0.002685,0.003477
Initialization: 24.712000
Memcpy Instances: 516.999023
Memcpy Classifiers: 0.090000
Kernel 1: 0.031000
Kernel 2: 457.821014
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 470.281006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 461.417999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.020000
Kernel 2: 470.769012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.021000
Kernel 2: 465.433990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.017000
Kernel 2: 470.183014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.021000
Kernel 2: 463.692993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 464.825989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 464.039001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 458.169006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 471.653992
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 472.523987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.022000
Kernel 2: 223.169998
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001093 0.766773 fi:0.355070. Ave ac:0.002211,0.007746
Best acc 0.001093 0.766773
Initialization: 6.223000
Memcpy Classifiers: 0.608000
Memcpy Instances: 8.816000
Kernel 1: 0.026000
Kernel 2: 106.932999
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006131 accuracy2:0.255281
Initialization: 6.247000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.811000
Kernel 1: 0.025000
Kernel 2: 108.507004
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.001366 1.000000 fi:0.099813. Ave ac:0.007146,0.012350
Initialization: 6.200000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 106.296997
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.003416 0.882353 fi:0.216680. Ave ac:0.006839,0.010385
Initialization: 6.183000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.833000
Kernel 1: 0.028000
Kernel 2: 103.908997
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001366 1.000000 fi:0.099813. Ave ac:0.005892,0.008589
Initialization: 6.156000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 100.737999
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001821 1.000000 fi:0.099640. Ave ac:0.005302,0.008639
Initialization: 6.244000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.880000
Kernel 1: 0.023000
Kernel 2: 97.934998
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.001138 1.000000 fi:0.099900. Ave ac:0.004676,0.007232
Initialization: 6.169000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.857000
Kernel 1: 0.033000
Kernel 2: 98.072998
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001366 1.000000 fi:0.099813. Ave ac:0.004674,0.007057
Initialization: 6.272000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.277000
Kernel 1: 0.024000
Kernel 2: 97.952003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.002049 1.000000 fi:0.099553. Ave ac:0.004178,0.005936
Initialization: 8.282000
Memcpy Classifiers: 0.783000
Memcpy Instances: 12.831000
Kernel 1: 0.023000
Kernel 2: 95.514999
Copyback: 0.016000
Sum: 0.036000
It 7,Best ac:0.002049 1.000000 fi:0.099553. Ave ac:0.005274,0.010191
Initialization: 6.261000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.808000
Kernel 1: 0.025000
Kernel 2: 94.148003
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001139 1.000000 fi:0.099900. Ave ac:0.004547,0.010214
Initialization: 6.199000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.828000
Kernel 1: 0.025000
Kernel 2: 94.767998
Copyback: 0.018000
Sum: 0.041000
It 9,Best ac:0.001139 1.000000 fi:0.099900. Ave ac:0.004101,0.007414
Iteration 10:MDL fitness activated
Error 0.099900 TL 0.043225
MDL Theory Length Weight: 0.7703924683 (4)
Initialization: 6.179000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 93.828003
Copyback: 0.018000
Sum: 0.038000
It 10,Best ac:0.001138 1.000000 fi:0.125797. Ave ac:0.003107,0.004704
Initialization: 6.185000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.827000
Kernel 1: 0.023000
Kernel 2: 92.633003
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.001366 1.000000 fi:0.119125. Ave ac:0.003472,0.005945
Initialization: 6.195000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 93.761002
Copyback: 0.016000
Sum: 0.028000
It 12,Best ac:0.001594 1.000000 fi:0.121892. Ave ac:0.004045,0.005846
Initialization: 6.176000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 93.568001
Copyback: 0.018000
Sum: 0.042000
It 13,Best ac:0.001139 1.000000 fi:0.120579. Ave ac:0.003493,0.005293
Initialization: 6.206000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.830000
Kernel 1: 0.023000
Kernel 2: 90.073997
Copyback: 0.018000
Sum: 0.039000
It 14,Best ac:0.001366 1.000000 fi:0.121149. Ave ac:0.003474,0.005128
Initialization: 6.096000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 89.920998
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001594 1.000000 fi:0.123223. Ave ac:0.003710,0.005852
Initialization: 6.199000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.830000
Kernel 1: 0.023000
Kernel 2: 92.445000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001822 1.000000 fi:0.122647. Ave ac:0.004062,0.006658
Initialization: 6.218000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.829000
Kernel 1: 0.023000
Kernel 2: 96.389999
Copyback: 0.016000
Sum: 0.030000
It 17,Best ac:0.001366 1.000000 fi:0.119486. Ave ac:0.003451,0.005217
Initialization: 6.164000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 91.855003
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001139 1.000000 fi:0.119768. Ave ac:0.003289,0.005640
Initialization: 6.157000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.819000
Kernel 1: 0.023000
Kernel 2: 90.078003
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.002505 1.000000 fi:0.122814. Ave ac:0.003981,0.006917
Initialization: 6.164000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 87.750999
Copyback: 0.018000
Sum: 0.028000
It 20,Best ac:0.001594 1.000000 fi:0.120609. Ave ac:0.003363,0.006015
MDL Theory Length Weight: 0.6933532215 (10)
Initialization: 6.196000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.810000
Kernel 1: 0.023000
Kernel 2: 89.857002
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.002277 1.000000 fi:0.116970. Ave ac:0.003355,0.005192
Initialization: 6.176000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.864000
Kernel 1: 0.023000
Kernel 2: 90.412003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001139 1.000000 fi:0.117953. Ave ac:0.002991,0.005525
Initialization: 6.178000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.811000
Kernel 1: 0.024000
Kernel 2: 88.183998
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.000911 1.000000 fi:0.118506. Ave ac:0.003630,0.005319
Initialization: 6.236000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 86.747002
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001138 1.000000 fi:0.111923. Ave ac:0.003696,0.006623
Initialization: 6.213000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.822000
Kernel 1: 0.024000
Kernel 2: 86.821999
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001366 1.000000 fi:0.113183. Ave ac:0.004158,0.007937
Initialization: 6.093000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.867000
Kernel 1: 0.022000
Kernel 2: 86.031998
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001366 1.000000 fi:0.117917. Ave ac:0.004038,0.006530
Initialization: 6.228000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.855000
Kernel 1: 0.023000
Kernel 2: 85.057999
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.001138 1.000000 fi:0.111546. Ave ac:0.003344,0.005591
Initialization: 6.233000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.813000
Kernel 1: 0.024000
Kernel 2: 89.460999
Copyback: 0.017000
Sum: 0.036000
It 28,Best ac:0.001366 1.000000 fi:0.111836. Ave ac:0.003779,0.006541
Initialization: 8.712000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.835000
Kernel 1: 0.023000
Kernel 2: 86.377998
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001595 1.000000 fi:0.111749. Ave ac:0.003313,0.006448
Initialization: 7.255000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.214000
Kernel 1: 0.023000
Kernel 2: 86.213997
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000911 1.000000 fi:0.113356. Ave ac:0.002905,0.005332
Initialization: 6.179000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 85.527000
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000911 1.000000 fi:0.111633. Ave ac:0.003126,0.005039
Initialization: 6.219000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.812000
Kernel 1: 0.025000
Kernel 2: 87.080002
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.000911 1.000000 fi:0.111633. Ave ac:0.002496,0.003705
Initialization: 6.155000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.877000
Kernel 1: 0.023000
Kernel 2: 82.962997
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.000911 1.000000 fi:0.114314. Ave ac:0.002945,0.004624
Initialization: 23.341000
Memcpy Instances: 534.810974
Memcpy Classifiers: 0.069000
Kernel 1: 0.023000
Kernel 2: 494.135010
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.078000
Kernel 1: 0.016000
Kernel 2: 461.661987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 477.433014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.016000
Kernel 2: 480.873993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.022000
Kernel 2: 479.056000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 473.626007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 473.621002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.022000
Kernel 2: 449.226013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 462.592010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 490.446014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.097000
Kernel 1: 0.022000
Kernel 2: 477.695007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.021000
Kernel 2: 498.785004
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 249.503998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001362 0.782723 fi:0.334597. Ave ac:0.003524,0.013829
Best acc 0.001362 0.782723
Rule:Att PSSM_-3_2 is [-4.713859,-0.273024]|Att PSSM_0_3 is [<-3.766062]|Att PSSM_0_7 is [<-3.890377]|Att PSSM_0_12 is [-6.451272,-2.647791]|Att PSSM_1_5 is [-0.858071,4.278292]|Att PSSM_4_7 is [<-3.603288]|1
Accuracy : 0.744342
0	1	
161643	2437	
57550	13008	
Removed 382 instances. 219193 Instances left. Acc of rule 0.001362-0.782723
Initialization: 7.455000
Memcpy Classifiers: 0.541000
Memcpy Instances: 11.891000
Kernel 1: 0.026000
Kernel 2: 106.783997
Copyback: 0.018000
Sum: 0.054000
Initial population average accuracy1:0.005360 accuracy2:0.255945
Initialization: 7.260000
Memcpy Classifiers: 0.914000
Memcpy Instances: 10.445000
Kernel 1: 0.024000
Kernel 2: 107.361000
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.000912 0.800000 fi:0.299985. Ave ac:0.006664,0.012158
Initialization: 7.341000
Memcpy Classifiers: 0.486000
Memcpy Instances: 12.225000
Kernel 1: 0.026000
Kernel 2: 107.460999
Copyback: 0.018000
Sum: 0.043000
It 1,Best ac:0.001597 1.000000 fi:0.099723. Ave ac:0.005749,0.011179
Initialization: 8.034000
Memcpy Classifiers: 0.775000
Memcpy Instances: 13.546000
Kernel 1: 0.024000
Kernel 2: 107.833000
Copyback: 0.018000
Sum: 0.040000
It 2,Best ac:0.001369 0.857143 fi:0.242668. Ave ac:0.004660,0.007686
Initialization: 7.346000
Memcpy Classifiers: 0.488000
Memcpy Instances: 14.059000
Kernel 1: 0.027000
Kernel 2: 108.052002
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.000912 1.000000 fi:0.099985. Ave ac:0.004218,0.006226
Initialization: 6.247000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.506000
Kernel 1: 0.025000
Kernel 2: 110.639999
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000913 1.000000 fi:0.099985. Ave ac:0.003692,0.006564
Initialization: 6.061000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.836000
Kernel 1: 0.023000
Kernel 2: 107.748001
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.000912 1.000000 fi:0.099985. Ave ac:0.003419,0.005177
Initialization: 6.217000
Memcpy Classifiers: 0.505000
Memcpy Instances: 13.032000
Kernel 1: 0.027000
Kernel 2: 107.767998
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.002282 1.000000 fi:0.099462. Ave ac:0.003161,0.005121
Initialization: 7.908000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.812000
Kernel 1: 0.023000
Kernel 2: 106.133003
Copyback: 0.018000
Sum: 0.036000
It 7,Best ac:0.001597 1.000000 fi:0.099723. Ave ac:0.003260,0.005226
Initialization: 7.930000
Memcpy Classifiers: 0.934000
Memcpy Instances: 11.682000
Kernel 1: 0.023000
Kernel 2: 108.870003
Copyback: 0.019000
Sum: 0.041000
It 8,Best ac:0.001597 1.000000 fi:0.099723. Ave ac:0.003625,0.009051
Initialization: 7.110000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.099000
Kernel 1: 0.033000
Kernel 2: 110.292999
Copyback: 0.016000
Sum: 0.029000
It 9,Best ac:0.001825 1.000000 fi:0.099636. Ave ac:0.002542,0.003530
Iteration 10:MDL fitness activated
Error 0.099636 TL 0.036839
MDL Theory Length Weight: 0.9015376808 (4)
Initialization: 7.598000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.138000
Kernel 1: 0.024000
Kernel 2: 111.234001
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001369 1.000000 fi:0.125676. Ave ac:0.002969,0.004485
Initialization: 7.360000
Memcpy Classifiers: 0.590000
Memcpy Instances: 11.427000
Kernel 1: 0.024000
Kernel 2: 114.261002
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000912 1.000000 fi:0.126467. Ave ac:0.002573,0.003981
Initialization: 6.293000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.870000
Kernel 1: 0.023000
Kernel 2: 112.571999
Copyback: 0.018000
Sum: 0.037000
It 12,Best ac:0.002053 1.000000 fi:0.123431. Ave ac:0.003256,0.007870
Initialization: 7.160000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.688000
Kernel 1: 0.032000
Kernel 2: 112.447998
Copyback: 0.018000
Sum: 0.041000
It 13,Best ac:0.001141 1.000000 fi:0.124207. Ave ac:0.003788,0.007225
Initialization: 6.883000
Memcpy Classifiers: 0.468000
Memcpy Instances: 12.309000
Kernel 1: 0.024000
Kernel 2: 108.682999
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.000912 1.000000 fi:0.118085. Ave ac:0.002874,0.004372
Initialization: 7.419000
Memcpy Classifiers: 0.595000
Memcpy Instances: 10.318000
Kernel 1: 0.023000
Kernel 2: 110.456001
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.001369 1.000000 fi:0.127306. Ave ac:0.002682,0.004558
Initialization: 6.265000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.916000
Kernel 1: 0.032000
Kernel 2: 106.944000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.000913 1.000000 fi:0.126881. Ave ac:0.002924,0.005994
Initialization: 8.373000
Memcpy Classifiers: 0.712000
Memcpy Instances: 8.991000
Kernel 1: 0.031000
Kernel 2: 105.208000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.000912 1.000000 fi:0.125262. Ave ac:0.002818,0.005434
Initialization: 8.617000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.183000
Kernel 1: 0.024000
Kernel 2: 106.338997
Copyback: 0.018000
Sum: 0.042000
It 18,Best ac:0.002509 1.000000 fi:0.122030. Ave ac:0.003474,0.007782
Initialization: 6.944000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.133000
Kernel 1: 0.024000
Kernel 2: 108.139999
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.000912 1.000000 fi:0.122723. Ave ac:0.002643,0.003899
Initialization: 6.919000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.907000
Kernel 1: 0.024000
Kernel 2: 111.529999
Copyback: 0.018000
Sum: 0.043000
It 20,Best ac:0.000912 1.000000 fi:0.126128. Ave ac:0.002925,0.004511
Initialization: 7.040000
Memcpy Classifiers: 0.468000
Memcpy Instances: 12.740000
Kernel 1: 0.026000
Kernel 2: 107.195000
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001141 1.000000 fi:0.120672. Ave ac:0.003204,0.004272
Initialization: 7.511000
Memcpy Classifiers: 0.443000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 112.469002
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000913 1.000000 fi:0.122008. Ave ac:0.002398,0.002905
Initialization: 6.187000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 106.577003
Copyback: 0.018000
Sum: 0.045000
It 23,Best ac:0.001369 1.000000 fi:0.121109. Ave ac:0.002848,0.003599
MDL Theory Length Weight: 0.8113839127 (10)
Initialization: 6.380000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 106.931999
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.000912 1.000000 fi:0.121830. Ave ac:0.002607,0.002996
Initialization: 6.325000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.820000
Kernel 1: 0.024000
Kernel 2: 101.788002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001141 1.000000 fi:0.119329. Ave ac:0.002867,0.004054
Initialization: 7.115000
Memcpy Classifiers: 0.419000
Memcpy Instances: 11.835000
Kernel 1: 0.024000
Kernel 2: 99.308998
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.000913 1.000000 fi:0.119761. Ave ac:0.002637,0.003051
Initialization: 6.307000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.893000
Kernel 1: 0.023000
Kernel 2: 99.112999
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.002965 1.000000 fi:0.118654. Ave ac:0.002674,0.003852
Initialization: 7.341000
Memcpy Classifiers: 0.493000
Memcpy Instances: 11.206000
Kernel 1: 0.024000
Kernel 2: 97.842003
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.001141 1.000000 fi:0.117604. Ave ac:0.002676,0.003914
Initialization: 6.159000
Memcpy Classifiers: 0.427000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 100.585999
Copyback: 0.018000
Sum: 0.030000
It 29,Best ac:0.000912 1.000000 fi:0.119761. Ave ac:0.003368,0.005027
Initialization: 6.146000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 103.219002
Copyback: 0.016000
Sum: 0.027000
It 30,Best ac:0.001141 1.000000 fi:0.118237. Ave ac:0.002638,0.005472
Initialization: 6.153000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.829000
Kernel 1: 0.023000
Kernel 2: 102.504997
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.002965 1.000000 fi:0.117344. Ave ac:0.002557,0.002788
Initialization: 6.192000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.819000
Kernel 1: 0.025000
Kernel 2: 99.533997
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001141 1.000000 fi:0.119067. Ave ac:0.002807,0.004765
Initialization: 6.230000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 99.671997
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.001141 1.000000 fi:0.116287. Ave ac:0.002425,0.003256
Initialization: 23.378000
Memcpy Instances: 442.252991
Memcpy Classifiers: 0.071000
Kernel 1: 0.028000
Kernel 2: 555.697998
Copyback: 0.367000
Sum: 0.016000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 554.043030
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 537.164978
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 547.591003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 526.314026
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.020000
Kernel 2: 529.918030
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.011000
Kernel 2: 547.638000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 552.502991
Copyback: 0.021000
Sum: 0.005000
Memcpy Classifiers: 0.102000
Kernel 1: 0.027000
Kernel 2: 550.120972
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 551.643005
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.022000
Kernel 2: 536.848999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 548.492004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 274.153015
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.001209 0.754986 fi:0.364055. Ave ac:0.002724,0.010071
Best acc 0.001209 0.754986
Initialization: 7.320000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.756000
Kernel 1: 0.025000
Kernel 2: 104.969002
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005338 accuracy2:0.254903
Initialization: 6.248000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 105.982002
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.001141 0.714286 fi:0.385612. Ave ac:0.006319,0.011392
Initialization: 6.368000
Memcpy Classifiers: 0.526000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 103.980003
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.000913 1.000000 fi:0.099985. Ave ac:0.006726,0.012877
Initialization: 6.241000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 102.676003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000913 1.000000 fi:0.099985. Ave ac:0.005777,0.009800
Initialization: 6.252000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.809000
Kernel 1: 0.025000
Kernel 2: 103.098999
Copyback: 0.016000
Sum: 0.034000
It 3,Best ac:0.000684 1.000000 fi:0.294599. Ave ac:0.006756,0.010703
Initialization: 6.178000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.806000
Kernel 1: 0.025000
Kernel 2: 102.788002
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.000912 1.000000 fi:0.099985. Ave ac:0.008740,0.015444
Initialization: 6.180000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 99.915001
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001141 1.000000 fi:0.099898. Ave ac:0.007721,0.012970
Initialization: 6.310000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.809000
Kernel 1: 0.025000
Kernel 2: 98.513000
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001141 1.000000 fi:0.099898. Ave ac:0.007052,0.012009
Initialization: 6.230000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 100.240997
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001825 1.000000 fi:0.099636. Ave ac:0.006577,0.010955
Initialization: 6.650000
Memcpy Classifiers: 0.450000
Memcpy Instances: 13.732000
Kernel 1: 0.032000
Kernel 2: 100.515999
Copyback: 0.018000
Sum: 0.029000
It 8,Best ac:0.001141 1.000000 fi:0.099898. Ave ac:0.006573,0.012724
Initialization: 8.007000
Memcpy Classifiers: 0.775000
Memcpy Instances: 12.931000
Kernel 1: 0.023000
Kernel 2: 101.339996
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.002053 1.000000 fi:0.099549. Ave ac:0.005824,0.009405
Iteration 10:MDL fitness activated
Error 0.099549 TL 0.041954
MDL Theory Length Weight: 0.7909374374 (1)
Initialization: 6.205000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 98.472000
Copyback: 0.017000
Sum: 0.040000
It 10,Best ac:0.001597 1.000000 fi:0.111296. Ave ac:0.005357,0.008358
Initialization: 7.344000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 101.026001
Copyback: 0.018000
Sum: 0.038000
It 11,Best ac:0.000912 1.000000 fi:0.126537. Ave ac:0.005433,0.010907
Initialization: 6.214000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 101.161003
Copyback: 0.017000
Sum: 0.027000
It 12,Best ac:0.001369 1.000000 fi:0.125786. Ave ac:0.005915,0.010048
Initialization: 6.176000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 99.980003
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.002053 1.000000 fi:0.117112. Ave ac:0.005013,0.010003
Initialization: 6.162000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 96.689003
Copyback: 0.016000
Sum: 0.030000
It 14,Best ac:0.000912 1.000000 fi:0.119702. Ave ac:0.004533,0.010120
Initialization: 6.149000
Memcpy Classifiers: 0.420000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 96.570999
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000912 1.000000 fi:0.124518. Ave ac:0.004267,0.007650
Initialization: 6.232000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.814000
Kernel 1: 0.025000
Kernel 2: 97.735001
Copyback: 0.017000
Sum: 0.023000
It 16,Best ac:0.001141 1.000000 fi:0.118728. Ave ac:0.004213,0.008233
Initialization: 8.182000
Memcpy Classifiers: 0.681000
Memcpy Instances: 12.280000
Kernel 1: 0.032000
Kernel 2: 96.157997
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001141 1.000000 fi:0.116808. Ave ac:0.003428,0.005892
Initialization: 6.217000
Memcpy Classifiers: 0.433000
Memcpy Instances: 12.459000
Kernel 1: 0.027000
Kernel 2: 98.874001
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001141 1.000000 fi:0.121450. Ave ac:0.003638,0.005896
Initialization: 6.495000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 100.029999
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.002053 1.000000 fi:0.119265. Ave ac:0.004038,0.006754
MDL Theory Length Weight: 0.7118436937 (11)
Initialization: 8.227000
Memcpy Classifiers: 0.670000
Memcpy Instances: 11.717000
Kernel 1: 0.024000
Kernel 2: 97.037003
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001825 1.000000 fi:0.111839. Ave ac:0.003484,0.009491
Initialization: 7.879000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.858000
Kernel 1: 0.023000
Kernel 2: 91.264999
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001369 1.000000 fi:0.116442. Ave ac:0.003362,0.006613
Initialization: 6.257000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.810000
Kernel 1: 0.024000
Kernel 2: 89.315002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001369 1.000000 fi:0.112014. Ave ac:0.003061,0.004424
Initialization: 6.775000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 88.681000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001141 1.000000 fi:0.112465. Ave ac:0.002275,0.003423
Initialization: 6.192000
Memcpy Classifiers: 0.426000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 88.804001
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001597 1.000000 fi:0.118288. Ave ac:0.002298,0.004641
Initialization: 6.177000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.824000
Kernel 1: 0.024000
Kernel 2: 90.162003
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000912 1.000000 fi:0.119716. Ave ac:0.002283,0.005300
Initialization: 6.225000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 90.235001
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.002053 1.000000 fi:0.118946. Ave ac:0.002938,0.004851
Initialization: 7.013000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 89.348000
Copyback: 0.017000
Sum: 0.044000
It 27,Best ac:0.000912 1.000000 fi:0.115841. Ave ac:0.002505,0.003009
Initialization: 6.291000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.808000
Kernel 1: 0.024000
Kernel 2: 87.670998
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001369 1.000000 fi:0.115667. Ave ac:0.001440,0.002552
Initialization: 6.205000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 90.625999
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001825 1.000000 fi:0.116742. Ave ac:0.002070,0.002669
MDL Theory Length Weight: 0.6406593243 (21)
Initialization: 6.201000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 87.632004
Copyback: 0.018000
Sum: 0.038000
It 30,Best ac:0.001141 1.000000 fi:0.113595. Ave ac:0.002138,0.004418
Initialization: 6.227000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 87.365997
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001597 1.000000 fi:0.109097. Ave ac:0.002587,0.003248
Initialization: 6.215000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 88.099998
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.002053 1.000000 fi:0.113251. Ave ac:0.002024,0.002910
Initialization: 6.216000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 87.695000
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.001141 1.000000 fi:0.117134. Ave ac:0.002067,0.003502
Initialization: 23.306000
Memcpy Instances: 433.846008
Memcpy Classifiers: 0.070000
Kernel 1: 0.027000
Kernel 2: 492.197998
Copyback: 0.018000
Sum: 0.012000
Memcpy Classifiers: 0.064000
Kernel 1: 0.018000
Kernel 2: 502.338989
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 499.545013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 513.586975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 499.065002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 510.571991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 504.011993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.016000
Kernel 2: 494.423004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 498.664001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 515.820007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 505.062988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 518.494995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.022000
Kernel 2: 247.054001
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001852 0.816901 fi:0.299960. Ave ac:0.002570,0.009488
Best acc 0.001852 0.816901
Rule:Att PSSM_-4_5 is [-3.009172,9.009172]|Att PSSM_-4_7 is [<2.018660]|Att PSSM_-3_1 is [-3.187421,5.892487]|Att PSSM_-3_12 is [<-1.068964]|Att PSSM_-2_4 is [<-1.004761]|Att PSSM_-2_10 is [>2.600376]|Att PSSM_-1_6 is [<-0.342489]|Att PSSM_0_12 is [<-2.060886]|Att PSSM_2_12 is [<-2.691654]|1
Accuracy : 0.745685
0	1	
161552	2528	
57144	13414	
Removed 497 instances. 218696 Instances left. Acc of rule 0.001852-0.816901
Initialization: 7.609000
Memcpy Classifiers: 0.579000
Memcpy Instances: 10.752000
Kernel 1: 0.034000
Kernel 2: 105.775002
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.006551 accuracy2:0.245333
Initialization: 8.104000
Memcpy Classifiers: 0.872000
Memcpy Instances: 9.123000
Kernel 1: 0.023000
Kernel 2: 107.023003
Copyback: 0.017000
Sum: 0.064000
It 0,Best ac:0.000914 1.000000 fi:0.099983. Ave ac:0.007253,0.012940
Initialization: 8.213000
Memcpy Classifiers: 0.937000
Memcpy Instances: 12.179000
Kernel 1: 0.025000
Kernel 2: 105.339996
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.000686 1.000000 fi:0.289039. Ave ac:0.005841,0.008934
Initialization: 6.065000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.809000
Kernel 1: 0.024000
Kernel 2: 105.220001
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.001143 0.714286 fi:0.385609. Ave ac:0.006538,0.010482
Initialization: 6.153000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.835000
Kernel 1: 0.025000
Kernel 2: 105.412003
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.002058 0.900000 fi:0.199544. Ave ac:0.006074,0.009366
Initialization: 6.157000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.842000
Kernel 1: 0.024000
Kernel 2: 103.807999
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.001143 1.000000 fi:0.099894. Ave ac:0.005870,0.009683
Initialization: 6.200000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 104.426003
Copyback: 0.016000
Sum: 0.032000
It 5,Best ac:0.001371 1.000000 fi:0.099807. Ave ac:0.005189,0.008361
Initialization: 6.189000
Memcpy Classifiers: 0.463000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 104.303001
Copyback: 0.018000
Sum: 0.036000
It 6,Best ac:0.001143 1.000000 fi:0.099895. Ave ac:0.004733,0.007827
Initialization: 6.261000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.136000
Kernel 1: 0.023000
Kernel 2: 101.007004
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.001143 1.000000 fi:0.099895. Ave ac:0.004459,0.007823
Initialization: 7.933000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.188000
Kernel 1: 0.023000
Kernel 2: 103.042999
Copyback: 0.017000
Sum: 0.039000
It 8,Best ac:0.002058 1.000000 fi:0.099544. Ave ac:0.004391,0.007492
Initialization: 7.993000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 103.418999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001600 1.000000 fi:0.099719. Ave ac:0.004454,0.007051
Iteration 10:MDL fitness activated
Error 0.099719 TL 0.035022
MDL Theory Length Weight: 0.9491187625 (2)
Initialization: 6.135000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.842000
Kernel 1: 0.024000
Kernel 2: 97.900002
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.000914 1.000000 fi:0.129806. Ave ac:0.004253,0.007137
Initialization: 6.187000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.835000
Kernel 1: 0.025000
Kernel 2: 100.851997
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.001829 1.000000 fi:0.125462. Ave ac:0.004641,0.010127
Initialization: 6.437000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.872000
Kernel 1: 0.023000
Kernel 2: 99.365997
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.001372 1.000000 fi:0.115368. Ave ac:0.002850,0.005451
Initialization: 6.238000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 100.087997
Copyback: 0.018000
Sum: 0.034000
It 13,Best ac:0.002515 1.000000 fi:0.125842. Ave ac:0.003156,0.006342
Initialization: 6.198000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 101.212997
Copyback: 0.018000
Sum: 0.035000
It 14,Best ac:0.001829 1.000000 fi:0.129262. Ave ac:0.003640,0.006946
Initialization: 6.261000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.869000
Kernel 1: 0.027000
Kernel 2: 99.639000
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.000914 1.000000 fi:0.126595. Ave ac:0.003585,0.008091
Initialization: 6.225000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.870000
Kernel 1: 0.023000
Kernel 2: 97.869003
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001372 1.000000 fi:0.133540. Ave ac:0.004037,0.009222
Initialization: 6.212000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 98.848000
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001372 1.000000 fi:0.132199. Ave ac:0.002831,0.004721
Initialization: 6.161000
Memcpy Classifiers: 0.464000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 100.091003
Copyback: 0.016000
Sum: 0.031000
It 18,Best ac:0.001372 1.000000 fi:0.128796. Ave ac:0.002779,0.004215
Initialization: 6.166000
Memcpy Classifiers: 0.497000
Memcpy Instances: 11.783000
Kernel 1: 0.023000
Kernel 2: 98.587997
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.002286 1.000000 fi:0.126966. Ave ac:0.002594,0.004833
Initialization: 7.540000
Memcpy Classifiers: 0.533000
Memcpy Instances: 9.010000
Kernel 1: 0.023000
Kernel 2: 97.459000
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.000914 1.000000 fi:0.130239. Ave ac:0.002276,0.003182
Initialization: 6.261000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 100.178001
Copyback: 0.018000
Sum: 0.053000
It 21,Best ac:0.001143 1.000000 fi:0.122059. Ave ac:0.002170,0.003839
MDL Theory Length Weight: 0.8542068862 (10)
Initialization: 6.214000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.809000
Kernel 1: 0.024000
Kernel 2: 101.188004
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001372 1.000000 fi:0.126381. Ave ac:0.002280,0.003846
Initialization: 6.195000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.835000
Kernel 1: 0.021000
Kernel 2: 99.959999
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001143 1.000000 fi:0.117747. Ave ac:0.003178,0.005969
Initialization: 6.217000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 98.780998
Copyback: 0.016000
Sum: 0.032000
It 24,Best ac:0.000914 1.000000 fi:0.126073. Ave ac:0.002451,0.004066
Initialization: 6.198000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.842000
Kernel 1: 0.024000
Kernel 2: 99.005997
Copyback: 0.018000
Sum: 0.031000
It 25,Best ac:0.000914 1.000000 fi:0.117835. Ave ac:0.002777,0.003346
Initialization: 6.129000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.837000
Kernel 1: 0.024000
Kernel 2: 98.084999
Copyback: 0.018000
Sum: 0.037000
It 26,Best ac:0.001372 1.000000 fi:0.119754. Ave ac:0.002707,0.004152
Initialization: 6.216000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 101.406998
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001143 1.000000 fi:0.117747. Ave ac:0.003078,0.004498
Initialization: 6.313000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.518000
Kernel 1: 0.023000
Kernel 2: 99.638000
Copyback: 0.018000
Sum: 0.047000
It 28,Best ac:0.000914 1.000000 fi:0.122693. Ave ac:0.002264,0.004157
Initialization: 7.597000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.927000
Kernel 1: 0.022000
Kernel 2: 102.643997
Copyback: 0.018000
Sum: 0.038000
It 29,Best ac:0.001600 1.000000 fi:0.121214. Ave ac:0.003002,0.005661
Initialization: 6.701000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.563000
Kernel 1: 0.026000
Kernel 2: 99.285004
Copyback: 0.018000
Sum: 0.044000
It 30,Best ac:0.001600 1.000000 fi:0.122425. Ave ac:0.003176,0.005948
Initialization: 7.495000
Memcpy Classifiers: 0.617000
Memcpy Instances: 12.490000
Kernel 1: 0.027000
Kernel 2: 98.717003
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001600 1.000000 fi:0.123233. Ave ac:0.002392,0.003941
Initialization: 7.532000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.847000
Kernel 1: 0.024000
Kernel 2: 98.116997
Copyback: 0.018000
Sum: 0.037000
It 32,Best ac:0.001600 1.000000 fi:0.120894. Ave ac:0.002299,0.003409
MDL Theory Length Weight: 0.7687861976 (10)
Initialization: 6.885000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.926000
Kernel 1: 0.024000
Kernel 2: 95.306000
Copyback: 0.017000
Sum: 0.037000
It 33,Best ac:0.001829 1.000000 fi:0.116051. Ave ac:0.001968,0.003080
Initialization: 28.938999
Memcpy Instances: 475.440002
Memcpy Classifiers: 0.075000
Kernel 1: 0.023000
Kernel 2: 527.703979
Copyback: 0.019000
Sum: 0.015000
Memcpy Classifiers: 0.075000
Kernel 1: 0.017000
Kernel 2: 542.487000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.016000
Kernel 2: 531.679993
Copyback: 0.366000
Sum: 0.001000
Memcpy Classifiers: 0.108000
Kernel 1: 0.021000
Kernel 2: 546.729980
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 547.481018
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 542.856018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 554.877991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.107000
Kernel 1: 0.022000
Kernel 2: 548.541016
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 524.369995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.015000
Kernel 2: 532.012024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 536.973022
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.022000
Kernel 2: 523.476990
Copyback: 0.019000
Sum: 0.003000
Memcpy Classifiers: 0.058000
Kernel 1: 0.024000
Kernel 2: 179.356003
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000905 0.747170 fi:0.373979. Ave ac:0.002670,0.009798
Best acc 0.000905 0.747170
Initialization: 6.175000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.830000
Kernel 1: 0.026000
Kernel 2: 107.490997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.006079 accuracy2:0.248735
Initialization: 6.153000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.825000
Kernel 1: 0.023000
Kernel 2: 108.656998
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.000915 0.800000 fi:0.299982. Ave ac:0.006871,0.011658
Initialization: 6.206000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 108.263000
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.001372 0.857143 fi:0.242664. Ave ac:0.007933,0.014085
Initialization: 6.252000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.819000
Kernel 1: 0.023000
Kernel 2: 104.708000
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000914 1.000000 fi:0.099983. Ave ac:0.007141,0.011408
Initialization: 6.213000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 104.624001
Copyback: 0.370000
Sum: 0.038000
It 3,Best ac:0.001143 1.000000 fi:0.099895. Ave ac:0.006484,0.009119
Initialization: 6.245000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.826000
Kernel 1: 0.022000
Kernel 2: 103.535004
Copyback: 0.016000
Sum: 0.037000
It 4,Best ac:0.001372 1.000000 fi:0.099807. Ave ac:0.005488,0.006981
Initialization: 6.276000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.869000
Kernel 1: 0.023000
Kernel 2: 106.730003
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001372 1.000000 fi:0.099807. Ave ac:0.004555,0.007169
Initialization: 6.193000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.995000
Kernel 1: 0.032000
Kernel 2: 101.086998
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001143 1.000000 fi:0.099895. Ave ac:0.003682,0.005782
Initialization: 6.395000
Memcpy Classifiers: 0.490000
Memcpy Instances: 12.522000
Kernel 1: 0.024000
Kernel 2: 102.741997
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.000914 1.000000 fi:0.099983. Ave ac:0.003304,0.005408
Initialization: 6.171000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 101.209000
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.001372 1.000000 fi:0.099807. Ave ac:0.003136,0.004193
Initialization: 8.209000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.807000
Kernel 1: 0.025000
Kernel 2: 101.866997
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.002743 1.000000 fi:0.099280. Ave ac:0.003245,0.004558
Iteration 10:MDL fitness activated
Error 0.099280 TL 0.045008
MDL Theory Length Weight: 0.7352747888 (1)
Initialization: 6.145000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.809000
Kernel 1: 0.024000
Kernel 2: 101.507004
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.001372 1.000000 fi:0.124594. Ave ac:0.001698,0.002253
Initialization: 6.036000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.815000
Kernel 1: 0.025000
Kernel 2: 101.821999
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.001372 1.000000 fi:0.125729. Ave ac:0.002292,0.003422
Initialization: 6.153000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.843000
Kernel 1: 0.023000
Kernel 2: 99.891998
Copyback: 0.016000
Sum: 0.032000
It 12,Best ac:0.001600 1.000000 fi:0.120816. Ave ac:0.002254,0.003463
Initialization: 6.134000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 97.981003
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.001372 1.000000 fi:0.127341. Ave ac:0.002305,0.003051
Initialization: 6.157000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.814000
Kernel 1: 0.024000
Kernel 2: 100.505997
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.002058 1.000000 fi:0.121391. Ave ac:0.002808,0.004412
Initialization: 6.208000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.811000
Kernel 1: 0.025000
Kernel 2: 98.527000
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001143 1.000000 fi:0.124778. Ave ac:0.003224,0.003736
Initialization: 6.191000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.803000
Kernel 1: 0.024000
Kernel 2: 97.877998
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001372 1.000000 fi:0.118185. Ave ac:0.003068,0.003596
Initialization: 6.212000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.804000
Kernel 1: 0.024000
Kernel 2: 96.539001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001829 1.000000 fi:0.127225. Ave ac:0.003160,0.004368
Initialization: 6.341000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.806000
Kernel 1: 0.024000
Kernel 2: 99.367996
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000914 1.000000 fi:0.124770. Ave ac:0.002905,0.003820
Initialization: 6.232000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 96.967003
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.000915 1.000000 fi:0.119286. Ave ac:0.002472,0.003105
Initialization: 6.186000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.489000
Kernel 1: 0.024000
Kernel 2: 94.000000
Copyback: 0.016000
Sum: 0.033000
It 20,Best ac:0.001600 1.000000 fi:0.119535. Ave ac:0.002455,0.003303
Initialization: 7.802000
Memcpy Classifiers: 0.869000
Memcpy Instances: 11.708000
Kernel 1: 0.024000
Kernel 2: 94.546997
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001372 1.000000 fi:0.118569. Ave ac:0.002261,0.003051
Initialization: 6.191000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.817000
Kernel 1: 0.024000
Kernel 2: 96.934998
Copyback: 0.016000
Sum: 0.033000
It 22,Best ac:0.001143 1.000000 fi:0.118657. Ave ac:0.002404,0.004260
Initialization: 6.164000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.805000
Kernel 1: 0.025000
Kernel 2: 95.320000
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.001143 1.000000 fi:0.118273. Ave ac:0.002599,0.004766
Initialization: 6.160000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.804000
Kernel 1: 0.024000
Kernel 2: 96.088997
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.002058 1.000000 fi:0.117922. Ave ac:0.002755,0.003865
Initialization: 6.189000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.814000
Kernel 1: 0.024000
Kernel 2: 95.529999
Copyback: 0.018000
Sum: 0.034000
It 25,Best ac:0.002286 1.000000 fi:0.117757. Ave ac:0.002480,0.002567
Initialization: 7.575000
Memcpy Classifiers: 0.745000
Memcpy Instances: 12.921000
Kernel 1: 0.022000
Kernel 2: 94.660004
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.002515 1.000000 fi:0.118463. Ave ac:0.002182,0.002912
Initialization: 6.125000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.839000
Kernel 1: 0.025000
Kernel 2: 91.516998
Copyback: 0.016000
Sum: 0.032000
It 27,Best ac:0.002743 1.000000 fi:0.117298. Ave ac:0.002203,0.002409
Initialization: 6.097000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.806000
Kernel 1: 0.025000
Kernel 2: 87.019997
Copyback: 0.016000
Sum: 0.037000
It 28,Best ac:0.001143 1.000000 fi:0.120347. Ave ac:0.001940,0.002471
Initialization: 6.032000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.822000
Kernel 1: 0.024000
Kernel 2: 91.713997
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.002972 1.000000 fi:0.114896. Ave ac:0.002711,0.004583
Initialization: 6.209000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.838000
Kernel 1: 0.023000
Kernel 2: 90.485001
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000914 1.000000 fi:0.118745. Ave ac:0.002075,0.002280
Initialization: 6.159000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.831000
Kernel 1: 0.025000
Kernel 2: 87.665001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001143 1.000000 fi:0.119241. Ave ac:0.002030,0.002363
Initialization: 6.175000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 91.031998
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001600 1.000000 fi:0.117076. Ave ac:0.002813,0.003873
Initialization: 6.178000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.807000
Kernel 1: 0.023000
Kernel 2: 90.567001
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001372 1.000000 fi:0.118186. Ave ac:0.002143,0.002612
Initialization: 24.013000
Memcpy Instances: 526.205017
Memcpy Classifiers: 0.073000
Kernel 1: 0.027000
Kernel 2: 513.594971
Copyback: 0.016000
Sum: 0.019000
Memcpy Classifiers: 0.106000
Kernel 1: 0.023000
Kernel 2: 506.654999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 496.158997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 514.094971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.020000
Kernel 2: 513.656006
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.021000
Kernel 2: 504.085999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 495.777008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 512.418030
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 516.228027
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.023000
Kernel 2: 510.789001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.016000
Kernel 2: 504.015015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.084000
Kernel 1: 0.016000
Kernel 2: 512.789001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.019000
Kernel 2: 171.072998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000960 0.744681 fi:0.376381. Ave ac:0.002453,0.008814
Best acc 0.000960 0.744681
Rule:Att PSSM_-4_15 is [-2.002265,4.179969]|Att PSSM_0_2 is [<-1.110060]|Att PSSM_0_5 is [1.635754,6.425444]|Att PSSM_0_6 is [-6.311728,-1.688272]|Att PSSM_0_7 is [<-2.406820]|Att PSSM_0_10 is [-2.062271,4.062271]|Att PSSM_1_19 is [-1.532799,7.532799]|Att PSSM_2_20 is [-6.563545,6.156178]|Att PSSM_3_7 is [>-5.029841]|Att PSSM_4_14 is [-4.281332,6.918647]|1
Accuracy : 0.746243
0	1	
161485	2595	
56946	13612	
Removed 265 instances. 218431 Instances left. Acc of rule 0.000905-0.747170
Initialization: 6.331000
Memcpy Classifiers: 0.873000
Memcpy Instances: 12.947000
Kernel 1: 0.029000
Kernel 2: 105.684998
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005810 accuracy2:0.252144
Initialization: 6.249000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.797000
Kernel 1: 0.024000
Kernel 2: 107.693001
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.001602 0.777778 fi:0.321939. Ave ac:0.007220,0.013742
Initialization: 6.471000
Memcpy Classifiers: 0.676000
Memcpy Instances: 8.849000
Kernel 1: 0.040000
Kernel 2: 107.094002
Copyback: 0.018000
Sum: 0.039000
It 1,Best ac:0.001832 0.888889 fi:0.210739. Ave ac:0.006172,0.010430
Initialization: 6.178000
Memcpy Classifiers: 0.498000
Memcpy Instances: 8.836000
Kernel 1: 0.023000
Kernel 2: 110.337997
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001831 0.888889 fi:0.210740. Ave ac:0.005042,0.008610
Initialization: 8.027000
Memcpy Classifiers: 0.690000
Memcpy Instances: 12.477000
Kernel 1: 0.026000
Kernel 2: 109.716003
Copyback: 0.016000
Sum: 0.034000
It 3,Best ac:0.000916 1.000000 fi:0.099981. Ave ac:0.004125,0.006247
Initialization: 8.058000
Memcpy Classifiers: 0.713000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 108.537003
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001144 1.000000 fi:0.099893. Ave ac:0.003885,0.006275
Initialization: 6.135000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.820000
Kernel 1: 0.024000
Kernel 2: 107.323997
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001373 0.857143 fi:0.242662. Ave ac:0.003703,0.006066
Initialization: 6.258000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.810000
Kernel 1: 0.024000
Kernel 2: 105.417999
Copyback: 0.018000
Sum: 0.035000
It 6,Best ac:0.001144 1.000000 fi:0.099893. Ave ac:0.003472,0.005574
Initialization: 6.451000
Memcpy Classifiers: 0.488000
Memcpy Instances: 13.283000
Kernel 1: 0.026000
Kernel 2: 105.410004
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001831 1.000000 fi:0.099629. Ave ac:0.003827,0.005459
Initialization: 6.362000
Memcpy Classifiers: 0.507000
Memcpy Instances: 12.293000
Kernel 1: 0.023000
Kernel 2: 102.116997
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.001602 1.000000 fi:0.099717. Ave ac:0.003419,0.006132
Initialization: 6.177000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.819000
Kernel 1: 0.023000
Kernel 2: 101.613998
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.000916 1.000000 fi:0.099981. Ave ac:0.003535,0.007528
Iteration 10:MDL fitness activated
Error 0.099981 TL 0.039906
MDL Theory Length Weight: 0.8351432586 (3)
Initialization: 6.496000
Memcpy Classifiers: 0.489000
Memcpy Instances: 11.089000
Kernel 1: 0.023000
Kernel 2: 101.597000
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001373 1.000000 fi:0.127540. Ave ac:0.003802,0.008428
Initialization: 8.165000
Memcpy Classifiers: 0.839000
Memcpy Instances: 9.464000
Kernel 1: 0.023000
Kernel 2: 98.272003
Copyback: 0.018000
Sum: 0.049000
It 11,Best ac:0.000916 1.000000 fi:0.133833. Ave ac:0.003369,0.005801
Initialization: 6.400000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.821000
Kernel 1: 0.023000
Kernel 2: 101.019997
Copyback: 0.018000
Sum: 0.030000
It 12,Best ac:0.000916 1.000000 fi:0.127887. Ave ac:0.003403,0.005377
Initialization: 6.176000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.817000
Kernel 1: 0.023000
Kernel 2: 101.884003
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.000916 1.000000 fi:0.121172. Ave ac:0.003127,0.004225
Initialization: 6.189000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.855000
Kernel 1: 0.023000
Kernel 2: 100.566002
Copyback: 0.018000
Sum: 0.041000
It 14,Best ac:0.001144 1.000000 fi:0.125766. Ave ac:0.003346,0.004895
Initialization: 7.114000
Memcpy Classifiers: 0.775000
Memcpy Instances: 12.269000
Kernel 1: 0.023000
Kernel 2: 100.369003
Copyback: 0.018000
Sum: 0.043000
It 15,Best ac:0.001373 1.000000 fi:0.124374. Ave ac:0.003230,0.005066
Initialization: 6.208000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.790000
Kernel 1: 0.032000
Kernel 2: 100.886002
Copyback: 0.017000
Sum: 0.039000
It 16,Best ac:0.001602 1.000000 fi:0.123448. Ave ac:0.003042,0.004964
Initialization: 8.776000
Memcpy Classifiers: 0.615000
Memcpy Instances: 10.525000
Kernel 1: 0.024000
Kernel 2: 97.407997
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.001603 1.000000 fi:0.126990. Ave ac:0.002470,0.003919
Initialization: 7.083000
Memcpy Classifiers: 0.634000
Memcpy Instances: 14.239000
Kernel 1: 0.026000
Kernel 2: 96.549004
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000916 1.000000 fi:0.129972. Ave ac:0.002602,0.003110
Initialization: 6.240000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.156000
Kernel 1: 0.032000
Kernel 2: 98.192001
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000916 1.000000 fi:0.126837. Ave ac:0.002458,0.003030
Initialization: 7.240000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.800000
Kernel 1: 0.024000
Kernel 2: 95.914001
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.001144 1.000000 fi:0.121021. Ave ac:0.002467,0.003379
Initialization: 6.071000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 95.600998
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001832 1.000000 fi:0.121343. Ave ac:0.002725,0.003895
Initialization: 6.774000
Memcpy Classifiers: 0.452000
Memcpy Instances: 12.423000
Kernel 1: 0.026000
Kernel 2: 92.680000
Copyback: 0.017000
Sum: 0.043000
It 22,Best ac:0.002747 1.000000 fi:0.118741. Ave ac:0.002362,0.003103
Initialization: 8.044000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 95.162003
Copyback: 0.018000
Sum: 0.039000
It 23,Best ac:0.000916 1.000000 fi:0.127725. Ave ac:0.002709,0.003017
Initialization: 7.080000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.770000
Kernel 1: 0.023000
Kernel 2: 95.747002
Copyback: 0.018000
Sum: 0.041000
It 24,Best ac:0.002289 1.000000 fi:0.119676. Ave ac:0.002736,0.003323
Initialization: 6.201000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.023000
Kernel 1: 0.023000
Kernel 2: 97.177002
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.001373 1.000000 fi:0.123610. Ave ac:0.002351,0.003225
Initialization: 6.181000
Memcpy Classifiers: 0.415000
Memcpy Instances: 12.533000
Kernel 1: 0.026000
Kernel 2: 93.168999
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.002060 1.000000 fi:0.123429. Ave ac:0.001664,0.001590
Initialization: 8.104000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.203000
Kernel 1: 0.023000
Kernel 2: 95.842003
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.001373 1.000000 fi:0.123644. Ave ac:0.002317,0.002526
Initialization: 7.085000
Memcpy Classifiers: 0.444000
Memcpy Instances: 12.151000
Kernel 1: 0.023000
Kernel 2: 95.667999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000916 1.000000 fi:0.120283. Ave ac:0.002266,0.002243
Initialization: 6.060000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.337000
Kernel 1: 0.039000
Kernel 2: 95.222000
Copyback: 0.018000
Sum: 0.034000
It 29,Best ac:0.001832 1.000000 fi:0.123433. Ave ac:0.001543,0.001743
Initialization: 8.022000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.677000
Kernel 1: 0.023000
Kernel 2: 97.059998
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.000916 1.000000 fi:0.125453. Ave ac:0.002503,0.002896
Initialization: 6.445000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.876000
Kernel 1: 0.026000
Kernel 2: 97.128998
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001144 1.000000 fi:0.119901. Ave ac:0.002286,0.002232
MDL Theory Length Weight: 0.7516289328 (10)
Initialization: 6.237000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.814000
Kernel 1: 0.023000
Kernel 2: 92.906998
Copyback: 0.018000
Sum: 0.040000
It 32,Best ac:0.001374 1.000000 fi:0.122474. Ave ac:0.002154,0.002526
Initialization: 6.279000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.947000
Kernel 1: 0.024000
Kernel 2: 94.099998
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.002518 1.000000 fi:0.114613. Ave ac:0.001916,0.002850
Initialization: 26.339001
Memcpy Instances: 493.549988
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 524.354004
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.082000
Kernel 1: 0.018000
Kernel 2: 509.657013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 505.260010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 518.645996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 507.919006
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.016000
Kernel 2: 495.157013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 515.492981
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 521.906006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 524.473022
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 536.710999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 510.740997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 508.494995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.021000
Kernel 2: 177.401001
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.002509 0.764296 fi:0.350321. Ave ac:0.002036,0.007113
Best acc 0.002509 0.764296
Initialization: 7.092000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.811000
Kernel 1: 0.026000
Kernel 2: 107.185997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.006200 accuracy2:0.272491
Initialization: 8.964000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.008000
Kernel 1: 0.024000
Kernel 2: 106.487999
Copyback: 0.016000
Sum: 0.057000
It 0,Best ac:0.000916 1.000000 fi:0.099981. Ave ac:0.006661,0.012965
Initialization: 6.706000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.727000
Kernel 1: 0.023000
Kernel 2: 105.730003
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001373 0.857143 fi:0.242662. Ave ac:0.006922,0.015402
Initialization: 6.256000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.968000
Kernel 1: 0.024000
Kernel 2: 102.746002
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.000916 1.000000 fi:0.099981. Ave ac:0.006763,0.011679
Initialization: 6.248000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.797000
Kernel 1: 0.024000
Kernel 2: 101.248001
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000916 1.000000 fi:0.099981. Ave ac:0.005252,0.007697
Initialization: 6.237000
Memcpy Classifiers: 0.452000
Memcpy Instances: 12.117000
Kernel 1: 0.024000
Kernel 2: 102.509003
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001832 1.000000 fi:0.099629. Ave ac:0.005016,0.006829
Initialization: 7.302000
Memcpy Classifiers: 0.645000
Memcpy Instances: 9.614000
Kernel 1: 0.032000
Kernel 2: 104.890999
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001374 1.000000 fi:0.099805. Ave ac:0.005273,0.007848
Initialization: 7.144000
Memcpy Classifiers: 0.453000
Memcpy Instances: 10.861000
Kernel 1: 0.024000
Kernel 2: 104.066002
Copyback: 0.019000
Sum: 0.034000
It 6,Best ac:0.002747 0.923077 fi:0.176200. Ave ac:0.005548,0.007711
Initialization: 8.833000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.925000
Kernel 1: 0.023000
Kernel 2: 104.356003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001373 1.000000 fi:0.099805. Ave ac:0.004557,0.007175
Initialization: 6.218000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.090000
Kernel 1: 0.027000
Kernel 2: 101.186996
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001374 1.000000 fi:0.099805. Ave ac:0.003692,0.005682
Initialization: 8.722000
Memcpy Classifiers: 0.506000
Memcpy Instances: 12.248000
Kernel 1: 0.025000
Kernel 2: 100.653000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001373 1.000000 fi:0.099805. Ave ac:0.002978,0.004614
Iteration 10:MDL fitness activated
Error 0.099805 TL 0.050754
MDL Theory Length Weight: 0.6554779185 (6)
Initialization: 7.496000
Memcpy Classifiers: 0.641000
Memcpy Instances: 9.909000
Kernel 1: 0.021000
Kernel 2: 99.126999
Copyback: 0.018000
Sum: 0.041000
It 10,Best ac:0.002289 1.000000 fi:0.120876. Ave ac:0.002874,0.004413
Initialization: 6.675000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.914000
Kernel 1: 0.022000
Kernel 2: 97.110001
Copyback: 0.018000
Sum: 0.042000
It 11,Best ac:0.000916 1.000000 fi:0.126439. Ave ac:0.002623,0.004001
Initialization: 6.285000
Memcpy Classifiers: 0.634000
Memcpy Instances: 10.401000
Kernel 1: 0.022000
Kernel 2: 96.955002
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.001374 1.000000 fi:0.114651. Ave ac:0.003526,0.005354
Initialization: 6.420000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.718000
Kernel 1: 0.023000
Kernel 2: 98.635002
Copyback: 0.372000
Sum: 0.029000
It 13,Best ac:0.001144 1.000000 fi:0.120495. Ave ac:0.003606,0.007449
Initialization: 7.981000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.051000
Kernel 1: 0.022000
Kernel 2: 97.100998
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.001144 1.000000 fi:0.114292. Ave ac:0.004012,0.005411
Initialization: 8.453000
Memcpy Classifiers: 0.758000
Memcpy Instances: 8.845000
Kernel 1: 0.024000
Kernel 2: 95.744003
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001602 1.000000 fi:0.111225. Ave ac:0.002779,0.005022
Initialization: 7.445000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.830000
Kernel 1: 0.032000
Kernel 2: 95.703003
Copyback: 0.018000
Sum: 0.040000
It 16,Best ac:0.000916 1.000000 fi:0.116236. Ave ac:0.003456,0.008072
Initialization: 6.252000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.085000
Kernel 1: 0.027000
Kernel 2: 98.162003
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001602 1.000000 fi:0.113568. Ave ac:0.002819,0.004584
Initialization: 7.981000
Memcpy Classifiers: 0.420000
Memcpy Instances: 12.775000
Kernel 1: 0.026000
Kernel 2: 95.691002
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001144 1.000000 fi:0.113391. Ave ac:0.002683,0.004917
Initialization: 6.794000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.811000
Kernel 1: 0.025000
Kernel 2: 93.874001
Copyback: 0.019000
Sum: 0.038000
It 19,Best ac:0.001145 1.000000 fi:0.113744. Ave ac:0.002128,0.002749
Initialization: 8.292000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.811000
Kernel 1: 0.026000
Kernel 2: 95.839996
Copyback: 0.018000
Sum: 0.036000
It 20,Best ac:0.001374 1.000000 fi:0.118015. Ave ac:0.002181,0.004703
Initialization: 6.215000
Memcpy Classifiers: 0.461000
Memcpy Instances: 9.454000
Kernel 1: 0.032000
Kernel 2: 97.959000
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.001373 1.000000 fi:0.113656. Ave ac:0.002450,0.003868
Initialization: 8.531000
Memcpy Classifiers: 0.639000
Memcpy Instances: 11.531000
Kernel 1: 0.030000
Kernel 2: 96.998001
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001145 1.000000 fi:0.112608. Ave ac:0.001924,0.002742
Initialization: 6.413000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.551000
Kernel 1: 0.023000
Kernel 2: 95.419998
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.000916 1.000000 fi:0.124036. Ave ac:0.002192,0.003465
Initialization: 6.257000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.813000
Kernel 1: 0.024000
Kernel 2: 97.513000
Copyback: 0.018000
Sum: 0.042000
It 24,Best ac:0.001832 1.000000 fi:0.117529. Ave ac:0.002632,0.003937
MDL Theory Length Weight: 0.5899301267 (10)
Initialization: 8.392000
Memcpy Classifiers: 0.471000
Memcpy Instances: 12.134000
Kernel 1: 0.025000
Kernel 2: 94.815002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001145 1.000000 fi:0.116964. Ave ac:0.002411,0.002781
Initialization: 8.702000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.917000
Kernel 1: 0.032000
Kernel 2: 93.111000
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001145 1.000000 fi:0.113328. Ave ac:0.001547,0.002952
Initialization: 6.955000
Memcpy Classifiers: 0.806000
Memcpy Instances: 13.620000
Kernel 1: 0.023000
Kernel 2: 95.843002
Copyback: 0.017000
Sum: 0.040000
It 27,Best ac:0.000916 1.000000 fi:0.114389. Ave ac:0.001864,0.003924
Initialization: 6.193000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.003000
Kernel 1: 0.032000
Kernel 2: 96.403999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001144 1.000000 fi:0.117512. Ave ac:0.002170,0.002831
Initialization: 6.855000
Memcpy Classifiers: 0.808000
Memcpy Instances: 10.335000
Kernel 1: 0.032000
Kernel 2: 98.203003
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000916 1.000000 fi:0.117718. Ave ac:0.002351,0.004825
Initialization: 6.707000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.806000
Kernel 1: 0.025000
Kernel 2: 95.742996
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000916 1.000000 fi:0.111425. Ave ac:0.001685,0.003209
Initialization: 6.235000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.870000
Kernel 1: 0.033000
Kernel 2: 95.207001
Copyback: 0.018000
Sum: 0.037000
It 31,Best ac:0.000916 1.000000 fi:0.111425. Ave ac:0.001945,0.002427
Initialization: 7.354000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.813000
Kernel 1: 0.023000
Kernel 2: 95.686996
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001144 1.000000 fi:0.113517. Ave ac:0.002177,0.004099
Initialization: 7.483000
Memcpy Classifiers: 0.592000
Memcpy Instances: 10.645000
Kernel 1: 0.030000
Kernel 2: 97.459999
Copyback: 0.016000
Sum: 0.028000
It 33,Best ac:0.000916 1.000000 fi:0.111425. Ave ac:0.001428,0.002312
Initialization: 23.934000
Memcpy Instances: 427.234009
Memcpy Classifiers: 0.073000
Kernel 1: 0.028000
Kernel 2: 536.556030
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 528.322021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 555.752014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 542.924988
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.022000
Kernel 2: 528.523987
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 546.653992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 531.898010
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.011000
Kernel 2: 526.848022
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.011000
Kernel 2: 528.830017
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.022000
Kernel 2: 543.747986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 538.028992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 545.879028
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.011000
Kernel 2: 174.057007
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.021490 0.716532 fi:0.394646. Ave ac:0.002023,0.006959
Best acc 0.021490 0.716532
Rule:Att PSSM_-4_17 is [<4.396886]|Att PSSM_-3_7 is [<-0.022141]|Att PSSM_0_12 is [-6.804147,-4.781811]|Att PSSM_0_20 is [>2.137005]|Att PSSM_2_2 is [<7.799218]|Att PSSM_2_11 is [-3.491395,3.105215]|Att PSSM_3_2 is [-6.999614,4.093180]|Att PSSM_4_12 is [<-0.083969]|1
Accuracy : 0.747858
0	1	
161316	2764	
56398	14160	
Removed 717 instances. 217714 Instances left. Acc of rule 0.002509-0.764296
Initialization: 6.214000
Memcpy Classifiers: 0.560000
Memcpy Instances: 8.778000
Kernel 1: 0.026000
Kernel 2: 107.351997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.006454 accuracy2:0.246927
Initialization: 6.209000
Memcpy Classifiers: 0.460000
Memcpy Instances: 8.766000
Kernel 1: 0.024000
Kernel 2: 109.139000
Copyback: 0.017000
Sum: 0.029000
It 0,Best ac:0.001837 0.727273 fi:0.372349. Ave ac:0.007028,0.013971
Initialization: 6.204000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.767000
Kernel 1: 0.025000
Kernel 2: 103.995003
Copyback: 0.018000
Sum: 0.038000
It 1,Best ac:0.001148 0.833333 fi:0.266556. Ave ac:0.006999,0.013439
Initialization: 7.846000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.783000
Kernel 1: 0.024000
Kernel 2: 102.839996
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000919 1.000000 fi:0.099978. Ave ac:0.006398,0.010457
Initialization: 6.172000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.798000
Kernel 1: 0.024000
Kernel 2: 99.435997
Copyback: 0.016000
Sum: 0.033000
It 3,Best ac:0.002985 1.000000 fi:0.099177. Ave ac:0.005600,0.008594
Initialization: 6.217000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.819000
Kernel 1: 0.023000
Kernel 2: 99.456001
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.001148 1.000000 fi:0.099889. Ave ac:0.004896,0.009371
Initialization: 6.223000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.781000
Kernel 1: 0.023000
Kernel 2: 96.446999
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.002067 1.000000 fi:0.099533. Ave ac:0.003785,0.006348
Initialization: 6.192000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.809000
Kernel 1: 0.024000
Kernel 2: 97.443001
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001378 1.000000 fi:0.099800. Ave ac:0.003464,0.006000
Initialization: 6.266000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.769000
Kernel 1: 0.024000
Kernel 2: 98.334000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001837 1.000000 fi:0.099622. Ave ac:0.004436,0.010401
Initialization: 6.223000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.766000
Kernel 1: 0.025000
Kernel 2: 96.707001
Copyback: 0.018000
Sum: 0.046000
It 8,Best ac:0.001378 1.000000 fi:0.099799. Ave ac:0.003646,0.006303
Initialization: 6.188000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.779000
Kernel 1: 0.023000
Kernel 2: 96.744003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.002526 1.000000 fi:0.099355. Ave ac:0.003149,0.005481
Iteration 10:MDL fitness activated
Error 0.099355 TL 0.043453
MDL Theory Length Weight: 0.7621651866 (7)
Initialization: 6.202000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.786000
Kernel 1: 0.024000
Kernel 2: 98.846001
Copyback: 0.017000
Sum: 0.025000
It 10,Best ac:0.000919 1.000000 fi:0.127597. Ave ac:0.002958,0.006225
Initialization: 6.219000
Memcpy Classifiers: 0.743000
Memcpy Instances: 13.619000
Kernel 1: 0.033000
Kernel 2: 96.794998
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000919 1.000000 fi:0.129488. Ave ac:0.002856,0.005092
Initialization: 6.195000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.771000
Kernel 1: 0.024000
Kernel 2: 94.628998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000918 1.000000 fi:0.124000. Ave ac:0.002989,0.004409
Initialization: 6.211000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.773000
Kernel 1: 0.024000
Kernel 2: 94.752998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001148 1.000000 fi:0.124863. Ave ac:0.003197,0.006386
Initialization: 6.190000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.774000
Kernel 1: 0.024000
Kernel 2: 97.787003
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001148 1.000000 fi:0.120094. Ave ac:0.003226,0.004520
Initialization: 6.183000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.785000
Kernel 1: 0.025000
Kernel 2: 95.077003
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001148 1.000000 fi:0.116949. Ave ac:0.002574,0.003981
Initialization: 6.225000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.778000
Kernel 1: 0.024000
Kernel 2: 94.480003
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001148 1.000000 fi:0.123934. Ave ac:0.003004,0.004657
Initialization: 6.202000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.806000
Kernel 1: 0.022000
Kernel 2: 94.445999
Copyback: 0.016000
Sum: 0.034000
It 17,Best ac:0.001148 1.000000 fi:0.122411. Ave ac:0.003553,0.005785
Initialization: 7.324000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.781000
Kernel 1: 0.023000
Kernel 2: 93.123001
Copyback: 0.016000
Sum: 0.026000
It 18,Best ac:0.001608 1.000000 fi:0.124344. Ave ac:0.002684,0.003471
Initialization: 6.231000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.770000
Kernel 1: 0.024000
Kernel 2: 92.096001
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.000919 1.000000 fi:0.117038. Ave ac:0.003754,0.006768
Initialization: 6.208000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.789000
Kernel 1: 0.024000
Kernel 2: 92.501999
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001148 1.000000 fi:0.120541. Ave ac:0.003350,0.005008
Initialization: 6.208000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.776000
Kernel 1: 0.023000
Kernel 2: 92.102997
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.001378 1.000000 fi:0.120883. Ave ac:0.002943,0.004409
Initialization: 6.227000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.776000
Kernel 1: 0.023000
Kernel 2: 93.592003
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.000919 1.000000 fi:0.118666. Ave ac:0.003026,0.005390
Initialization: 6.219000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.776000
Kernel 1: 0.024000
Kernel 2: 93.813004
Copyback: 0.016000
Sum: 0.028000
It 23,Best ac:0.000919 1.000000 fi:0.122293. Ave ac:0.003167,0.004012
Initialization: 6.209000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.782000
Kernel 1: 0.024000
Kernel 2: 93.111000
Copyback: 0.018000
Sum: 0.032000
It 24,Best ac:0.000919 1.000000 fi:0.120995. Ave ac:0.003007,0.004972
MDL Theory Length Weight: 0.6859486679 (10)
Initialization: 7.704000
Memcpy Classifiers: 0.647000
Memcpy Instances: 12.932000
Kernel 1: 0.023000
Kernel 2: 92.833000
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.001148 1.000000 fi:0.118669. Ave ac:0.002678,0.003893
Initialization: 6.237000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.781000
Kernel 1: 0.024000
Kernel 2: 87.015999
Copyback: 0.016000
Sum: 0.026000
It 26,Best ac:0.002067 1.000000 fi:0.115908. Ave ac:0.002378,0.004196
Initialization: 6.207000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.780000
Kernel 1: 0.025000
Kernel 2: 88.639000
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001148 1.000000 fi:0.120313. Ave ac:0.002378,0.003043
Initialization: 6.211000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.767000
Kernel 1: 0.024000
Kernel 2: 87.098000
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001148 1.000000 fi:0.116020. Ave ac:0.002591,0.004287
Initialization: 8.418000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.787000
Kernel 1: 0.024000
Kernel 2: 91.415001
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001148 1.000000 fi:0.115112. Ave ac:0.002566,0.004580
Initialization: 6.225000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.771000
Kernel 1: 0.025000
Kernel 2: 91.128998
Copyback: 0.016000
Sum: 0.027000
It 30,Best ac:0.001148 1.000000 fi:0.115112. Ave ac:0.003014,0.006094
Initialization: 6.243000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.764000
Kernel 1: 0.024000
Kernel 2: 89.931999
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.000919 1.000000 fi:0.116359. Ave ac:0.003627,0.011615
Initialization: 6.219000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.775000
Kernel 1: 0.024000
Kernel 2: 90.041000
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001148 1.000000 fi:0.119006. Ave ac:0.003864,0.008228
Initialization: 6.255000
Memcpy Classifiers: 0.417000
Memcpy Instances: 10.850000
Kernel 1: 0.023000
Kernel 2: 91.537003
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000919 1.000000 fi:0.117388. Ave ac:0.003768,0.006039
Initialization: 23.825001
Memcpy Instances: 529.846985
Memcpy Classifiers: 0.072000
Kernel 1: 0.024000
Kernel 2: 511.893005
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 526.155029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.038000
Kernel 1: 0.014000
Kernel 2: 510.144989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 528.091980
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.016000
Kernel 2: 519.877014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.015000
Kernel 2: 507.152008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 521.450012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 514.388977
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 530.364014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.022000
Kernel 2: 520.491028
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.021000
Kernel 2: 539.877991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 521.057983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 178.311996
Copyback: 0.016000
Sum: 0.000000
It 34,Best ac:0.001337 0.714988 fi:0.403803. Ave ac:0.003322,0.012114
Best acc 0.001337 0.714988
Initialization: 6.214000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.786000
Kernel 1: 0.026000
Kernel 2: 104.755997
Copyback: 0.018000
Sum: 0.043000
Initial population average accuracy1:0.006050 accuracy2:0.259972
Initialization: 6.181000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.803000
Kernel 1: 0.024000
Kernel 2: 105.733002
Copyback: 0.017000
Sum: 0.058000
It 0,Best ac:0.000918 1.000000 fi:0.099978. Ave ac:0.007082,0.013602
Initialization: 6.214000
Memcpy Classifiers: 0.506000
Memcpy Instances: 11.407000
Kernel 1: 0.024000
Kernel 2: 106.075996
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.002526 0.846154 fi:0.253201. Ave ac:0.006670,0.012654
Initialization: 6.265000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.774000
Kernel 1: 0.024000
Kernel 2: 104.806000
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.001148 1.000000 fi:0.099889. Ave ac:0.006125,0.010750
Initialization: 6.203000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.667000
Kernel 1: 0.031000
Kernel 2: 103.899002
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.001148 0.833333 fi:0.266556. Ave ac:0.005985,0.011176
Initialization: 6.278000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.974000
Kernel 1: 0.024000
Kernel 2: 107.724998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001148 1.000000 fi:0.099889. Ave ac:0.005429,0.009773
Initialization: 6.167000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.782000
Kernel 1: 0.024000
Kernel 2: 108.992996
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001608 1.000000 fi:0.099711. Ave ac:0.004393,0.007356
Initialization: 6.178000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.804000
Kernel 1: 0.024000
Kernel 2: 105.397003
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001148 1.000000 fi:0.099889. Ave ac:0.004766,0.008137
Initialization: 6.305000
Memcpy Classifiers: 0.713000
Memcpy Instances: 11.786000
Kernel 1: 0.023000
Kernel 2: 104.547997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001148 1.000000 fi:0.099889. Ave ac:0.004655,0.009358
Initialization: 8.599000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.246000
Kernel 1: 0.033000
Kernel 2: 104.370003
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.001148 1.000000 fi:0.099889. Ave ac:0.004331,0.008745
Initialization: 7.101000
Memcpy Classifiers: 0.622000
Memcpy Instances: 12.573000
Kernel 1: 0.027000
Kernel 2: 103.469002
Copyback: 0.018000
Sum: 0.036000
It 9,Best ac:0.001378 1.000000 fi:0.099800. Ave ac:0.003539,0.005097
Iteration 10:MDL fitness activated
Error 0.099800 TL 0.043924
MDL Theory Length Weight: 0.7573765449 (5)
Initialization: 7.189000
Memcpy Classifiers: 0.483000
Memcpy Instances: 11.526000
Kernel 1: 0.023000
Kernel 2: 100.089996
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.000918 1.000000 fi:0.121529. Ave ac:0.003313,0.005728
Initialization: 6.344000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.637000
Kernel 1: 0.024000
Kernel 2: 101.731003
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000919 1.000000 fi:0.124021. Ave ac:0.003819,0.007116
Initialization: 8.873000
Memcpy Classifiers: 0.840000
Memcpy Instances: 11.759000
Kernel 1: 0.024000
Kernel 2: 101.757004
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001148 1.000000 fi:0.120007. Ave ac:0.004060,0.006122
Initialization: 7.650000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.795000
Kernel 1: 0.024000
Kernel 2: 100.555000
Copyback: 0.018000
Sum: 0.043000
It 13,Best ac:0.000918 1.000000 fi:0.123589. Ave ac:0.003569,0.006135
Initialization: 6.751000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.812000
Kernel 1: 0.024000
Kernel 2: 101.959000
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001148 1.000000 fi:0.122668. Ave ac:0.003282,0.005755
Initialization: 6.267000
Memcpy Classifiers: 0.402000
Memcpy Instances: 10.142000
Kernel 1: 0.024000
Kernel 2: 99.283997
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001607 1.000000 fi:0.121087. Ave ac:0.002948,0.004464
Initialization: 6.184000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.800000
Kernel 1: 0.023000
Kernel 2: 99.023003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001148 1.000000 fi:0.123772. Ave ac:0.002520,0.004528
Initialization: 6.206000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.893000
Kernel 1: 0.033000
Kernel 2: 98.904999
Copyback: 0.019000
Sum: 0.046000
It 17,Best ac:0.001838 1.000000 fi:0.119789. Ave ac:0.003083,0.004916
Initialization: 6.759000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.806000
Kernel 1: 0.023000
Kernel 2: 98.084999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000919 1.000000 fi:0.120326. Ave ac:0.002235,0.004206
Initialization: 6.202000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.795000
Kernel 1: 0.024000
Kernel 2: 98.078003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.002526 1.000000 fi:0.116212. Ave ac:0.002982,0.005323
Initialization: 7.564000
Memcpy Classifiers: 0.648000
Memcpy Instances: 13.164000
Kernel 1: 0.025000
Kernel 2: 96.110001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000919 1.000000 fi:0.123432. Ave ac:0.002855,0.005338
Initialization: 7.504000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.888000
Kernel 1: 0.024000
Kernel 2: 91.861000
Copyback: 0.016000
Sum: 0.030000
It 21,Best ac:0.001378 1.000000 fi:0.118563. Ave ac:0.002441,0.005990
Initialization: 6.538000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.769000
Kernel 1: 0.024000
Kernel 2: 95.759003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001148 1.000000 fi:0.118719. Ave ac:0.002557,0.004961
Initialization: 6.207000
Memcpy Classifiers: 0.384000
Memcpy Instances: 9.314000
Kernel 1: 0.024000
Kernel 2: 93.879997
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001378 1.000000 fi:0.118869. Ave ac:0.003421,0.006710
Initialization: 6.213000
Memcpy Classifiers: 0.381000
Memcpy Instances: 12.110000
Kernel 1: 0.024000
Kernel 2: 95.553001
Copyback: 0.371000
Sum: 0.028000
It 24,Best ac:0.001608 1.000000 fi:0.120092. Ave ac:0.001948,0.002911
Initialization: 7.727000
Memcpy Classifiers: 0.544000
Memcpy Instances: 11.184000
Kernel 1: 0.022000
Kernel 2: 93.637001
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001378 1.000000 fi:0.117024. Ave ac:0.002940,0.005100
Initialization: 7.515000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.202000
Kernel 1: 0.032000
Kernel 2: 89.482002
Copyback: 0.018000
Sum: 0.032000
It 26,Best ac:0.001607 1.000000 fi:0.114442. Ave ac:0.002345,0.003346
Initialization: 6.231000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.438000
Kernel 1: 0.023000
Kernel 2: 90.633003
Copyback: 0.017000
Sum: 0.037000
It 27,Best ac:0.002067 1.000000 fi:0.117597. Ave ac:0.002920,0.005316
Initialization: 6.838000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.778000
Kernel 1: 0.024000
Kernel 2: 87.268997
Copyback: 0.016000
Sum: 0.030000
It 28,Best ac:0.002985 1.000000 fi:0.117952. Ave ac:0.002364,0.003921
Initialization: 6.999000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.918000
Kernel 1: 0.032000
Kernel 2: 89.227997
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001148 1.000000 fi:0.119220. Ave ac:0.003101,0.007223
Initialization: 7.031000
Memcpy Classifiers: 0.362000
Memcpy Instances: 13.287000
Kernel 1: 0.026000
Kernel 2: 88.119003
Copyback: 0.017000
Sum: 0.039000
It 30,Best ac:0.001608 1.000000 fi:0.119898. Ave ac:0.003118,0.004445
Initialization: 7.326000
Memcpy Classifiers: 0.592000
Memcpy Instances: 9.359000
Kernel 1: 0.024000
Kernel 2: 89.206001
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001378 1.000000 fi:0.115866. Ave ac:0.002408,0.003507
Initialization: 7.900000
Memcpy Classifiers: 0.489000
Memcpy Instances: 10.551000
Kernel 1: 0.028000
Kernel 2: 87.757004
Copyback: 0.019000
Sum: 0.040000
It 32,Best ac:0.001148 1.000000 fi:0.116647. Ave ac:0.001904,0.003054
Initialization: 9.107000
Memcpy Classifiers: 0.522000
Memcpy Instances: 11.190000
Kernel 1: 0.023000
Kernel 2: 86.161003
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.001378 1.000000 fi:0.117765. Ave ac:0.002854,0.004264
Initialization: 24.499001
Memcpy Instances: 444.588989
Memcpy Classifiers: 0.068000
Kernel 1: 0.027000
Kernel 2: 485.097992
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 479.346985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 479.536987
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 483.532013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 470.035004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 483.196014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 499.674011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 474.601013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.022000
Kernel 2: 481.915985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 496.533997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 487.307007
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 495.556000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.041000
Kernel 1: 0.013000
Kernel 2: 161.563995
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000905 0.791165 fi:0.330195. Ave ac:0.002303,0.008671
Best acc 0.000905 0.791165
Rule:Att PSSM_-4_7 is [<2.057613]|Att PSSM_-3_18 is [<6.279220]|Att PSSM_-2_7 is [<-0.541531]|Att PSSM_0_3 is [-5.153277,-4.409955]|Att PSSM_0_4 is [<3.283206]|Att PSSM_1_6 is [<-1.436636]|Att PSSM_1_15 is [<4.070576]|Att PSSM_2_11 is [0.742398,4.860034]|Att PSSM_2_16 is [-5.688282,-2.311718]|Att PSSM_3_7 is [<5.903494]|1
Accuracy : 0.748476
0	1	
161264	2816	
56201	14357	
Removed 249 instances. 217465 Instances left. Acc of rule 0.000905-0.791165
Initialization: 6.175000
Memcpy Classifiers: 0.507000
Memcpy Instances: 11.747000
Kernel 1: 0.025000
Kernel 2: 106.694000
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.006503 accuracy2:0.244803
Initialization: 7.283000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.755000
Kernel 1: 0.024000
Kernel 2: 105.456001
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.000690 1.000000 fi:0.277654. Ave ac:0.007048,0.011587
Initialization: 6.198000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.771000
Kernel 1: 0.024000
Kernel 2: 104.792000
Copyback: 0.018000
Sum: 0.040000
It 1,Best ac:0.000920 1.000000 fi:0.099977. Ave ac:0.006032,0.008505
Initialization: 6.149000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.822000
Kernel 1: 0.023000
Kernel 2: 104.490997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.002989 0.928571 fi:0.170602. Ave ac:0.005188,0.007965
Initialization: 6.152000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.794000
Kernel 1: 0.024000
Kernel 2: 102.001999
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001610 1.000000 fi:0.099709. Ave ac:0.005072,0.009168
Initialization: 6.144000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.805000
Kernel 1: 0.023000
Kernel 2: 103.346001
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.000920 1.000000 fi:0.099977. Ave ac:0.004357,0.008701
Initialization: 6.120000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.770000
Kernel 1: 0.024000
Kernel 2: 101.225998
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.000920 1.000000 fi:0.099977. Ave ac:0.004134,0.006058
Initialization: 6.171000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.778000
Kernel 1: 0.024000
Kernel 2: 99.037003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001380 1.000000 fi:0.099798. Ave ac:0.004068,0.007272
Initialization: 6.199000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.753000
Kernel 1: 0.025000
Kernel 2: 101.181000
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.002069 1.000000 fi:0.099530. Ave ac:0.003483,0.007756
Initialization: 6.239000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.773000
Kernel 1: 0.024000
Kernel 2: 98.709999
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.000920 1.000000 fi:0.099977. Ave ac:0.003064,0.004438
Initialization: 6.176000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.790000
Kernel 1: 0.024000
Kernel 2: 96.672997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001150 1.000000 fi:0.099887. Ave ac:0.003005,0.003969
Iteration 10:MDL fitness activated
Error 0.099887 TL 0.047035
MDL Theory Length Weight: 0.7078985009 (3)
Initialization: 6.172000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.790000
Kernel 1: 0.024000
Kernel 2: 95.042999
Copyback: 0.016000
Sum: 0.034000
It 10,Best ac:0.000920 1.000000 fi:0.123218. Ave ac:0.003123,0.006539
Initialization: 6.227000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.765000
Kernel 1: 0.025000
Kernel 2: 91.917000
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.002069 1.000000 fi:0.123657. Ave ac:0.003354,0.007542
Initialization: 6.061000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.782000
Kernel 1: 0.024000
Kernel 2: 95.954002
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001839 1.000000 fi:0.117855. Ave ac:0.002765,0.004836
Initialization: 8.007000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.389000
Kernel 1: 0.023000
Kernel 2: 93.455002
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.001610 1.000000 fi:0.119911. Ave ac:0.002508,0.005261
Initialization: 6.171000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.763000
Kernel 1: 0.024000
Kernel 2: 93.149002
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.000920 1.000000 fi:0.126145. Ave ac:0.002305,0.003916
Initialization: 6.205000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.805000
Kernel 1: 0.024000
Kernel 2: 90.982002
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.000920 1.000000 fi:0.119294. Ave ac:0.002638,0.004225
Initialization: 6.099000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.782000
Kernel 1: 0.024000
Kernel 2: 93.402000
Copyback: 0.016000
Sum: 0.033000
It 16,Best ac:0.001149 1.000000 fi:0.120829. Ave ac:0.002714,0.004184
Initialization: 6.196000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.805000
Kernel 1: 0.021000
Kernel 2: 91.829002
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.000920 1.000000 fi:0.118682. Ave ac:0.002527,0.003925
Initialization: 6.154000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.764000
Kernel 1: 0.024000
Kernel 2: 92.648003
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.002759 0.857143 fi:0.255569. Ave ac:0.002366,0.003743
Initialization: 6.104000
Memcpy Classifiers: 0.430000
Memcpy Instances: 8.781000
Kernel 1: 0.023000
Kernel 2: 90.630997
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.002299 1.000000 fi:0.114534. Ave ac:0.003341,0.004516
Initialization: 6.168000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.751000
Kernel 1: 0.026000
Kernel 2: 90.870003
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.001610 1.000000 fi:0.114499. Ave ac:0.002995,0.007323
Initialization: 6.163000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.764000
Kernel 1: 0.025000
Kernel 2: 89.757004
Copyback: 0.016000
Sum: 0.028000
It 21,Best ac:0.000920 1.000000 fi:0.117344. Ave ac:0.003098,0.005520
Initialization: 6.227000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.753000
Kernel 1: 0.024000
Kernel 2: 91.862999
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001610 1.000000 fi:0.116401. Ave ac:0.002168,0.003113
Initialization: 7.191000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.775000
Kernel 1: 0.024000
Kernel 2: 89.542999
Copyback: 0.018000
Sum: 0.035000
It 23,Best ac:0.001150 1.000000 fi:0.120888. Ave ac:0.002679,0.004531
Initialization: 7.730000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.801000
Kernel 1: 0.024000
Kernel 2: 92.022003
Copyback: 0.016000
Sum: 0.032000
It 24,Best ac:0.000920 1.000000 fi:0.119294. Ave ac:0.003035,0.007124
Initialization: 7.101000
Memcpy Classifiers: 0.475000
Memcpy Instances: 10.355000
Kernel 1: 0.024000
Kernel 2: 93.237999
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001610 1.000000 fi:0.118390. Ave ac:0.003072,0.006863
Initialization: 6.267000
Memcpy Classifiers: 0.433000
Memcpy Instances: 13.317000
Kernel 1: 0.023000
Kernel 2: 96.086998
Copyback: 0.018000
Sum: 0.030000
It 26,Best ac:0.000920 1.000000 fi:0.118309. Ave ac:0.003366,0.006722
Initialization: 7.030000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.778000
Kernel 1: 0.022000
Kernel 2: 92.068001
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.000920 1.000000 fi:0.115252. Ave ac:0.002557,0.005496
Initialization: 6.704000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.763000
Kernel 1: 0.024000
Kernel 2: 89.745003
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001380 1.000000 fi:0.119483. Ave ac:0.002851,0.009224
Initialization: 7.604000
Memcpy Classifiers: 0.640000
Memcpy Instances: 9.805000
Kernel 1: 0.032000
Kernel 2: 88.008003
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001840 1.000000 fi:0.114081. Ave ac:0.002586,0.006394
Initialization: 6.219000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.797000
Kernel 1: 0.023000
Kernel 2: 90.536003
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001150 1.000000 fi:0.117705. Ave ac:0.002244,0.004495
Initialization: 6.166000
Memcpy Classifiers: 0.435000
Memcpy Instances: 12.180000
Kernel 1: 0.024000
Kernel 2: 91.883003
Copyback: 0.369000
Sum: 0.038000
It 31,Best ac:0.000920 1.000000 fi:0.116002. Ave ac:0.002897,0.005428
Initialization: 6.815000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.694000
Kernel 1: 0.023000
Kernel 2: 91.226997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001379 1.000000 fi:0.116634. Ave ac:0.002851,0.009011
Initialization: 6.272000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.817000
Kernel 1: 0.023000
Kernel 2: 88.509003
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001150 1.000000 fi:0.115863. Ave ac:0.002321,0.003959
Initialization: 26.965000
Memcpy Instances: 494.932007
Memcpy Classifiers: 0.073000
Kernel 1: 0.024000
Kernel 2: 482.315002
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 496.915009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.084000
Kernel 1: 0.016000
Kernel 2: 500.787994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.018000
Kernel 2: 483.108002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 486.734985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.022000
Kernel 2: 502.954010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 490.734009
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.103000
Kernel 1: 0.021000
Kernel 2: 493.552002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 482.903015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.017000
Kernel 2: 488.412994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 490.942993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.016000
Kernel 2: 489.365997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.016000
Kernel 2: 166.679001
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.000860 0.711027 fi:0.404949. Ave ac:0.002211,0.007758
Best acc 0.000860 0.711027
Initialization: 6.140000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.792000
Kernel 1: 0.025000
Kernel 2: 107.517998
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005804 accuracy2:0.255602
Initialization: 7.464000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.332000
Kernel 1: 0.033000
Kernel 2: 108.781998
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.001149 1.000000 fi:0.099887. Ave ac:0.006141,0.011426
Initialization: 7.209000
Memcpy Classifiers: 0.839000
Memcpy Instances: 12.845000
Kernel 1: 0.024000
Kernel 2: 104.482002
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001150 1.000000 fi:0.099887. Ave ac:0.005883,0.009490
Initialization: 5.993000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.774000
Kernel 1: 0.024000
Kernel 2: 101.891998
Copyback: 0.018000
Sum: 0.040000
It 2,Best ac:0.001610 0.875000 fi:0.224709. Ave ac:0.005526,0.011273
Initialization: 6.183000
Memcpy Classifiers: 0.470000
Memcpy Instances: 13.463000
Kernel 1: 0.026000
Kernel 2: 103.698997
Copyback: 0.018000
Sum: 0.046000
It 3,Best ac:0.000920 1.000000 fi:0.099977. Ave ac:0.005043,0.009750
Initialization: 6.126000
Memcpy Classifiers: 0.479000
Memcpy Instances: 8.996000
Kernel 1: 0.023000
Kernel 2: 106.095001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.000919 1.000000 fi:0.099977. Ave ac:0.003713,0.005423
Initialization: 6.178000
Memcpy Classifiers: 0.495000
Memcpy Instances: 11.821000
Kernel 1: 0.024000
Kernel 2: 103.379997
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000920 1.000000 fi:0.099977. Ave ac:0.003384,0.005173
Initialization: 6.312000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.845000
Kernel 1: 0.023000
Kernel 2: 106.271004
Copyback: 0.018000
Sum: 0.045000
It 6,Best ac:0.001150 1.000000 fi:0.099887. Ave ac:0.003512,0.005611
Initialization: 6.535000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.768000
Kernel 1: 0.025000
Kernel 2: 103.244003
Copyback: 0.019000
Sum: 0.040000
It 7,Best ac:0.001380 1.000000 fi:0.099798. Ave ac:0.002791,0.003704
Initialization: 6.165000
Memcpy Classifiers: 0.520000
Memcpy Instances: 10.031000
Kernel 1: 0.032000
Kernel 2: 104.057999
Copyback: 0.017000
Sum: 0.049000
It 8,Best ac:0.001610 1.000000 fi:0.099709. Ave ac:0.003044,0.004004
Initialization: 6.273000
Memcpy Classifiers: 0.524000
Memcpy Instances: 11.383000
Kernel 1: 0.025000
Kernel 2: 105.250000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001840 1.000000 fi:0.099620. Ave ac:0.002523,0.003496
Iteration 10:MDL fitness activated
Error 0.099620 TL 0.044963
MDL Theory Length Weight: 0.7385284821 (1)
Initialization: 6.811000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.775000
Kernel 1: 0.025000
Kernel 2: 106.155998
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.000920 1.000000 fi:0.126940. Ave ac:0.002749,0.003891
Initialization: 6.257000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.283000
Kernel 1: 0.023000
Kernel 2: 109.241997
Copyback: 0.019000
Sum: 0.043000
It 11,Best ac:0.001149 1.000000 fi:0.125966. Ave ac:0.002629,0.003470
Initialization: 6.169000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.781000
Kernel 1: 0.024000
Kernel 2: 102.958000
Copyback: 0.018000
Sum: 0.039000
It 12,Best ac:0.002069 1.000000 fi:0.125121. Ave ac:0.002414,0.003246
Initialization: 7.686000
Memcpy Classifiers: 0.808000
Memcpy Instances: 12.396000
Kernel 1: 0.027000
Kernel 2: 105.586998
Copyback: 0.018000
Sum: 0.042000
It 13,Best ac:0.001149 1.000000 fi:0.131057. Ave ac:0.002324,0.003322
Initialization: 6.235000
Memcpy Classifiers: 0.452000
Memcpy Instances: 12.179000
Kernel 1: 0.024000
Kernel 2: 105.780998
Copyback: 0.018000
Sum: 0.031000
It 14,Best ac:0.001380 1.000000 fi:0.125680. Ave ac:0.002713,0.003489
Initialization: 6.199000
Memcpy Classifiers: 0.629000
Memcpy Instances: 12.133000
Kernel 1: 0.025000
Kernel 2: 108.189003
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001149 1.000000 fi:0.130692. Ave ac:0.002280,0.002680
Initialization: 6.852000
Memcpy Classifiers: 0.775000
Memcpy Instances: 13.669000
Kernel 1: 0.028000
Kernel 2: 107.885002
Copyback: 0.016000
Sum: 0.038000
It 16,Best ac:0.001380 1.000000 fi:0.130225. Ave ac:0.002266,0.003176
Initialization: 6.122000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.605000
Kernel 1: 0.032000
Kernel 2: 106.750999
Copyback: 0.016000
Sum: 0.034000
It 17,Best ac:0.002069 1.000000 fi:0.125574. Ave ac:0.002553,0.003585
Initialization: 7.569000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.302000
Kernel 1: 0.026000
Kernel 2: 108.552002
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001150 1.000000 fi:0.132023. Ave ac:0.002622,0.003552
Initialization: 6.211000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.781000
Kernel 1: 0.023000
Kernel 2: 105.332001
Copyback: 0.019000
Sum: 0.041000
It 19,Best ac:0.001380 1.000000 fi:0.125389. Ave ac:0.002681,0.003497
Initialization: 6.580000
Memcpy Classifiers: 0.662000
Memcpy Instances: 12.085000
Kernel 1: 0.025000
Kernel 2: 108.583000
Copyback: 0.018000
Sum: 0.043000
It 20,Best ac:0.001380 1.000000 fi:0.122982. Ave ac:0.002854,0.003537
Initialization: 8.479000
Memcpy Classifiers: 0.775000
Memcpy Instances: 10.008000
Kernel 1: 0.032000
Kernel 2: 110.245003
Copyback: 0.017000
Sum: 0.038000
It 21,Best ac:0.000920 1.000000 fi:0.129232. Ave ac:0.003126,0.004785
Initialization: 6.123000
Memcpy Classifiers: 0.499000
Memcpy Instances: 8.770000
Kernel 1: 0.024000
Kernel 2: 106.376999
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001150 1.000000 fi:0.128914. Ave ac:0.002683,0.004038
Initialization: 6.240000
Memcpy Classifiers: 0.435000
Memcpy Instances: 12.085000
Kernel 1: 0.023000
Kernel 2: 108.348000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001150 1.000000 fi:0.130314. Ave ac:0.002583,0.003817
Initialization: 6.916000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.861000
Kernel 1: 0.032000
Kernel 2: 104.635002
Copyback: 0.016000
Sum: 0.027000
It 24,Best ac:0.001150 1.000000 fi:0.129629. Ave ac:0.002298,0.003408
Initialization: 6.409000
Memcpy Classifiers: 0.455000
Memcpy Instances: 12.673000
Kernel 1: 0.023000
Kernel 2: 104.844002
Copyback: 0.018000
Sum: 0.043000
It 25,Best ac:0.001150 1.000000 fi:0.131052. Ave ac:0.002600,0.003938
Initialization: 7.977000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.290000
Kernel 1: 0.022000
Kernel 2: 105.800003
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001610 1.000000 fi:0.123500. Ave ac:0.001963,0.002447
Initialization: 6.236000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.666000
Kernel 1: 0.033000
Kernel 2: 103.808998
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000920 1.000000 fi:0.123229. Ave ac:0.001969,0.002508
Initialization: 9.052000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.855000
Kernel 1: 0.025000
Kernel 2: 101.991997
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001610 1.000000 fi:0.124694. Ave ac:0.002031,0.002354
Initialization: 8.857000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.449000
Kernel 1: 0.024000
Kernel 2: 104.274002
Copyback: 0.017000
Sum: 0.041000
It 29,Best ac:0.000920 1.000000 fi:0.129445. Ave ac:0.002108,0.002405
MDL Theory Length Weight: 0.6646756339 (10)
Initialization: 7.513000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.294000
Kernel 1: 0.029000
Kernel 2: 104.556999
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.000920 1.000000 fi:0.122459. Ave ac:0.002211,0.002919
Initialization: 6.191000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.812000
Kernel 1: 0.023000
Kernel 2: 102.935997
Copyback: 0.018000
Sum: 0.038000
It 31,Best ac:0.002069 1.000000 fi:0.122715. Ave ac:0.002246,0.002669
Initialization: 7.863000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.792000
Kernel 1: 0.024000
Kernel 2: 102.893997
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.002299 1.000000 fi:0.124933. Ave ac:0.001670,0.001693
Initialization: 7.916000
Memcpy Classifiers: 0.646000
Memcpy Instances: 11.098000
Kernel 1: 0.025000
Kernel 2: 101.539001
Copyback: 0.016000
Sum: 0.029000
It 33,Best ac:0.001840 1.000000 fi:0.117413. Ave ac:0.001972,0.002277
Initialization: 28.895000
Memcpy Instances: 497.248993
Memcpy Classifiers: 0.114000
Kernel 1: 0.034000
Kernel 2: 559.114014
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.093000
Kernel 1: 0.017000
Kernel 2: 565.435974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 558.166016
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 561.960999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 562.648987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.021000
Kernel 2: 565.719971
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.017000
Kernel 2: 560.351013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 560.336975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 566.125977
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.106000
Kernel 1: 0.022000
Kernel 2: 572.215027
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.019000
Kernel 2: 554.333984
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 555.348999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 176.401001
Copyback: 0.022000
Sum: 0.002000
It 34,Best ac:0.001701 0.722656 fi:0.394810. Ave ac:0.002095,0.007058
Best acc 0.001701 0.722656
Rule:Att PSSM_-4_7 is [-4.435915,-0.502973]|Att PSSM_-3_4 is [<0.292411]|Att PSSM_-3_10 is [-5.095156,3.965209]|Att PSSM_0_10 is [-0.812072,7.556580]|Att PSSM_0_13 is [>2.319537]|Att PSSM_0_17 is [-5.053997,5.471508]|Att PSSM_3_12 is [<-2.095295]|Att PSSM_4_2 is [<-2.466464]|Att PSSM_4_15 is [<-0.988636]|1
Accuracy : 0.749448
0	1	
161122	2958	
55831	14727	
Removed 512 instances. 216953 Instances left. Acc of rule 0.001701-0.722656
Initialization: 8.534000
Memcpy Classifiers: 0.934000
Memcpy Instances: 12.768000
Kernel 1: 0.023000
Kernel 2: 106.960999
Copyback: 0.017000
Sum: 0.051000
Initial population average accuracy1:0.006397 accuracy2:0.237386
Initialization: 8.221000
Memcpy Classifiers: 0.579000
Memcpy Instances: 8.743000
Kernel 1: 0.024000
Kernel 2: 107.617996
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.001153 0.833333 fi:0.266551. Ave ac:0.006987,0.012445
Initialization: 6.205000
Memcpy Classifiers: 0.613000
Memcpy Instances: 8.764000
Kernel 1: 0.024000
Kernel 2: 107.532997
Copyback: 0.018000
Sum: 0.039000
It 1,Best ac:0.001152 1.000000 fi:0.099885. Ave ac:0.006758,0.012210
Initialization: 7.855000
Memcpy Classifiers: 0.537000
Memcpy Instances: 10.094000
Kernel 1: 0.033000
Kernel 2: 103.140999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001383 0.857143 fi:0.242651. Ave ac:0.006712,0.011056
Initialization: 6.166000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.030000
Kernel 1: 0.023000
Kernel 2: 104.908997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001383 0.857143 fi:0.242651. Ave ac:0.005979,0.009248
Initialization: 7.630000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.569000
Kernel 1: 0.024000
Kernel 2: 105.611000
Copyback: 0.018000
Sum: 0.030000
It 4,Best ac:0.001152 1.000000 fi:0.099885. Ave ac:0.005738,0.009260
Initialization: 6.167000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.289000
Kernel 1: 0.024000
Kernel 2: 102.907997
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.002074 1.000000 fi:0.099525. Ave ac:0.004098,0.006882
Initialization: 6.169000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.864000
Kernel 1: 0.032000
Kernel 2: 103.198997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.000922 1.000000 fi:0.099974. Ave ac:0.004000,0.007269
Initialization: 6.209000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.746000
Kernel 1: 0.023000
Kernel 2: 101.561996
Copyback: 0.018000
Sum: 0.042000
It 7,Best ac:0.001153 1.000000 fi:0.099884. Ave ac:0.004736,0.007295
Initialization: 7.327000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.758000
Kernel 1: 0.025000
Kernel 2: 104.230003
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001152 1.000000 fi:0.099884. Ave ac:0.005062,0.008656
Initialization: 6.832000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.764000
Kernel 1: 0.024000
Kernel 2: 101.223999
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.001844 1.000000 fi:0.099615. Ave ac:0.005031,0.008593
Iteration 10:MDL fitness activated
Error 0.099615 TL 0.034622
MDL Theory Length Weight: 0.9590597652 (5)
Initialization: 6.176000
Memcpy Classifiers: 0.547000
Memcpy Instances: 8.742000
Kernel 1: 0.024000
Kernel 2: 98.837997
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.000922 1.000000 fi:0.128877. Ave ac:0.004741,0.008087
Initialization: 6.192000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.769000
Kernel 1: 0.023000
Kernel 2: 96.294998
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001382 1.000000 fi:0.140083. Ave ac:0.004564,0.011266
Initialization: 6.239000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.746000
Kernel 1: 0.023000
Kernel 2: 98.166000
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001613 1.000000 fi:0.118285. Ave ac:0.003575,0.005848
Initialization: 6.254000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.749000
Kernel 1: 0.023000
Kernel 2: 92.806999
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001613 1.000000 fi:0.131148. Ave ac:0.004027,0.008742
Initialization: 6.222000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.780000
Kernel 1: 0.024000
Kernel 2: 97.703003
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001844 1.000000 fi:0.123275. Ave ac:0.003930,0.007283
Initialization: 6.182000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.717000
Kernel 1: 0.023000
Kernel 2: 98.130997
Copyback: 0.018000
Sum: 0.036000
It 15,Best ac:0.001153 1.000000 fi:0.124226. Ave ac:0.003604,0.008555
Initialization: 6.889000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.739000
Kernel 1: 0.024000
Kernel 2: 98.053001
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.001152 1.000000 fi:0.118465. Ave ac:0.003194,0.005215
Initialization: 6.252000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.758000
Kernel 1: 0.024000
Kernel 2: 100.503998
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001152 1.000000 fi:0.118465. Ave ac:0.003170,0.005986
Initialization: 6.179000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.811000
Kernel 1: 0.023000
Kernel 2: 99.290001
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000922 1.000000 fi:0.117987. Ave ac:0.002560,0.003909
Initialization: 6.256000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.756000
Kernel 1: 0.024000
Kernel 2: 98.169998
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000922 1.000000 fi:0.117139. Ave ac:0.002518,0.005461
Initialization: 6.182000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.745000
Kernel 1: 0.024000
Kernel 2: 100.433998
Copyback: 0.016000
Sum: 0.029000
It 20,Best ac:0.000922 1.000000 fi:0.125643. Ave ac:0.002819,0.007591
Initialization: 6.201000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.744000
Kernel 1: 0.023000
Kernel 2: 98.035004
Copyback: 0.017000
Sum: 0.039000
It 21,Best ac:0.002305 1.000000 fi:0.122452. Ave ac:0.003554,0.008222
Initialization: 6.232000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.746000
Kernel 1: 0.024000
Kernel 2: 99.287003
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000922 1.000000 fi:0.117987. Ave ac:0.003326,0.006351
Initialization: 6.196000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.766000
Kernel 1: 0.024000
Kernel 2: 99.181999
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001383 1.000000 fi:0.118375. Ave ac:0.002538,0.003422
Initialization: 6.183000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.755000
Kernel 1: 0.024000
Kernel 2: 97.042999
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.001152 1.000000 fi:0.119555. Ave ac:0.003306,0.004764
Initialization: 6.780000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.751000
Kernel 1: 0.024000
Kernel 2: 93.204002
Copyback: 0.016000
Sum: 0.031000
It 25,Best ac:0.000922 1.000000 fi:0.118450. Ave ac:0.003101,0.006664
Initialization: 6.203000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.742000
Kernel 1: 0.024000
Kernel 2: 98.674004
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000922 1.000000 fi:0.120732. Ave ac:0.002640,0.006760
Initialization: 6.216000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.746000
Kernel 1: 0.025000
Kernel 2: 92.443001
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.001383 1.000000 fi:0.117952. Ave ac:0.003350,0.008892
Initialization: 6.174000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.739000
Kernel 1: 0.024000
Kernel 2: 93.802002
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001152 1.000000 fi:0.116291. Ave ac:0.003386,0.008205
Initialization: 6.246000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.746000
Kernel 1: 0.024000
Kernel 2: 86.918999
Copyback: 0.018000
Sum: 0.039000
It 29,Best ac:0.001613 1.000000 fi:0.126855. Ave ac:0.002926,0.006608
Initialization: 6.265000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.736000
Kernel 1: 0.025000
Kernel 2: 89.257004
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.002305 1.000000 fi:0.114826. Ave ac:0.003550,0.009074
Initialization: 6.185000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.747000
Kernel 1: 0.024000
Kernel 2: 87.658997
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001613 1.000000 fi:0.116786. Ave ac:0.003154,0.006075
Initialization: 6.184000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.746000
Kernel 1: 0.025000
Kernel 2: 85.500999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001152 1.000000 fi:0.120570. Ave ac:0.003650,0.007030
Initialization: 6.274000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.734000
Kernel 1: 0.024000
Kernel 2: 85.259003
Copyback: 0.016000
Sum: 0.034000
It 33,Best ac:0.000922 1.000000 fi:0.115259. Ave ac:0.003456,0.008882
Initialization: 23.913000
Memcpy Instances: 425.953003
Memcpy Classifiers: 0.075000
Kernel 1: 0.027000
Kernel 2: 462.437012
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 479.279999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 483.592987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 460.602997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 467.717010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 475.779999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.011000
Kernel 2: 469.261993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 465.421997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 479.609985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 490.178986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 484.983002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 477.971008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 158.399002
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001217 0.707775 fi:0.409166. Ave ac:0.002441,0.010234
Best acc 0.001217 0.707775
Initialization: 6.388000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.744000
Kernel 1: 0.027000
Kernel 2: 105.369003
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005783 accuracy2:0.244974
Initialization: 6.218000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.739000
Kernel 1: 0.024000
Kernel 2: 103.431999
Copyback: 0.016000
Sum: 0.046000
It 0,Best ac:0.001843 0.888889 fi:0.210726. Ave ac:0.006653,0.011273
Initialization: 6.236000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.763000
Kernel 1: 0.024000
Kernel 2: 103.719002
Copyback: 0.016000
Sum: 0.030000
It 1,Best ac:0.003918 0.850000 fi:0.248805. Ave ac:0.005543,0.008697
Initialization: 6.209000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.731000
Kernel 1: 0.024000
Kernel 2: 101.883003
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001382 0.857143 fi:0.242652. Ave ac:0.005431,0.009916
Initialization: 6.224000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.745000
Kernel 1: 0.024000
Kernel 2: 103.274002
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001613 1.000000 fi:0.099705. Ave ac:0.004634,0.007136
Initialization: 6.209000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.737000
Kernel 1: 0.024000
Kernel 2: 103.568001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001152 1.000000 fi:0.099885. Ave ac:0.004435,0.007583
Initialization: 6.212000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.737000
Kernel 1: 0.025000
Kernel 2: 100.683998
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.001153 1.000000 fi:0.099884. Ave ac:0.003473,0.005418
Initialization: 6.227000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.730000
Kernel 1: 0.025000
Kernel 2: 101.640999
Copyback: 0.016000
Sum: 0.030000
It 6,Best ac:0.001383 1.000000 fi:0.099795. Ave ac:0.003247,0.005303
Initialization: 6.195000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.742000
Kernel 1: 0.024000
Kernel 2: 101.202003
Copyback: 0.019000
Sum: 0.043000
It 7,Best ac:0.000922 1.000000 fi:0.099974. Ave ac:0.003157,0.004718
Initialization: 6.171000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.753000
Kernel 1: 0.024000
Kernel 2: 99.666000
Copyback: 0.016000
Sum: 0.034000
It 8,Best ac:0.001383 1.000000 fi:0.099794. Ave ac:0.003819,0.004961
Initialization: 6.218000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.752000
Kernel 1: 0.024000
Kernel 2: 98.300003
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.001152 1.000000 fi:0.099885. Ave ac:0.003506,0.005026
Iteration 10:MDL fitness activated
Error 0.099885 TL 0.041325
MDL Theory Length Weight: 0.8056896092 (7)
Initialization: 6.146000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.741000
Kernel 1: 0.024000
Kernel 2: 101.564003
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001152 1.000000 fi:0.125344. Ave ac:0.003552,0.006545
Initialization: 6.162000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.761000
Kernel 1: 0.023000
Kernel 2: 102.293999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.002074 1.000000 fi:0.120876. Ave ac:0.003177,0.004420
Initialization: 6.188000
Memcpy Classifiers: 0.525000
Memcpy Instances: 8.743000
Kernel 1: 0.024000
Kernel 2: 98.783997
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.000922 1.000000 fi:0.125789. Ave ac:0.002984,0.005301
Initialization: 6.186000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.743000
Kernel 1: 0.024000
Kernel 2: 98.060997
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.002074 1.000000 fi:0.120877. Ave ac:0.002850,0.005455
Initialization: 6.234000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.734000
Kernel 1: 0.024000
Kernel 2: 98.621002
Copyback: 0.020000
Sum: 0.043000
It 14,Best ac:0.001152 1.000000 fi:0.125638. Ave ac:0.002583,0.004524
Initialization: 6.151000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.745000
Kernel 1: 0.024000
Kernel 2: 98.453003
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.000922 1.000000 fi:0.121326. Ave ac:0.003117,0.005862
Initialization: 6.274000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.731000
Kernel 1: 0.024000
Kernel 2: 99.188004
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.000922 1.000000 fi:0.121205. Ave ac:0.004113,0.006381
Initialization: 6.226000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.753000
Kernel 1: 0.023000
Kernel 2: 95.598999
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.000922 1.000000 fi:0.122879. Ave ac:0.003391,0.005755
Initialization: 8.514000
Memcpy Classifiers: 0.442000
Memcpy Instances: 8.750000
Kernel 1: 0.025000
Kernel 2: 97.088997
Copyback: 0.019000
Sum: 0.042000
It 18,Best ac:0.001152 1.000000 fi:0.119177. Ave ac:0.003238,0.005178
Initialization: 6.332000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.218000
Kernel 1: 0.032000
Kernel 2: 96.955002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000922 1.000000 fi:0.121088. Ave ac:0.002955,0.005521
Initialization: 8.470000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.861000
Kernel 1: 0.024000
Kernel 2: 96.785004
Copyback: 0.019000
Sum: 0.042000
It 20,Best ac:0.000922 1.000000 fi:0.121326. Ave ac:0.002856,0.004736
Initialization: 6.144000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.751000
Kernel 1: 0.024000
Kernel 2: 96.591003
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.000922 1.000000 fi:0.121205. Ave ac:0.002878,0.004413
Initialization: 6.316000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.733000
Kernel 1: 0.024000
Kernel 2: 101.083000
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.001152 1.000000 fi:0.120998. Ave ac:0.003297,0.004527
Initialization: 6.178000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.760000
Kernel 1: 0.024000
Kernel 2: 95.567001
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001152 1.000000 fi:0.120301. Ave ac:0.003157,0.004432
Initialization: 8.184000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.950000
Kernel 1: 0.023000
Kernel 2: 96.068001
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001383 1.000000 fi:0.120268. Ave ac:0.002442,0.003680
Initialization: 6.281000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.741000
Kernel 1: 0.025000
Kernel 2: 95.507004
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.000922 1.000000 fi:0.121205. Ave ac:0.002441,0.003490
Initialization: 6.161000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.743000
Kernel 1: 0.023000
Kernel 2: 98.595001
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.000922 1.000000 fi:0.117863. Ave ac:0.002475,0.003807
Initialization: 6.189000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.760000
Kernel 1: 0.025000
Kernel 2: 99.941002
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.000922 1.000000 fi:0.116082. Ave ac:0.002572,0.004379
Initialization: 6.237000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.743000
Kernel 1: 0.025000
Kernel 2: 96.334000
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.001152 1.000000 fi:0.121066. Ave ac:0.002356,0.004006
Initialization: 6.185000
Memcpy Classifiers: 0.439000
Memcpy Instances: 8.738000
Kernel 1: 0.025000
Kernel 2: 96.422997
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.000922 1.000000 fi:0.119609. Ave ac:0.002348,0.004550
Initialization: 6.165000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.751000
Kernel 1: 0.025000
Kernel 2: 96.839996
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000922 1.000000 fi:0.122678. Ave ac:0.002278,0.004133
Initialization: 6.216000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.740000
Kernel 1: 0.025000
Kernel 2: 95.821999
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001152 1.000000 fi:0.118365. Ave ac:0.001902,0.002774
Initialization: 6.185000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.749000
Kernel 1: 0.023000
Kernel 2: 94.527000
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.000922 1.000000 fi:0.121205. Ave ac:0.001955,0.002812
Initialization: 6.198000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.751000
Kernel 1: 0.024000
Kernel 2: 97.000999
Copyback: 0.018000
Sum: 0.042000
It 33,Best ac:0.000922 1.000000 fi:0.119204. Ave ac:0.001863,0.002544
Initialization: 23.917000
Memcpy Instances: 424.264008
Memcpy Classifiers: 0.073000
Kernel 1: 0.026000
Kernel 2: 532.460999
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 529.960022
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.022000
Kernel 2: 545.515015
Copyback: 0.366000
Sum: 0.004000
Memcpy Classifiers: 0.071000
Kernel 1: 0.016000
Kernel 2: 538.940002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.016000
Kernel 2: 531.481018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.016000
Kernel 2: 538.205994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.016000
Kernel 2: 543.150024
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 522.294006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 526.179016
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 540.502014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.017000
Kernel 2: 527.252991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.019000
Kernel 2: 528.093994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.016000
Kernel 2: 170.052994
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001397 0.739024 fi:0.382116. Ave ac:0.002392,0.008505
Best acc 0.001397 0.739024
Rule:Att PSSM_-2_11 is [<-0.243660]|Att PSSM_0_4 is [-7.548369,-3.799371]|Att PSSM_0_9 is [<7.532990]|Att PSSM_0_16 is [<-3.183170]|Att PSSM_1_11 is [-3.354025,5.480784]|Att PSSM_3_4 is [-7.237206,-2.762793]|Att PSSM_4_3 is [-5.251130,-0.748870]|Att PSSM_4_5 is [-0.673967,4.964923]|1
Accuracy : 0.750283
0	1	
161015	3065	
55528	15030	
Removed 410 instances. 216543 Instances left. Acc of rule 0.001397-0.739024
Initialization: 6.165000
Memcpy Classifiers: 0.528000
Memcpy Instances: 8.728000
Kernel 1: 0.026000
Kernel 2: 106.523003
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005907 accuracy2:0.253450
Initialization: 6.209000
Memcpy Classifiers: 0.524000
Memcpy Instances: 11.500000
Kernel 1: 0.025000
Kernel 2: 106.818001
Copyback: 0.017000
Sum: 0.060000
It 0,Best ac:0.001154 0.833333 fi:0.266549. Ave ac:0.005661,0.008403
Initialization: 6.812000
Memcpy Classifiers: 0.688000
Memcpy Instances: 8.727000
Kernel 1: 0.024000
Kernel 2: 104.529999
Copyback: 0.021000
Sum: 0.046000
It 1,Best ac:0.001154 1.000000 fi:0.099882. Ave ac:0.005242,0.008867
Initialization: 6.090000
Memcpy Classifiers: 0.532000
Memcpy Instances: 8.747000
Kernel 1: 0.024000
Kernel 2: 101.706001
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.001155 0.833333 fi:0.266548. Ave ac:0.005756,0.010344
Initialization: 6.116000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.765000
Kernel 1: 0.024000
Kernel 2: 102.487999
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001154 1.000000 fi:0.099882. Ave ac:0.004890,0.008322
Initialization: 6.176000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.750000
Kernel 1: 0.023000
Kernel 2: 100.207001
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.002078 1.000000 fi:0.099520. Ave ac:0.004978,0.009012
Initialization: 6.155000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.738000
Kernel 1: 0.024000
Kernel 2: 96.684998
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001154 1.000000 fi:0.099882. Ave ac:0.004797,0.008626
Initialization: 6.467000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 93.527000
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.001385 1.000000 fi:0.099791. Ave ac:0.004782,0.008500
Initialization: 6.091000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.758000
Kernel 1: 0.024000
Kernel 2: 91.416000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.002079 1.000000 fi:0.099520. Ave ac:0.003729,0.006752
Initialization: 6.121000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.739000
Kernel 1: 0.024000
Kernel 2: 90.384003
Copyback: 0.016000
Sum: 0.031000
It 8,Best ac:0.002309 1.000000 fi:0.099430. Ave ac:0.003456,0.006267
Initialization: 6.148000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.724000
Kernel 1: 0.024000
Kernel 2: 88.317001
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.002078 1.000000 fi:0.099521. Ave ac:0.003048,0.006410
Iteration 10:MDL fitness activated
Error 0.099521 TL 0.022509
MDL Theory Length Weight: 1.4737761468 (2)
Initialization: 6.064000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.766000
Kernel 1: 0.023000
Kernel 2: 87.004997
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.001154 1.000000 fi:0.130659. Ave ac:0.003131,0.005945
Initialization: 8.122000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.741000
Kernel 1: 0.024000
Kernel 2: 86.593002
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000924 1.000000 fi:0.137963. Ave ac:0.002638,0.005509
Initialization: 6.124000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.732000
Kernel 1: 0.023000
Kernel 2: 85.793999
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001848 1.000000 fi:0.151458. Ave ac:0.002820,0.005598
Initialization: 6.167000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.737000
Kernel 1: 0.024000
Kernel 2: 85.852997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001385 1.000000 fi:0.131694. Ave ac:0.003531,0.008898
Initialization: 6.139000
Memcpy Classifiers: 0.404000
Memcpy Instances: 8.733000
Kernel 1: 0.025000
Kernel 2: 83.446999
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.000923 1.000000 fi:0.143491. Ave ac:0.003126,0.005761
Initialization: 6.373000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.733000
Kernel 1: 0.029000
Kernel 2: 85.307999
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001154 1.000000 fi:0.153197. Ave ac:0.003039,0.006082
Initialization: 6.156000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.729000
Kernel 1: 0.025000
Kernel 2: 85.514999
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.000924 1.000000 fi:0.135631. Ave ac:0.003973,0.007987
Initialization: 6.282000
Memcpy Classifiers: 0.383000
Memcpy Instances: 12.025000
Kernel 1: 0.023000
Kernel 2: 84.792000
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.002309 1.000000 fi:0.130556. Ave ac:0.003866,0.006799
Initialization: 6.094000
Memcpy Classifiers: 0.442000
Memcpy Instances: 10.850000
Kernel 1: 0.023000
Kernel 2: 82.335999
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000924 1.000000 fi:0.136564. Ave ac:0.002250,0.005060
Initialization: 6.114000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.781000
Kernel 1: 0.023000
Kernel 2: 81.781998
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000924 1.000000 fi:0.131759. Ave ac:0.002093,0.006669
Initialization: 6.118000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.718000
Kernel 1: 0.025000
Kernel 2: 81.922997
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.001154 1.000000 fi:0.128722. Ave ac:0.003285,0.008812
Initialization: 6.056000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.723000
Kernel 1: 0.024000
Kernel 2: 78.842003
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.002309 1.000000 fi:0.126219. Ave ac:0.002098,0.005054
Initialization: 6.131000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.726000
Kernel 1: 0.024000
Kernel 2: 78.329002
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.001848 1.000000 fi:0.131853. Ave ac:0.002101,0.004382
Initialization: 6.112000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.774000
Kernel 1: 0.023000
Kernel 2: 76.267998
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.002079 1.000000 fi:0.128360. Ave ac:0.002191,0.003819
Initialization: 6.125000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.723000
Kernel 1: 0.023000
Kernel 2: 77.792000
Copyback: 0.016000
Sum: 0.035000
It 24,Best ac:0.001385 1.000000 fi:0.132590. Ave ac:0.002703,0.004406
Initialization: 6.157000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.728000
Kernel 1: 0.024000
Kernel 2: 76.162003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002078 1.000000 fi:0.126361. Ave ac:0.003098,0.006575
Initialization: 6.142000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.764000
Kernel 1: 0.022000
Kernel 2: 74.913002
Copyback: 0.016000
Sum: 0.029000
It 26,Best ac:0.000923 1.000000 fi:0.135457. Ave ac:0.001600,0.004756
Initialization: 8.292000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.749000
Kernel 1: 0.023000
Kernel 2: 74.811996
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001154 1.000000 fi:0.130748. Ave ac:0.001939,0.004140
Initialization: 7.911000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.777000
Kernel 1: 0.025000
Kernel 2: 76.149002
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.002078 1.000000 fi:0.124354. Ave ac:0.002615,0.004156
Initialization: 6.231000
Memcpy Classifiers: 0.340000
Memcpy Instances: 11.247000
Kernel 1: 0.027000
Kernel 2: 73.797997
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.002309 1.000000 fi:0.129951. Ave ac:0.002177,0.003404
Initialization: 7.356000
Memcpy Classifiers: 0.428000
Memcpy Instances: 10.341000
Kernel 1: 0.023000
Kernel 2: 73.211998
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000923 1.000000 fi:0.129368. Ave ac:0.001560,0.004125
Initialization: 6.426000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.766000
Kernel 1: 0.024000
Kernel 2: 74.532997
Copyback: 0.017000
Sum: 0.036000
It 31,Best ac:0.002771 1.000000 fi:0.131428. Ave ac:0.003400,0.007763
Initialization: 7.697000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.721000
Kernel 1: 0.024000
Kernel 2: 74.114998
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001154 1.000000 fi:0.124820. Ave ac:0.002414,0.004587
Initialization: 7.813000
Memcpy Classifiers: 0.473000
Memcpy Instances: 10.483000
Kernel 1: 0.024000
Kernel 2: 75.458000
Copyback: 0.016000
Sum: 0.027000
It 33,Best ac:0.001385 1.000000 fi:0.129399. Ave ac:0.002795,0.005527
Initialization: 26.896999
Memcpy Instances: 474.726013
Memcpy Classifiers: 0.101000
Kernel 1: 0.033000
Kernel 2: 444.914001
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 458.809998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 457.044006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 452.681000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 453.802002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 452.319000
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 451.230988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 436.027008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 443.744995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.022000
Kernel 2: 459.766998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.025000
Kernel 2: 460.432007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 433.088013
Copyback: 0.018000
Sum: 0.003000
It 34,Best ac:0.001432 0.761671 fi:0.363041. Ave ac:0.002967,0.011454
Best acc 0.001432 0.761671
Initialization: 6.232000
Memcpy Classifiers: 0.924000
Memcpy Instances: 10.424000
Kernel 1: 0.025000
Kernel 2: 103.986000
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005571 accuracy2:0.236679
Initialization: 6.940000
Memcpy Classifiers: 0.902000
Memcpy Instances: 11.151000
Kernel 1: 0.024000
Kernel 2: 106.189003
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.001154 0.714286 fi:0.385596. Ave ac:0.006199,0.011422
Initialization: 6.251000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.745000
Kernel 1: 0.024000
Kernel 2: 104.185997
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.000923 1.000000 fi:0.099972. Ave ac:0.005461,0.008257
Initialization: 7.362000
Memcpy Classifiers: 0.521000
Memcpy Instances: 11.372000
Kernel 1: 0.025000
Kernel 2: 100.913002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001616 0.875000 fi:0.224701. Ave ac:0.005277,0.008364
Initialization: 7.743000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.734000
Kernel 1: 0.024000
Kernel 2: 99.635002
Copyback: 0.018000
Sum: 0.035000
It 3,Best ac:0.001155 1.000000 fi:0.099882. Ave ac:0.004537,0.006764
Initialization: 7.163000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.592000
Kernel 1: 0.024000
Kernel 2: 101.362000
Copyback: 0.018000
Sum: 0.046000
It 4,Best ac:0.001154 1.000000 fi:0.099882. Ave ac:0.004370,0.006520
Initialization: 6.572000
Memcpy Classifiers: 0.451000
Memcpy Instances: 13.013000
Kernel 1: 0.025000
Kernel 2: 100.195000
Copyback: 0.018000
Sum: 0.040000
It 5,Best ac:0.002540 0.846154 fi:0.253186. Ave ac:0.005000,0.009898
Initialization: 6.216000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.716000
Kernel 1: 0.024000
Kernel 2: 100.359001
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.002540 1.000000 fi:0.099339. Ave ac:0.004947,0.008622
Initialization: 7.285000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.715000
Kernel 1: 0.024000
Kernel 2: 100.194000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001385 1.000000 fi:0.099792. Ave ac:0.004255,0.007875
Initialization: 6.792000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.458000
Kernel 1: 0.024000
Kernel 2: 100.222000
Copyback: 0.016000
Sum: 0.030000
It 8,Best ac:0.000924 1.000000 fi:0.099972. Ave ac:0.004553,0.007404
Initialization: 6.205000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.817000
Kernel 1: 0.023000
Kernel 2: 99.429001
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.002309 1.000000 fi:0.099430. Ave ac:0.004337,0.007539
Iteration 10:MDL fitness activated
Error 0.099430 TL 0.043398
MDL Theory Length Weight: 0.7637042226 (4)
Initialization: 8.944000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.753000
Kernel 1: 0.025000
Kernel 2: 99.461998
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001155 1.000000 fi:0.120624. Ave ac:0.004348,0.005939
Initialization: 7.480000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.986000
Kernel 1: 0.024000
Kernel 2: 100.153999
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.000923 1.000000 fi:0.128004. Ave ac:0.004329,0.006502
Initialization: 6.886000
Memcpy Classifiers: 0.824000
Memcpy Instances: 11.549000
Kernel 1: 0.024000
Kernel 2: 99.556000
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.002078 1.000000 fi:0.129411. Ave ac:0.004937,0.008243
Initialization: 6.737000
Memcpy Classifiers: 0.695000
Memcpy Instances: 8.721000
Kernel 1: 0.024000
Kernel 2: 97.980003
Copyback: 0.018000
Sum: 0.044000
It 13,Best ac:0.001616 1.000000 fi:0.122447. Ave ac:0.003801,0.006837
Initialization: 7.358000
Memcpy Classifiers: 0.613000
Memcpy Instances: 10.770000
Kernel 1: 0.027000
Kernel 2: 95.710999
Copyback: 0.018000
Sum: 0.042000
It 14,Best ac:0.001616 1.000000 fi:0.123788. Ave ac:0.003929,0.008077
Initialization: 7.293000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.492000
Kernel 1: 0.024000
Kernel 2: 96.793999
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.001848 1.000000 fi:0.119371. Ave ac:0.003265,0.004911
Initialization: 8.618000
Memcpy Classifiers: 0.601000
Memcpy Instances: 8.754000
Kernel 1: 0.023000
Kernel 2: 95.315002
Copyback: 0.016000
Sum: 0.030000
It 16,Best ac:0.001385 1.000000 fi:0.131738. Ave ac:0.002560,0.003803
Initialization: 6.216000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.349000
Kernel 1: 0.024000
Kernel 2: 96.851997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000924 1.000000 fi:0.125281. Ave ac:0.003239,0.005182
Initialization: 6.894000
Memcpy Classifiers: 0.493000
Memcpy Instances: 11.836000
Kernel 1: 0.026000
Kernel 2: 96.678001
Copyback: 0.017000
Sum: 0.043000
It 18,Best ac:0.002771 1.000000 fi:0.123619. Ave ac:0.003590,0.006143
Initialization: 6.426000
Memcpy Classifiers: 0.890000
Memcpy Instances: 11.603000
Kernel 1: 0.028000
Kernel 2: 95.390999
Copyback: 0.018000
Sum: 0.043000
It 19,Best ac:0.001386 1.000000 fi:0.124660. Ave ac:0.003456,0.005480
Initialization: 6.224000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.717000
Kernel 1: 0.023000
Kernel 2: 94.887001
Copyback: 0.368000
Sum: 0.042000
It 20,Best ac:0.000923 1.000000 fi:0.120708. Ave ac:0.003386,0.005133
Initialization: 6.459000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.798000
Kernel 1: 0.022000
Kernel 2: 94.191002
Copyback: 0.018000
Sum: 0.039000
It 21,Best ac:0.001154 1.000000 fi:0.122095. Ave ac:0.003280,0.004857
Initialization: 7.779000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.979000
Kernel 1: 0.024000
Kernel 2: 94.199997
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000923 1.000000 fi:0.121615. Ave ac:0.002632,0.003464
Initialization: 6.190000
Memcpy Classifiers: 0.710000
Memcpy Instances: 12.023000
Kernel 1: 0.024000
Kernel 2: 94.068001
Copyback: 0.016000
Sum: 0.031000
It 23,Best ac:0.001154 1.000000 fi:0.121230. Ave ac:0.002726,0.003411
Initialization: 7.923000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.762000
Kernel 1: 0.023000
Kernel 2: 96.463997
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.000924 1.000000 fi:0.117964. Ave ac:0.002554,0.003760
Initialization: 6.197000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.716000
Kernel 1: 0.024000
Kernel 2: 96.480003
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.000924 1.000000 fi:0.118947. Ave ac:0.002771,0.004113
Initialization: 6.159000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.954000
Kernel 1: 0.026000
Kernel 2: 95.505997
Copyback: 0.018000
Sum: 0.030000
It 26,Best ac:0.001385 1.000000 fi:0.120534. Ave ac:0.003027,0.005078
Initialization: 6.406000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.038000
Kernel 1: 0.022000
Kernel 2: 95.483002
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001154 1.000000 fi:0.117069. Ave ac:0.002491,0.003022
Initialization: 7.846000
Memcpy Classifiers: 0.775000
Memcpy Instances: 8.923000
Kernel 1: 0.023000
Kernel 2: 95.348000
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000924 1.000000 fi:0.120494. Ave ac:0.001968,0.002577
Initialization: 6.460000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.016000
Kernel 1: 0.032000
Kernel 2: 93.864998
Copyback: 0.018000
Sum: 0.040000
It 29,Best ac:0.001847 1.000000 fi:0.119372. Ave ac:0.002096,0.002692
Initialization: 6.202000
Memcpy Classifiers: 0.499000
Memcpy Instances: 12.935000
Kernel 1: 0.032000
Kernel 2: 96.092003
Copyback: 0.017000
Sum: 0.036000
It 30,Best ac:0.001154 1.000000 fi:0.124426. Ave ac:0.002363,0.003564
Initialization: 6.168000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.735000
Kernel 1: 0.024000
Kernel 2: 101.213997
Copyback: 0.018000
Sum: 0.028000
It 31,Best ac:0.000924 1.000000 fi:0.120181. Ave ac:0.002571,0.003712
Initialization: 6.169000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.722000
Kernel 1: 0.025000
Kernel 2: 96.221001
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.000924 1.000000 fi:0.123768. Ave ac:0.002279,0.003414
Initialization: 7.660000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.734000
Kernel 1: 0.024000
Kernel 2: 100.331001
Copyback: 0.018000
Sum: 0.047000
It 33,Best ac:0.001155 1.000000 fi:0.123847. Ave ac:0.003088,0.004779
Initialization: 28.143999
Memcpy Instances: 532.530029
Memcpy Classifiers: 0.072000
Kernel 1: 0.026000
Kernel 2: 535.679016
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 557.620972
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.111000
Kernel 1: 0.022000
Kernel 2: 548.755981
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 549.552979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 568.750000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.112000
Kernel 1: 0.021000
Kernel 2: 567.034973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 569.619995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 542.541992
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 536.551025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 536.140991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 550.189026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 529.132996
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.013956 0.723486 fi:0.406562. Ave ac:0.003075,0.010727
Best acc 0.013956 0.723486
Rule:Att PSSM_0_1 is [>0.239026]|Att PSSM_0_2 is [<-4.278309]|Att PSSM_0_17 is [-2.994336,2.994336]|Att PSSM_0_18 is [<4.882331]|Att PSSM_1_4 is [-7.485586,-1.750320]|Att PSSM_1_6 is [>-4.647845]|1
Accuracy : 0.751191
0	1	
160918	3162	
55218	15340	
Removed 407 instances. 216136 Instances left. Acc of rule 0.001432-0.761671
Initialization: 6.188000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.707000
Kernel 1: 0.025000
Kernel 2: 105.652000
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.006302 accuracy2:0.240342
Initialization: 6.193000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.693000
Kernel 1: 0.024000
Kernel 2: 106.424004
Copyback: 0.017000
Sum: 0.042000
It 0,Best ac:0.001851 1.000000 fi:0.099607. Ave ac:0.008507,0.015273
Initialization: 6.205000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.720000
Kernel 1: 0.024000
Kernel 2: 107.014000
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.001388 0.857143 fi:0.242646. Ave ac:0.008972,0.013506
Initialization: 8.834000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.722000
Kernel 1: 0.024000
Kernel 2: 106.086998
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.002544 0.846154 fi:0.253181. Ave ac:0.007145,0.013119
Initialization: 6.139000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.713000
Kernel 1: 0.024000
Kernel 2: 105.584999
Copyback: 0.016000
Sum: 0.025000
It 3,Best ac:0.000925 1.000000 fi:0.099970. Ave ac:0.007000,0.012034
Initialization: 6.158000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.714000
Kernel 1: 0.024000
Kernel 2: 106.373001
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001851 0.888889 fi:0.210718. Ave ac:0.005735,0.010577
Initialization: 6.191000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.709000
Kernel 1: 0.024000
Kernel 2: 102.487999
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.001157 1.000000 fi:0.099879. Ave ac:0.005121,0.010460
Initialization: 6.200000
Memcpy Classifiers: 0.512000
Memcpy Instances: 8.703000
Kernel 1: 0.024000
Kernel 2: 103.788002
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001620 1.000000 fi:0.099697. Ave ac:0.004592,0.009325
Initialization: 6.183000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.704000
Kernel 1: 0.024000
Kernel 2: 103.193001
Copyback: 0.016000
Sum: 0.032000
It 7,Best ac:0.001388 1.000000 fi:0.099788. Ave ac:0.003696,0.007227
Initialization: 6.227000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.856000
Kernel 1: 0.025000
Kernel 2: 102.587997
Copyback: 0.019000
Sum: 0.037000
It 8,Best ac:0.001851 1.000000 fi:0.099607. Ave ac:0.003428,0.005662
Initialization: 8.598000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.895000
Kernel 1: 0.032000
Kernel 2: 98.983002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001620 0.875000 fi:0.224697. Ave ac:0.003345,0.005709
Iteration 10:MDL fitness activated
Error 0.224697 TL 0.038595
MDL Theory Length Weight: 1.7465880624 (10)
Initialization: 6.166000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.712000
Kernel 1: 0.025000
Kernel 2: 100.372002
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001619 1.000000 fi:0.152906. Ave ac:0.003197,0.005066
Initialization: 6.152000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.721000
Kernel 1: 0.024000
Kernel 2: 95.914001
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001388 1.000000 fi:0.164970. Ave ac:0.002381,0.003738
Initialization: 6.244000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.745000
Kernel 1: 0.024000
Kernel 2: 95.564003
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001388 1.000000 fi:0.164642. Ave ac:0.003314,0.005904
Initialization: 6.184000
Memcpy Classifiers: 0.680000
Memcpy Instances: 12.795000
Kernel 1: 0.025000
Kernel 2: 92.211998
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.000925 1.000000 fi:0.153393. Ave ac:0.002896,0.003396
Initialization: 6.154000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.711000
Kernel 1: 0.025000
Kernel 2: 92.528999
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.001620 1.000000 fi:0.159103. Ave ac:0.003143,0.004020
Initialization: 6.154000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.706000
Kernel 1: 0.024000
Kernel 2: 94.322998
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001388 1.000000 fi:0.157552. Ave ac:0.002764,0.003357
Initialization: 6.730000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.706000
Kernel 1: 0.024000
Kernel 2: 94.788002
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001157 1.000000 fi:0.164789. Ave ac:0.002428,0.003066
Initialization: 6.161000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.718000
Kernel 1: 0.023000
Kernel 2: 94.571999
Copyback: 0.016000
Sum: 0.033000
It 17,Best ac:0.000925 1.000000 fi:0.164227. Ave ac:0.002082,0.002668
Initialization: 6.166000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.700000
Kernel 1: 0.025000
Kernel 2: 95.147003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001388 1.000000 fi:0.158349. Ave ac:0.002675,0.003380
Initialization: 6.251000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.707000
Kernel 1: 0.024000
Kernel 2: 93.255997
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.000925 1.000000 fi:0.155030. Ave ac:0.002394,0.003555
MDL Theory Length Weight: 1.5719292562 (20)
Initialization: 8.221000
Memcpy Classifiers: 0.594000
Memcpy Instances: 11.002000
Kernel 1: 0.024000
Kernel 2: 91.901001
Copyback: 0.018000
Sum: 0.040000
It 20,Best ac:0.001157 1.000000 fi:0.141380. Ave ac:0.002725,0.003707
Initialization: 6.242000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.699000
Kernel 1: 0.025000
Kernel 2: 90.473999
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.003702 1.000000 fi:0.144673. Ave ac:0.002247,0.003495
Initialization: 6.163000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.723000
Kernel 1: 0.025000
Kernel 2: 90.634003
Copyback: 0.371000
Sum: 0.037000
It 22,Best ac:0.000925 1.000000 fi:0.149391. Ave ac:0.002400,0.004388
Initialization: 7.850000
Memcpy Classifiers: 0.680000
Memcpy Instances: 12.435000
Kernel 1: 0.024000
Kernel 2: 89.445999
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.001157 1.000000 fi:0.154014. Ave ac:0.002565,0.003865
Initialization: 6.199000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.698000
Kernel 1: 0.024000
Kernel 2: 90.114998
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.002082 1.000000 fi:0.147704. Ave ac:0.002660,0.003763
Initialization: 6.426000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.710000
Kernel 1: 0.024000
Kernel 2: 88.331001
Copyback: 0.018000
Sum: 0.036000
It 25,Best ac:0.000925 1.000000 fi:0.149431. Ave ac:0.002571,0.003353
Initialization: 7.037000
Memcpy Classifiers: 0.648000
Memcpy Instances: 11.466000
Kernel 1: 0.024000
Kernel 2: 89.752998
Copyback: 0.018000
Sum: 0.044000
It 26,Best ac:0.001619 1.000000 fi:0.149252. Ave ac:0.003274,0.003694
Initialization: 7.050000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.706000
Kernel 1: 0.024000
Kernel 2: 89.833000
Copyback: 0.018000
Sum: 0.033000
It 27,Best ac:0.001157 1.000000 fi:0.148580. Ave ac:0.003393,0.004314
Initialization: 6.143000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.711000
Kernel 1: 0.023000
Kernel 2: 90.681999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000925 1.000000 fi:0.156816. Ave ac:0.003736,0.004845
Initialization: 6.469000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.723000
Kernel 1: 0.023000
Kernel 2: 90.080002
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000925 1.000000 fi:0.146050. Ave ac:0.003486,0.004419
MDL Theory Length Weight: 1.4147363306 (30)
Initialization: 6.408000
Memcpy Classifiers: 0.361000
Memcpy Instances: 11.520000
Kernel 1: 0.024000
Kernel 2: 87.666000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000925 1.000000 fi:0.137621. Ave ac:0.002827,0.003443
Initialization: 7.320000
Memcpy Classifiers: 0.362000
Memcpy Instances: 11.056000
Kernel 1: 0.026000
Kernel 2: 88.247002
Copyback: 0.018000
Sum: 0.043000
It 31,Best ac:0.000925 1.000000 fi:0.132341. Ave ac:0.003401,0.004318
Initialization: 8.045000
Memcpy Classifiers: 0.395000
Memcpy Instances: 10.946000
Kernel 1: 0.024000
Kernel 2: 88.338997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000925 1.000000 fi:0.143068. Ave ac:0.002829,0.003290
Initialization: 7.075000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.498000
Kernel 1: 0.023000
Kernel 2: 86.802002
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.001156 1.000000 fi:0.134218. Ave ac:0.003796,0.005565
Initialization: 26.323000
Memcpy Instances: 514.742004
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 495.444000
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.081000
Kernel 1: 0.016000
Kernel 2: 507.928986
Copyback: 0.020000
Sum: 0.003000
Memcpy Classifiers: 0.099000
Kernel 1: 0.016000
Kernel 2: 508.071014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.016000
Kernel 2: 512.825012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.013000
Kernel 2: 521.518982
Copyback: 0.019000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.018000
Kernel 2: 495.126007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 498.600006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.022000
Kernel 2: 496.865997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 496.174011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.017000
Kernel 2: 496.609009
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.022000
Kernel 2: 510.026001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.021000
Kernel 2: 504.404999
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001309 0.740838 fi:0.396633. Ave ac:0.002688,0.009100
Best acc 0.001309 0.740838
Initialization: 6.195000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.708000
Kernel 1: 0.025000
Kernel 2: 104.699997
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005646 accuracy2:0.234471
Initialization: 6.133000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.739000
Kernel 1: 0.024000
Kernel 2: 106.623001
Copyback: 0.016000
Sum: 0.041000
It 0,Best ac:0.000694 1.000000 fi:0.265233. Ave ac:0.007090,0.013160
Initialization: 6.146000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.698000
Kernel 1: 0.024000
Kernel 2: 105.378998
Copyback: 0.018000
Sum: 0.040000
It 1,Best ac:0.000694 1.000000 fi:0.264568. Ave ac:0.006490,0.011490
Initialization: 6.108000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.719000
Kernel 1: 0.024000
Kernel 2: 105.339996
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000925 1.000000 fi:0.099970. Ave ac:0.006657,0.010448
Initialization: 6.074000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.109000
Kernel 1: 0.022000
Kernel 2: 102.039001
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.000925 1.000000 fi:0.099970. Ave ac:0.006101,0.010555
Initialization: 6.968000
Memcpy Classifiers: 0.839000
Memcpy Instances: 13.648000
Kernel 1: 0.032000
Kernel 2: 101.247002
Copyback: 0.017000
Sum: 0.045000
It 4,Best ac:0.001620 1.000000 fi:0.099697. Ave ac:0.007647,0.012063
Initialization: 6.495000
Memcpy Classifiers: 0.482000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 100.640999
Copyback: 0.019000
Sum: 0.041000
It 5,Best ac:0.001157 1.000000 fi:0.099879. Ave ac:0.005881,0.011410
Initialization: 6.116000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.736000
Kernel 1: 0.023000
Kernel 2: 97.954002
Copyback: 0.018000
Sum: 0.041000
It 6,Best ac:0.001851 1.000000 fi:0.099607. Ave ac:0.005571,0.009355
Initialization: 8.095000
Memcpy Classifiers: 0.774000
Memcpy Instances: 9.064000
Kernel 1: 0.024000
Kernel 2: 95.692001
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001388 1.000000 fi:0.099788. Ave ac:0.004589,0.009556
Initialization: 6.144000
Memcpy Classifiers: 0.476000
Memcpy Instances: 8.693000
Kernel 1: 0.025000
Kernel 2: 92.984001
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001157 1.000000 fi:0.099879. Ave ac:0.004296,0.008663
Initialization: 6.083000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.732000
Kernel 1: 0.025000
Kernel 2: 93.180000
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001850 1.000000 fi:0.099607. Ave ac:0.004861,0.008812
Iteration 10:MDL fitness activated
Error 0.099607 TL 0.043270
MDL Theory Length Weight: 0.7673285035 (4)
Initialization: 6.093000
Memcpy Classifiers: 0.497000
Memcpy Instances: 8.699000
Kernel 1: 0.025000
Kernel 2: 94.693001
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.000925 1.000000 fi:0.124394. Ave ac:0.004825,0.008389
Initialization: 6.178000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.921000
Kernel 1: 0.022000
Kernel 2: 93.266998
Copyback: 0.019000
Sum: 0.037000
It 11,Best ac:0.001388 1.000000 fi:0.124272. Ave ac:0.004604,0.006899
Initialization: 8.138000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.716000
Kernel 1: 0.024000
Kernel 2: 91.325996
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.000925 1.000000 fi:0.125106. Ave ac:0.004175,0.006111
Initialization: 6.168000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.734000
Kernel 1: 0.023000
Kernel 2: 89.676003
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.001620 1.000000 fi:0.124292. Ave ac:0.003960,0.006178
Initialization: 6.115000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.058000
Kernel 1: 0.027000
Kernel 2: 89.972000
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.002545 1.000000 fi:0.124806. Ave ac:0.003995,0.005501
Initialization: 6.120000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.729000
Kernel 1: 0.024000
Kernel 2: 92.470001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001157 1.000000 fi:0.120135. Ave ac:0.004018,0.005833
Initialization: 6.154000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.184000
Kernel 1: 0.032000
Kernel 2: 94.483002
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.001388 1.000000 fi:0.122407. Ave ac:0.003064,0.004306
Initialization: 6.164000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.729000
Kernel 1: 0.024000
Kernel 2: 89.102997
Copyback: 0.019000
Sum: 0.047000
It 17,Best ac:0.000925 1.000000 fi:0.130405. Ave ac:0.003265,0.006751
Initialization: 6.127000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.713000
Kernel 1: 0.024000
Kernel 2: 90.044998
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000925 1.000000 fi:0.125023. Ave ac:0.003463,0.004577
Initialization: 6.142000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.728000
Kernel 1: 0.025000
Kernel 2: 91.097000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001157 1.000000 fi:0.120135. Ave ac:0.003541,0.005715
Initialization: 6.101000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.729000
Kernel 1: 0.025000
Kernel 2: 90.572998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000925 1.000000 fi:0.124966. Ave ac:0.003077,0.004853
Initialization: 7.230000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.449000
Kernel 1: 0.023000
Kernel 2: 89.164001
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.001157 1.000000 fi:0.123823. Ave ac:0.003559,0.004838
Initialization: 7.453000
Memcpy Classifiers: 0.406000
Memcpy Instances: 10.132000
Kernel 1: 0.027000
Kernel 2: 86.414001
Copyback: 0.018000
Sum: 0.039000
It 22,Best ac:0.002082 1.000000 fi:0.125893. Ave ac:0.003145,0.004066
Initialization: 6.692000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.746000
Kernel 1: 0.023000
Kernel 2: 85.926003
Copyback: 0.019000
Sum: 0.042000
It 23,Best ac:0.001851 1.000000 fi:0.123282. Ave ac:0.003100,0.004178
Initialization: 7.378000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.759000
Kernel 1: 0.023000
Kernel 2: 86.387001
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.000925 1.000000 fi:0.119587. Ave ac:0.002478,0.004291
Initialization: 6.809000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.939000
Kernel 1: 0.024000
Kernel 2: 87.823997
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001619 1.000000 fi:0.119954. Ave ac:0.002694,0.003708
Initialization: 6.566000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.486000
Kernel 1: 0.033000
Kernel 2: 87.084000
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001157 1.000000 fi:0.120807. Ave ac:0.002727,0.003749
Initialization: 7.107000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.368000
Kernel 1: 0.032000
Kernel 2: 84.824997
Copyback: 0.018000
Sum: 0.038000
It 27,Best ac:0.000925 1.000000 fi:0.124263. Ave ac:0.003043,0.004137
Initialization: 7.421000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.223000
Kernel 1: 0.033000
Kernel 2: 84.503998
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.001157 1.000000 fi:0.121573. Ave ac:0.003379,0.004247
Initialization: 8.485000
Memcpy Classifiers: 0.680000
Memcpy Instances: 12.434000
Kernel 1: 0.027000
Kernel 2: 84.250000
Copyback: 0.018000
Sum: 0.037000
It 29,Best ac:0.001157 1.000000 fi:0.123836. Ave ac:0.002435,0.003189
Initialization: 6.162000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.717000
Kernel 1: 0.025000
Kernel 2: 85.166000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.002313 1.000000 fi:0.124777. Ave ac:0.002506,0.003550
Initialization: 6.127000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.748000
Kernel 1: 0.024000
Kernel 2: 84.412003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.001157 1.000000 fi:0.118213. Ave ac:0.002787,0.004462
Initialization: 6.119000
Memcpy Classifiers: 0.429000
Memcpy Instances: 8.698000
Kernel 1: 0.024000
Kernel 2: 83.105003
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001157 1.000000 fi:0.121573. Ave ac:0.002925,0.003979
Initialization: 7.851000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.719000
Kernel 1: 0.024000
Kernel 2: 83.482002
Copyback: 0.370000
Sum: 0.035000
It 33,Best ac:0.000925 1.000000 fi:0.126266. Ave ac:0.002635,0.004066
Initialization: 24.090000
Memcpy Instances: 445.209015
Memcpy Classifiers: 0.071000
Kernel 1: 0.027000
Kernel 2: 503.502991
Copyback: 0.017000
Sum: 0.019000
Memcpy Classifiers: 0.100000
Kernel 1: 0.022000
Kernel 2: 488.894989
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 500.640991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 486.390991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 501.251007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.021000
Kernel 2: 503.975006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 494.988007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.015000
Kernel 2: 503.988007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 491.740997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.098000
Kernel 1: 0.024000
Kernel 2: 477.763000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 481.395996
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 476.066986
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001240 0.765714 fi:0.360510. Ave ac:0.003676,0.013151
Best acc 0.001240 0.765714
Rule:Att PSSM_-2_12 is [-5.412663,-2.681215]|Att PSSM_-2_14 is [-4.307144,2.839882]|Att PSSM_-2_18 is [-7.356710,7.356710]|Att PSSM_-1_12 is [<-1.781840]|Att PSSM_0_2 is [<0.946737]|Att PSSM_0_4 is [-5.288282,-2.237311]|Att PSSM_0_6 is [<-2.815755]|Att PSSM_1_7 is [<1.672070]|Att PSSM_1_14 is [0.950494,5.743577]|Att PSSM_3_4 is [-5.203524,-0.796476]|1
Accuracy : 0.751984
0	1	
160836	3244	
54950	15608	
Removed 350 instances. 215786 Instances left. Acc of rule 0.001240-0.765714
Initialization: 8.143000
Memcpy Classifiers: 0.524000
Memcpy Instances: 11.955000
Kernel 1: 0.024000
Kernel 2: 104.867996
Copyback: 0.023000
Sum: 0.055000
Initial population average accuracy1:0.005790 accuracy2:0.243443
Initialization: 6.092000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.708000
Kernel 1: 0.025000
Kernel 2: 105.824997
Copyback: 0.017000
Sum: 0.058000
It 0,Best ac:0.000695 1.000000 fi:0.261222. Ave ac:0.006234,0.010278
Initialization: 6.161000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.701000
Kernel 1: 0.024000
Kernel 2: 103.413002
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000695 1.000000 fi:0.261222. Ave ac:0.006423,0.010520
Initialization: 6.105000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.689000
Kernel 1: 0.025000
Kernel 2: 101.175003
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.000927 1.000000 fi:0.099968. Ave ac:0.005785,0.009757
Initialization: 6.377000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.679000
Kernel 1: 0.024000
Kernel 2: 101.022003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001390 1.000000 fi:0.099786. Ave ac:0.005610,0.008755
Initialization: 7.692000
Memcpy Classifiers: 0.602000
Memcpy Instances: 11.164000
Kernel 1: 0.023000
Kernel 2: 98.574997
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.001390 1.000000 fi:0.099786. Ave ac:0.005981,0.008494
Initialization: 6.126000
Memcpy Classifiers: 0.447000
Memcpy Instances: 8.696000
Kernel 1: 0.024000
Kernel 2: 104.219002
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.000927 1.000000 fi:0.099968. Ave ac:0.005158,0.007070
Initialization: 6.175000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.680000
Kernel 1: 0.025000
Kernel 2: 101.113998
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.002549 1.000000 fi:0.099329. Ave ac:0.005202,0.006696
Initialization: 6.093000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.783000
Kernel 1: 0.022000
Kernel 2: 102.190002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001158 1.000000 fi:0.099877. Ave ac:0.004316,0.005666
Initialization: 6.050000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.715000
Kernel 1: 0.024000
Kernel 2: 99.583000
Copyback: 0.016000
Sum: 0.030000
It 8,Best ac:0.001158 1.000000 fi:0.099877. Ave ac:0.004625,0.006405
Initialization: 6.141000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.712000
Kernel 1: 0.024000
Kernel 2: 101.834999
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.001158 1.000000 fi:0.099877. Ave ac:0.003646,0.005656
Iteration 10:MDL fitness activated
Error 0.099877 TL 0.042836
MDL Theory Length Weight: 0.7772120736 (4)
Initialization: 6.145000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.703000
Kernel 1: 0.024000
Kernel 2: 102.252998
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.000927 1.000000 fi:0.123603. Ave ac:0.003773,0.005305
Initialization: 6.126000
Memcpy Classifiers: 0.445000
Memcpy Instances: 8.706000
Kernel 1: 0.024000
Kernel 2: 101.816002
Copyback: 0.018000
Sum: 0.040000
It 11,Best ac:0.001390 1.000000 fi:0.113169. Ave ac:0.003591,0.005646
Initialization: 6.298000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.733000
Kernel 1: 0.024000
Kernel 2: 102.214996
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001158 1.000000 fi:0.125702. Ave ac:0.003122,0.005188
Initialization: 8.819000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.691000
Kernel 1: 0.023000
Kernel 2: 101.374001
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001158 1.000000 fi:0.129979. Ave ac:0.003366,0.005643
Initialization: 7.972000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.812000
Kernel 1: 0.024000
Kernel 2: 98.429001
Copyback: 0.022000
Sum: 0.040000
It 14,Best ac:0.000927 1.000000 fi:0.120848. Ave ac:0.003602,0.004663
Initialization: 6.097000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.727000
Kernel 1: 0.024000
Kernel 2: 97.769997
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001158 1.000000 fi:0.122066. Ave ac:0.003285,0.005192
Initialization: 6.112000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.686000
Kernel 1: 0.024000
Kernel 2: 97.472000
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.000927 1.000000 fi:0.120148. Ave ac:0.002656,0.006458
Initialization: 6.163000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.700000
Kernel 1: 0.024000
Kernel 2: 95.584000
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.000927 1.000000 fi:0.120848. Ave ac:0.003216,0.004510
Initialization: 6.178000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.706000
Kernel 1: 0.024000
Kernel 2: 96.499001
Copyback: 0.021000
Sum: 0.035000
It 18,Best ac:0.001390 1.000000 fi:0.120656. Ave ac:0.002507,0.003998
Initialization: 6.874000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.688000
Kernel 1: 0.024000
Kernel 2: 94.789001
Copyback: 0.018000
Sum: 0.044000
It 19,Best ac:0.000927 1.000000 fi:0.120838. Ave ac:0.002704,0.004189
Initialization: 7.707000
Memcpy Classifiers: 0.744000
Memcpy Instances: 8.771000
Kernel 1: 0.024000
Kernel 2: 98.592003
Copyback: 0.018000
Sum: 0.040000
It 20,Best ac:0.002085 1.000000 fi:0.120267. Ave ac:0.003075,0.005181
MDL Theory Length Weight: 0.6994908662 (10)
Initialization: 7.475000
Memcpy Classifiers: 0.807000
Memcpy Instances: 9.369000
Kernel 1: 0.024000
Kernel 2: 96.430000
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001622 1.000000 fi:0.121846. Ave ac:0.002268,0.003013
Initialization: 6.093000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.715000
Kernel 1: 0.025000
Kernel 2: 97.258003
Copyback: 0.018000
Sum: 0.041000
It 22,Best ac:0.000927 1.000000 fi:0.118880. Ave ac:0.002278,0.003423
Initialization: 6.096000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.699000
Kernel 1: 0.024000
Kernel 2: 99.269997
Copyback: 0.019000
Sum: 0.042000
It 23,Best ac:0.001622 1.000000 fi:0.122458. Ave ac:0.002140,0.002913
Initialization: 6.791000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.219000
Kernel 1: 0.032000
Kernel 2: 99.167000
Copyback: 0.018000
Sum: 0.041000
It 24,Best ac:0.000927 1.000000 fi:0.121147. Ave ac:0.001819,0.002025
Initialization: 6.116000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.738000
Kernel 1: 0.032000
Kernel 2: 98.242996
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.000927 1.000000 fi:0.124286. Ave ac:0.002192,0.003507
Initialization: 6.170000
Memcpy Classifiers: 0.487000
Memcpy Instances: 13.023000
Kernel 1: 0.024000
Kernel 2: 96.389000
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.001390 1.000000 fi:0.120623. Ave ac:0.001747,0.002299
Initialization: 6.842000
Memcpy Classifiers: 0.423000
Memcpy Instances: 11.492000
Kernel 1: 0.025000
Kernel 2: 95.980003
Copyback: 0.017000
Sum: 0.038000
It 27,Best ac:0.000927 1.000000 fi:0.118163. Ave ac:0.002737,0.006050
Initialization: 8.238000
Memcpy Classifiers: 0.416000
Memcpy Instances: 14.098000
Kernel 1: 0.027000
Kernel 2: 96.051003
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.002085 1.000000 fi:0.117514. Ave ac:0.002026,0.002434
Initialization: 6.136000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.715000
Kernel 1: 0.025000
Kernel 2: 92.737000
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001158 1.000000 fi:0.115533. Ave ac:0.002462,0.003436
Initialization: 6.175000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.697000
Kernel 1: 0.024000
Kernel 2: 91.639999
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001622 1.000000 fi:0.119585. Ave ac:0.002766,0.003766
Initialization: 6.158000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.092000
Kernel 1: 0.032000
Kernel 2: 89.462997
Copyback: 0.018000
Sum: 0.042000
It 31,Best ac:0.001158 1.000000 fi:0.115963. Ave ac:0.002988,0.005119
Initialization: 7.588000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.700000
Kernel 1: 0.024000
Kernel 2: 87.574997
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001390 1.000000 fi:0.119755. Ave ac:0.003377,0.005050
Initialization: 6.173000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.688000
Kernel 1: 0.024000
Kernel 2: 85.083000
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.001158 1.000000 fi:0.113916. Ave ac:0.002953,0.003582
Initialization: 28.407000
Memcpy Instances: 459.648987
Memcpy Classifiers: 0.074000
Kernel 1: 0.027000
Kernel 2: 493.804993
Copyback: 0.366000
Sum: 0.017000
Memcpy Classifiers: 0.094000
Kernel 1: 0.021000
Kernel 2: 529.096008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 493.441986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 512.567017
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.022000
Kernel 2: 525.119019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 540.146973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.021000
Kernel 2: 513.978027
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 527.145996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 518.103027
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.071000
Kernel 1: 0.016000
Kernel 2: 522.406982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 517.344971
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.016000
Kernel 2: 497.765015
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001131 0.764890 fi:0.353192. Ave ac:0.002585,0.008687
Best acc 0.001131 0.764890
Initialization: 6.979000
Memcpy Classifiers: 0.705000
Memcpy Instances: 10.464000
Kernel 1: 0.026000
Kernel 2: 103.931000
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005656 accuracy2:0.252237
Initialization: 7.791000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 102.460999
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.002085 0.692308 fi:0.407204. Ave ac:0.006031,0.012141
Initialization: 6.501000
Memcpy Classifiers: 0.817000
Memcpy Instances: 11.700000
Kernel 1: 0.024000
Kernel 2: 100.483002
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.001622 0.875000 fi:0.224695. Ave ac:0.005497,0.008213
Initialization: 6.084000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.684000
Kernel 1: 0.033000
Kernel 2: 102.123001
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.002086 1.000000 fi:0.099512. Ave ac:0.005588,0.008806
Initialization: 6.070000
Memcpy Classifiers: 0.482000
Memcpy Instances: 11.513000
Kernel 1: 0.024000
Kernel 2: 100.839996
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.001390 1.000000 fi:0.099786. Ave ac:0.005250,0.009586
Initialization: 7.184000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.699000
Kernel 1: 0.024000
Kernel 2: 99.081001
Copyback: 0.017000
Sum: 0.037000
It 4,Best ac:0.001390 1.000000 fi:0.099786. Ave ac:0.004565,0.008463
Initialization: 6.086000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.963000
Kernel 1: 0.024000
Kernel 2: 100.320000
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001390 1.000000 fi:0.099786. Ave ac:0.004655,0.008108
Initialization: 7.220000
Memcpy Classifiers: 0.596000
Memcpy Instances: 11.043000
Kernel 1: 0.024000
Kernel 2: 101.390999
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.002086 0.900000 fi:0.199512. Ave ac:0.004488,0.008125
Initialization: 6.203000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.607000
Kernel 1: 0.022000
Kernel 2: 99.745003
Copyback: 0.016000
Sum: 0.031000
It 7,Best ac:0.001158 1.000000 fi:0.099877. Ave ac:0.004518,0.006974
Initialization: 6.164000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.682000
Kernel 1: 0.024000
Kernel 2: 100.447998
Copyback: 0.018000
Sum: 0.041000
It 8,Best ac:0.000927 1.000000 fi:0.099968. Ave ac:0.005328,0.008252
Initialization: 6.151000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.622000
Kernel 1: 0.032000
Kernel 2: 97.974998
Copyback: 0.016000
Sum: 0.034000
It 9,Best ac:0.001390 1.000000 fi:0.099786. Ave ac:0.003310,0.004958
Iteration 10:MDL fitness activated
Error 0.099786 TL 0.035503
MDL Theory Length Weight: 0.9368836648 (8)
Initialization: 6.269000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.038000
Kernel 1: 0.023000
Kernel 2: 100.333000
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.001390 1.000000 fi:0.133164. Ave ac:0.003038,0.004183
Initialization: 8.223000
Memcpy Classifiers: 0.621000
Memcpy Instances: 11.005000
Kernel 1: 0.024000
Kernel 2: 98.203003
Copyback: 0.018000
Sum: 0.040000
It 11,Best ac:0.001390 1.000000 fi:0.133393. Ave ac:0.003119,0.005421
Initialization: 7.257000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.598000
Kernel 1: 0.027000
Kernel 2: 101.266998
Copyback: 0.017000
Sum: 0.040000
It 12,Best ac:0.000927 1.000000 fi:0.129178. Ave ac:0.004495,0.007506
Initialization: 6.172000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.751000
Kernel 1: 0.023000
Kernel 2: 99.882004
Copyback: 0.017000
Sum: 0.038000
It 13,Best ac:0.001158 1.000000 fi:0.137878. Ave ac:0.003989,0.005547
Initialization: 6.128000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.678000
Kernel 1: 0.024000
Kernel 2: 104.288002
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001622 1.000000 fi:0.126108. Ave ac:0.003822,0.005387
Initialization: 6.176000
Memcpy Classifiers: 0.635000
Memcpy Instances: 9.561000
Kernel 1: 0.023000
Kernel 2: 97.973000
Copyback: 0.018000
Sum: 0.035000
It 15,Best ac:0.000927 1.000000 fi:0.125982. Ave ac:0.003418,0.004085
Initialization: 7.746000
Memcpy Classifiers: 0.564000
Memcpy Instances: 9.422000
Kernel 1: 0.023000
Kernel 2: 96.825996
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.001390 1.000000 fi:0.125799. Ave ac:0.003506,0.005917
Initialization: 6.832000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.111000
Kernel 1: 0.032000
Kernel 2: 98.358002
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.001158 1.000000 fi:0.129773. Ave ac:0.003129,0.004127
Initialization: 7.140000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.904000
Kernel 1: 0.032000
Kernel 2: 100.560997
Copyback: 0.018000
Sum: 0.038000
It 18,Best ac:0.001390 1.000000 fi:0.129350. Ave ac:0.003140,0.003939
Initialization: 6.135000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.502000
Kernel 1: 0.026000
Kernel 2: 99.690002
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001158 1.000000 fi:0.129087. Ave ac:0.002779,0.003925
Initialization: 8.173000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.697000
Kernel 1: 0.024000
Kernel 2: 101.348999
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001158 1.000000 fi:0.130444. Ave ac:0.002622,0.003598
Initialization: 7.040000
Memcpy Classifiers: 0.445000
Memcpy Instances: 10.134000
Kernel 1: 0.025000
Kernel 2: 102.533997
Copyback: 0.019000
Sum: 0.046000
It 21,Best ac:0.001390 1.000000 fi:0.125542. Ave ac:0.002502,0.003150
Initialization: 6.141000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.698000
Kernel 1: 0.058000
Kernel 2: 98.893997
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.001159 1.000000 fi:0.122929. Ave ac:0.003217,0.005502
Initialization: 6.405000
Memcpy Classifiers: 0.442000
Memcpy Instances: 11.435000
Kernel 1: 0.023000
Kernel 2: 99.175003
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001158 1.000000 fi:0.123885. Ave ac:0.003062,0.004457
Initialization: 6.088000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.705000
Kernel 1: 0.024000
Kernel 2: 102.248001
Copyback: 0.018000
Sum: 0.029000
It 24,Best ac:0.001158 1.000000 fi:0.122737. Ave ac:0.002437,0.003419
Initialization: 8.023000
Memcpy Classifiers: 0.620000
Memcpy Instances: 9.238000
Kernel 1: 0.023000
Kernel 2: 100.291000
Copyback: 0.018000
Sum: 0.039000
It 25,Best ac:0.001854 1.000000 fi:0.122908. Ave ac:0.002985,0.003923
Initialization: 6.654000
Memcpy Classifiers: 0.775000
Memcpy Instances: 13.404000
Kernel 1: 0.032000
Kernel 2: 100.507004
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.000927 1.000000 fi:0.127230. Ave ac:0.002290,0.003213
Initialization: 6.160000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.679000
Kernel 1: 0.024000
Kernel 2: 100.966003
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001390 1.000000 fi:0.128887. Ave ac:0.002738,0.003844
Initialization: 7.039000
Memcpy Classifiers: 0.451000
Memcpy Instances: 13.559000
Kernel 1: 0.027000
Kernel 2: 101.491997
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.001854 1.000000 fi:0.117770. Ave ac:0.002412,0.003430
Initialization: 6.190000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.032000
Kernel 1: 0.024000
Kernel 2: 99.097000
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001158 1.000000 fi:0.122296. Ave ac:0.002311,0.003913
Initialization: 6.659000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.545000
Kernel 1: 0.024000
Kernel 2: 98.450996
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000927 1.000000 fi:0.120046. Ave ac:0.002448,0.003397
Initialization: 7.630000
Memcpy Classifiers: 0.679000
Memcpy Instances: 12.831000
Kernel 1: 0.023000
Kernel 2: 100.092003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.001622 1.000000 fi:0.124387. Ave ac:0.002273,0.003512
Initialization: 6.140000
Memcpy Classifiers: 0.423000
Memcpy Instances: 8.732000
Kernel 1: 0.023000
Kernel 2: 100.163002
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001622 1.000000 fi:0.117862. Ave ac:0.002973,0.004286
Initialization: 7.338000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.698000
Kernel 1: 0.024000
Kernel 2: 98.225998
Copyback: 0.018000
Sum: 0.036000
It 33,Best ac:0.001158 1.000000 fi:0.119226. Ave ac:0.003095,0.004636
Initialization: 24.031000
Memcpy Instances: 472.492004
Memcpy Classifiers: 0.071000
Kernel 1: 0.027000
Kernel 2: 572.000977
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 561.820007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 550.443970
Copyback: 0.363000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.023000
Kernel 2: 546.857971
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 553.580017
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 557.348999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 555.161011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 562.492004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.015000
Kernel 2: 554.521973
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.017000
Kernel 2: 573.429016
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 562.377991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 550.807983
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000936 0.729242 fi:0.390071. Ave ac:0.002494,0.008648
Best acc 0.000936 0.729242
Rule:Att PSSM_-3_20 is [>2.398463]|Att PSSM_-2_17 is [-3.328269,5.913140]|Att PSSM_-1_12 is [<-2.237441]|Att PSSM_0_2 is [-5.127112,-3.345663]|Att PSSM_0_10 is [>-2.397265]|Att PSSM_0_17 is [-5.801361,6.487144]|Att PSSM_1_15 is [-6.348306,-1.651694]|Att PSSM_2_12 is [-6.707868,-1.292132]|Att PSSM_3_3 is [<3.679979]|1
Accuracy : 0.752704
0	1	
160761	3319	
54706	15852	
Removed 319 instances. 215467 Instances left. Acc of rule 0.001131-0.764890
Initialization: 6.839000
Memcpy Classifiers: 0.556000
Memcpy Instances: 10.059000
Kernel 1: 0.026000
Kernel 2: 105.898003
Copyback: 0.018000
Sum: 0.053000
Initial population average accuracy1:0.005905 accuracy2:0.228010
Initialization: 6.186000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.449000
Kernel 1: 0.024000
Kernel 2: 107.579002
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.003016 0.866667 fi:0.232475. Ave ac:0.008098,0.014170
Initialization: 8.547000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.700000
Kernel 1: 0.024000
Kernel 2: 105.587997
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.000928 1.000000 fi:0.099967. Ave ac:0.007956,0.016853
Initialization: 7.234000
Memcpy Classifiers: 0.559000
Memcpy Instances: 10.781000
Kernel 1: 0.032000
Kernel 2: 105.050003
Copyback: 0.018000
Sum: 0.044000
It 2,Best ac:0.001625 0.875000 fi:0.224692. Ave ac:0.007205,0.014477
Initialization: 8.145000
Memcpy Classifiers: 0.710000
Memcpy Instances: 11.110000
Kernel 1: 0.025000
Kernel 2: 105.383003
Copyback: 0.018000
Sum: 0.044000
It 3,Best ac:0.000928 1.000000 fi:0.099967. Ave ac:0.005501,0.008958
Initialization: 6.108000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.689000
Kernel 1: 0.024000
Kernel 2: 103.782997
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001160 1.000000 fi:0.099875. Ave ac:0.005217,0.010033
Initialization: 6.204000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.679000
Kernel 1: 0.023000
Kernel 2: 101.917000
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001392 1.000000 fi:0.099783. Ave ac:0.005382,0.010701
Initialization: 6.130000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.746000
Kernel 1: 0.025000
Kernel 2: 100.254997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.002553 1.000000 fi:0.099325. Ave ac:0.004619,0.008451
Initialization: 6.097000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.706000
Kernel 1: 0.023000
Kernel 2: 95.507004
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.000928 1.000000 fi:0.099967. Ave ac:0.003440,0.007475
Initialization: 6.199000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.671000
Kernel 1: 0.024000
Kernel 2: 94.536003
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.001624 1.000000 fi:0.099692. Ave ac:0.003533,0.005977
Initialization: 6.121000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.687000
Kernel 1: 0.024000
Kernel 2: 97.346001
Copyback: 0.016000
Sum: 0.029000
It 9,Best ac:0.002553 1.000000 fi:0.099325. Ave ac:0.004244,0.012530
Iteration 10:MDL fitness activated
Error 0.099325 TL 0.028393
MDL Theory Length Weight: 1.1660676166 (4)
Initialization: 6.120000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.667000
Kernel 1: 0.024000
Kernel 2: 95.045998
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.000928 1.000000 fi:0.127521. Ave ac:0.002794,0.007418
Initialization: 6.089000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.691000
Kernel 1: 0.025000
Kernel 2: 94.253998
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001160 1.000000 fi:0.128395. Ave ac:0.002455,0.005500
Initialization: 6.079000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.666000
Kernel 1: 0.024000
Kernel 2: 92.972000
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.001392 1.000000 fi:0.135285. Ave ac:0.002273,0.007816
Initialization: 6.142000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.691000
Kernel 1: 0.023000
Kernel 2: 92.300003
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.000928 1.000000 fi:0.140890. Ave ac:0.003405,0.009005
Initialization: 6.127000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.676000
Kernel 1: 0.023000
Kernel 2: 88.653000
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001856 1.000000 fi:0.126619. Ave ac:0.004460,0.011680
Initialization: 6.065000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.699000
Kernel 1: 0.025000
Kernel 2: 88.806000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001625 1.000000 fi:0.123980. Ave ac:0.002335,0.005066
Initialization: 6.100000
Memcpy Classifiers: 0.345000
Memcpy Instances: 8.688000
Kernel 1: 0.024000
Kernel 2: 88.140999
Copyback: 0.016000
Sum: 0.034000
It 16,Best ac:0.001392 1.000000 fi:0.125629. Ave ac:0.002622,0.005050
Initialization: 6.156000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.670000
Kernel 1: 0.025000
Kernel 2: 87.566002
Copyback: 0.016000
Sum: 0.031000
It 17,Best ac:0.001857 1.000000 fi:0.116952. Ave ac:0.002608,0.008168
Initialization: 6.111000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.714000
Kernel 1: 0.023000
Kernel 2: 87.074997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000928 1.000000 fi:0.121662. Ave ac:0.003800,0.006499
Initialization: 6.105000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.714000
Kernel 1: 0.022000
Kernel 2: 84.566002
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000928 1.000000 fi:0.117860. Ave ac:0.002976,0.010455
Initialization: 6.124000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.889000
Kernel 1: 0.024000
Kernel 2: 85.161003
Copyback: 0.016000
Sum: 0.030000
It 20,Best ac:0.001160 1.000000 fi:0.123140. Ave ac:0.002858,0.003932
Initialization: 6.087000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.683000
Kernel 1: 0.024000
Kernel 2: 79.983002
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000928 1.000000 fi:0.117319. Ave ac:0.002079,0.004414
Initialization: 6.780000
Memcpy Classifiers: 0.603000
Memcpy Instances: 9.855000
Kernel 1: 0.025000
Kernel 2: 79.133003
Copyback: 0.018000
Sum: 0.041000
It 22,Best ac:0.001160 1.000000 fi:0.114074. Ave ac:0.002193,0.006216
Initialization: 6.150000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.729000
Kernel 1: 0.024000
Kernel 2: 77.072998
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001392 1.000000 fi:0.118180. Ave ac:0.002006,0.009470
Initialization: 6.147000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.691000
Kernel 1: 0.023000
Kernel 2: 78.385002
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.000928 1.000000 fi:0.119027. Ave ac:0.002318,0.004354
Initialization: 6.106000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.689000
Kernel 1: 0.024000
Kernel 2: 79.074997
Copyback: 0.018000
Sum: 0.039000
It 25,Best ac:0.001625 1.000000 fi:0.116274. Ave ac:0.002451,0.005475
Initialization: 6.138000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.691000
Kernel 1: 0.024000
Kernel 2: 78.376999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000928 1.000000 fi:0.119027. Ave ac:0.001727,0.003542
Initialization: 6.086000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.676000
Kernel 1: 0.025000
Kernel 2: 78.585999
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.001624 1.000000 fi:0.116966. Ave ac:0.002072,0.005469
Initialization: 6.235000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.731000
Kernel 1: 0.032000
Kernel 2: 78.276001
Copyback: 0.018000
Sum: 0.037000
It 28,Best ac:0.000928 1.000000 fi:0.118436. Ave ac:0.001951,0.002687
Initialization: 6.199000
Memcpy Classifiers: 0.340000
Memcpy Instances: 12.612000
Kernel 1: 0.023000
Kernel 2: 76.588997
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.001625 1.000000 fi:0.121756. Ave ac:0.002344,0.007298
Initialization: 7.691000
Memcpy Classifiers: 0.454000
Memcpy Instances: 10.630000
Kernel 1: 0.033000
Kernel 2: 75.347000
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000928 1.000000 fi:0.118139. Ave ac:0.003171,0.009435
Initialization: 8.002000
Memcpy Classifiers: 0.593000
Memcpy Instances: 10.648000
Kernel 1: 0.026000
Kernel 2: 75.324997
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.000928 1.000000 fi:0.114166. Ave ac:0.002891,0.009067
MDL Theory Length Weight: 1.0494608550 (10)
Initialization: 8.017000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.207000
Kernel 1: 0.032000
Kernel 2: 76.276001
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.000928 1.000000 fi:0.112251. Ave ac:0.003045,0.008871
Initialization: 7.904000
Memcpy Classifiers: 0.593000
Memcpy Instances: 10.493000
Kernel 1: 0.032000
Kernel 2: 77.208000
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.000928 1.000000 fi:0.116717. Ave ac:0.001709,0.003485
Initialization: 28.171000
Memcpy Instances: 524.328003
Memcpy Classifiers: 0.067000
Kernel 1: 0.025000
Kernel 2: 475.097992
Copyback: 0.016000
Sum: 0.019000
Memcpy Classifiers: 0.092000
Kernel 1: 0.022000
Kernel 2: 475.834991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 467.208008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 469.694000
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 467.649994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 443.274994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.018000
Kernel 2: 467.312988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.022000
Kernel 2: 472.450012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 462.583008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 484.265991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.019000
Kernel 2: 457.117004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.020000
Kernel 2: 452.036987
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000933 0.738971 fi:0.387522. Ave ac:0.002713,0.011913
Best acc 0.000933 0.738971
Initialization: 6.177000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.690000
Kernel 1: 0.027000
Kernel 2: 104.418999
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.006327 accuracy2:0.260498
Initialization: 5.994000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.677000
Kernel 1: 0.024000
Kernel 2: 103.820999
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.001392 0.857143 fi:0.242641. Ave ac:0.006791,0.013663
Initialization: 6.145000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.673000
Kernel 1: 0.024000
Kernel 2: 106.217003
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.000928 1.000000 fi:0.099967. Ave ac:0.007398,0.013444
Initialization: 6.165000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.680000
Kernel 1: 0.025000
Kernel 2: 103.584999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.002088 0.900000 fi:0.199508. Ave ac:0.006434,0.011058
Initialization: 6.179000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.677000
Kernel 1: 0.025000
Kernel 2: 101.359001
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.002553 0.846154 fi:0.253171. Ave ac:0.004916,0.009019
Initialization: 6.169000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.483000
Kernel 1: 0.023000
Kernel 2: 103.230003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001160 1.000000 fi:0.099875. Ave ac:0.004431,0.007807
Initialization: 8.727000
Memcpy Classifiers: 0.678000
Memcpy Instances: 10.987000
Kernel 1: 0.024000
Kernel 2: 100.442001
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.000928 1.000000 fi:0.099967. Ave ac:0.003271,0.005563
Initialization: 6.072000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.748000
Kernel 1: 0.024000
Kernel 2: 103.569000
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001624 1.000000 fi:0.099692. Ave ac:0.003381,0.005861
Initialization: 6.112000
Memcpy Classifiers: 0.472000
Memcpy Instances: 11.782000
Kernel 1: 0.023000
Kernel 2: 105.134003
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.003017 1.000000 fi:0.099141. Ave ac:0.003922,0.007159
Initialization: 8.654000
Memcpy Classifiers: 0.774000
Memcpy Instances: 11.326000
Kernel 1: 0.024000
Kernel 2: 102.158997
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.000928 1.000000 fi:0.099967. Ave ac:0.003354,0.004634
Initialization: 6.089000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.704000
Kernel 1: 0.024000
Kernel 2: 104.612000
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.002553 1.000000 fi:0.099325. Ave ac:0.003195,0.004002
Iteration 10:MDL fitness activated
Error 0.099325 TL 0.034296
MDL Theory Length Weight: 0.9653561991 (3)
Initialization: 6.099000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.685000
Kernel 1: 0.025000
Kernel 2: 100.610001
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001160 1.000000 fi:0.134844. Ave ac:0.002467,0.003120
Initialization: 6.085000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.693000
Kernel 1: 0.024000
Kernel 2: 99.740997
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.000928 1.000000 fi:0.128510. Ave ac:0.002884,0.003800
Initialization: 5.989000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.687000
Kernel 1: 0.024000
Kernel 2: 102.348999
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001625 1.000000 fi:0.134693. Ave ac:0.002709,0.003758
Initialization: 6.102000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.690000
Kernel 1: 0.024000
Kernel 2: 101.239998
Copyback: 0.371000
Sum: 0.039000
It 13,Best ac:0.001392 1.000000 fi:0.129498. Ave ac:0.002476,0.003812
Initialization: 6.818000
Memcpy Classifiers: 0.468000
Memcpy Instances: 13.378000
Kernel 1: 0.025000
Kernel 2: 99.678001
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.000928 1.000000 fi:0.131159. Ave ac:0.001829,0.003151
Initialization: 9.070000
Memcpy Classifiers: 0.673000
Memcpy Instances: 10.977000
Kernel 1: 0.024000
Kernel 2: 100.108002
Copyback: 0.018000
Sum: 0.039000
It 15,Best ac:0.001392 1.000000 fi:0.133089. Ave ac:0.002755,0.003592
Initialization: 7.437000
Memcpy Classifiers: 0.598000
Memcpy Instances: 10.624000
Kernel 1: 0.024000
Kernel 2: 104.042999
Copyback: 0.018000
Sum: 0.034000
It 16,Best ac:0.001392 1.000000 fi:0.129761. Ave ac:0.002187,0.002870
Initialization: 8.643000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.681000
Kernel 1: 0.024000
Kernel 2: 102.209000
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.001625 1.000000 fi:0.132901. Ave ac:0.002340,0.003507
Initialization: 6.889000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.540000
Kernel 1: 0.025000
Kernel 2: 101.682999
Copyback: 0.018000
Sum: 0.047000
It 18,Best ac:0.000928 1.000000 fi:0.125870. Ave ac:0.002426,0.003366
Initialization: 6.392000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.706000
Kernel 1: 0.024000
Kernel 2: 100.189003
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.002088 1.000000 fi:0.130322. Ave ac:0.002838,0.004191
Initialization: 6.206000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.668000
Kernel 1: 0.024000
Kernel 2: 101.388000
Copyback: 0.018000
Sum: 0.027000
It 20,Best ac:0.001857 1.000000 fi:0.127867. Ave ac:0.002653,0.003376
Initialization: 8.284000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.650000
Kernel 1: 0.023000
Kernel 2: 101.959000
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.000928 1.000000 fi:0.126248. Ave ac:0.002310,0.003108
Initialization: 8.610000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.666000
Kernel 1: 0.024000
Kernel 2: 102.009003
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.002089 1.000000 fi:0.127062. Ave ac:0.002123,0.003733
Initialization: 6.445000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.888000
Kernel 1: 0.032000
Kernel 2: 100.512001
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.001392 1.000000 fi:0.128660. Ave ac:0.002573,0.003463
Initialization: 7.907000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.490000
Kernel 1: 0.023000
Kernel 2: 99.018997
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.002088 1.000000 fi:0.126677. Ave ac:0.002238,0.003266
Initialization: 6.153000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.683000
Kernel 1: 0.024000
Kernel 2: 99.500000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000928 1.000000 fi:0.128100. Ave ac:0.001786,0.001914
Initialization: 6.231000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.673000
Kernel 1: 0.024000
Kernel 2: 100.955002
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001160 1.000000 fi:0.126879. Ave ac:0.002035,0.002235
Initialization: 6.086000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.774000
Kernel 1: 0.022000
Kernel 2: 96.661003
Copyback: 0.018000
Sum: 0.030000
It 27,Best ac:0.001392 1.000000 fi:0.125057. Ave ac:0.001959,0.002526
Initialization: 6.152000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.719000
Kernel 1: 0.024000
Kernel 2: 96.214996
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.001392 1.000000 fi:0.129498. Ave ac:0.002268,0.002792
Initialization: 6.147000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.699000
Kernel 1: 0.024000
Kernel 2: 94.620003
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.001857 1.000000 fi:0.124902. Ave ac:0.002167,0.002787
Initialization: 6.152000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.696000
Kernel 1: 0.023000
Kernel 2: 97.297997
Copyback: 0.018000
Sum: 0.037000
It 30,Best ac:0.000928 1.000000 fi:0.123912. Ave ac:0.002758,0.002883
Initialization: 6.113000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.684000
Kernel 1: 0.024000
Kernel 2: 94.358002
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001392 1.000000 fi:0.128304. Ave ac:0.001761,0.002316
Initialization: 6.155000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.709000
Kernel 1: 0.024000
Kernel 2: 94.260002
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.000928 1.000000 fi:0.123980. Ave ac:0.002378,0.002844
Initialization: 6.098000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.910000
Kernel 1: 0.023000
Kernel 2: 94.636002
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000928 1.000000 fi:0.124314. Ave ac:0.001995,0.002321
Initialization: 24.207001
Memcpy Instances: 428.359985
Memcpy Classifiers: 0.071000
Kernel 1: 0.025000
Kernel 2: 552.421997
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 561.767029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 545.786011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.021000
Kernel 2: 562.601990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 551.671021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 555.632996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 549.380981
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 559.856995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 548.327026
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 531.708008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 547.044006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 516.333984
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001286 0.754768 fi:0.373190. Ave ac:0.002360,0.007928
Best acc 0.001286 0.754768
Rule:Att PSSM_-3_9 is [<5.399913]|Att PSSM_-2_13 is [<5.581184]|Att PSSM_-1_7 is [-4.351465,-2.434880]|Att PSSM_0_5 is [-0.325153,10.143553]|Att PSSM_0_12 is [<-2.866276]|Att PSSM_1_1 is [-3.724960,5.724960]|Att PSSM_1_5 is [-2.230747,4.798256]|Att PSSM_1_15 is [<0.406139]|Att PSSM_1_19 is [-2.301100,4.443305]|Att PSSM_3_2 is [<-0.164115]|1
Accuracy : 0.753501
0	1	
160671	3409	
54429	16129	
Removed 367 instances. 215100 Instances left. Acc of rule 0.001286-0.754768
Initialization: 6.140000
Memcpy Classifiers: 0.557000
Memcpy Instances: 8.677000
Kernel 1: 0.026000
Kernel 2: 104.504997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005211 accuracy2:0.247681
Initialization: 6.149000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.659000
Kernel 1: 0.025000
Kernel 2: 106.299004
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.001394 0.857143 fi:0.242638. Ave ac:0.007104,0.012637
Initialization: 6.131000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.666000
Kernel 1: 0.023000
Kernel 2: 102.078003
Copyback: 0.016000
Sum: 0.032000
It 1,Best ac:0.001162 1.000000 fi:0.099873. Ave ac:0.006129,0.011123
Initialization: 6.145000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.667000
Kernel 1: 0.024000
Kernel 2: 100.120003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001395 1.000000 fi:0.099780. Ave ac:0.006067,0.011166
Initialization: 6.186000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.700000
Kernel 1: 0.024000
Kernel 2: 99.753998
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001163 1.000000 fi:0.099873. Ave ac:0.005325,0.010269
Initialization: 6.144000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.662000
Kernel 1: 0.023000
Kernel 2: 101.130997
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001628 1.000000 fi:0.099688. Ave ac:0.005077,0.007948
Initialization: 6.144000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.703000
Kernel 1: 0.023000
Kernel 2: 101.222000
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000930 1.000000 fi:0.099965. Ave ac:0.003877,0.005794
Initialization: 6.135000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.667000
Kernel 1: 0.024000
Kernel 2: 99.473000
Copyback: 0.016000
Sum: 0.032000
It 6,Best ac:0.001162 1.000000 fi:0.099873. Ave ac:0.004236,0.006617
Initialization: 6.135000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.661000
Kernel 1: 0.024000
Kernel 2: 99.056000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001163 1.000000 fi:0.099873. Ave ac:0.003748,0.005168
Initialization: 6.169000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.657000
Kernel 1: 0.023000
Kernel 2: 98.681999
Copyback: 0.016000
Sum: 0.033000
It 8,Best ac:0.003022 1.000000 fi:0.099135. Ave ac:0.003913,0.007168
Initialization: 6.148000
Memcpy Classifiers: 0.485000
Memcpy Instances: 8.647000
Kernel 1: 0.025000
Kernel 2: 98.973999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001395 1.000000 fi:0.099780. Ave ac:0.002926,0.005527
Iteration 10:MDL fitness activated
Error 0.099780 TL 0.040060
MDL Theory Length Weight: 0.8302618719 (2)
Initialization: 6.156000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.674000
Kernel 1: 0.024000
Kernel 2: 99.705002
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.001162 1.000000 fi:0.127948. Ave ac:0.003114,0.003565
Initialization: 6.123000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.663000
Kernel 1: 0.024000
Kernel 2: 99.269997
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001860 1.000000 fi:0.125241. Ave ac:0.002603,0.003753
Initialization: 6.660000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.667000
Kernel 1: 0.024000
Kernel 2: 97.181000
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001162 1.000000 fi:0.127393. Ave ac:0.003172,0.004791
Initialization: 6.145000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.680000
Kernel 1: 0.024000
Kernel 2: 98.230003
Copyback: 0.370000
Sum: 0.029000
It 13,Best ac:0.000930 1.000000 fi:0.125548. Ave ac:0.002494,0.005880
Initialization: 6.162000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.666000
Kernel 1: 0.025000
Kernel 2: 97.064003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001162 1.000000 fi:0.124935. Ave ac:0.002794,0.004642
Initialization: 6.161000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.671000
Kernel 1: 0.024000
Kernel 2: 95.728996
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.001860 1.000000 fi:0.130855. Ave ac:0.003535,0.008113
Initialization: 6.132000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.669000
Kernel 1: 0.024000
Kernel 2: 98.987000
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001395 1.000000 fi:0.123566. Ave ac:0.002240,0.004243
Initialization: 6.144000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.674000
Kernel 1: 0.024000
Kernel 2: 96.041000
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.001162 1.000000 fi:0.122427. Ave ac:0.003602,0.006467
Initialization: 6.133000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.679000
Kernel 1: 0.024000
Kernel 2: 98.115997
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001859 1.000000 fi:0.118135. Ave ac:0.002784,0.004331
Initialization: 6.135000
Memcpy Classifiers: 0.460000
Memcpy Instances: 8.655000
Kernel 1: 0.025000
Kernel 2: 94.135002
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001627 1.000000 fi:0.122302. Ave ac:0.002325,0.003319
Initialization: 6.151000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.667000
Kernel 1: 0.024000
Kernel 2: 94.056999
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000930 1.000000 fi:0.122427. Ave ac:0.002403,0.004735
Initialization: 6.118000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.666000
Kernel 1: 0.024000
Kernel 2: 101.223999
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001394 1.000000 fi:0.129904. Ave ac:0.002851,0.004456
Initialization: 6.153000
Memcpy Classifiers: 0.458000
Memcpy Instances: 8.656000
Kernel 1: 0.024000
Kernel 2: 99.472000
Copyback: 0.016000
Sum: 0.028000
It 22,Best ac:0.000930 1.000000 fi:0.118361. Ave ac:0.002947,0.004426
Initialization: 6.155000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.669000
Kernel 1: 0.024000
Kernel 2: 99.445999
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.000930 1.000000 fi:0.119046. Ave ac:0.002958,0.006587
Initialization: 6.140000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.661000
Kernel 1: 0.025000
Kernel 2: 100.867996
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.000930 1.000000 fi:0.127143. Ave ac:0.003179,0.004665
Initialization: 6.163000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.653000
Kernel 1: 0.024000
Kernel 2: 99.404999
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001162 1.000000 fi:0.125735. Ave ac:0.003260,0.009430
Initialization: 6.119000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.673000
Kernel 1: 0.025000
Kernel 2: 97.972000
Copyback: 0.016000
Sum: 0.030000
It 26,Best ac:0.001162 1.000000 fi:0.118412. Ave ac:0.002482,0.004373
Initialization: 6.137000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.676000
Kernel 1: 0.023000
Kernel 2: 101.619003
Copyback: 0.018000
Sum: 0.040000
It 27,Best ac:0.001395 1.000000 fi:0.120855. Ave ac:0.001550,0.002170
MDL Theory Length Weight: 0.7472356847 (10)
Initialization: 6.163000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.671000
Kernel 1: 0.023000
Kernel 2: 98.736000
Copyback: 0.018000
Sum: 0.031000
It 28,Best ac:0.001162 1.000000 fi:0.123856. Ave ac:0.002413,0.003755
Initialization: 6.134000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.676000
Kernel 1: 0.024000
Kernel 2: 101.891998
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001627 1.000000 fi:0.120061. Ave ac:0.002369,0.003403
Initialization: 6.149000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.648000
Kernel 1: 0.024000
Kernel 2: 100.813004
Copyback: 0.016000
Sum: 0.036000
It 30,Best ac:0.001163 1.000000 fi:0.123183. Ave ac:0.001892,0.003311
Initialization: 6.211000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.656000
Kernel 1: 0.024000
Kernel 2: 99.482002
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001395 1.000000 fi:0.120051. Ave ac:0.002323,0.003144
Initialization: 6.150000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.658000
Kernel 1: 0.024000
Kernel 2: 94.787003
Copyback: 0.017000
Sum: 0.041000
It 32,Best ac:0.000930 1.000000 fi:0.119089. Ave ac:0.003212,0.004803
Initialization: 6.141000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.665000
Kernel 1: 0.024000
Kernel 2: 96.745003
Copyback: 0.016000
Sum: 0.031000
It 33,Best ac:0.001860 1.000000 fi:0.119106. Ave ac:0.002535,0.003196
Initialization: 24.037001
Memcpy Instances: 418.221008
Memcpy Classifiers: 0.075000
Kernel 1: 0.026000
Kernel 2: 527.596985
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 530.211975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.011000
Kernel 2: 535.708008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 532.791992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 525.151001
Copyback: 0.013000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.011000
Kernel 2: 514.445984
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.011000
Kernel 2: 530.099976
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 523.513977
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 518.981018
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 537.317017
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 534.197021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 514.728027
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.001013 0.731544 fi:0.388659. Ave ac:0.002325,0.008325
Best acc 0.001013 0.731544
Initialization: 6.160000
Memcpy Classifiers: 0.595000
Memcpy Instances: 8.682000
Kernel 1: 0.025000
Kernel 2: 104.739998
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.004814 accuracy2:0.252610
Initialization: 8.314000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.273000
Kernel 1: 0.032000
Kernel 2: 106.001999
Copyback: 0.018000
Sum: 0.035000
It 0,Best ac:0.000698 1.000000 fi:0.253753. Ave ac:0.005467,0.008561
Initialization: 6.138000
Memcpy Classifiers: 0.487000
Memcpy Instances: 13.186000
Kernel 1: 0.025000
Kernel 2: 102.359001
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.000697 1.000000 fi:0.254438. Ave ac:0.004775,0.007542
Initialization: 8.746000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.655000
Kernel 1: 0.025000
Kernel 2: 98.428001
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.001395 1.000000 fi:0.099781. Ave ac:0.004086,0.006727
Initialization: 6.168000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.659000
Kernel 1: 0.024000
Kernel 2: 97.190002
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.001395 0.857143 fi:0.242638. Ave ac:0.004034,0.007260
Initialization: 6.072000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.663000
Kernel 1: 0.024000
Kernel 2: 97.630997
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001627 0.875000 fi:0.224689. Ave ac:0.004275,0.007256
Initialization: 6.154000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.656000
Kernel 1: 0.024000
Kernel 2: 98.249001
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001394 1.000000 fi:0.099781. Ave ac:0.003664,0.005485
Initialization: 6.128000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.671000
Kernel 1: 0.024000
Kernel 2: 96.179001
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001395 1.000000 fi:0.099780. Ave ac:0.003089,0.004668
Initialization: 6.096000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.668000
Kernel 1: 0.025000
Kernel 2: 94.853996
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001162 1.000000 fi:0.099873. Ave ac:0.003356,0.005032
Initialization: 6.152000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.686000
Kernel 1: 0.023000
Kernel 2: 96.962997
Copyback: 0.016000
Sum: 0.030000
It 8,Best ac:0.001860 1.000000 fi:0.099597. Ave ac:0.002846,0.003860
Initialization: 6.118000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.668000
Kernel 1: 0.024000
Kernel 2: 95.550003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001162 1.000000 fi:0.099873. Ave ac:0.002357,0.003713
Iteration 10:MDL fitness activated
Error 0.099873 TL 0.032696
MDL Theory Length Weight: 1.0181876240 (2)
Initialization: 6.153000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.673000
Kernel 1: 0.025000
Kernel 2: 95.905998
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001627 1.000000 fi:0.133618. Ave ac:0.002510,0.004497
Initialization: 6.129000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.672000
Kernel 1: 0.023000
Kernel 2: 92.968002
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.000930 1.000000 fi:0.133145. Ave ac:0.002424,0.003808
Initialization: 6.151000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.650000
Kernel 1: 0.024000
Kernel 2: 94.834000
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.002093 1.000000 fi:0.128230. Ave ac:0.002784,0.003907
Initialization: 6.132000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.662000
Kernel 1: 0.024000
Kernel 2: 99.148003
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.001860 1.000000 fi:0.139037. Ave ac:0.002369,0.002561
Initialization: 6.240000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.663000
Kernel 1: 0.025000
Kernel 2: 96.311996
Copyback: 0.018000
Sum: 0.040000
It 14,Best ac:0.001162 1.000000 fi:0.130564. Ave ac:0.002766,0.004846
Initialization: 7.005000
Memcpy Classifiers: 0.421000
Memcpy Instances: 10.692000
Kernel 1: 0.024000
Kernel 2: 94.583000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000930 1.000000 fi:0.138487. Ave ac:0.002090,0.002897
Initialization: 6.131000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.671000
Kernel 1: 0.024000
Kernel 2: 93.541000
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.000930 1.000000 fi:0.133685. Ave ac:0.002440,0.003805
Initialization: 6.196000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.666000
Kernel 1: 0.028000
Kernel 2: 91.888000
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.002092 1.000000 fi:0.128147. Ave ac:0.002660,0.003149
Initialization: 6.901000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.937000
Kernel 1: 0.023000
Kernel 2: 92.665001
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.001162 1.000000 fi:0.130564. Ave ac:0.002218,0.002827
Initialization: 6.193000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.762000
Kernel 1: 0.023000
Kernel 2: 93.611000
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001162 1.000000 fi:0.129809. Ave ac:0.002307,0.003333
Initialization: 7.637000
Memcpy Classifiers: 0.712000
Memcpy Instances: 13.019000
Kernel 1: 0.024000
Kernel 2: 93.713997
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001162 1.000000 fi:0.129259. Ave ac:0.002370,0.003701
Initialization: 6.114000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.456000
Kernel 1: 0.033000
Kernel 2: 96.538002
Copyback: 0.371000
Sum: 0.030000
It 21,Best ac:0.001860 1.000000 fi:0.132850. Ave ac:0.002801,0.003600
Initialization: 6.186000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.858000
Kernel 1: 0.023000
Kernel 2: 97.164001
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000930 1.000000 fi:0.138042. Ave ac:0.002252,0.002481
Initialization: 8.392000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.253000
Kernel 1: 0.023000
Kernel 2: 95.831001
Copyback: 0.018000
Sum: 0.040000
It 23,Best ac:0.001628 1.000000 fi:0.127102. Ave ac:0.002562,0.003379
Initialization: 6.180000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.272000
Kernel 1: 0.024000
Kernel 2: 90.328003
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.002789 1.000000 fi:0.132482. Ave ac:0.002398,0.003180
Initialization: 6.147000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.665000
Kernel 1: 0.025000
Kernel 2: 91.290001
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.002789 1.000000 fi:0.126596. Ave ac:0.002368,0.004220
Initialization: 7.528000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.675000
Kernel 1: 0.024000
Kernel 2: 88.869003
Copyback: 0.018000
Sum: 0.042000
It 26,Best ac:0.000930 1.000000 fi:0.125206. Ave ac:0.002512,0.003305
Initialization: 6.121000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.310000
Kernel 1: 0.024000
Kernel 2: 91.693001
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001860 1.000000 fi:0.121562. Ave ac:0.002389,0.003484
Initialization: 6.161000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.779000
Kernel 1: 0.033000
Kernel 2: 91.625999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.002325 1.000000 fi:0.121384. Ave ac:0.002629,0.004007
Initialization: 6.119000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.692000
Kernel 1: 0.024000
Kernel 2: 89.848999
Copyback: 0.018000
Sum: 0.037000
It 29,Best ac:0.001395 1.000000 fi:0.122993. Ave ac:0.003023,0.003890
Initialization: 6.167000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.995000
Kernel 1: 0.023000
Kernel 2: 89.002998
Copyback: 0.018000
Sum: 0.042000
It 30,Best ac:0.001395 1.000000 fi:0.129465. Ave ac:0.002984,0.005150
Initialization: 6.183000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.663000
Kernel 1: 0.025000
Kernel 2: 90.915001
Copyback: 0.017000
Sum: 0.040000
It 31,Best ac:0.001628 1.000000 fi:0.122022. Ave ac:0.002891,0.004650
Initialization: 6.228000
Memcpy Classifiers: 0.745000
Memcpy Instances: 13.143000
Kernel 1: 0.025000
Kernel 2: 96.329002
Copyback: 0.018000
Sum: 0.039000
It 32,Best ac:0.000930 1.000000 fi:0.128895. Ave ac:0.002255,0.005077
Initialization: 8.131000
Memcpy Classifiers: 0.711000
Memcpy Instances: 12.782000
Kernel 1: 0.024000
Kernel 2: 91.864998
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001162 1.000000 fi:0.121798. Ave ac:0.002995,0.005151
Initialization: 25.801001
Memcpy Instances: 455.296997
Memcpy Classifiers: 0.074000
Kernel 1: 0.027000
Kernel 2: 502.851990
Copyback: 0.017000
Sum: 0.016000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 506.423004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 516.963989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 509.444000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 512.952026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 503.826996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 525.306030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 515.583008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.023000
Kernel 2: 513.046997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 503.266998
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 519.414978
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.022000
Kernel 2: 488.703003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001097 0.717325 fi:0.411299. Ave ac:0.003048,0.011119
Best acc 0.001097 0.717325
Rule:Att PSSM_-4_14 is [-4.061828,4.061828]|Att PSSM_-2_12 is [-5.710325,3.710325]|Att PSSM_-1_7 is [-6.472698,-1.527302]|Att PSSM_0_11 is [>-0.261072]|Att PSSM_0_12 is [<-3.656695]|Att PSSM_0_17 is [<3.876811]|Att PSSM_1_12 is [-6.556769,-2.294227]|Att PSSM_1_14 is [-2.896916,6.970585]|Att PSSM_2_11 is [-1.206998,4.334092]|Att PSSM_2_15 is [<7.599288]|Att PSSM_3_1 is [>-5.941298]|1
Accuracy : 0.754089
0	1	
160591	3489	
54211	16347	
Removed 298 instances. 214802 Instances left. Acc of rule 0.001013-0.731544
Initialization: 6.153000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.663000
Kernel 1: 0.025000
Kernel 2: 104.473999
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.006117 accuracy2:0.249127
Initialization: 6.191000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.642000
Kernel 1: 0.023000
Kernel 2: 104.644997
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.000931 1.000000 fi:0.099963. Ave ac:0.006510,0.010585
Initialization: 6.219000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.651000
Kernel 1: 0.024000
Kernel 2: 101.210999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.002328 1.000000 fi:0.099408. Ave ac:0.005509,0.008953
Initialization: 6.134000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.669000
Kernel 1: 0.024000
Kernel 2: 98.948997
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.001629 0.875000 fi:0.224686. Ave ac:0.005835,0.010026
Initialization: 6.147000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.798000
Kernel 1: 0.023000
Kernel 2: 97.630997
Copyback: 0.018000
Sum: 0.034000
It 3,Best ac:0.000931 0.800000 fi:0.299964. Ave ac:0.004587,0.006683
Initialization: 7.113000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.580000
Kernel 1: 0.024000
Kernel 2: 93.667999
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.000931 1.000000 fi:0.099963. Ave ac:0.004191,0.006526
Initialization: 6.154000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.657000
Kernel 1: 0.023000
Kernel 2: 91.999001
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.001630 1.000000 fi:0.099686. Ave ac:0.003738,0.006298
Initialization: 6.154000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.650000
Kernel 1: 0.025000
Kernel 2: 91.100998
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001397 1.000000 fi:0.099778. Ave ac:0.002983,0.004805
Initialization: 7.819000
Memcpy Classifiers: 0.540000
Memcpy Instances: 11.355000
Kernel 1: 0.024000
Kernel 2: 89.992996
Copyback: 0.016000
Sum: 0.031000
It 7,Best ac:0.001396 1.000000 fi:0.099779. Ave ac:0.003327,0.005775
Initialization: 6.169000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.666000
Kernel 1: 0.024000
Kernel 2: 90.495003
Copyback: 0.016000
Sum: 0.028000
It 8,Best ac:0.001397 1.000000 fi:0.099778. Ave ac:0.003377,0.005184
Initialization: 6.115000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.659000
Kernel 1: 0.023000
Kernel 2: 90.695000
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.000931 1.000000 fi:0.099963. Ave ac:0.003011,0.004685
Iteration 10:MDL fitness activated
Error 0.099963 TL 0.032108
MDL Theory Length Weight: 1.0377815514 (9)
Initialization: 6.138000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.649000
Kernel 1: 0.023000
Kernel 2: 90.403999
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001164 1.000000 fi:0.133870. Ave ac:0.003155,0.005265
Initialization: 6.180000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.645000
Kernel 1: 0.024000
Kernel 2: 92.257004
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.001164 1.000000 fi:0.121558. Ave ac:0.003569,0.006047
Initialization: 7.328000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.630000
Kernel 1: 0.024000
Kernel 2: 89.511002
Copyback: 0.018000
Sum: 0.030000
It 12,Best ac:0.001164 1.000000 fi:0.133192. Ave ac:0.002817,0.004762
Initialization: 6.663000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.646000
Kernel 1: 0.023000
Kernel 2: 90.563004
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001164 1.000000 fi:0.134381. Ave ac:0.003027,0.004193
Initialization: 6.152000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.643000
Kernel 1: 0.025000
Kernel 2: 86.970001
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001862 1.000000 fi:0.131174. Ave ac:0.002303,0.004112
Initialization: 6.104000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.704000
Kernel 1: 0.024000
Kernel 2: 87.288002
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.000931 1.000000 fi:0.132263. Ave ac:0.002665,0.003478
Initialization: 7.477000
Memcpy Classifiers: 0.602000
Memcpy Instances: 10.947000
Kernel 1: 0.023000
Kernel 2: 85.896004
Copyback: 0.018000
Sum: 0.040000
It 16,Best ac:0.000931 1.000000 fi:0.133765. Ave ac:0.001767,0.002148
Initialization: 6.618000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.649000
Kernel 1: 0.025000
Kernel 2: 88.089996
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000931 1.000000 fi:0.130360. Ave ac:0.001975,0.002619
Initialization: 6.148000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.646000
Kernel 1: 0.024000
Kernel 2: 87.829002
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.001397 1.000000 fi:0.129551. Ave ac:0.002225,0.002980
Initialization: 6.184000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.657000
Kernel 1: 0.023000
Kernel 2: 87.375999
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001397 1.000000 fi:0.136597. Ave ac:0.002195,0.003019
Initialization: 8.335000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.649000
Kernel 1: 0.025000
Kernel 2: 86.406998
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001397 1.000000 fi:0.123650. Ave ac:0.001705,0.002467
MDL Theory Length Weight: 0.9340033962 (10)
Initialization: 6.180000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.664000
Kernel 1: 0.023000
Kernel 2: 89.917000
Copyback: 0.016000
Sum: 0.034000
It 21,Best ac:0.001164 1.000000 fi:0.130479. Ave ac:0.003219,0.005951
Initialization: 8.699000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.666000
Kernel 1: 0.024000
Kernel 2: 90.550003
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000931 1.000000 fi:0.121826. Ave ac:0.002383,0.003252
Initialization: 6.158000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.657000
Kernel 1: 0.024000
Kernel 2: 90.416000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001397 1.000000 fi:0.127963. Ave ac:0.002245,0.003009
Initialization: 7.894000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.669000
Kernel 1: 0.024000
Kernel 2: 95.489998
Copyback: 0.016000
Sum: 0.026000
It 24,Best ac:0.001629 1.000000 fi:0.127507. Ave ac:0.002791,0.003845
Initialization: 6.213000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.944000
Kernel 1: 0.033000
Kernel 2: 94.611000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001397 1.000000 fi:0.124328. Ave ac:0.002224,0.002845
Initialization: 7.039000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.664000
Kernel 1: 0.023000
Kernel 2: 91.917000
Copyback: 0.019000
Sum: 0.038000
It 26,Best ac:0.001396 1.000000 fi:0.124329. Ave ac:0.002333,0.004956
Initialization: 6.125000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 85.470001
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.000931 1.000000 fi:0.121826. Ave ac:0.002171,0.004020
Initialization: 6.276000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.033000
Kernel 1: 0.024000
Kernel 2: 90.323997
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001629 1.000000 fi:0.121128. Ave ac:0.002508,0.003841
Initialization: 7.631000
Memcpy Classifiers: 0.541000
Memcpy Instances: 12.281000
Kernel 1: 0.027000
Kernel 2: 90.555000
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001164 1.000000 fi:0.121043. Ave ac:0.002193,0.006315
Initialization: 6.128000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.652000
Kernel 1: 0.025000
Kernel 2: 91.083000
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.000931 1.000000 fi:0.129461. Ave ac:0.002860,0.007032
Initialization: 6.120000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.648000
Kernel 1: 0.025000
Kernel 2: 87.921997
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001164 1.000000 fi:0.124236. Ave ac:0.002672,0.003809
Initialization: 6.156000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 87.075996
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.001164 1.000000 fi:0.127257. Ave ac:0.002279,0.003952
Initialization: 6.152000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.668000
Kernel 1: 0.023000
Kernel 2: 86.290001
Copyback: 0.016000
Sum: 0.030000
It 33,Best ac:0.000931 1.000000 fi:0.114643. Ave ac:0.002194,0.002858
Initialization: 26.341000
Memcpy Instances: 449.867004
Memcpy Classifiers: 0.072000
Kernel 1: 0.028000
Kernel 2: 500.425995
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.091000
Kernel 1: 0.017000
Kernel 2: 502.815002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 496.904999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 490.727997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 494.985992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 496.203003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 500.105011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 491.902008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 497.372009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 507.257996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 506.747986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 482.673004
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.000871 0.730469 fi:0.397703. Ave ac:0.002498,0.008672
Best acc 0.000871 0.730469
Initialization: 6.213000
Memcpy Classifiers: 0.595000
Memcpy Instances: 8.650000
Kernel 1: 0.026000
Kernel 2: 103.884003
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005993 accuracy2:0.240863
Initialization: 6.160000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.650000
Kernel 1: 0.023000
Kernel 2: 103.893997
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.001397 1.000000 fi:0.099778. Ave ac:0.006746,0.011236
Initialization: 6.105000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.646000
Kernel 1: 0.023000
Kernel 2: 104.393997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001630 0.875000 fi:0.224686. Ave ac:0.005868,0.008095
Initialization: 6.118000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.657000
Kernel 1: 0.024000
Kernel 2: 101.313004
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000698 1.000000 fi:0.250999. Ave ac:0.005021,0.006360
Initialization: 7.356000
Memcpy Classifiers: 0.668000
Memcpy Instances: 11.027000
Kernel 1: 0.031000
Kernel 2: 100.545998
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001164 1.000000 fi:0.099871. Ave ac:0.004748,0.007379
Initialization: 6.151000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.644000
Kernel 1: 0.024000
Kernel 2: 98.107002
Copyback: 0.017000
Sum: 0.040000
It 4,Best ac:0.001397 1.000000 fi:0.099778. Ave ac:0.003798,0.005496
Initialization: 6.127000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.648000
Kernel 1: 0.024000
Kernel 2: 95.921997
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001397 1.000000 fi:0.099778. Ave ac:0.002735,0.004113
Initialization: 6.153000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.656000
Kernel 1: 0.022000
Kernel 2: 96.690002
Copyback: 0.017000
Sum: 0.039000
It 6,Best ac:0.001629 1.000000 fi:0.099686. Ave ac:0.003291,0.004473
Initialization: 6.161000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.650000
Kernel 1: 0.024000
Kernel 2: 95.203003
Copyback: 0.018000
Sum: 0.040000
It 7,Best ac:0.000931 1.000000 fi:0.099963. Ave ac:0.003424,0.006307
Initialization: 6.105000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.664000
Kernel 1: 0.023000
Kernel 2: 95.297997
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.000931 1.000000 fi:0.099963. Ave ac:0.003677,0.007010
Initialization: 6.133000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.659000
Kernel 1: 0.025000
Kernel 2: 93.948997
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001629 1.000000 fi:0.099686. Ave ac:0.003057,0.004895
Iteration 10:MDL fitness activated
Error 0.099686 TL 0.037738
MDL Theory Length Weight: 0.8805091944 (4)
Initialization: 6.103000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.656000
Kernel 1: 0.024000
Kernel 2: 91.888000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.002095 1.000000 fi:0.121211. Ave ac:0.003355,0.006700
Initialization: 6.132000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.698000
Kernel 1: 0.023000
Kernel 2: 94.712997
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.001164 1.000000 fi:0.129580. Ave ac:0.003235,0.006047
Initialization: 6.128000
Memcpy Classifiers: 0.422000
Memcpy Instances: 8.670000
Kernel 1: 0.024000
Kernel 2: 90.888000
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001397 1.000000 fi:0.123120. Ave ac:0.003351,0.005934
Initialization: 6.144000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.647000
Kernel 1: 0.024000
Kernel 2: 91.913002
Copyback: 0.016000
Sum: 0.029000
It 13,Best ac:0.000931 1.000000 fi:0.133990. Ave ac:0.003640,0.005357
Initialization: 6.150000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.655000
Kernel 1: 0.024000
Kernel 2: 93.082001
Copyback: 0.016000
Sum: 0.031000
It 14,Best ac:0.000931 1.000000 fi:0.122829. Ave ac:0.003281,0.006038
Initialization: 6.249000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.965000
Kernel 1: 0.024000
Kernel 2: 91.306000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001164 1.000000 fi:0.124402. Ave ac:0.003565,0.005513
Initialization: 6.133000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.661000
Kernel 1: 0.024000
Kernel 2: 92.414001
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.002793 1.000000 fi:0.120717. Ave ac:0.004312,0.006200
Initialization: 6.135000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.650000
Kernel 1: 0.024000
Kernel 2: 89.824997
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001862 1.000000 fi:0.119652. Ave ac:0.003746,0.006801
Initialization: 6.148000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.647000
Kernel 1: 0.025000
Kernel 2: 84.717003
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001164 1.000000 fi:0.125246. Ave ac:0.003162,0.004960
Initialization: 6.143000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.703000
Kernel 1: 0.023000
Kernel 2: 87.518997
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001164 1.000000 fi:0.123532. Ave ac:0.003056,0.004828
Initialization: 6.207000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.682000
Kernel 1: 0.024000
Kernel 2: 87.245003
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001862 1.000000 fi:0.125053. Ave ac:0.002782,0.003932
Initialization: 6.118000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.648000
Kernel 1: 0.025000
Kernel 2: 85.337997
Copyback: 0.016000
Sum: 0.026000
It 21,Best ac:0.001862 1.000000 fi:0.123139. Ave ac:0.003068,0.004630
Initialization: 6.177000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.665000
Kernel 1: 0.023000
Kernel 2: 84.996002
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001397 1.000000 fi:0.124114. Ave ac:0.002380,0.004212
Initialization: 6.140000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.650000
Kernel 1: 0.024000
Kernel 2: 87.456001
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001164 1.000000 fi:0.119600. Ave ac:0.003036,0.005454
Initialization: 6.158000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.650000
Kernel 1: 0.024000
Kernel 2: 86.144997
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.001164 1.000000 fi:0.121406. Ave ac:0.003985,0.008573
Initialization: 6.171000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.663000
Kernel 1: 0.024000
Kernel 2: 83.208000
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001397 1.000000 fi:0.121489. Ave ac:0.002669,0.006376
Initialization: 6.101000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.652000
Kernel 1: 0.024000
Kernel 2: 83.720001
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001862 1.000000 fi:0.116776. Ave ac:0.003060,0.004297
Initialization: 6.185000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.660000
Kernel 1: 0.024000
Kernel 2: 86.283997
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001164 1.000000 fi:0.114653. Ave ac:0.003223,0.004802
Initialization: 6.136000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.652000
Kernel 1: 0.024000
Kernel 2: 84.593002
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.000931 1.000000 fi:0.119693. Ave ac:0.002553,0.005077
Initialization: 6.152000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.669000
Kernel 1: 0.022000
Kernel 2: 84.916000
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.002328 1.000000 fi:0.118092. Ave ac:0.002717,0.003810
Initialization: 6.190000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.647000
Kernel 1: 0.024000
Kernel 2: 83.022003
Copyback: 0.016000
Sum: 0.036000
It 30,Best ac:0.001862 1.000000 fi:0.119955. Ave ac:0.003366,0.007079
Initialization: 6.128000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.639000
Kernel 1: 0.024000
Kernel 2: 83.458000
Copyback: 0.016000
Sum: 0.030000
It 31,Best ac:0.000931 1.000000 fi:0.114746. Ave ac:0.002459,0.003592
Initialization: 6.143000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.652000
Kernel 1: 0.024000
Kernel 2: 85.530998
Copyback: 0.017000
Sum: 0.039000
It 32,Best ac:0.001164 1.000000 fi:0.124897. Ave ac:0.002979,0.005260
Initialization: 6.256000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.646000
Kernel 1: 0.024000
Kernel 2: 85.724998
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001164 1.000000 fi:0.119086. Ave ac:0.002357,0.003418
Initialization: 24.368999
Memcpy Instances: 418.388000
Memcpy Classifiers: 0.072000
Kernel 1: 0.027000
Kernel 2: 490.451996
Copyback: 0.370000
Sum: 0.014000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 483.110992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 486.924988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 484.514008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 475.924011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 479.548004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 493.726013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.011000
Kernel 2: 485.165985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 496.832001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 489.472992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 462.864990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 478.196014
Copyback: 0.016000
Sum: 0.002000
It 34,Best ac:0.001159 0.715517 fi:0.405891. Ave ac:0.003344,0.011767
Best acc 0.001159 0.715517
Rule:Att PSSM_-4_7 is [<3.052703]|Att PSSM_-3_4 is [-6.101684,3.601554]|Att PSSM_-2_5 is [-4.478673,6.478673]|Att PSSM_-2_12 is [-6.967733,-1.098228]|Att PSSM_0_6 is [<-4.595902]|Att PSSM_0_13 is [-2.325482,6.325482]|Att PSSM_2_4 is [<-3.421091]|Att PSSM_3_12 is [-5.589982,-0.410018]|Att PSSM_3_15 is [<1.101297]|Att PSSM_4_6 is [-5.758471,7.482446]|Att PSSM_4_10 is [-6.455424,4.455424]|1
Accuracy : 0.754592
0	1	
160522	3558	
54024	16534	
Removed 256 instances. 214546 Instances left. Acc of rule 0.000871-0.730469
Initialization: 7.151000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.657000
Kernel 1: 0.026000
Kernel 2: 103.855003
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005466 accuracy2:0.248946
Initialization: 6.115000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.642000
Kernel 1: 0.024000
Kernel 2: 103.894997
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.000932 0.800000 fi:0.299962. Ave ac:0.006075,0.009726
Initialization: 6.126000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.636000
Kernel 1: 0.026000
Kernel 2: 101.593002
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001631 0.875000 fi:0.224684. Ave ac:0.006871,0.010935
Initialization: 6.160000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.627000
Kernel 1: 0.025000
Kernel 2: 99.426003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000932 1.000000 fi:0.099962. Ave ac:0.006582,0.010567
Initialization: 6.091000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.636000
Kernel 1: 0.024000
Kernel 2: 99.977997
Copyback: 0.017000
Sum: 0.038000
It 3,Best ac:0.000699 1.000000 fi:0.248225. Ave ac:0.007301,0.011520
Initialization: 6.134000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.678000
Kernel 1: 0.023000
Kernel 2: 99.510002
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001165 1.000000 fi:0.099870. Ave ac:0.006633,0.010681
Initialization: 6.127000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.647000
Kernel 1: 0.025000
Kernel 2: 104.327003
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001166 1.000000 fi:0.099869. Ave ac:0.007304,0.010877
Initialization: 8.080000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.650000
Kernel 1: 0.024000
Kernel 2: 100.709000
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001398 1.000000 fi:0.099777. Ave ac:0.005951,0.009005
Initialization: 6.149000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.656000
Kernel 1: 0.024000
Kernel 2: 100.609001
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001166 1.000000 fi:0.099869. Ave ac:0.004772,0.008202
Initialization: 6.129000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.645000
Kernel 1: 0.024000
Kernel 2: 99.647003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.003728 1.000000 fi:0.098849. Ave ac:0.004387,0.008844
Initialization: 6.172000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.635000
Kernel 1: 0.024000
Kernel 2: 99.978996
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.001864 1.000000 fi:0.099591. Ave ac:0.004028,0.007621
Iteration 10:MDL fitness activated
Error 0.099591 TL 0.042718
MDL Theory Length Weight: 0.7771179905 (2)
Initialization: 6.168000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.650000
Kernel 1: 0.023000
Kernel 2: 96.995003
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001165 1.000000 fi:0.122326. Ave ac:0.003452,0.005736
Initialization: 6.093000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.650000
Kernel 1: 0.023000
Kernel 2: 98.333000
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001165 1.000000 fi:0.126026. Ave ac:0.002905,0.005204
Initialization: 6.142000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.643000
Kernel 1: 0.024000
Kernel 2: 98.875999
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000932 1.000000 fi:0.119069. Ave ac:0.003943,0.005843
Initialization: 6.104000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.641000
Kernel 1: 0.024000
Kernel 2: 99.933998
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000932 1.000000 fi:0.119069. Ave ac:0.003842,0.005843
Initialization: 7.983000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.762000
Kernel 1: 0.022000
Kernel 2: 97.374001
Copyback: 0.017000
Sum: 0.038000
It 14,Best ac:0.000932 1.000000 fi:0.127860. Ave ac:0.004193,0.010074
Initialization: 7.364000
Memcpy Classifiers: 0.639000
Memcpy Instances: 10.935000
Kernel 1: 0.033000
Kernel 2: 95.884003
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001165 1.000000 fi:0.116757. Ave ac:0.003390,0.004532
Initialization: 6.843000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.665000
Kernel 1: 0.023000
Kernel 2: 95.962997
Copyback: 0.018000
Sum: 0.041000
It 16,Best ac:0.001399 1.000000 fi:0.124365. Ave ac:0.003340,0.005087
Initialization: 7.967000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.017000
Kernel 1: 0.024000
Kernel 2: 96.235001
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.000932 1.000000 fi:0.117805. Ave ac:0.002973,0.005231
Initialization: 6.484000
Memcpy Classifiers: 0.775000
Memcpy Instances: 13.168000
Kernel 1: 0.032000
Kernel 2: 93.080002
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.000932 1.000000 fi:0.125677. Ave ac:0.002947,0.004471
Initialization: 7.481000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.443000
Kernel 1: 0.021000
Kernel 2: 90.213997
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001398 1.000000 fi:0.118884. Ave ac:0.003733,0.006157
Initialization: 6.389000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.068000
Kernel 1: 0.023000
Kernel 2: 90.605003
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000932 1.000000 fi:0.124551. Ave ac:0.003101,0.006821
Initialization: 6.074000
Memcpy Classifiers: 0.417000
Memcpy Instances: 12.611000
Kernel 1: 0.025000
Kernel 2: 89.759003
Copyback: 0.018000
Sum: 0.044000
It 21,Best ac:0.001398 1.000000 fi:0.120701. Ave ac:0.003454,0.005843
Initialization: 7.088000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.629000
Kernel 1: 0.024000
Kernel 2: 92.554001
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000932 1.000000 fi:0.119865. Ave ac:0.002842,0.003742
Initialization: 6.087000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.636000
Kernel 1: 0.024000
Kernel 2: 87.747002
Copyback: 0.016000
Sum: 0.030000
It 23,Best ac:0.001864 1.000000 fi:0.123817. Ave ac:0.002170,0.004134
Initialization: 6.152000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.632000
Kernel 1: 0.023000
Kernel 2: 94.565002
Copyback: 0.016000
Sum: 0.032000
It 24,Best ac:0.002331 1.000000 fi:0.118217. Ave ac:0.003447,0.006085
MDL Theory Length Weight: 0.6994061914 (10)
Initialization: 6.119000
Memcpy Classifiers: 0.442000
Memcpy Instances: 8.633000
Kernel 1: 0.024000
Kernel 2: 91.601997
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001165 1.000000 fi:0.120916. Ave ac:0.002441,0.006181
Initialization: 6.101000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.658000
Kernel 1: 0.023000
Kernel 2: 88.905998
Copyback: 0.017000
Sum: 0.038000
It 26,Best ac:0.000932 1.000000 fi:0.118098. Ave ac:0.003446,0.005264
Initialization: 6.160000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.635000
Kernel 1: 0.023000
Kernel 2: 87.058998
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.000932 1.000000 fi:0.117460. Ave ac:0.002931,0.007604
Initialization: 6.126000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.633000
Kernel 1: 0.023000
Kernel 2: 87.102997
Copyback: 0.016000
Sum: 0.029000
It 28,Best ac:0.003030 1.000000 fi:0.114150. Ave ac:0.002404,0.002948
Initialization: 6.145000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.652000
Kernel 1: 0.024000
Kernel 2: 81.653000
Copyback: 0.017000
Sum: 0.041000
It 29,Best ac:0.001398 1.000000 fi:0.117290. Ave ac:0.002711,0.006258
Initialization: 6.117000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.632000
Kernel 1: 0.025000
Kernel 2: 84.517998
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001166 1.000000 fi:0.112887. Ave ac:0.002402,0.004228
Initialization: 6.167000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.638000
Kernel 1: 0.024000
Kernel 2: 79.347000
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.000932 1.000000 fi:0.118726. Ave ac:0.001952,0.004216
Initialization: 6.159000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.647000
Kernel 1: 0.024000
Kernel 2: 83.740997
Copyback: 0.016000
Sum: 0.036000
It 32,Best ac:0.002796 1.000000 fi:0.112403. Ave ac:0.003477,0.007346
Initialization: 6.134000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.626000
Kernel 1: 0.025000
Kernel 2: 83.978996
Copyback: 0.016000
Sum: 0.031000
It 33,Best ac:0.001632 1.000000 fi:0.112762. Ave ac:0.002769,0.003810
Initialization: 24.051001
Memcpy Instances: 429.980988
Memcpy Classifiers: 0.072000
Kernel 1: 0.027000
Kernel 2: 443.200989
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 452.109985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 468.049988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 450.532990
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 456.104004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 472.072998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.021000
Kernel 2: 449.791992
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.013000
Kernel 2: 463.257996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 454.807007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 461.455994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.022000
Kernel 2: 458.158997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 447.306000
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000844 0.729839 fi:0.387672. Ave ac:0.001807,0.006966
Best acc 0.000844 0.729839
Initialization: 7.190000
Memcpy Classifiers: 0.559000
Memcpy Instances: 9.890000
Kernel 1: 0.026000
Kernel 2: 106.241997
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.006132 accuracy2:0.251856
Initialization: 7.084000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.448000
Kernel 1: 0.033000
Kernel 2: 105.613998
Copyback: 0.017000
Sum: 0.056000
It 0,Best ac:0.001399 0.750000 fi:0.349776. Ave ac:0.007018,0.013185
Initialization: 6.276000
Memcpy Classifiers: 0.918000
Memcpy Instances: 11.507000
Kernel 1: 0.025000
Kernel 2: 107.377998
Copyback: 0.018000
Sum: 0.041000
It 1,Best ac:0.001399 0.857143 fi:0.242633. Ave ac:0.006421,0.012338
Initialization: 6.980000
Memcpy Classifiers: 0.490000
Memcpy Instances: 9.111000
Kernel 1: 0.024000
Kernel 2: 106.831001
Copyback: 0.018000
Sum: 0.040000
It 2,Best ac:0.000932 1.000000 fi:0.099962. Ave ac:0.006182,0.011655
Initialization: 6.050000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.854000
Kernel 1: 0.034000
Kernel 2: 105.560997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001398 1.000000 fi:0.099776. Ave ac:0.005061,0.008118
Initialization: 7.709000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.343000
Kernel 1: 0.025000
Kernel 2: 108.002998
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.002097 0.900000 fi:0.199498. Ave ac:0.004975,0.008880
Initialization: 8.016000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.307000
Kernel 1: 0.024000
Kernel 2: 111.775002
Copyback: 0.018000
Sum: 0.045000
It 5,Best ac:0.001865 1.000000 fi:0.099590. Ave ac:0.004228,0.006451
Initialization: 6.396000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.058000
Kernel 1: 0.031000
Kernel 2: 110.061996
Copyback: 0.018000
Sum: 0.034000
It 6,Best ac:0.001864 1.000000 fi:0.099591. Ave ac:0.003665,0.005242
Initialization: 6.069000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.647000
Kernel 1: 0.024000
Kernel 2: 109.317001
Copyback: 0.018000
Sum: 0.035000
It 7,Best ac:0.001632 1.000000 fi:0.099683. Ave ac:0.003524,0.005096
Initialization: 6.363000
Memcpy Classifiers: 0.904000
Memcpy Instances: 8.788000
Kernel 1: 0.024000
Kernel 2: 108.866997
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.000932 1.000000 fi:0.099962. Ave ac:0.003795,0.005749
Initialization: 6.587000
Memcpy Classifiers: 0.505000
Memcpy Instances: 12.700000
Kernel 1: 0.027000
Kernel 2: 104.434998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.002563 1.000000 fi:0.099313. Ave ac:0.003130,0.004263
Iteration 10:MDL fitness activated
Error 0.099313 TL 0.044545
MDL Theory Length Weight: 0.7431716804 (1)
Initialization: 6.118000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.654000
Kernel 1: 0.024000
Kernel 2: 105.334000
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.001165 1.000000 fi:0.125093. Ave ac:0.003035,0.004151
Initialization: 6.384000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.228000
Kernel 1: 0.033000
Kernel 2: 105.780998
Copyback: 0.019000
Sum: 0.044000
It 11,Best ac:0.001165 1.000000 fi:0.134130. Ave ac:0.002788,0.003968
Initialization: 8.707000
Memcpy Classifiers: 0.640000
Memcpy Instances: 10.183000
Kernel 1: 0.024000
Kernel 2: 102.042000
Copyback: 0.022000
Sum: 0.045000
It 12,Best ac:0.003263 1.000000 fi:0.116680. Ave ac:0.002828,0.003754
Initialization: 6.273000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.729000
Kernel 1: 0.022000
Kernel 2: 102.936996
Copyback: 0.018000
Sum: 0.047000
It 13,Best ac:0.000932 1.000000 fi:0.127594. Ave ac:0.002805,0.003828
Initialization: 7.296000
Memcpy Classifiers: 0.653000
Memcpy Instances: 8.656000
Kernel 1: 0.033000
Kernel 2: 99.210999
Copyback: 0.019000
Sum: 0.047000
It 14,Best ac:0.001398 1.000000 fi:0.119775. Ave ac:0.003347,0.005213
Initialization: 8.706000
Memcpy Classifiers: 0.682000
Memcpy Instances: 11.470000
Kernel 1: 0.023000
Kernel 2: 98.028000
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.000932 1.000000 fi:0.127172. Ave ac:0.003065,0.004425
Initialization: 7.363000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.706000
Kernel 1: 0.023000
Kernel 2: 96.252998
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.000932 1.000000 fi:0.125275. Ave ac:0.003358,0.005157
Initialization: 7.691000
Memcpy Classifiers: 0.433000
Memcpy Instances: 13.033000
Kernel 1: 0.026000
Kernel 2: 97.351997
Copyback: 0.018000
Sum: 0.042000
It 17,Best ac:0.001165 1.000000 fi:0.122646. Ave ac:0.002539,0.003266
Initialization: 7.505000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.559000
Kernel 1: 0.032000
Kernel 2: 97.429001
Copyback: 0.018000
Sum: 0.039000
It 18,Best ac:0.003730 1.000000 fi:0.121774. Ave ac:0.002539,0.003125
Initialization: 7.831000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.180000
Kernel 1: 0.032000
Kernel 2: 97.575996
Copyback: 0.017000
Sum: 0.037000
It 19,Best ac:0.001398 1.000000 fi:0.118814. Ave ac:0.002149,0.003210
Initialization: 7.841000
Memcpy Classifiers: 0.761000
Memcpy Instances: 11.652000
Kernel 1: 0.025000
Kernel 2: 94.684998
Copyback: 0.019000
Sum: 0.047000
It 20,Best ac:0.001165 1.000000 fi:0.121320. Ave ac:0.002551,0.003599
Initialization: 6.219000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.774000
Kernel 1: 0.023000
Kernel 2: 97.055000
Copyback: 0.016000
Sum: 0.031000
It 21,Best ac:0.000932 1.000000 fi:0.123727. Ave ac:0.002634,0.003548
MDL Theory Length Weight: 0.6688545124 (10)
Initialization: 7.157000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.325000
Kernel 1: 0.032000
Kernel 2: 93.511002
Copyback: 0.018000
Sum: 0.048000
It 22,Best ac:0.001398 1.000000 fi:0.116554. Ave ac:0.002460,0.002904
Initialization: 6.136000
Memcpy Classifiers: 0.450000
Memcpy Instances: 12.194000
Kernel 1: 0.032000
Kernel 2: 96.424004
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001165 1.000000 fi:0.122455. Ave ac:0.002591,0.003285
Initialization: 7.035000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.127000
Kernel 1: 0.027000
Kernel 2: 97.443001
Copyback: 0.017000
Sum: 0.041000
It 24,Best ac:0.000932 1.000000 fi:0.117348. Ave ac:0.002859,0.003576
Initialization: 9.104000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.628000
Kernel 1: 0.023000
Kernel 2: 100.293999
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000932 1.000000 fi:0.119037. Ave ac:0.002245,0.002756
Initialization: 7.420000
Memcpy Classifiers: 0.591000
Memcpy Instances: 10.374000
Kernel 1: 0.024000
Kernel 2: 98.433998
Copyback: 0.018000
Sum: 0.036000
It 26,Best ac:0.003030 1.000000 fi:0.116464. Ave ac:0.002686,0.005053
Initialization: 6.108000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.720000
Kernel 1: 0.023000
Kernel 2: 92.629997
Copyback: 0.018000
Sum: 0.044000
It 27,Best ac:0.000932 1.000000 fi:0.119128. Ave ac:0.002164,0.003341
Initialization: 7.202000
Memcpy Classifiers: 0.442000
Memcpy Instances: 10.751000
Kernel 1: 0.023000
Kernel 2: 91.745003
Copyback: 0.017000
Sum: 0.040000
It 28,Best ac:0.000932 1.000000 fi:0.119540. Ave ac:0.001736,0.002151
Initialization: 6.544000
Memcpy Classifiers: 0.711000
Memcpy Instances: 9.520000
Kernel 1: 0.023000
Kernel 2: 91.338997
Copyback: 0.019000
Sum: 0.046000
It 29,Best ac:0.000932 1.000000 fi:0.116069. Ave ac:0.002543,0.003222
Initialization: 7.417000
Memcpy Classifiers: 0.590000
Memcpy Instances: 11.025000
Kernel 1: 0.032000
Kernel 2: 94.110001
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.000932 1.000000 fi:0.117265. Ave ac:0.002830,0.003902
Initialization: 7.607000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.643000
Kernel 1: 0.024000
Kernel 2: 91.206001
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.002797 1.000000 fi:0.115741. Ave ac:0.002336,0.003382
Initialization: 7.028000
Memcpy Classifiers: 0.426000
Memcpy Instances: 8.670000
Kernel 1: 0.023000
Kernel 2: 91.847000
Copyback: 0.018000
Sum: 0.036000
It 32,Best ac:0.001865 1.000000 fi:0.121783. Ave ac:0.002447,0.003235
Initialization: 6.963000
Memcpy Classifiers: 0.427000
Memcpy Instances: 11.581000
Kernel 1: 0.032000
Kernel 2: 89.792999
Copyback: 0.018000
Sum: 0.039000
It 33,Best ac:0.000932 1.000000 fi:0.119766. Ave ac:0.001726,0.003079
Initialization: 23.941999
Memcpy Instances: 433.527008
Memcpy Classifiers: 0.074000
Kernel 1: 0.024000
Kernel 2: 531.593018
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 519.663025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 512.299011
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.073000
Kernel 1: 0.017000
Kernel 2: 515.372009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 520.299988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 526.443970
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 533.572998
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 513.591003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 517.073975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 497.533997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 508.798004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 490.420013
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001804 0.801242 fi:0.320565. Ave ac:0.002679,0.009135
Best acc 0.001804 0.801242
Rule:Att PSSM_-3_7 is [<-0.337144]|Att PSSM_-2_2 is [<4.133773]|Att PSSM_-1_12 is [-6.726745,-1.273255]|Att PSSM_0_2 is [<-3.607791]|Att PSSM_0_5 is [-3.502349,3.502349]|Att PSSM_0_13 is [<2.255630]|Att PSSM_1_20 is [>-3.359978]|Att PSSM_2_2 is [<-1.259572]|Att PSSM_2_4 is [-7.725751,-2.274249]|Att PSSM_3_2 is [<-0.409734]|Att PSSM_4_7 is [<-0.011673]|1
Accuracy : 0.755832
0	1	
160426	3654	
53637	16921	
Removed 483 instances. 214063 Instances left. Acc of rule 0.001804-0.801242
Initialization: 6.100000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.637000
Kernel 1: 0.026000
Kernel 2: 102.509003
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004994 accuracy2:0.228586
Initialization: 6.291000
Memcpy Classifiers: 0.512000
Memcpy Instances: 11.907000
Kernel 1: 0.024000
Kernel 2: 105.542999
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.002102 0.900000 fi:0.199492. Ave ac:0.006731,0.010283
Initialization: 6.120000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.605000
Kernel 1: 0.025000
Kernel 2: 104.867996
Copyback: 0.020000
Sum: 0.044000
It 1,Best ac:0.000701 1.000000 fi:0.242615. Ave ac:0.006197,0.009000
Initialization: 6.065000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.634000
Kernel 1: 0.024000
Kernel 2: 104.263000
Copyback: 0.017000
Sum: 0.037000
It 2,Best ac:0.000934 1.000000 fi:0.099960. Ave ac:0.005818,0.010176
Initialization: 6.111000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.648000
Kernel 1: 0.024000
Kernel 2: 103.184998
Copyback: 0.018000
Sum: 0.042000
It 3,Best ac:0.002569 0.916667 fi:0.182638. Ave ac:0.004963,0.007827
Initialization: 6.139000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.639000
Kernel 1: 0.024000
Kernel 2: 100.254997
Copyback: 0.017000
Sum: 0.037000
It 4,Best ac:0.000934 1.000000 fi:0.099959. Ave ac:0.005513,0.010720
Initialization: 6.107000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.634000
Kernel 1: 0.024000
Kernel 2: 99.865997
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001401 1.000000 fi:0.099773. Ave ac:0.004966,0.008085
Initialization: 6.057000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.643000
Kernel 1: 0.024000
Kernel 2: 95.539001
Copyback: 0.018000
Sum: 0.028000
It 6,Best ac:0.000934 1.000000 fi:0.099960. Ave ac:0.004213,0.007891
Initialization: 6.029000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.625000
Kernel 1: 0.023000
Kernel 2: 97.785004
Copyback: 0.018000
Sum: 0.031000
It 7,Best ac:0.001636 1.000000 fi:0.099678. Ave ac:0.004256,0.007339
Initialization: 6.130000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.616000
Kernel 1: 0.024000
Kernel 2: 101.972000
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001635 1.000000 fi:0.099678. Ave ac:0.004712,0.007584
Initialization: 6.133000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.607000
Kernel 1: 0.024000
Kernel 2: 99.628998
Copyback: 0.016000
Sum: 0.031000
It 9,Best ac:0.001869 1.000000 fi:0.099585. Ave ac:0.003835,0.007009
Iteration 10:MDL fitness activated
Error 0.099585 TL 0.029973
MDL Theory Length Weight: 1.1075124295 (1)
Initialization: 6.028000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.626000
Kernel 1: 0.024000
Kernel 2: 99.366997
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.000934 1.000000 fi:0.129055. Ave ac:0.003735,0.006451
Initialization: 6.136000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.643000
Kernel 1: 0.024000
Kernel 2: 96.629997
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000934 1.000000 fi:0.130741. Ave ac:0.003177,0.006710
Initialization: 6.142000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.614000
Kernel 1: 0.030000
Kernel 2: 97.675003
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.001869 1.000000 fi:0.128680. Ave ac:0.003845,0.007264
Initialization: 6.152000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.607000
Kernel 1: 0.024000
Kernel 2: 96.081001
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.001168 1.000000 fi:0.140684. Ave ac:0.003610,0.006469
Initialization: 6.073000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.630000
Kernel 1: 0.024000
Kernel 2: 93.581001
Copyback: 0.016000
Sum: 0.029000
It 14,Best ac:0.000934 1.000000 fi:0.135862. Ave ac:0.004274,0.007600
Initialization: 5.939000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.660000
Kernel 1: 0.024000
Kernel 2: 95.332001
Copyback: 0.016000
Sum: 0.029000
It 15,Best ac:0.001635 1.000000 fi:0.128182. Ave ac:0.003574,0.005835
Initialization: 6.113000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.607000
Kernel 1: 0.024000
Kernel 2: 96.558998
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000934 1.000000 fi:0.137764. Ave ac:0.003248,0.005679
Initialization: 6.058000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.673000
Kernel 1: 0.024000
Kernel 2: 93.032997
Copyback: 0.371000
Sum: 0.033000
It 17,Best ac:0.002336 1.000000 fi:0.142444. Ave ac:0.003493,0.006328
Initialization: 6.020000
Memcpy Classifiers: 0.406000
Memcpy Instances: 8.680000
Kernel 1: 0.022000
Kernel 2: 95.211998
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.002336 0.909091 fi:0.221937. Ave ac:0.004055,0.006779
Initialization: 6.175000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.605000
Kernel 1: 0.024000
Kernel 2: 93.158997
Copyback: 0.018000
Sum: 0.032000
It 19,Best ac:0.001168 1.000000 fi:0.131234. Ave ac:0.002711,0.004445
Initialization: 7.489000
Memcpy Classifiers: 0.713000
Memcpy Instances: 12.795000
Kernel 1: 0.024000
Kernel 2: 95.391998
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000935 1.000000 fi:0.133845. Ave ac:0.003426,0.005341
Initialization: 8.425000
Memcpy Classifiers: 0.481000
Memcpy Instances: 12.130000
Kernel 1: 0.026000
Kernel 2: 94.285004
Copyback: 0.016000
Sum: 0.032000
It 21,Best ac:0.000934 1.000000 fi:0.133835. Ave ac:0.002815,0.004926
Initialization: 6.848000
Memcpy Classifiers: 0.417000
Memcpy Instances: 12.058000
Kernel 1: 0.027000
Kernel 2: 95.098000
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.001168 1.000000 fi:0.132109. Ave ac:0.003742,0.006133
Initialization: 7.437000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.886000
Kernel 1: 0.023000
Kernel 2: 94.992996
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.001402 1.000000 fi:0.128484. Ave ac:0.003940,0.005923
Initialization: 6.875000
Memcpy Classifiers: 0.622000
Memcpy Instances: 11.170000
Kernel 1: 0.024000
Kernel 2: 97.741997
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.000934 1.000000 fi:0.135361. Ave ac:0.002714,0.004249
MDL Theory Length Weight: 0.9967611865 (10)
Initialization: 7.841000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.710000
Kernel 1: 0.033000
Kernel 2: 94.986000
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001168 1.000000 fi:0.127337. Ave ac:0.002194,0.004583
Initialization: 7.221000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.328000
Kernel 1: 0.023000
Kernel 2: 92.926003
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000934 1.000000 fi:0.127430. Ave ac:0.001717,0.002823
Initialization: 7.253000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.885000
Kernel 1: 0.032000
Kernel 2: 91.406998
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001868 1.000000 fi:0.130252. Ave ac:0.002216,0.003384
Initialization: 5.963000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.634000
Kernel 1: 0.024000
Kernel 2: 91.294998
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.002102 1.000000 fi:0.132983. Ave ac:0.002692,0.004122
Initialization: 6.105000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.615000
Kernel 1: 0.024000
Kernel 2: 95.041000
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.002336 1.000000 fi:0.138138. Ave ac:0.002232,0.003568
Initialization: 6.139000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.637000
Kernel 1: 0.023000
Kernel 2: 91.347000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001402 1.000000 fi:0.125425. Ave ac:0.001779,0.001898
Initialization: 6.118000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.685000
Kernel 1: 0.023000
Kernel 2: 92.142998
Copyback: 0.017000
Sum: 0.040000
It 31,Best ac:0.001402 1.000000 fi:0.123742. Ave ac:0.002191,0.002524
Initialization: 6.090000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.672000
Kernel 1: 0.024000
Kernel 2: 92.175003
Copyback: 0.016000
Sum: 0.033000
It 32,Best ac:0.001635 1.000000 fi:0.127186. Ave ac:0.002402,0.006407
Initialization: 6.155000
Memcpy Classifiers: 0.381000
Memcpy Instances: 10.141000
Kernel 1: 0.022000
Kernel 2: 93.969002
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.000934 1.000000 fi:0.124355. Ave ac:0.002225,0.004448
Initialization: 29.768999
Memcpy Instances: 424.898010
Memcpy Classifiers: 0.076000
Kernel 1: 0.027000
Kernel 2: 530.642029
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 530.020996
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.022000
Kernel 2: 532.299988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 540.546997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 554.669006
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.021000
Kernel 2: 529.786011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 539.984985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 522.841980
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 529.687012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.020000
Kernel 2: 543.760010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 525.804993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 339.007996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001752 0.689338 fi:0.443785. Ave ac:0.003591,0.013526
Best acc 0.001752 0.689338
Initialization: 6.072000
Memcpy Classifiers: 0.638000
Memcpy Instances: 8.658000
Kernel 1: 0.023000
Kernel 2: 102.666000
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005082 accuracy2:0.243555
Initialization: 6.075000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.637000
Kernel 1: 0.024000
Kernel 2: 103.580002
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.000934 1.000000 fi:0.099960. Ave ac:0.005984,0.011882
Initialization: 6.067000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.621000
Kernel 1: 0.024000
Kernel 2: 104.172997
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000934 1.000000 fi:0.099960. Ave ac:0.005646,0.010250
Initialization: 6.094000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.607000
Kernel 1: 0.024000
Kernel 2: 101.430000
Copyback: 0.021000
Sum: 0.030000
It 2,Best ac:0.000701 1.000000 fi:0.242615. Ave ac:0.005939,0.013111
Initialization: 6.099000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.607000
Kernel 1: 0.024000
Kernel 2: 98.678001
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000934 1.000000 fi:0.099960. Ave ac:0.005497,0.009559
Initialization: 6.065000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.627000
Kernel 1: 0.024000
Kernel 2: 96.279999
Copyback: 0.017000
Sum: 0.039000
It 4,Best ac:0.002103 0.900000 fi:0.199491. Ave ac:0.005291,0.009006
Initialization: 6.034000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.614000
Kernel 1: 0.024000
Kernel 2: 95.695999
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.002803 1.000000 fi:0.099212. Ave ac:0.004732,0.008141
Initialization: 6.026000
Memcpy Classifiers: 0.479000
Memcpy Instances: 8.622000
Kernel 1: 0.024000
Kernel 2: 93.212997
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.002102 1.000000 fi:0.099492. Ave ac:0.005173,0.009391
Initialization: 6.136000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.621000
Kernel 1: 0.024000
Kernel 2: 92.427002
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001868 1.000000 fi:0.099586. Ave ac:0.004162,0.007762
Initialization: 6.048000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.666000
Kernel 1: 0.024000
Kernel 2: 91.710999
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.002102 1.000000 fi:0.099492. Ave ac:0.004088,0.006516
Initialization: 6.095000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.674000
Kernel 1: 0.023000
Kernel 2: 88.746002
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001401 1.000000 fi:0.099773. Ave ac:0.003305,0.005582
Iteration 10:MDL fitness activated
Error 0.099773 TL 0.033136
MDL Theory Length Weight: 1.0036711009 (5)
Initialization: 6.077000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.607000
Kernel 1: 0.025000
Kernel 2: 84.321999
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001168 1.000000 fi:0.132311. Ave ac:0.003313,0.006428
Initialization: 6.147000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.634000
Kernel 1: 0.024000
Kernel 2: 88.458000
Copyback: 0.018000
Sum: 0.039000
It 11,Best ac:0.001402 1.000000 fi:0.132075. Ave ac:0.003695,0.005647
Initialization: 6.244000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.926000
Kernel 1: 0.024000
Kernel 2: 85.147003
Copyback: 0.018000
Sum: 0.039000
It 12,Best ac:0.000934 1.000000 fi:0.122014. Ave ac:0.003131,0.006267
Initialization: 5.957000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.630000
Kernel 1: 0.024000
Kernel 2: 85.108002
Copyback: 0.018000
Sum: 0.041000
It 13,Best ac:0.001402 1.000000 fi:0.133321. Ave ac:0.003312,0.006471
Initialization: 6.042000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.632000
Kernel 1: 0.023000
Kernel 2: 84.436996
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001168 1.000000 fi:0.125901. Ave ac:0.002920,0.004365
Initialization: 6.052000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.629000
Kernel 1: 0.024000
Kernel 2: 84.556000
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.001635 1.000000 fi:0.121981. Ave ac:0.003058,0.005346
Initialization: 6.107000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.652000
Kernel 1: 0.023000
Kernel 2: 82.334999
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.001869 1.000000 fi:0.121168. Ave ac:0.003347,0.005854
Initialization: 6.070000
Memcpy Classifiers: 0.423000
Memcpy Instances: 8.618000
Kernel 1: 0.024000
Kernel 2: 79.953003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000934 1.000000 fi:0.130226. Ave ac:0.003169,0.005100
Initialization: 6.166000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.617000
Kernel 1: 0.024000
Kernel 2: 80.150002
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001635 1.000000 fi:0.125671. Ave ac:0.002235,0.003219
Initialization: 6.083000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.017000
Kernel 1: 0.023000
Kernel 2: 78.239998
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.000934 1.000000 fi:0.118995. Ave ac:0.003285,0.004208
Initialization: 6.161000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.605000
Kernel 1: 0.025000
Kernel 2: 79.426003
Copyback: 0.018000
Sum: 0.032000
It 20,Best ac:0.001168 1.000000 fi:0.118901. Ave ac:0.002268,0.003034
Initialization: 6.029000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.617000
Kernel 1: 0.023000
Kernel 2: 80.741997
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001168 1.000000 fi:0.125341. Ave ac:0.002774,0.004310
Initialization: 6.044000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.671000
Kernel 1: 0.024000
Kernel 2: 80.930000
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001635 1.000000 fi:0.117480. Ave ac:0.003268,0.007190
Initialization: 6.127000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.635000
Kernel 1: 0.024000
Kernel 2: 80.639000
Copyback: 0.016000
Sum: 0.028000
It 23,Best ac:0.001401 1.000000 fi:0.116834. Ave ac:0.002998,0.003795
Initialization: 6.097000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.613000
Kernel 1: 0.024000
Kernel 2: 81.410004
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.001168 1.000000 fi:0.117667. Ave ac:0.002769,0.003667
Initialization: 6.121000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.607000
Kernel 1: 0.025000
Kernel 2: 79.672997
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.001869 1.000000 fi:0.114197. Ave ac:0.002602,0.003599
Initialization: 6.005000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.604000
Kernel 1: 0.025000
Kernel 2: 79.605003
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001168 1.000000 fi:0.122168. Ave ac:0.002688,0.004409
Initialization: 6.127000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.608000
Kernel 1: 0.024000
Kernel 2: 80.728996
Copyback: 0.019000
Sum: 0.042000
It 27,Best ac:0.000934 1.000000 fi:0.123281. Ave ac:0.003240,0.005122
Initialization: 6.042000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.620000
Kernel 1: 0.024000
Kernel 2: 79.883003
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.000934 1.000000 fi:0.120579. Ave ac:0.002517,0.004380
Initialization: 7.516000
Memcpy Classifiers: 0.616000
Memcpy Instances: 12.777000
Kernel 1: 0.023000
Kernel 2: 79.041000
Copyback: 0.367000
Sum: 0.031000
It 29,Best ac:0.002569 1.000000 fi:0.120498. Ave ac:0.002416,0.002937
Initialization: 6.184000
Memcpy Classifiers: 0.362000
Memcpy Instances: 13.169000
Kernel 1: 0.026000
Kernel 2: 78.198997
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.001402 1.000000 fi:0.117573. Ave ac:0.002426,0.003342
Initialization: 6.274000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.670000
Kernel 1: 0.024000
Kernel 2: 78.977997
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001402 1.000000 fi:0.126317. Ave ac:0.002135,0.002861
Initialization: 7.877000
Memcpy Classifiers: 0.514000
Memcpy Instances: 12.379000
Kernel 1: 0.027000
Kernel 2: 78.289001
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.001636 1.000000 fi:0.117479. Ave ac:0.002306,0.004148
Initialization: 7.356000
Memcpy Classifiers: 0.572000
Memcpy Instances: 10.924000
Kernel 1: 0.023000
Kernel 2: 79.235001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000934 1.000000 fi:0.118995. Ave ac:0.002606,0.004333
Initialization: 27.806000
Memcpy Instances: 503.437012
Memcpy Classifiers: 0.073000
Kernel 1: 0.026000
Kernel 2: 469.153992
Copyback: 0.016000
Sum: 0.020000
Memcpy Classifiers: 0.105000
Kernel 1: 0.022000
Kernel 2: 477.069000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 487.941986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.022000
Kernel 2: 472.083008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 483.420013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 477.635986
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.022000
Kernel 2: 469.713989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 473.291992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 468.640015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.022000
Kernel 2: 460.480011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 461.941986
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.022000
Kernel 2: 286.606995
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001275 0.769014 fi:0.348610. Ave ac:0.002942,0.010126
Best acc 0.001275 0.769014
Rule:Att PSSM_-4_7 is [-5.879565,-2.120435]|Att PSSM_-3_20 is [>-0.724610]|Att PSSM_0_1 is [>3.910975]|Att PSSM_0_5 is [-2.563821,7.961677]|Att PSSM_0_12 is [-5.251361,-2.047220]|1
Accuracy : 0.756646
0	1	
160344	3736	
53364	17194	
Removed 355 instances. 213708 Instances left. Acc of rule 0.001275-0.769014
Initialization: 6.274000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.902000
Kernel 1: 0.025000
Kernel 2: 103.650002
Copyback: 0.017000
Sum: 0.058000
Initial population average accuracy1:0.007181 accuracy2:0.228023
Initialization: 6.392000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.623000
Kernel 1: 0.024000
Kernel 2: 106.333000
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.002106 0.692308 fi:0.407180. Ave ac:0.010025,0.016369
Initialization: 6.894000
Memcpy Classifiers: 0.872000
Memcpy Instances: 12.658000
Kernel 1: 0.023000
Kernel 2: 104.537003
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.001872 1.000000 fi:0.099581. Ave ac:0.008072,0.013947
Initialization: 6.096000
Memcpy Classifiers: 0.633000
Memcpy Instances: 8.805000
Kernel 1: 0.024000
Kernel 2: 105.102997
Copyback: 0.019000
Sum: 0.042000
It 2,Best ac:0.000936 1.000000 fi:0.099958. Ave ac:0.006373,0.009946
Initialization: 7.725000
Memcpy Classifiers: 0.497000
Memcpy Instances: 8.701000
Kernel 1: 0.023000
Kernel 2: 104.188004
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.000936 1.000000 fi:0.099958. Ave ac:0.006278,0.009939
Initialization: 6.444000
Memcpy Classifiers: 0.519000
Memcpy Instances: 8.798000
Kernel 1: 0.023000
Kernel 2: 104.213997
Copyback: 0.016000
Sum: 0.031000
It 4,Best ac:0.001404 1.000000 fi:0.099769. Ave ac:0.005634,0.008733
Initialization: 8.804000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.308000
Kernel 1: 0.023000
Kernel 2: 110.025002
Copyback: 0.018000
Sum: 0.041000
It 5,Best ac:0.001404 1.000000 fi:0.099770. Ave ac:0.004937,0.007753
Initialization: 6.058000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.617000
Kernel 1: 0.023000
Kernel 2: 110.421997
Copyback: 0.018000
Sum: 0.041000
It 6,Best ac:0.001170 1.000000 fi:0.099864. Ave ac:0.003748,0.007495
Initialization: 6.788000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.255000
Kernel 1: 0.032000
Kernel 2: 108.153999
Copyback: 0.016000
Sum: 0.034000
It 7,Best ac:0.002106 1.000000 fi:0.099487. Ave ac:0.003240,0.006117
Initialization: 6.082000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.844000
Kernel 1: 0.032000
Kernel 2: 109.847000
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001637 1.000000 fi:0.099676. Ave ac:0.002663,0.003786
Initialization: 6.049000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.605000
Kernel 1: 0.024000
Kernel 2: 106.809998
Copyback: 0.016000
Sum: 0.033000
It 9,Best ac:0.001872 1.000000 fi:0.099581. Ave ac:0.002399,0.003524
Iteration 10:MDL fitness activated
Error 0.099581 TL 0.030373
MDL Theory Length Weight: 1.0928566851 (3)
Initialization: 6.095000
Memcpy Classifiers: 0.462000
Memcpy Instances: 8.648000
Kernel 1: 0.024000
Kernel 2: 109.265999
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.002807 0.923077 fi:0.218570. Ave ac:0.003079,0.006428
Initialization: 6.117000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.615000
Kernel 1: 0.023000
Kernel 2: 104.862999
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.000936 1.000000 fi:0.135632. Ave ac:0.003787,0.007463
Initialization: 6.082000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.655000
Kernel 1: 0.023000
Kernel 2: 101.655998
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.000936 1.000000 fi:0.140423. Ave ac:0.003363,0.006846
Initialization: 6.309000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.618000
Kernel 1: 0.023000
Kernel 2: 99.394997
Copyback: 0.017000
Sum: 0.038000
It 13,Best ac:0.001170 1.000000 fi:0.144295. Ave ac:0.003599,0.006316
Initialization: 7.010000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.631000
Kernel 1: 0.024000
Kernel 2: 96.564003
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.001638 1.000000 fi:0.129200. Ave ac:0.003721,0.005546
Initialization: 8.530000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.601000
Kernel 1: 0.024000
Kernel 2: 95.614998
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.001170 1.000000 fi:0.136729. Ave ac:0.003864,0.008597
Initialization: 7.504000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.629000
Kernel 1: 0.024000
Kernel 2: 94.943001
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.002340 1.000000 fi:0.130233. Ave ac:0.003784,0.006818
Initialization: 6.110000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.606000
Kernel 1: 0.025000
Kernel 2: 92.813004
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.000936 1.000000 fi:0.139721. Ave ac:0.003378,0.004713
Initialization: 8.221000
Memcpy Classifiers: 0.679000
Memcpy Instances: 12.731000
Kernel 1: 0.024000
Kernel 2: 89.542999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.002808 1.000000 fi:0.125677. Ave ac:0.002982,0.004800
Initialization: 6.110000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.645000
Kernel 1: 0.023000
Kernel 2: 89.369003
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.003977 1.000000 fi:0.127726. Ave ac:0.002676,0.004000
Initialization: 6.450000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.605000
Kernel 1: 0.024000
Kernel 2: 89.454002
Copyback: 0.018000
Sum: 0.039000
It 20,Best ac:0.000936 1.000000 fi:0.139077. Ave ac:0.002584,0.003156
Initialization: 6.096000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.590000
Kernel 1: 0.024000
Kernel 2: 88.008003
Copyback: 0.016000
Sum: 0.030000
It 21,Best ac:0.001638 1.000000 fi:0.128949. Ave ac:0.002025,0.002793
Initialization: 6.059000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.681000
Kernel 1: 0.023000
Kernel 2: 87.744003
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.002574 1.000000 fi:0.130882. Ave ac:0.002106,0.002878
Initialization: 6.062000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.627000
Kernel 1: 0.024000
Kernel 2: 85.088997
Copyback: 0.017000
Sum: 0.039000
It 23,Best ac:0.001638 1.000000 fi:0.127148. Ave ac:0.002363,0.003255
Initialization: 6.137000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.662000
Kernel 1: 0.024000
Kernel 2: 84.499001
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.001638 1.000000 fi:0.123216. Ave ac:0.002273,0.003099
Initialization: 6.139000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.606000
Kernel 1: 0.024000
Kernel 2: 84.778000
Copyback: 0.018000
Sum: 0.038000
It 25,Best ac:0.001404 1.000000 fi:0.131400. Ave ac:0.002053,0.002533
Initialization: 8.252000
Memcpy Classifiers: 0.391000
Memcpy Instances: 8.603000
Kernel 1: 0.023000
Kernel 2: 82.948997
Copyback: 0.018000
Sum: 0.039000
It 26,Best ac:0.002340 1.000000 fi:0.131582. Ave ac:0.001804,0.002518
Initialization: 6.059000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.609000
Kernel 1: 0.024000
Kernel 2: 82.714996
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001404 1.000000 fi:0.133567. Ave ac:0.001539,0.001737
Initialization: 6.125000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.640000
Kernel 1: 0.023000
Kernel 2: 83.938004
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001170 1.000000 fi:0.129126. Ave ac:0.002262,0.003224
Initialization: 6.041000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.618000
Kernel 1: 0.024000
Kernel 2: 81.674004
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001404 1.000000 fi:0.126068. Ave ac:0.002619,0.003106
Initialization: 6.160000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.602000
Kernel 1: 0.024000
Kernel 2: 82.376999
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001170 1.000000 fi:0.126335. Ave ac:0.002386,0.003746
Initialization: 6.688000
Memcpy Classifiers: 0.654000
Memcpy Instances: 12.220000
Kernel 1: 0.024000
Kernel 2: 84.900002
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001872 1.000000 fi:0.131572. Ave ac:0.002576,0.003345
Initialization: 5.990000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.629000
Kernel 1: 0.024000
Kernel 2: 84.872002
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.002807 1.000000 fi:0.131270. Ave ac:0.002325,0.003476
Initialization: 6.436000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.621000
Kernel 1: 0.024000
Kernel 2: 84.348000
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.001170 1.000000 fi:0.124671. Ave ac:0.002528,0.003648
MDL Theory Length Weight: 0.9835710166 (10)
Initialization: 27.207001
Memcpy Instances: 434.320007
Memcpy Classifiers: 0.071000
Kernel 1: 0.028000
Kernel 2: 487.691986
Copyback: 0.365000
Sum: 0.013000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 498.100006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 488.967987
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.022000
Kernel 2: 482.277008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 496.947998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 484.750000
Copyback: 0.020000
Sum: 0.003000
Memcpy Classifiers: 0.099000
Kernel 1: 0.024000
Kernel 2: 484.388000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.021000
Kernel 2: 485.226013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 492.904999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 486.700012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.016000
Kernel 2: 487.596985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 295.919006
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.001741 0.773389 fi:0.355103. Ave ac:0.002475,0.008511
Best acc 0.001741 0.773389
Initialization: 7.854000
Memcpy Classifiers: 0.595000
Memcpy Instances: 10.240000
Kernel 1: 0.030000
Kernel 2: 104.153999
Copyback: 0.017000
Sum: 0.050000
Initial population average accuracy1:0.005384 accuracy2:0.244968
Initialization: 6.963000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.415000
Kernel 1: 0.027000
Kernel 2: 104.330002
Copyback: 0.369000
Sum: 0.051000
It 0,Best ac:0.001170 0.833333 fi:0.266531. Ave ac:0.006473,0.013835
Initialization: 6.387000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.745000
Kernel 1: 0.023000
Kernel 2: 101.629997
Copyback: 0.017000
Sum: 0.066000
It 1,Best ac:0.002574 1.000000 fi:0.099299. Ave ac:0.005688,0.011034
Initialization: 6.481000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.364000
Kernel 1: 0.029000
Kernel 2: 102.426003
Copyback: 0.016000
Sum: 0.030000
It 2,Best ac:0.000936 1.000000 fi:0.099958. Ave ac:0.005961,0.013387
Initialization: 6.142000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.904000
Kernel 1: 0.023000
Kernel 2: 100.680000
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000936 1.000000 fi:0.099958. Ave ac:0.005443,0.009296
Initialization: 6.177000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.762000
Kernel 1: 0.024000
Kernel 2: 100.859001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.000936 1.000000 fi:0.099958. Ave ac:0.006244,0.011175
Initialization: 8.060000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.726000
Kernel 1: 0.024000
Kernel 2: 104.124001
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.000936 1.000000 fi:0.099958. Ave ac:0.005900,0.008247
Initialization: 7.095000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.209000
Kernel 1: 0.028000
Kernel 2: 101.584000
Copyback: 0.018000
Sum: 0.043000
It 6,Best ac:0.001638 1.000000 fi:0.099675. Ave ac:0.004559,0.007563
Initialization: 8.146000
Memcpy Classifiers: 0.524000
Memcpy Instances: 11.881000
Kernel 1: 0.025000
Kernel 2: 103.556999
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.002106 1.000000 fi:0.099487. Ave ac:0.004789,0.009347
Initialization: 7.576000
Memcpy Classifiers: 0.511000
Memcpy Instances: 11.855000
Kernel 1: 0.023000
Kernel 2: 101.829002
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.002339 1.000000 fi:0.099394. Ave ac:0.003960,0.007704
Initialization: 7.905000
Memcpy Classifiers: 0.774000
Memcpy Instances: 9.389000
Kernel 1: 0.024000
Kernel 2: 99.831001
Copyback: 0.018000
Sum: 0.039000
It 9,Best ac:0.000936 1.000000 fi:0.099958. Ave ac:0.005431,0.010207
Iteration 10:MDL fitness activated
Error 0.099958 TL 0.041791
MDL Theory Length Weight: 0.7972870169 (9)
Initialization: 8.600000
Memcpy Classifiers: 0.506000
Memcpy Instances: 12.538000
Kernel 1: 0.028000
Kernel 2: 100.613998
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.002808 0.923077 fi:0.212488. Ave ac:0.004149,0.007137
Initialization: 6.121000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.815000
Kernel 1: 0.025000
Kernel 2: 100.928001
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001170 1.000000 fi:0.123834. Ave ac:0.005214,0.009864
Initialization: 6.874000
Memcpy Classifiers: 0.737000
Memcpy Instances: 11.431000
Kernel 1: 0.026000
Kernel 2: 99.461998
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000936 1.000000 fi:0.123443. Ave ac:0.005070,0.009079
Initialization: 7.364000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.631000
Kernel 1: 0.024000
Kernel 2: 95.689003
Copyback: 0.016000
Sum: 0.030000
It 13,Best ac:0.000936 1.000000 fi:0.123925. Ave ac:0.003788,0.006329
Initialization: 6.134000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.593000
Kernel 1: 0.025000
Kernel 2: 93.704002
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001404 1.000000 fi:0.122700. Ave ac:0.003264,0.005242
Initialization: 6.073000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.604000
Kernel 1: 0.025000
Kernel 2: 93.321999
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.002106 1.000000 fi:0.122972. Ave ac:0.003036,0.004756
Initialization: 6.083000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.604000
Kernel 1: 0.025000
Kernel 2: 93.954002
Copyback: 0.023000
Sum: 0.045000
It 16,Best ac:0.001170 1.000000 fi:0.123835. Ave ac:0.004378,0.007097
Initialization: 6.105000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.590000
Kernel 1: 0.025000
Kernel 2: 93.012001
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.001170 1.000000 fi:0.130105. Ave ac:0.003105,0.004606
Initialization: 6.118000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.614000
Kernel 1: 0.025000
Kernel 2: 95.848000
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000936 1.000000 fi:0.123052. Ave ac:0.002914,0.004761
Initialization: 6.077000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.618000
Kernel 1: 0.023000
Kernel 2: 92.080002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000936 1.000000 fi:0.127562. Ave ac:0.002352,0.003163
Initialization: 6.102000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.598000
Kernel 1: 0.024000
Kernel 2: 93.279999
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.001170 1.000000 fi:0.130254. Ave ac:0.002565,0.003626
Initialization: 6.083000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.606000
Kernel 1: 0.026000
Kernel 2: 93.091003
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.001404 1.000000 fi:0.123007. Ave ac:0.002663,0.004446
Initialization: 8.160000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.604000
Kernel 1: 0.024000
Kernel 2: 91.434998
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000936 1.000000 fi:0.124665. Ave ac:0.002674,0.003693
Initialization: 6.085000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.619000
Kernel 1: 0.023000
Kernel 2: 92.725998
Copyback: 0.016000
Sum: 0.031000
It 23,Best ac:0.001170 1.000000 fi:0.129244. Ave ac:0.002282,0.003772
MDL Theory Length Weight: 0.7175583152 (10)
Initialization: 7.042000
Memcpy Classifiers: 0.414000
Memcpy Instances: 11.602000
Kernel 1: 0.024000
Kernel 2: 95.004997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001170 1.000000 fi:0.123810. Ave ac:0.002835,0.003874
Initialization: 6.092000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.601000
Kernel 1: 0.025000
Kernel 2: 93.810997
Copyback: 0.016000
Sum: 0.031000
It 25,Best ac:0.001170 1.000000 fi:0.124704. Ave ac:0.002648,0.002977
Initialization: 6.106000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.611000
Kernel 1: 0.024000
Kernel 2: 94.195999
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.001404 1.000000 fi:0.117680. Ave ac:0.002701,0.002935
Initialization: 6.131000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.601000
Kernel 1: 0.025000
Kernel 2: 96.085999
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.001170 1.000000 fi:0.121111. Ave ac:0.002292,0.002901
Initialization: 6.115000
Memcpy Classifiers: 0.426000
Memcpy Instances: 8.622000
Kernel 1: 0.024000
Kernel 2: 92.508003
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001638 1.000000 fi:0.124704. Ave ac:0.002086,0.002643
Initialization: 6.084000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.615000
Kernel 1: 0.025000
Kernel 2: 95.255997
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.001404 1.000000 fi:0.121482. Ave ac:0.003014,0.003135
Initialization: 6.071000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.609000
Kernel 1: 0.024000
Kernel 2: 93.834000
Copyback: 0.018000
Sum: 0.029000
It 30,Best ac:0.001170 1.000000 fi:0.120778. Ave ac:0.002693,0.002906
Initialization: 6.966000
Memcpy Classifiers: 0.405000
Memcpy Instances: 8.610000
Kernel 1: 0.024000
Kernel 2: 93.214996
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001871 1.000000 fi:0.125074. Ave ac:0.002683,0.002900
Initialization: 6.087000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.610000
Kernel 1: 0.024000
Kernel 2: 92.489998
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001404 1.000000 fi:0.126313. Ave ac:0.002289,0.002817
Initialization: 6.117000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.665000
Kernel 1: 0.024000
Kernel 2: 91.709000
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.002106 1.000000 fi:0.123086. Ave ac:0.002664,0.005322
Initialization: 24.504000
Memcpy Instances: 424.497986
Memcpy Classifiers: 0.069000
Kernel 1: 0.028000
Kernel 2: 525.367004
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 519.284973
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 528.833984
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 549.318970
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 530.367981
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 535.247009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 538.431030
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 535.918030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 530.885010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 521.492004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 519.192993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 312.854004
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001469 0.691630 fi:0.433605. Ave ac:0.002586,0.008889
Best acc 0.001469 0.691630
Rule:Att PSSM_-2_12 is [-5.911590,-1.175643]|Att PSSM_0_4 is [-7.049044,5.031030]|Att PSSM_0_7 is [-4.418371,-2.015362]|Att PSSM_1_12 is [-5.061693,-1.709709]|Att PSSM_2_5 is [-1.928459,4.863820]|Att PSSM_3_5 is [-2.255357,8.798063]|Att PSSM_3_11 is [-3.751129,3.517674]|Att PSSM_4_4 is [<-0.653960]|Att PSSM_4_12 is [-6.825925,-1.622606]|1
Accuracy : 0.757767
0	1	
160235	3845	
52992	17566	
Removed 481 instances. 213227 Instances left. Acc of rule 0.001741-0.773389
Initialization: 6.103000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.579000
Kernel 1: 0.025000
Kernel 2: 102.537003
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005883 accuracy2:0.237038
Initialization: 6.080000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.577000
Kernel 1: 0.025000
Kernel 2: 102.211998
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.000938 0.800000 fi:0.299955. Ave ac:0.006471,0.012789
Initialization: 6.102000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.580000
Kernel 1: 0.024000
Kernel 2: 99.904999
Copyback: 0.018000
Sum: 0.044000
It 1,Best ac:0.000938 1.000000 fi:0.099955. Ave ac:0.005902,0.010795
Initialization: 6.061000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.588000
Kernel 1: 0.025000
Kernel 2: 101.750999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001172 0.833333 fi:0.266527. Ave ac:0.006010,0.009457
Initialization: 6.059000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.580000
Kernel 1: 0.025000
Kernel 2: 99.577003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.001172 1.000000 fi:0.099860. Ave ac:0.005829,0.010027
Initialization: 6.046000
Memcpy Classifiers: 0.511000
Memcpy Instances: 8.571000
Kernel 1: 0.025000
Kernel 2: 98.328003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.000938 1.000000 fi:0.099955. Ave ac:0.006120,0.010448
Initialization: 6.113000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.581000
Kernel 1: 0.025000
Kernel 2: 96.584999
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001173 1.000000 fi:0.099860. Ave ac:0.005267,0.009315
Initialization: 6.069000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.583000
Kernel 1: 0.025000
Kernel 2: 95.921997
Copyback: 0.369000
Sum: 0.032000
It 6,Best ac:0.004220 1.000000 fi:0.098665. Ave ac:0.005395,0.008069
Initialization: 6.125000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.596000
Kernel 1: 0.026000
Kernel 2: 91.997002
Copyback: 0.017000
Sum: 0.038000
It 7,Best ac:0.002110 1.000000 fi:0.099482. Ave ac:0.005109,0.008340
Initialization: 6.087000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.595000
Kernel 1: 0.025000
Kernel 2: 89.783997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001641 1.000000 fi:0.099671. Ave ac:0.003943,0.005535
Initialization: 6.091000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.604000
Kernel 1: 0.024000
Kernel 2: 88.335999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001407 1.000000 fi:0.099766. Ave ac:0.004127,0.005628
Iteration 10:MDL fitness activated
Error 0.099766 TL 0.033820
MDL Theory Length Weight: 0.9832877881 (4)
Initialization: 6.068000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.569000
Kernel 1: 0.025000
Kernel 2: 88.462997
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001407 1.000000 fi:0.122965. Ave ac:0.004130,0.006951
Initialization: 6.239000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.570000
Kernel 1: 0.024000
Kernel 2: 86.954002
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.001407 1.000000 fi:0.119106. Ave ac:0.003158,0.005086
Initialization: 6.062000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.612000
Kernel 1: 0.023000
Kernel 2: 85.094002
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001172 1.000000 fi:0.119201. Ave ac:0.002588,0.003353
Initialization: 6.070000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.578000
Kernel 1: 0.024000
Kernel 2: 83.535004
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.001172 1.000000 fi:0.120860. Ave ac:0.003113,0.003798
Initialization: 7.496000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.575000
Kernel 1: 0.025000
Kernel 2: 83.557999
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001172 1.000000 fi:0.127852. Ave ac:0.002519,0.004235
Initialization: 6.142000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.579000
Kernel 1: 0.023000
Kernel 2: 84.011002
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.002345 1.000000 fi:0.119566. Ave ac:0.003152,0.004376
Initialization: 6.108000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.579000
Kernel 1: 0.025000
Kernel 2: 82.449997
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001876 1.000000 fi:0.115648. Ave ac:0.002854,0.004290
Initialization: 6.107000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.586000
Kernel 1: 0.025000
Kernel 2: 79.236000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001407 1.000000 fi:0.117215. Ave ac:0.002476,0.003637
Initialization: 6.117000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.576000
Kernel 1: 0.025000
Kernel 2: 79.167000
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001172 1.000000 fi:0.118566. Ave ac:0.002542,0.004129
Initialization: 6.107000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.585000
Kernel 1: 0.024000
Kernel 2: 78.550003
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001407 1.000000 fi:0.121399. Ave ac:0.002529,0.005048
Initialization: 6.076000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.578000
Kernel 1: 0.027000
Kernel 2: 78.970001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001407 1.000000 fi:0.117217. Ave ac:0.003013,0.004847
Initialization: 7.220000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.579000
Kernel 1: 0.024000
Kernel 2: 79.973000
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001407 1.000000 fi:0.114619. Ave ac:0.002929,0.004841
Initialization: 6.104000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.584000
Kernel 1: 0.025000
Kernel 2: 80.093002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000938 1.000000 fi:0.118482. Ave ac:0.002882,0.004900
Initialization: 6.144000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.583000
Kernel 1: 0.025000
Kernel 2: 77.579002
Copyback: 0.019000
Sum: 0.031000
It 23,Best ac:0.000938 1.000000 fi:0.118482. Ave ac:0.002478,0.005215
Initialization: 6.103000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.593000
Kernel 1: 0.025000
Kernel 2: 78.313004
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.000938 1.000000 fi:0.125706. Ave ac:0.001962,0.002852
Initialization: 6.095000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.587000
Kernel 1: 0.025000
Kernel 2: 77.011002
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000938 1.000000 fi:0.118482. Ave ac:0.003408,0.006041
Initialization: 6.118000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.590000
Kernel 1: 0.025000
Kernel 2: 77.442001
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000938 1.000000 fi:0.120682. Ave ac:0.002865,0.005167
Initialization: 6.077000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.589000
Kernel 1: 0.025000
Kernel 2: 77.723999
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000938 1.000000 fi:0.123155. Ave ac:0.002914,0.004427
Initialization: 6.085000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.585000
Kernel 1: 0.025000
Kernel 2: 77.163002
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.002345 1.000000 fi:0.118824. Ave ac:0.003146,0.003952
Initialization: 6.116000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.578000
Kernel 1: 0.026000
Kernel 2: 77.314003
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001172 1.000000 fi:0.121534. Ave ac:0.002975,0.003753
Initialization: 6.168000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.575000
Kernel 1: 0.024000
Kernel 2: 74.998001
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001407 1.000000 fi:0.118201. Ave ac:0.002211,0.003258
MDL Theory Length Weight: 0.8849590093 (10)
Initialization: 6.073000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.629000
Kernel 1: 0.033000
Kernel 2: 77.504997
Copyback: 0.018000
Sum: 0.039000
It 31,Best ac:0.001407 1.000000 fi:0.120313. Ave ac:0.003010,0.004846
Initialization: 6.119000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.583000
Kernel 1: 0.025000
Kernel 2: 75.359001
Copyback: 0.016000
Sum: 0.034000
It 32,Best ac:0.000938 1.000000 fi:0.119051. Ave ac:0.003100,0.004314
Initialization: 6.132000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.593000
Kernel 1: 0.024000
Kernel 2: 75.026001
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001877 1.000000 fi:0.118609. Ave ac:0.003307,0.005371
Initialization: 24.424000
Memcpy Instances: 414.522003
Memcpy Classifiers: 0.067000
Kernel 1: 0.028000
Kernel 2: 469.381989
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 454.631989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 459.631012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 451.992004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 436.941986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 452.364014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 453.980988
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 464.665985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 450.213013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 458.532013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 460.609009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 275.022003
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.001388 0.713253 fi:0.404014. Ave ac:0.003187,0.010905
Best acc 0.001388 0.713253
Initialization: 6.124000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.580000
Kernel 1: 0.026000
Kernel 2: 103.240997
Copyback: 0.018000
Sum: 0.043000
Initial population average accuracy1:0.005209 accuracy2:0.252090
Initialization: 6.183000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.579000
Kernel 1: 0.025000
Kernel 2: 104.877998
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.000703 1.000000 fi:0.234040. Ave ac:0.006499,0.014723
Initialization: 6.108000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.588000
Kernel 1: 0.026000
Kernel 2: 103.967003
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001172 1.000000 fi:0.099860. Ave ac:0.006930,0.015520
Initialization: 6.132000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.584000
Kernel 1: 0.024000
Kernel 2: 104.037003
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001172 1.000000 fi:0.099860. Ave ac:0.006408,0.013220
Initialization: 6.105000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.573000
Kernel 1: 0.025000
Kernel 2: 102.800003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.003283 0.933333 fi:0.165675. Ave ac:0.005455,0.009726
Initialization: 6.120000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.587000
Kernel 1: 0.024000
Kernel 2: 101.166000
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000938 1.000000 fi:0.099955. Ave ac:0.005618,0.009817
Initialization: 6.073000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.595000
Kernel 1: 0.024000
Kernel 2: 101.902000
Copyback: 0.019000
Sum: 0.033000
It 5,Best ac:0.003049 1.000000 fi:0.099103. Ave ac:0.005461,0.009694
Initialization: 6.163000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.620000
Kernel 1: 0.026000
Kernel 2: 103.766998
Copyback: 0.016000
Sum: 0.034000
It 6,Best ac:0.002110 0.900000 fi:0.199482. Ave ac:0.004463,0.007353
Initialization: 6.086000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.600000
Kernel 1: 0.024000
Kernel 2: 101.846001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001641 1.000000 fi:0.099671. Ave ac:0.004040,0.006397
Initialization: 6.102000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.586000
Kernel 1: 0.025000
Kernel 2: 99.339996
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.000938 1.000000 fi:0.099955. Ave ac:0.004105,0.007367
Initialization: 6.071000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.603000
Kernel 1: 0.026000
Kernel 2: 96.450996
Copyback: 0.016000
Sum: 0.035000
It 9,Best ac:0.001642 1.000000 fi:0.099671. Ave ac:0.003295,0.004968
Iteration 10:MDL fitness activated
Error 0.099671 TL 0.031716
MDL Theory Length Weight: 1.0475287019 (5)
Initialization: 6.140000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.570000
Kernel 1: 0.025000
Kernel 2: 95.483002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000938 1.000000 fi:0.125401. Ave ac:0.002712,0.004372
Initialization: 6.082000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.578000
Kernel 1: 0.024000
Kernel 2: 93.359001
Copyback: 0.017000
Sum: 0.041000
It 11,Best ac:0.000938 1.000000 fi:0.143416. Ave ac:0.003158,0.005194
Initialization: 6.119000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.572000
Kernel 1: 0.025000
Kernel 2: 93.403999
Copyback: 0.016000
Sum: 0.032000
It 12,Best ac:0.000938 1.000000 fi:0.129476. Ave ac:0.004017,0.007960
Initialization: 6.164000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.583000
Kernel 1: 0.025000
Kernel 2: 95.188004
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.001173 1.000000 fi:0.130721. Ave ac:0.003750,0.006696
Initialization: 6.140000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.601000
Kernel 1: 0.024000
Kernel 2: 93.237000
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001641 1.000000 fi:0.129047. Ave ac:0.002707,0.004249
Initialization: 6.145000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.576000
Kernel 1: 0.025000
Kernel 2: 89.346001
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001407 1.000000 fi:0.134412. Ave ac:0.003157,0.004814
Initialization: 6.096000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.576000
Kernel 1: 0.025000
Kernel 2: 88.248001
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.001407 1.000000 fi:0.127976. Ave ac:0.002742,0.004370
Initialization: 6.096000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.599000
Kernel 1: 0.024000
Kernel 2: 88.491997
Copyback: 0.017000
Sum: 0.038000
It 17,Best ac:0.002110 1.000000 fi:0.127477. Ave ac:0.002579,0.004067
Initialization: 6.096000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.586000
Kernel 1: 0.024000
Kernel 2: 87.767998
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000938 1.000000 fi:0.126190. Ave ac:0.002922,0.004074
Initialization: 6.139000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.585000
Kernel 1: 0.024000
Kernel 2: 87.547997
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001641 1.000000 fi:0.128476. Ave ac:0.002098,0.002933
MDL Theory Length Weight: 0.9427758317 (15)
Initialization: 6.091000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.578000
Kernel 1: 0.024000
Kernel 2: 87.823997
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.002814 1.000000 fi:0.119334. Ave ac:0.002575,0.003117
Initialization: 6.142000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.585000
Kernel 1: 0.025000
Kernel 2: 84.639000
Copyback: 0.018000
Sum: 0.034000
It 21,Best ac:0.002814 1.000000 fi:0.119079. Ave ac:0.002098,0.002628
Initialization: 6.179000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.584000
Kernel 1: 0.024000
Kernel 2: 82.774002
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.001876 1.000000 fi:0.120646. Ave ac:0.001690,0.001952
Initialization: 6.099000
Memcpy Classifiers: 0.366000
Memcpy Instances: 8.599000
Kernel 1: 0.025000
Kernel 2: 80.986000
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001173 1.000000 fi:0.118242. Ave ac:0.001709,0.002126
Initialization: 6.095000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.604000
Kernel 1: 0.024000
Kernel 2: 82.248001
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.000938 1.000000 fi:0.116566. Ave ac:0.002386,0.005419
Initialization: 6.086000
Memcpy Classifiers: 0.372000
Memcpy Instances: 8.578000
Kernel 1: 0.024000
Kernel 2: 83.074997
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.000938 1.000000 fi:0.120779. Ave ac:0.002195,0.002505
Initialization: 6.102000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.597000
Kernel 1: 0.024000
Kernel 2: 81.640999
Copyback: 0.016000
Sum: 0.027000
It 26,Best ac:0.001172 1.000000 fi:0.127732. Ave ac:0.001606,0.001885
Initialization: 6.096000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.583000
Kernel 1: 0.025000
Kernel 2: 83.344002
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000938 1.000000 fi:0.131321. Ave ac:0.002140,0.002980
Initialization: 6.128000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.572000
Kernel 1: 0.025000
Kernel 2: 81.787003
Copyback: 0.017000
Sum: 0.037000
It 28,Best ac:0.000938 1.000000 fi:0.120779. Ave ac:0.002358,0.003744
Initialization: 6.120000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.590000
Kernel 1: 0.025000
Kernel 2: 83.266998
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.002345 1.000000 fi:0.118446. Ave ac:0.003351,0.004245
Initialization: 6.308000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.584000
Kernel 1: 0.024000
Kernel 2: 80.050003
Copyback: 0.016000
Sum: 0.030000
It 30,Best ac:0.000938 1.000000 fi:0.116566. Ave ac:0.001821,0.002854
Initialization: 6.112000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.595000
Kernel 1: 0.025000
Kernel 2: 80.703003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.001877 1.000000 fi:0.123169. Ave ac:0.002542,0.002455
Initialization: 6.118000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.594000
Kernel 1: 0.025000
Kernel 2: 78.917999
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001876 1.000000 fi:0.118961. Ave ac:0.002300,0.002983
Initialization: 6.066000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.603000
Kernel 1: 0.025000
Kernel 2: 78.919998
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000938 1.000000 fi:0.123995. Ave ac:0.002826,0.003448
MDL Theory Length Weight: 0.8484982486 (10)
Initialization: 24.559999
Memcpy Instances: 414.445007
Memcpy Classifiers: 0.069000
Kernel 1: 0.029000
Kernel 2: 473.053009
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 467.794006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 455.739990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 466.851013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 473.661987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 461.290009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 473.093994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 466.328003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 464.489014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 458.239990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 459.050995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 277.640015
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001299 0.763085 fi:0.360518. Ave ac:0.002542,0.008640
Best acc 0.001299 0.763085
Rule:Att PSSM_-4_6 is [-4.900775,6.932868]|Att PSSM_-2_6 is [<-2.078785]|Att PSSM_-1_13 is [-0.545861,10.128563]|Att PSSM_-1_19 is [<5.297596]|Att PSSM_0_12 is [-6.958129,-3.827941]|Att PSSM_1_6 is [<6.472275]|Att PSSM_1_7 is [-5.950625,-0.669600]|Att PSSM_2_12 is [-5.708174,-0.388815]|Att PSSM_3_12 is [-4.958822,-1.041178]|Att PSSM_4_13 is [<7.864410]|Att PSSM_4_17 is [<4.420216]|1
Accuracy : 0.758581
0	1	
160149	3931	
52715	17843	
Removed 363 instances. 212864 Instances left. Acc of rule 0.001299-0.763085
Initialization: 6.303000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.583000
Kernel 1: 0.028000
Kernel 2: 104.902000
Copyback: 0.016000
Sum: 0.043000
Initial population average accuracy1:0.006553 accuracy2:0.246168
Initialization: 6.122000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.593000
Kernel 1: 0.025000
Kernel 2: 104.222000
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.000940 0.800000 fi:0.299953. Ave ac:0.006998,0.012475
Initialization: 6.081000
Memcpy Classifiers: 0.483000
Memcpy Instances: 8.578000
Kernel 1: 0.024000
Kernel 2: 100.281998
Copyback: 0.016000
Sum: 0.034000
It 1,Best ac:0.000705 1.000000 fi:0.230410. Ave ac:0.006269,0.011369
Initialization: 6.097000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.564000
Kernel 1: 0.024000
Kernel 2: 101.672997
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.000705 1.000000 fi:0.230410. Ave ac:0.005347,0.007807
Initialization: 6.096000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.570000
Kernel 1: 0.024000
Kernel 2: 102.014999
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.001409 1.000000 fi:0.099762. Ave ac:0.004854,0.008154
Initialization: 6.161000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.559000
Kernel 1: 0.025000
Kernel 2: 102.739998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001175 1.000000 fi:0.099858. Ave ac:0.004409,0.007766
Initialization: 6.114000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.571000
Kernel 1: 0.023000
Kernel 2: 100.341003
Copyback: 0.016000
Sum: 0.034000
It 5,Best ac:0.002819 0.923077 fi:0.176114. Ave ac:0.003971,0.006917
Initialization: 6.094000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.564000
Kernel 1: 0.024000
Kernel 2: 100.542000
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.000940 1.000000 fi:0.099953. Ave ac:0.004420,0.006898
Initialization: 6.051000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.565000
Kernel 1: 0.024000
Kernel 2: 99.043999
Copyback: 0.016000
Sum: 0.033000
It 7,Best ac:0.001644 1.000000 fi:0.099667. Ave ac:0.003665,0.005797
Initialization: 6.075000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.577000
Kernel 1: 0.024000
Kernel 2: 96.559998
Copyback: 0.016000
Sum: 0.030000
It 8,Best ac:0.000939 1.000000 fi:0.099953. Ave ac:0.003869,0.005637
Initialization: 6.118000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.563000
Kernel 1: 0.025000
Kernel 2: 97.362000
Copyback: 0.019000
Sum: 0.032000
It 9,Best ac:0.001644 1.000000 fi:0.099667. Ave ac:0.004035,0.006255
Iteration 10:MDL fitness activated
Error 0.099667 TL 0.041459
MDL Theory Length Weight: 0.8013300528 (3)
Initialization: 6.088000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.558000
Kernel 1: 0.025000
Kernel 2: 97.836998
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.000940 1.000000 fi:0.132572. Ave ac:0.003776,0.006756
Initialization: 6.103000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.569000
Kernel 1: 0.026000
Kernel 2: 93.942001
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001644 1.000000 fi:0.126236. Ave ac:0.003772,0.006999
Initialization: 6.086000
Memcpy Classifiers: 0.440000
Memcpy Instances: 8.563000
Kernel 1: 0.025000
Kernel 2: 96.253998
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001175 1.000000 fi:0.124810. Ave ac:0.003375,0.006212
Initialization: 6.107000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.576000
Kernel 1: 0.025000
Kernel 2: 94.167999
Copyback: 0.016000
Sum: 0.032000
It 13,Best ac:0.001644 1.000000 fi:0.121709. Ave ac:0.004177,0.006702
Initialization: 6.090000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.580000
Kernel 1: 0.024000
Kernel 2: 95.532997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.000939 1.000000 fi:0.115522. Ave ac:0.002697,0.004375
Initialization: 6.101000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.564000
Kernel 1: 0.025000
Kernel 2: 95.834000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000940 1.000000 fi:0.123187. Ave ac:0.003267,0.004737
Initialization: 6.110000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.561000
Kernel 1: 0.025000
Kernel 2: 95.527000
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001409 1.000000 fi:0.129006. Ave ac:0.003187,0.005985
Initialization: 6.068000
Memcpy Classifiers: 0.463000
Memcpy Instances: 8.574000
Kernel 1: 0.025000
Kernel 2: 93.068001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001174 1.000000 fi:0.123091. Ave ac:0.003459,0.005367
Initialization: 6.045000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.566000
Kernel 1: 0.024000
Kernel 2: 96.024002
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000940 1.000000 fi:0.119631. Ave ac:0.003459,0.007033
Initialization: 6.182000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.282000
Kernel 1: 0.024000
Kernel 2: 92.852997
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.002114 1.000000 fi:0.119396. Ave ac:0.002750,0.005632
Initialization: 6.452000
Memcpy Classifiers: 0.713000
Memcpy Instances: 12.729000
Kernel 1: 0.024000
Kernel 2: 90.021004
Copyback: 0.016000
Sum: 0.033000
It 20,Best ac:0.002114 1.000000 fi:0.118655. Ave ac:0.002946,0.004875
Initialization: 6.071000
Memcpy Classifiers: 0.427000
Memcpy Instances: 8.561000
Kernel 1: 0.025000
Kernel 2: 88.934998
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001175 1.000000 fi:0.119573. Ave ac:0.002871,0.004322
Initialization: 6.096000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.564000
Kernel 1: 0.025000
Kernel 2: 86.797997
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.001175 1.000000 fi:0.119596. Ave ac:0.003102,0.004350
Initialization: 6.070000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.577000
Kernel 1: 0.025000
Kernel 2: 86.959999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001175 1.000000 fi:0.121048. Ave ac:0.002755,0.004263
MDL Theory Length Weight: 0.7211970475 (10)
Initialization: 6.077000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.582000
Kernel 1: 0.023000
Kernel 2: 87.383003
Copyback: 0.016000
Sum: 0.028000
It 24,Best ac:0.000940 1.000000 fi:0.120074. Ave ac:0.004212,0.005430
Initialization: 6.137000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.555000
Kernel 1: 0.024000
Kernel 2: 85.310997
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001879 1.000000 fi:0.119065. Ave ac:0.003359,0.005047
Initialization: 6.077000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.574000
Kernel 1: 0.025000
Kernel 2: 85.008003
Copyback: 0.016000
Sum: 0.030000
It 26,Best ac:0.001644 1.000000 fi:0.116974. Ave ac:0.003291,0.004355
Initialization: 6.115000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.586000
Kernel 1: 0.024000
Kernel 2: 84.545998
Copyback: 0.016000
Sum: 0.032000
It 27,Best ac:0.002349 1.000000 fi:0.126377. Ave ac:0.003010,0.004959
Initialization: 6.091000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.559000
Kernel 1: 0.025000
Kernel 2: 86.080002
Copyback: 0.017000
Sum: 0.040000
It 28,Best ac:0.001409 1.000000 fi:0.119749. Ave ac:0.003505,0.005180
Initialization: 6.097000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.570000
Kernel 1: 0.024000
Kernel 2: 87.192001
Copyback: 0.016000
Sum: 0.030000
It 29,Best ac:0.001644 1.000000 fi:0.118739. Ave ac:0.003465,0.004791
Initialization: 6.044000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.563000
Kernel 1: 0.025000
Kernel 2: 86.386002
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001644 1.000000 fi:0.116973. Ave ac:0.003268,0.004650
Initialization: 6.087000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.550000
Kernel 1: 0.025000
Kernel 2: 86.498001
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001175 1.000000 fi:0.121733. Ave ac:0.002827,0.005264
Initialization: 6.073000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.574000
Kernel 1: 0.024000
Kernel 2: 87.435997
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.000939 1.000000 fi:0.117214. Ave ac:0.002715,0.004020
Initialization: 6.104000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.554000
Kernel 1: 0.024000
Kernel 2: 86.737000
Copyback: 0.016000
Sum: 0.030000
It 33,Best ac:0.002114 1.000000 fi:0.116478. Ave ac:0.003284,0.006876
Initialization: 24.535999
Memcpy Instances: 523.447021
Memcpy Classifiers: 0.092000
Kernel 1: 0.030000
Kernel 2: 514.331970
Copyback: 0.368000
Sum: 0.013000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 516.864014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 515.338013
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 504.596985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.023000
Kernel 2: 529.562988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.021000
Kernel 2: 501.643005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.017000
Kernel 2: 522.497986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 516.987976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.024000
Kernel 2: 510.623993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 515.697998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 511.144989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.084000
Kernel 1: 0.022000
Kernel 2: 317.046997
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.001113 0.729231 fi:0.397646. Ave ac:0.002762,0.009781
Best acc 0.001113 0.729231
Initialization: 6.697000
Memcpy Classifiers: 0.546000
Memcpy Instances: 10.624000
Kernel 1: 0.043000
Kernel 2: 102.768997
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005966 accuracy2:0.233169
Initialization: 7.181000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.563000
Kernel 1: 0.025000
Kernel 2: 103.181999
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.000940 1.000000 fi:0.099953. Ave ac:0.005871,0.010688
Initialization: 7.439000
Memcpy Classifiers: 0.753000
Memcpy Instances: 10.791000
Kernel 1: 0.025000
Kernel 2: 101.887001
Copyback: 0.370000
Sum: 0.034000
It 1,Best ac:0.000940 0.800000 fi:0.299953. Ave ac:0.005751,0.009936
Initialization: 6.929000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.009000
Kernel 1: 0.024000
Kernel 2: 101.594002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000705 1.000000 fi:0.230410. Ave ac:0.006110,0.010887
Initialization: 6.092000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.853000
Kernel 1: 0.025000
Kernel 2: 101.533997
Copyback: 0.018000
Sum: 0.039000
It 3,Best ac:0.001409 1.000000 fi:0.099762. Ave ac:0.005373,0.008988
Initialization: 6.138000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.571000
Kernel 1: 0.025000
Kernel 2: 101.633003
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.001175 1.000000 fi:0.099858. Ave ac:0.004732,0.007844
Initialization: 6.144000
Memcpy Classifiers: 0.540000
Memcpy Instances: 12.463000
Kernel 1: 0.028000
Kernel 2: 104.538002
Copyback: 0.018000
Sum: 0.038000
It 5,Best ac:0.002349 0.909091 fi:0.190291. Ave ac:0.004287,0.009564
Initialization: 7.966000
Memcpy Classifiers: 0.539000
Memcpy Instances: 10.428000
Kernel 1: 0.024000
Kernel 2: 104.658997
Copyback: 0.016000
Sum: 0.031000
It 6,Best ac:0.001409 0.857143 fi:0.242620. Ave ac:0.004011,0.007181
Initialization: 7.975000
Memcpy Classifiers: 0.872000
Memcpy Instances: 13.751000
Kernel 1: 0.027000
Kernel 2: 105.175003
Copyback: 0.018000
Sum: 0.040000
It 7,Best ac:0.001175 1.000000 fi:0.099858. Ave ac:0.003863,0.005825
Initialization: 6.746000
Memcpy Classifiers: 0.522000
Memcpy Instances: 11.876000
Kernel 1: 0.025000
Kernel 2: 103.961998
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.001644 1.000000 fi:0.099667. Ave ac:0.003517,0.007800
Initialization: 7.792000
Memcpy Classifiers: 0.871000
Memcpy Instances: 12.551000
Kernel 1: 0.027000
Kernel 2: 106.274002
Copyback: 0.018000
Sum: 0.040000
It 9,Best ac:0.002114 1.000000 fi:0.099477. Ave ac:0.003299,0.005670
Iteration 10:MDL fitness activated
Error 0.099477 TL 0.038060
MDL Theory Length Weight: 0.8712264749 (1)
Initialization: 8.300000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.785000
Kernel 1: 0.023000
Kernel 2: 103.467003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001175 1.000000 fi:0.125959. Ave ac:0.002856,0.004253
Initialization: 7.183000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.977000
Kernel 1: 0.034000
Kernel 2: 104.655998
Copyback: 0.018000
Sum: 0.039000
It 11,Best ac:0.001175 1.000000 fi:0.137937. Ave ac:0.002975,0.004312
Initialization: 8.263000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.559000
Kernel 1: 0.025000
Kernel 2: 104.956001
Copyback: 0.018000
Sum: 0.042000
It 12,Best ac:0.000939 1.000000 fi:0.132310. Ave ac:0.002419,0.003793
Initialization: 6.035000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.591000
Kernel 1: 0.029000
Kernel 2: 106.103996
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001409 1.000000 fi:0.124838. Ave ac:0.003718,0.007427
Initialization: 6.077000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.349000
Kernel 1: 0.025000
Kernel 2: 107.214996
Copyback: 0.016000
Sum: 0.031000
It 14,Best ac:0.001409 1.000000 fi:0.129366. Ave ac:0.003595,0.004858
Initialization: 7.755000
Memcpy Classifiers: 0.839000
Memcpy Instances: 10.855000
Kernel 1: 0.033000
Kernel 2: 106.320999
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.000939 1.000000 fi:0.133229. Ave ac:0.003484,0.004523
Initialization: 9.240000
Memcpy Classifiers: 0.839000
Memcpy Instances: 12.643000
Kernel 1: 0.024000
Kernel 2: 109.375000
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.000940 1.000000 fi:0.128082. Ave ac:0.003986,0.005422
Initialization: 6.035000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.575000
Kernel 1: 0.025000
Kernel 2: 109.122002
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.002349 1.000000 fi:0.121092. Ave ac:0.003889,0.005419
Initialization: 5.988000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.573000
Kernel 1: 0.025000
Kernel 2: 109.629997
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.002583 1.000000 fi:0.127071. Ave ac:0.002514,0.003329
Initialization: 6.073000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.579000
Kernel 1: 0.025000
Kernel 2: 110.728996
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001175 1.000000 fi:0.127519. Ave ac:0.002663,0.003243
Initialization: 6.119000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.558000
Kernel 1: 0.025000
Kernel 2: 107.917000
Copyback: 0.016000
Sum: 0.029000
It 20,Best ac:0.001409 1.000000 fi:0.125040. Ave ac:0.002631,0.003488
Initialization: 6.617000
Memcpy Classifiers: 0.806000
Memcpy Instances: 13.250000
Kernel 1: 0.030000
Kernel 2: 103.700996
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.000940 1.000000 fi:0.126789. Ave ac:0.002884,0.004512
Initialization: 7.902000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.573000
Kernel 1: 0.025000
Kernel 2: 104.859001
Copyback: 0.016000
Sum: 0.033000
It 22,Best ac:0.000940 1.000000 fi:0.125230. Ave ac:0.002533,0.003438
Initialization: 6.068000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.586000
Kernel 1: 0.025000
Kernel 2: 104.794998
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.002818 1.000000 fi:0.122622. Ave ac:0.002386,0.004942
Initialization: 5.994000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.581000
Kernel 1: 0.025000
Kernel 2: 103.030998
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.000940 1.000000 fi:0.131606. Ave ac:0.002693,0.003752
Initialization: 5.956000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.571000
Kernel 1: 0.025000
Kernel 2: 103.373001
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.001409 1.000000 fi:0.128875. Ave ac:0.002182,0.002539
Initialization: 6.135000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.922000
Kernel 1: 0.024000
Kernel 2: 105.123001
Copyback: 0.018000
Sum: 0.029000
It 26,Best ac:0.001175 1.000000 fi:0.117798. Ave ac:0.003035,0.005641
Initialization: 6.084000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.600000
Kernel 1: 0.024000
Kernel 2: 99.494003
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001409 1.000000 fi:0.125898. Ave ac:0.002482,0.004269
Initialization: 6.043000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.652000
Kernel 1: 0.033000
Kernel 2: 98.302002
Copyback: 0.016000
Sum: 0.032000
It 28,Best ac:0.000940 1.000000 fi:0.125707. Ave ac:0.003209,0.004489
Initialization: 6.982000
Memcpy Classifiers: 0.829000
Memcpy Instances: 11.379000
Kernel 1: 0.025000
Kernel 2: 98.508003
Copyback: 0.020000
Sum: 0.031000
It 29,Best ac:0.001175 1.000000 fi:0.123287. Ave ac:0.002975,0.007894
Initialization: 5.974000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.579000
Kernel 1: 0.024000
Kernel 2: 100.112000
Copyback: 0.022000
Sum: 0.088000
It 30,Best ac:0.000939 1.000000 fi:0.125029. Ave ac:0.002833,0.005595
Initialization: 6.071000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.553000
Kernel 1: 0.023000
Kernel 2: 99.962997
Copyback: 0.018000
Sum: 0.039000
It 31,Best ac:0.000940 1.000000 fi:0.123538. Ave ac:0.002709,0.003903
Initialization: 6.041000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.599000
Kernel 1: 0.023000
Kernel 2: 100.202003
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001175 1.000000 fi:0.121787. Ave ac:0.002920,0.004488
Initialization: 6.046000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.564000
Kernel 1: 0.024000
Kernel 2: 99.670998
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001174 1.000000 fi:0.121356. Ave ac:0.002500,0.004198
Initialization: 24.249001
Memcpy Instances: 426.946991
Memcpy Classifiers: 0.078000
Kernel 1: 0.027000
Kernel 2: 601.921021
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 586.052002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 580.028992
Copyback: 0.364000
Sum: 0.004000
Memcpy Classifiers: 0.114000
Kernel 1: 0.024000
Kernel 2: 594.885986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 560.255005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 565.088989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 606.098999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 593.918030
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 574.840027
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 552.231018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 574.554016
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 361.040985
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001428 0.674058 fi:0.447627. Ave ac:0.002801,0.009934
Best acc 0.001428 0.674058
Rule:Att PSSM_-3_4 is [<-0.230048]|Att PSSM_-3_7 is [-5.805275,-2.054323]|Att PSSM_-2_2 is [<-1.263107]|Att PSSM_-2_13 is [-3.736711,2.731352]|Att PSSM_-1_7 is [-6.146306,-3.253694]|Att PSSM_0_1 is [<6.264630]|Att PSSM_0_12 is [-5.174066,-2.411058]|Att PSSM_1_2 is [<-0.425001]|Att PSSM_1_4 is [-5.128706,-2.300292]|Att PSSM_2_3 is [-5.966320,-0.090735]|Att PSSM_2_15 is [<0.718837]|1
Accuracy : 0.759216
0	1	
160061	4019	
52478	18080	
Removed 325 instances. 212539 Instances left. Acc of rule 0.001113-0.729231
Initialization: 6.279000
Memcpy Classifiers: 0.523000
Memcpy Instances: 12.014000
Kernel 1: 0.030000
Kernel 2: 104.707001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.006066 accuracy2:0.231843
Initialization: 7.322000
Memcpy Classifiers: 0.502000
Memcpy Instances: 12.804000
Kernel 1: 0.027000
Kernel 2: 106.038002
Copyback: 0.018000
Sum: 0.054000
It 0,Best ac:0.000941 0.666667 fi:0.433284. Ave ac:0.006958,0.013256
Initialization: 6.001000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.592000
Kernel 1: 0.024000
Kernel 2: 104.622002
Copyback: 0.018000
Sum: 0.044000
It 1,Best ac:0.000706 1.000000 fi:0.226746. Ave ac:0.006565,0.010959
Initialization: 6.040000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.574000
Kernel 1: 0.024000
Kernel 2: 103.709000
Copyback: 0.016000
Sum: 0.032000
It 2,Best ac:0.001647 1.000000 fi:0.099665. Ave ac:0.007554,0.012985
Initialization: 6.080000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.574000
Kernel 1: 0.025000
Kernel 2: 103.785004
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001176 1.000000 fi:0.099855. Ave ac:0.005860,0.011097
Initialization: 6.037000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.557000
Kernel 1: 0.025000
Kernel 2: 102.959999
Copyback: 0.016000
Sum: 0.033000
It 4,Best ac:0.000706 1.000000 fi:0.226009. Ave ac:0.005294,0.010195
Initialization: 6.029000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.568000
Kernel 1: 0.026000
Kernel 2: 101.042999
Copyback: 0.016000
Sum: 0.033000
It 5,Best ac:0.001647 1.000000 fi:0.099665. Ave ac:0.005439,0.009679
Initialization: 5.998000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.568000
Kernel 1: 0.025000
Kernel 2: 99.781998
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001882 1.000000 fi:0.099569. Ave ac:0.004437,0.007847
Initialization: 6.065000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.545000
Kernel 1: 0.025000
Kernel 2: 98.835999
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.001882 1.000000 fi:0.099568. Ave ac:0.003867,0.006503
Initialization: 6.087000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.551000
Kernel 1: 0.024000
Kernel 2: 95.855003
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001176 1.000000 fi:0.099856. Ave ac:0.003846,0.006685
Initialization: 6.015000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.586000
Kernel 1: 0.023000
Kernel 2: 95.584999
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001176 1.000000 fi:0.099856. Ave ac:0.003314,0.005732
Iteration 10:MDL fitness activated
Error 0.099856 TL 0.044126
MDL Theory Length Weight: 0.7543283636 (3)
Initialization: 5.998000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.563000
Kernel 1: 0.025000
Kernel 2: 92.581001
Copyback: 0.016000
Sum: 0.034000
It 10,Best ac:0.000941 1.000000 fi:0.124238. Ave ac:0.003697,0.005712
Initialization: 5.942000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.570000
Kernel 1: 0.024000
Kernel 2: 93.127998
Copyback: 0.016000
Sum: 0.033000
It 11,Best ac:0.000941 1.000000 fi:0.127548. Ave ac:0.004204,0.005784
Initialization: 7.811000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.550000
Kernel 1: 0.024000
Kernel 2: 90.235001
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.002352 1.000000 fi:0.119994. Ave ac:0.004653,0.007696
Initialization: 6.057000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.582000
Kernel 1: 0.024000
Kernel 2: 87.986000
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000941 1.000000 fi:0.126798. Ave ac:0.004619,0.011428
Initialization: 6.044000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.555000
Kernel 1: 0.024000
Kernel 2: 90.568001
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001176 1.000000 fi:0.131239. Ave ac:0.003318,0.005186
Initialization: 5.998000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.564000
Kernel 1: 0.024000
Kernel 2: 89.503998
Copyback: 0.016000
Sum: 0.027000
It 15,Best ac:0.000941 1.000000 fi:0.118357. Ave ac:0.003552,0.006905
Initialization: 6.033000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.559000
Kernel 1: 0.025000
Kernel 2: 87.525002
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001176 1.000000 fi:0.120288. Ave ac:0.003723,0.006014
Initialization: 6.014000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.562000
Kernel 1: 0.024000
Kernel 2: 87.953003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001646 1.000000 fi:0.124070. Ave ac:0.003318,0.004993
Initialization: 8.663000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.239000
Kernel 1: 0.025000
Kernel 2: 89.447998
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000941 1.000000 fi:0.127283. Ave ac:0.003473,0.006197
Initialization: 8.546000
Memcpy Classifiers: 0.745000
Memcpy Instances: 12.660000
Kernel 1: 0.025000
Kernel 2: 88.068001
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001411 1.000000 fi:0.119084. Ave ac:0.004108,0.009372
Initialization: 5.999000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.618000
Kernel 1: 0.024000
Kernel 2: 83.086998
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001176 1.000000 fi:0.120668. Ave ac:0.003350,0.004317
Initialization: 6.031000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.553000
Kernel 1: 0.023000
Kernel 2: 84.115997
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001411 1.000000 fi:0.112927. Ave ac:0.004270,0.005320
Initialization: 6.047000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.563000
Kernel 1: 0.025000
Kernel 2: 85.682999
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.001412 1.000000 fi:0.118200. Ave ac:0.003795,0.007901
Initialization: 6.083000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.552000
Kernel 1: 0.024000
Kernel 2: 86.988998
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001176 1.000000 fi:0.120177. Ave ac:0.003831,0.007849
Initialization: 6.041000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.561000
Kernel 1: 0.024000
Kernel 2: 85.217003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001411 1.000000 fi:0.112520. Ave ac:0.004226,0.008474
Initialization: 6.059000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.561000
Kernel 1: 0.026000
Kernel 2: 84.977997
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001176 1.000000 fi:0.113604. Ave ac:0.003199,0.006489
Initialization: 6.038000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.585000
Kernel 1: 0.024000
Kernel 2: 85.445000
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.002588 1.000000 fi:0.117314. Ave ac:0.003496,0.006512
Initialization: 6.055000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.563000
Kernel 1: 0.024000
Kernel 2: 87.190002
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000941 1.000000 fi:0.118391. Ave ac:0.003511,0.005949
Initialization: 7.111000
Memcpy Classifiers: 0.399000
Memcpy Instances: 13.292000
Kernel 1: 0.028000
Kernel 2: 86.195000
Copyback: 0.017000
Sum: 0.038000
It 28,Best ac:0.001647 1.000000 fi:0.118093. Ave ac:0.003006,0.004323
Initialization: 6.059000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.967000
Kernel 1: 0.025000
Kernel 2: 87.415001
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001176 1.000000 fi:0.120288. Ave ac:0.002137,0.003895
Initialization: 6.018000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.962000
Kernel 1: 0.024000
Kernel 2: 86.896004
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001176 1.000000 fi:0.112615. Ave ac:0.003192,0.005757
Initialization: 8.174000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.009000
Kernel 1: 0.034000
Kernel 2: 87.773003
Copyback: 0.018000
Sum: 0.040000
It 31,Best ac:0.001176 1.000000 fi:0.119937. Ave ac:0.003192,0.004334
Initialization: 7.693000
Memcpy Classifiers: 0.808000
Memcpy Instances: 9.526000
Kernel 1: 0.025000
Kernel 2: 85.137001
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.000941 1.000000 fi:0.118391. Ave ac:0.002680,0.009636
Initialization: 6.823000
Memcpy Classifiers: 0.725000
Memcpy Instances: 11.404000
Kernel 1: 0.026000
Kernel 2: 84.952003
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001411 1.000000 fi:0.117171. Ave ac:0.002418,0.003256
MDL Theory Length Weight: 0.6788955272 (10)
Initialization: 28.743999
Memcpy Instances: 428.579987
Memcpy Classifiers: 0.069000
Kernel 1: 0.025000
Kernel 2: 499.197998
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 500.799988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 494.065002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 517.835999
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 502.408997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 499.587006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 508.476013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 499.572998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 502.200989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 500.910004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 510.670013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 309.496002
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000922 0.705036 fi:0.411519. Ave ac:0.002325,0.007895
Best acc 0.000922 0.705036
Initialization: 6.072000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.539000
Kernel 1: 0.028000
Kernel 2: 103.783997
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005237 accuracy2:0.235505
Initialization: 6.054000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.597000
Kernel 1: 0.024000
Kernel 2: 102.773003
Copyback: 0.017000
Sum: 0.056000
It 0,Best ac:0.003293 0.933333 fi:0.165661. Ave ac:0.005552,0.009790
Initialization: 6.018000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.642000
Kernel 1: 0.024000
Kernel 2: 103.403999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001176 1.000000 fi:0.099856. Ave ac:0.006432,0.010590
Initialization: 6.129000
Memcpy Classifiers: 0.522000
Memcpy Instances: 11.257000
Kernel 1: 0.023000
Kernel 2: 104.143997
Copyback: 0.016000
Sum: 0.028000
It 2,Best ac:0.000706 1.000000 fi:0.226746. Ave ac:0.003936,0.006379
Initialization: 6.028000
Memcpy Classifiers: 0.502000
Memcpy Instances: 8.568000
Kernel 1: 0.025000
Kernel 2: 103.695999
Copyback: 0.019000
Sum: 0.040000
It 3,Best ac:0.001411 1.000000 fi:0.099760. Ave ac:0.004322,0.007060
Initialization: 6.017000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.556000
Kernel 1: 0.024000
Kernel 2: 99.697998
Copyback: 0.018000
Sum: 0.041000
It 4,Best ac:0.001881 1.000000 fi:0.099569. Ave ac:0.004554,0.009136
Initialization: 6.067000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.586000
Kernel 1: 0.025000
Kernel 2: 100.318001
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001176 1.000000 fi:0.099855. Ave ac:0.005338,0.009737
Initialization: 7.561000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.565000
Kernel 1: 0.025000
Kernel 2: 100.762001
Copyback: 0.016000
Sum: 0.032000
It 6,Best ac:0.000941 1.000000 fi:0.099951. Ave ac:0.005940,0.011711
Initialization: 5.899000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.603000
Kernel 1: 0.023000
Kernel 2: 100.379997
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001411 1.000000 fi:0.099760. Ave ac:0.006311,0.011723
Initialization: 6.025000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.573000
Kernel 1: 0.025000
Kernel 2: 99.385002
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.000941 1.000000 fi:0.099951. Ave ac:0.005978,0.010019
Initialization: 6.050000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.619000
Kernel 1: 0.022000
Kernel 2: 100.998001
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001646 1.000000 fi:0.099665. Ave ac:0.004592,0.007425
Iteration 10:MDL fitness activated
Error 0.099665 TL 0.029084
MDL Theory Length Weight: 1.1422721761 (6)
Initialization: 6.012000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.539000
Kernel 1: 0.025000
Kernel 2: 102.116997
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.000941 1.000000 fi:0.138904. Ave ac:0.004223,0.008865
Initialization: 6.042000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.558000
Kernel 1: 0.025000
Kernel 2: 101.232002
Copyback: 0.372000
Sum: 0.030000
It 11,Best ac:0.000941 1.000000 fi:0.134056. Ave ac:0.003787,0.008194
Initialization: 6.033000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.539000
Kernel 1: 0.025000
Kernel 2: 99.540001
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000941 1.000000 fi:0.132721. Ave ac:0.004117,0.008855
Initialization: 6.046000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.567000
Kernel 1: 0.025000
Kernel 2: 98.239998
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.000941 1.000000 fi:0.143684. Ave ac:0.003572,0.006449
Initialization: 6.020000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.569000
Kernel 1: 0.025000
Kernel 2: 98.636002
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000941 1.000000 fi:0.126112. Ave ac:0.004250,0.006167
Initialization: 6.028000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.576000
Kernel 1: 0.025000
Kernel 2: 95.859001
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.000941 1.000000 fi:0.133000. Ave ac:0.003715,0.007360
Initialization: 6.029000
Memcpy Classifiers: 0.478000
Memcpy Instances: 8.571000
Kernel 1: 0.023000
Kernel 2: 95.339996
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.003529 1.000000 fi:0.120588. Ave ac:0.003981,0.008690
Initialization: 6.031000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.573000
Kernel 1: 0.024000
Kernel 2: 92.749001
Copyback: 0.017000
Sum: 0.039000
It 17,Best ac:0.002353 1.000000 fi:0.120782. Ave ac:0.003891,0.011438
Initialization: 6.071000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.580000
Kernel 1: 0.025000
Kernel 2: 89.093002
Copyback: 0.017000
Sum: 0.036000
It 18,Best ac:0.001176 1.000000 fi:0.125013. Ave ac:0.003015,0.004797
Initialization: 6.026000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.552000
Kernel 1: 0.025000
Kernel 2: 88.617996
Copyback: 0.018000
Sum: 0.038000
It 19,Best ac:0.000941 1.000000 fi:0.119482. Ave ac:0.003667,0.009740
Initialization: 6.158000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.556000
Kernel 1: 0.022000
Kernel 2: 87.553001
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001647 1.000000 fi:0.123127. Ave ac:0.003073,0.006563
Initialization: 6.100000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.589000
Kernel 1: 0.024000
Kernel 2: 86.704002
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001176 1.000000 fi:0.125250. Ave ac:0.003810,0.010675
Initialization: 6.044000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.558000
Kernel 1: 0.024000
Kernel 2: 86.282997
Copyback: 0.016000
Sum: 0.032000
It 22,Best ac:0.000941 1.000000 fi:0.130517. Ave ac:0.004074,0.009129
Initialization: 6.058000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.684000
Kernel 1: 0.024000
Kernel 2: 86.529999
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001882 1.000000 fi:0.125477. Ave ac:0.002713,0.005322
Initialization: 6.053000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.575000
Kernel 1: 0.025000
Kernel 2: 89.911003
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001882 1.000000 fi:0.122139. Ave ac:0.003368,0.007736
Initialization: 6.023000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.560000
Kernel 1: 0.024000
Kernel 2: 87.279999
Copyback: 0.018000
Sum: 0.027000
It 25,Best ac:0.002588 1.000000 fi:0.119800. Ave ac:0.002524,0.006179
Initialization: 6.051000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.544000
Kernel 1: 0.024000
Kernel 2: 85.101997
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001176 1.000000 fi:0.127009. Ave ac:0.002363,0.005323
Initialization: 6.018000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.569000
Kernel 1: 0.025000
Kernel 2: 87.532997
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001647 1.000000 fi:0.122089. Ave ac:0.003446,0.010290
Initialization: 6.016000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.538000
Kernel 1: 0.025000
Kernel 2: 81.683998
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001412 1.000000 fi:0.116724. Ave ac:0.002848,0.009702
Initialization: 5.915000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.590000
Kernel 1: 0.023000
Kernel 2: 81.146004
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001176 1.000000 fi:0.133960. Ave ac:0.002016,0.004880
Initialization: 6.035000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.552000
Kernel 1: 0.024000
Kernel 2: 82.544998
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001176 1.000000 fi:0.120190. Ave ac:0.003281,0.007743
Initialization: 6.066000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.541000
Kernel 1: 0.025000
Kernel 2: 82.931999
Copyback: 0.018000
Sum: 0.040000
It 31,Best ac:0.000941 1.000000 fi:0.123127. Ave ac:0.003369,0.008208
Initialization: 6.015000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.545000
Kernel 1: 0.030000
Kernel 2: 80.847000
Copyback: 0.016000
Sum: 0.034000
It 32,Best ac:0.002117 1.000000 fi:0.119748. Ave ac:0.002567,0.006042
Initialization: 6.011000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.578000
Kernel 1: 0.024000
Kernel 2: 81.748001
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.001647 1.000000 fi:0.118201. Ave ac:0.003248,0.009113
Initialization: 26.021999
Memcpy Instances: 427.330994
Memcpy Classifiers: 0.070000
Kernel 1: 0.029000
Kernel 2: 496.578003
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 495.432007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 484.989014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 482.912994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 493.240997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 486.588989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 492.153992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 486.157013
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.098000
Kernel 1: 0.021000
Kernel 2: 487.359009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 487.424011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 491.325989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 294.365997
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001059 0.745033 fi:0.378046. Ave ac:0.002686,0.012081
Best acc 0.001059 0.745033
Rule:Att PSSM_-4_16 is [>-1.778010]|Att PSSM_-1_15 is [<-0.729617]|Att PSSM_0_1 is [>4.308682]|Att PSSM_0_11 is [-6.481242,2.022749]|Att PSSM_3_12 is [<0.331869]|Att PSSM_3_13 is [>-0.118031]|Att PSSM_4_2 is [<-1.600291]|1
Accuracy : 0.759847
0	1	
159984	4096	
52253	18305	
Removed 302 instances. 212237 Instances left. Acc of rule 0.001059-0.745033
Initialization: 7.554000
Memcpy Classifiers: 0.792000
Memcpy Instances: 10.869000
Kernel 1: 0.027000
Kernel 2: 104.057999
Copyback: 0.018000
Sum: 0.053000
Initial population average accuracy1:0.005579 accuracy2:0.233844
Initialization: 6.154000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.188000
Kernel 1: 0.024000
Kernel 2: 105.607002
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.000707 1.000000 fi:0.223046. Ave ac:0.006423,0.010040
Initialization: 6.296000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.924000
Kernel 1: 0.034000
Kernel 2: 103.539001
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001178 0.833333 fi:0.266520. Ave ac:0.006618,0.011065
Initialization: 6.805000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.499000
Kernel 1: 0.024000
Kernel 2: 102.825996
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000707 1.000000 fi:0.223046. Ave ac:0.006413,0.010435
Initialization: 6.054000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.530000
Kernel 1: 0.025000
Kernel 2: 103.135002
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000707 1.000000 fi:0.223046. Ave ac:0.005938,0.009053
Initialization: 8.507000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.927000
Kernel 1: 0.024000
Kernel 2: 104.295998
Copyback: 0.018000
Sum: 0.038000
It 4,Best ac:0.000707 1.000000 fi:0.223046. Ave ac:0.006885,0.009281
Initialization: 7.138000
Memcpy Classifiers: 0.490000
Memcpy Instances: 8.620000
Kernel 1: 0.023000
Kernel 2: 103.193001
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.000707 1.000000 fi:0.223046. Ave ac:0.007681,0.012205
Initialization: 7.829000
Memcpy Classifiers: 0.614000
Memcpy Instances: 9.869000
Kernel 1: 0.025000
Kernel 2: 103.407997
Copyback: 0.018000
Sum: 0.042000
It 6,Best ac:0.002356 0.909091 fi:0.190283. Ave ac:0.006935,0.011276
Initialization: 7.603000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.674000
Kernel 1: 0.032000
Kernel 2: 103.281998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001413 1.000000 fi:0.099758. Ave ac:0.005721,0.009053
Initialization: 7.885000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.588000
Kernel 1: 0.023000
Kernel 2: 102.046997
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.000942 1.000000 fi:0.099950. Ave ac:0.004176,0.007035
Initialization: 7.072000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.737000
Kernel 1: 0.034000
Kernel 2: 101.202003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.002591 1.000000 fi:0.099278. Ave ac:0.003862,0.005964
Iteration 10:MDL fitness activated
Error 0.099278 TL 0.039225
MDL Theory Length Weight: 0.8436681385 (1)
Initialization: 6.066000
Memcpy Classifiers: 0.481000
Memcpy Instances: 8.577000
Kernel 1: 0.023000
Kernel 2: 102.539001
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001178 1.000000 fi:0.129711. Ave ac:0.003960,0.006043
Initialization: 6.010000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.557000
Kernel 1: 0.024000
Kernel 2: 101.292000
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.001178 1.000000 fi:0.127867. Ave ac:0.003057,0.005317
Initialization: 7.150000
Memcpy Classifiers: 0.471000
Memcpy Instances: 10.137000
Kernel 1: 0.024000
Kernel 2: 101.237000
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000943 1.000000 fi:0.133805. Ave ac:0.003345,0.004757
Initialization: 8.556000
Memcpy Classifiers: 0.685000
Memcpy Instances: 10.809000
Kernel 1: 0.023000
Kernel 2: 102.360001
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000942 1.000000 fi:0.128593. Ave ac:0.003014,0.003730
Initialization: 6.458000
Memcpy Classifiers: 0.450000
Memcpy Instances: 13.170000
Kernel 1: 0.027000
Kernel 2: 103.544998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001885 1.000000 fi:0.128992. Ave ac:0.002861,0.003566
Initialization: 7.087000
Memcpy Classifiers: 0.655000
Memcpy Instances: 12.065000
Kernel 1: 0.027000
Kernel 2: 103.202003
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001413 1.000000 fi:0.129836. Ave ac:0.001959,0.002425
Initialization: 6.247000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.634000
Kernel 1: 0.025000
Kernel 2: 103.247002
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.001413 1.000000 fi:0.133685. Ave ac:0.002353,0.002952
Initialization: 8.264000
Memcpy Classifiers: 0.522000
Memcpy Instances: 10.174000
Kernel 1: 0.033000
Kernel 2: 103.306000
Copyback: 0.017000
Sum: 0.042000
It 17,Best ac:0.001413 1.000000 fi:0.129031. Ave ac:0.001977,0.002206
Initialization: 6.079000
Memcpy Classifiers: 0.506000
Memcpy Instances: 13.063000
Kernel 1: 0.027000
Kernel 2: 99.334999
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001178 1.000000 fi:0.127941. Ave ac:0.002241,0.003071
Initialization: 7.910000
Memcpy Classifiers: 0.664000
Memcpy Instances: 9.173000
Kernel 1: 0.024000
Kernel 2: 101.603996
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.000943 1.000000 fi:0.126837. Ave ac:0.003179,0.004214
Initialization: 6.047000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.597000
Kernel 1: 0.024000
Kernel 2: 103.263000
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001649 1.000000 fi:0.129020. Ave ac:0.002488,0.003037
Initialization: 6.096000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.889000
Kernel 1: 0.024000
Kernel 2: 98.714996
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001178 1.000000 fi:0.123788. Ave ac:0.002167,0.003284
Initialization: 7.244000
Memcpy Classifiers: 0.787000
Memcpy Instances: 8.545000
Kernel 1: 0.024000
Kernel 2: 96.963997
Copyback: 0.017000
Sum: 0.045000
It 22,Best ac:0.001413 1.000000 fi:0.126200. Ave ac:0.003103,0.003846
Initialization: 7.351000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.149000
Kernel 1: 0.033000
Kernel 2: 96.122002
Copyback: 0.038000
Sum: 0.032000
It 23,Best ac:0.001413 1.000000 fi:0.131477. Ave ac:0.001912,0.002472
Initialization: 7.937000
Memcpy Classifiers: 0.639000
Memcpy Instances: 12.103000
Kernel 1: 0.030000
Kernel 2: 95.682999
Copyback: 0.018000
Sum: 0.041000
It 24,Best ac:0.001413 1.000000 fi:0.129250. Ave ac:0.002851,0.003519
Initialization: 6.339000
Memcpy Classifiers: 0.470000
Memcpy Instances: 12.288000
Kernel 1: 0.027000
Kernel 2: 96.106003
Copyback: 0.016000
Sum: 0.032000
It 25,Best ac:0.002120 1.000000 fi:0.124741. Ave ac:0.002530,0.003557
Initialization: 6.376000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.539000
Kernel 1: 0.025000
Kernel 2: 92.751999
Copyback: 0.018000
Sum: 0.041000
It 26,Best ac:0.001178 1.000000 fi:0.117314. Ave ac:0.002098,0.003240
Initialization: 8.504000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.388000
Kernel 1: 0.027000
Kernel 2: 95.276001
Copyback: 0.018000
Sum: 0.043000
It 27,Best ac:0.000942 1.000000 fi:0.121068. Ave ac:0.002663,0.003766
Initialization: 6.432000
Memcpy Classifiers: 0.523000
Memcpy Instances: 13.329000
Kernel 1: 0.023000
Kernel 2: 96.209000
Copyback: 0.017000
Sum: 0.038000
It 28,Best ac:0.000942 1.000000 fi:0.129034. Ave ac:0.002515,0.004078
Initialization: 6.087000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.532000
Kernel 1: 0.023000
Kernel 2: 96.551003
Copyback: 0.016000
Sum: 0.031000
It 29,Best ac:0.002591 1.000000 fi:0.125656. Ave ac:0.002400,0.004606
Initialization: 7.377000
Memcpy Classifiers: 0.613000
Memcpy Instances: 10.950000
Kernel 1: 0.025000
Kernel 2: 96.334000
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000942 1.000000 fi:0.124169. Ave ac:0.002686,0.003528
Initialization: 6.128000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.203000
Kernel 1: 0.024000
Kernel 2: 94.167000
Copyback: 0.018000
Sum: 0.031000
It 31,Best ac:0.002120 1.000000 fi:0.121274. Ave ac:0.003030,0.004183
Initialization: 6.677000
Memcpy Classifiers: 0.479000
Memcpy Instances: 11.340000
Kernel 1: 0.023000
Kernel 2: 95.496002
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.000943 1.000000 fi:0.132941. Ave ac:0.001873,0.002485
Initialization: 8.688000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.631000
Kernel 1: 0.023000
Kernel 2: 92.836998
Copyback: 0.018000
Sum: 0.039000
It 33,Best ac:0.000942 1.000000 fi:0.123884. Ave ac:0.002841,0.004863
Initialization: 27.434000
Memcpy Instances: 472.042999
Memcpy Classifiers: 0.098000
Kernel 1: 0.029000
Kernel 2: 536.901001
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 533.007019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 510.997986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 530.796021
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.113000
Kernel 1: 0.023000
Kernel 2: 519.598999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 520.664978
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 520.424988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 541.544006
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 537.150024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 528.172974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 513.854004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 239.326004
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001607 0.698770 fi:0.430987. Ave ac:0.002664,0.009022
Best acc 0.001607 0.698770
Initialization: 6.132000
Memcpy Classifiers: 0.548000
Memcpy Instances: 9.094000
Kernel 1: 0.024000
Kernel 2: 105.098999
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.005116 accuracy2:0.227455
Initialization: 6.749000
Memcpy Classifiers: 0.885000
Memcpy Instances: 13.653000
Kernel 1: 0.028000
Kernel 2: 104.891998
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.000943 1.000000 fi:0.099950. Ave ac:0.005975,0.010176
Initialization: 6.023000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.572000
Kernel 1: 0.024000
Kernel 2: 103.124001
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.001178 1.000000 fi:0.099854. Ave ac:0.006440,0.010059
Initialization: 8.046000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.549000
Kernel 1: 0.025000
Kernel 2: 99.466003
Copyback: 0.018000
Sum: 0.041000
It 2,Best ac:0.001178 1.000000 fi:0.099854. Ave ac:0.005190,0.007859
Initialization: 7.757000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.554000
Kernel 1: 0.024000
Kernel 2: 102.004997
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001178 1.000000 fi:0.099854. Ave ac:0.004705,0.008241
Initialization: 7.784000
Memcpy Classifiers: 0.590000
Memcpy Instances: 9.878000
Kernel 1: 0.023000
Kernel 2: 99.672997
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001178 1.000000 fi:0.099854. Ave ac:0.003360,0.004885
Initialization: 6.024000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.557000
Kernel 1: 0.026000
Kernel 2: 100.260002
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.000942 1.000000 fi:0.099950. Ave ac:0.004183,0.007684
Initialization: 6.096000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.311000
Kernel 1: 0.024000
Kernel 2: 99.803001
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001649 1.000000 fi:0.099662. Ave ac:0.004016,0.006093
Initialization: 6.153000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.957000
Kernel 1: 0.023000
Kernel 2: 99.592003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001178 1.000000 fi:0.099854. Ave ac:0.004045,0.007223
Initialization: 6.074000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.761000
Kernel 1: 0.025000
Kernel 2: 96.250999
Copyback: 0.017000
Sum: 0.026000
It 8,Best ac:0.001649 1.000000 fi:0.099662. Ave ac:0.004107,0.006303
Initialization: 6.040000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.328000
Kernel 1: 0.025000
Kernel 2: 99.373001
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001414 1.000000 fi:0.099758. Ave ac:0.003547,0.004662
Iteration 10:MDL fitness activated
Error 0.099758 TL 0.052938
MDL Theory Length Weight: 0.6281356540 (4)
Initialization: 5.936000
Memcpy Classifiers: 0.492000
Memcpy Instances: 11.466000
Kernel 1: 0.033000
Kernel 2: 97.324997
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.001649 1.000000 fi:0.115964. Ave ac:0.003230,0.004795
Initialization: 6.269000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.099000
Kernel 1: 0.024000
Kernel 2: 95.691002
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.001413 1.000000 fi:0.117586. Ave ac:0.003260,0.004730
Initialization: 6.092000
Memcpy Classifiers: 0.519000
Memcpy Instances: 9.915000
Kernel 1: 0.038000
Kernel 2: 97.007004
Copyback: 0.019000
Sum: 0.042000
It 12,Best ac:0.001178 1.000000 fi:0.118949. Ave ac:0.003537,0.005404
Initialization: 6.080000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.083000
Kernel 1: 0.025000
Kernel 2: 99.567001
Copyback: 0.020000
Sum: 0.050000
It 13,Best ac:0.000942 1.000000 fi:0.114858. Ave ac:0.002884,0.005831
Initialization: 5.976000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.807000
Kernel 1: 0.024000
Kernel 2: 95.502998
Copyback: 0.018000
Sum: 0.042000
It 14,Best ac:0.000943 1.000000 fi:0.121203. Ave ac:0.003028,0.005295
Initialization: 6.111000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.020000
Kernel 1: 0.024000
Kernel 2: 97.014999
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.001178 1.000000 fi:0.119239. Ave ac:0.002720,0.003592
Initialization: 7.547000
Memcpy Classifiers: 0.743000
Memcpy Instances: 12.215000
Kernel 1: 0.026000
Kernel 2: 100.956001
Copyback: 0.018000
Sum: 0.043000
It 16,Best ac:0.001178 1.000000 fi:0.120576. Ave ac:0.002753,0.004090
Initialization: 6.164000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.193000
Kernel 1: 0.025000
Kernel 2: 102.764999
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000942 1.000000 fi:0.118993. Ave ac:0.002652,0.003711
Initialization: 6.820000
Memcpy Classifiers: 0.461000
Memcpy Instances: 9.264000
Kernel 1: 0.024000
Kernel 2: 100.003998
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.000943 1.000000 fi:0.116252. Ave ac:0.002976,0.003910
Initialization: 6.076000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.558000
Kernel 1: 0.024000
Kernel 2: 99.273003
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001414 1.000000 fi:0.116800. Ave ac:0.002253,0.003062
Initialization: 6.483000
Memcpy Classifiers: 0.660000
Memcpy Instances: 9.743000
Kernel 1: 0.024000
Kernel 2: 100.024002
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001885 1.000000 fi:0.116288. Ave ac:0.002317,0.003126
Initialization: 5.980000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.530000
Kernel 1: 0.022000
Kernel 2: 100.485001
Copyback: 0.016000
Sum: 0.030000
It 21,Best ac:0.000942 1.000000 fi:0.116414. Ave ac:0.002623,0.003649
Initialization: 6.624000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.569000
Kernel 1: 0.024000
Kernel 2: 98.106003
Copyback: 0.018000
Sum: 0.039000
It 22,Best ac:0.001414 1.000000 fi:0.116642. Ave ac:0.002369,0.003581
MDL Theory Length Weight: 0.5653220886 (10)
Initialization: 6.177000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.148000
Kernel 1: 0.025000
Kernel 2: 97.503998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001649 1.000000 fi:0.116047. Ave ac:0.002640,0.004186
Initialization: 7.917000
Memcpy Classifiers: 0.673000
Memcpy Instances: 10.867000
Kernel 1: 0.026000
Kernel 2: 95.744003
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000942 1.000000 fi:0.117759. Ave ac:0.002049,0.002977
Initialization: 7.884000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.552000
Kernel 1: 0.025000
Kernel 2: 95.977997
Copyback: 0.018000
Sum: 0.041000
It 25,Best ac:0.000942 1.000000 fi:0.114754. Ave ac:0.002347,0.002817
Initialization: 7.597000
Memcpy Classifiers: 0.590000
Memcpy Instances: 9.827000
Kernel 1: 0.024000
Kernel 2: 96.456001
Copyback: 0.018000
Sum: 0.040000
It 26,Best ac:0.002591 1.000000 fi:0.115120. Ave ac:0.002607,0.003714
Initialization: 8.613000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.197000
Kernel 1: 0.022000
Kernel 2: 96.544998
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.001414 1.000000 fi:0.114292. Ave ac:0.003295,0.004075
Initialization: 6.113000
Memcpy Classifiers: 0.752000
Memcpy Instances: 10.730000
Kernel 1: 0.025000
Kernel 2: 100.217003
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001178 1.000000 fi:0.115315. Ave ac:0.002770,0.003315
Initialization: 6.041000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.545000
Kernel 1: 0.024000
Kernel 2: 97.865997
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.002356 1.000000 fi:0.115660. Ave ac:0.002858,0.003652
Initialization: 7.063000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.570000
Kernel 1: 0.024000
Kernel 2: 98.322998
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.002591 1.000000 fi:0.114453. Ave ac:0.001981,0.003035
Initialization: 6.197000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.538000
Kernel 1: 0.025000
Kernel 2: 93.834999
Copyback: 0.018000
Sum: 0.034000
It 31,Best ac:0.001178 1.000000 fi:0.114380. Ave ac:0.002086,0.003752
Initialization: 7.035000
Memcpy Classifiers: 0.607000
Memcpy Instances: 10.963000
Kernel 1: 0.025000
Kernel 2: 90.638000
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.002591 1.000000 fi:0.111740. Ave ac:0.002301,0.002865
Initialization: 9.231000
Memcpy Classifiers: 0.672000
Memcpy Instances: 10.965000
Kernel 1: 0.024000
Kernel 2: 89.734001
Copyback: 0.018000
Sum: 0.037000
It 33,Best ac:0.001413 1.000000 fi:0.114118. Ave ac:0.002167,0.003121
Initialization: 27.976999
Memcpy Instances: 423.981995
Memcpy Classifiers: 0.076000
Kernel 1: 0.027000
Kernel 2: 520.833008
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 534.802979
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 517.018005
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.018000
Kernel 2: 536.877014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 526.174011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 520.291016
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 530.067993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 545.526978
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 529.817993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 549.554016
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 519.760010
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 222.371994
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001140 0.742331 fi:0.372734. Ave ac:0.002466,0.008614
Best acc 0.001140 0.742331
Rule:Att PSSM_-4_5 is [-2.854965,7.944047]|Att PSSM_0_7 is [-6.938906,-3.061094]|Att PSSM_0_8 is [<2.788164]|Att PSSM_0_20 is [>-0.477857]|Att PSSM_1_11 is [-3.325907,4.621232]|Att PSSM_1_12 is [-6.295271,-1.704729]|Att PSSM_2_7 is [-6.393054,3.153337]|Att PSSM_2_20 is [-1.269884,6.480013]|Att PSSM_4_6 is [-4.983195,-1.207238]|Att PSSM_4_20 is [<4.874668]|1
Accuracy : 0.760520
0	1	
159900	4180	
52011	18547	
Removed 326 instances. 211911 Instances left. Acc of rule 0.001140-0.742331
Initialization: 6.069000
Memcpy Classifiers: 0.596000
Memcpy Instances: 8.552000
Kernel 1: 0.026000
Kernel 2: 104.292000
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.004853 accuracy2:0.221021
Initialization: 5.997000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.539000
Kernel 1: 0.025000
Kernel 2: 102.676003
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.002124 0.750000 fi:0.349465. Ave ac:0.005707,0.010414
Initialization: 5.895000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.548000
Kernel 1: 0.024000
Kernel 2: 103.128998
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001180 0.833333 fi:0.266518. Ave ac:0.006226,0.012291
Initialization: 6.065000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.541000
Kernel 1: 0.026000
Kernel 2: 99.744003
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.000944 0.800000 fi:0.299948. Ave ac:0.005812,0.011309
Initialization: 6.062000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.558000
Kernel 1: 0.023000
Kernel 2: 101.330002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001180 1.000000 fi:0.099851. Ave ac:0.006061,0.011993
Initialization: 6.020000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.526000
Kernel 1: 0.025000
Kernel 2: 98.225998
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001416 1.000000 fi:0.099755. Ave ac:0.005042,0.008552
Initialization: 6.063000
Memcpy Classifiers: 0.481000
Memcpy Instances: 8.535000
Kernel 1: 0.025000
Kernel 2: 100.428001
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.001416 1.000000 fi:0.099755. Ave ac:0.005184,0.008020
Initialization: 6.012000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.602000
Kernel 1: 0.028000
Kernel 2: 102.347000
Copyback: 0.016000
Sum: 0.031000
It 6,Best ac:0.002360 1.000000 fi:0.099369. Ave ac:0.004408,0.008910
Initialization: 6.986000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.646000
Kernel 1: 0.024000
Kernel 2: 101.139999
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001416 1.000000 fi:0.099755. Ave ac:0.003743,0.007576
Initialization: 7.027000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.409000
Kernel 1: 0.026000
Kernel 2: 102.964996
Copyback: 0.017000
Sum: 0.041000
It 8,Best ac:0.000708 1.000000 fi:0.219310. Ave ac:0.002748,0.006080
Initialization: 5.894000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.539000
Kernel 1: 0.024000
Kernel 2: 102.107002
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.001416 1.000000 fi:0.099755. Ave ac:0.003756,0.006309
Iteration 10:MDL fitness activated
Error 0.099755 TL 0.029300
MDL Theory Length Weight: 1.1348563306 (4)
Initialization: 6.050000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.552000
Kernel 1: 0.025000
Kernel 2: 103.212997
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.000944 1.000000 fi:0.140733. Ave ac:0.003288,0.005688
Initialization: 6.078000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.536000
Kernel 1: 0.024000
Kernel 2: 103.558998
Copyback: 0.016000
Sum: 0.036000
It 11,Best ac:0.001180 1.000000 fi:0.132697. Ave ac:0.003162,0.004770
Initialization: 6.029000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.513000
Kernel 1: 0.026000
Kernel 2: 104.476997
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.000944 1.000000 fi:0.140179. Ave ac:0.003465,0.005572
Initialization: 6.048000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.519000
Kernel 1: 0.026000
Kernel 2: 102.158997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000944 1.000000 fi:0.136078. Ave ac:0.003322,0.006331
Initialization: 6.028000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.540000
Kernel 1: 0.025000
Kernel 2: 102.782997
Copyback: 0.018000
Sum: 0.059000
It 14,Best ac:0.001180 1.000000 fi:0.124267. Ave ac:0.003749,0.006867
Initialization: 6.006000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.537000
Kernel 1: 0.025000
Kernel 2: 101.259003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.000944 1.000000 fi:0.133183. Ave ac:0.003470,0.006331
Initialization: 6.047000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.535000
Kernel 1: 0.025000
Kernel 2: 99.218002
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.001180 1.000000 fi:0.134083. Ave ac:0.003364,0.005718
Initialization: 6.060000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.532000
Kernel 1: 0.025000
Kernel 2: 98.253998
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001180 1.000000 fi:0.124281. Ave ac:0.003640,0.006575
Initialization: 5.990000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.561000
Kernel 1: 0.024000
Kernel 2: 95.236000
Copyback: 0.016000
Sum: 0.031000
It 18,Best ac:0.001416 1.000000 fi:0.138091. Ave ac:0.003370,0.007071
Initialization: 5.990000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.088000
Kernel 1: 0.023000
Kernel 2: 96.463997
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.000944 1.000000 fi:0.130197. Ave ac:0.002995,0.007304
Initialization: 6.370000
Memcpy Classifiers: 0.745000
Memcpy Instances: 11.170000
Kernel 1: 0.023000
Kernel 2: 99.028999
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.002595 1.000000 fi:0.129571. Ave ac:0.003460,0.006008
Initialization: 6.105000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.960000
Kernel 1: 0.024000
Kernel 2: 93.719002
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001180 1.000000 fi:0.135429. Ave ac:0.002320,0.004318
Initialization: 6.251000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.512000
Kernel 1: 0.024000
Kernel 2: 92.940002
Copyback: 0.019000
Sum: 0.038000
It 22,Best ac:0.001180 1.000000 fi:0.130942. Ave ac:0.002791,0.007421
Initialization: 6.147000
Memcpy Classifiers: 0.388000
Memcpy Instances: 8.516000
Kernel 1: 0.025000
Kernel 2: 93.917000
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001415 1.000000 fi:0.133059. Ave ac:0.002499,0.003457
MDL Theory Length Weight: 1.0213706975 (10)
Initialization: 6.016000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.530000
Kernel 1: 0.025000
Kernel 2: 92.503998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001651 1.000000 fi:0.124016. Ave ac:0.002663,0.003662
Initialization: 6.002000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.552000
Kernel 1: 0.024000
Kernel 2: 91.726997
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001416 1.000000 fi:0.122286. Ave ac:0.002704,0.003821
Initialization: 6.165000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.516000
Kernel 1: 0.025000
Kernel 2: 89.828003
Copyback: 0.017000
Sum: 0.036000
It 26,Best ac:0.001180 1.000000 fi:0.127381. Ave ac:0.002774,0.004326
Initialization: 6.496000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.290000
Kernel 1: 0.026000
Kernel 2: 87.748001
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001888 1.000000 fi:0.126986. Ave ac:0.002331,0.005643
Initialization: 8.510000
Memcpy Classifiers: 0.462000
Memcpy Instances: 10.972000
Kernel 1: 0.034000
Kernel 2: 90.320000
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000944 1.000000 fi:0.122785. Ave ac:0.002413,0.006778
Initialization: 7.828000
Memcpy Classifiers: 0.648000
Memcpy Instances: 12.971000
Kernel 1: 0.027000
Kernel 2: 88.749001
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.001180 1.000000 fi:0.121867. Ave ac:0.002486,0.004206
Initialization: 6.950000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.604000
Kernel 1: 0.024000
Kernel 2: 87.419998
Copyback: 0.021000
Sum: 0.031000
It 30,Best ac:0.001180 1.000000 fi:0.125983. Ave ac:0.002487,0.004287
Initialization: 7.738000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.143000
Kernel 1: 0.033000
Kernel 2: 89.334000
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001416 1.000000 fi:0.122683. Ave ac:0.002788,0.003719
Initialization: 8.380000
Memcpy Classifiers: 0.384000
Memcpy Instances: 12.945000
Kernel 1: 0.027000
Kernel 2: 88.015999
Copyback: 0.371000
Sum: 0.029000
It 32,Best ac:0.001416 1.000000 fi:0.126080. Ave ac:0.002183,0.003076
Initialization: 7.185000
Memcpy Classifiers: 0.570000
Memcpy Instances: 8.794000
Kernel 1: 0.035000
Kernel 2: 87.876999
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.000944 1.000000 fi:0.127084. Ave ac:0.002936,0.004533
Initialization: 27.330000
Memcpy Instances: 521.908020
Memcpy Classifiers: 0.078000
Kernel 1: 0.026000
Kernel 2: 505.527008
Copyback: 0.016000
Sum: 0.019000
Memcpy Classifiers: 0.110000
Kernel 1: 0.023000
Kernel 2: 508.273010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.018000
Kernel 2: 501.488007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 520.231018
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.110000
Kernel 1: 0.023000
Kernel 2: 510.941010
Copyback: 0.020000
Sum: 0.005000
Memcpy Classifiers: 0.110000
Kernel 1: 0.028000
Kernel 2: 516.343018
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.015000
Kernel 2: 526.521973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.022000
Kernel 2: 548.841980
Copyback: 0.020000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.018000
Kernel 2: 505.734985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 539.504028
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.021000
Kernel 2: 507.368988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 218.563004
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001151 0.691218 fi:0.438618. Ave ac:0.003228,0.011936
Best acc 0.001151 0.691218
Initialization: 6.555000
Memcpy Classifiers: 0.544000
Memcpy Instances: 11.958000
Kernel 1: 0.026000
Kernel 2: 104.058998
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.005662 accuracy2:0.255900
Initialization: 6.155000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.643000
Kernel 1: 0.024000
Kernel 2: 104.805000
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.000944 0.800000 fi:0.299948. Ave ac:0.005975,0.009410
Initialization: 7.837000
Memcpy Classifiers: 0.904000
Memcpy Instances: 11.749000
Kernel 1: 0.027000
Kernel 2: 104.433998
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.001888 0.727273 fi:0.372289. Ave ac:0.006462,0.012567
Initialization: 6.652000
Memcpy Classifiers: 0.504000
Memcpy Instances: 10.480000
Kernel 1: 0.024000
Kernel 2: 103.300003
Copyback: 0.016000
Sum: 0.033000
It 2,Best ac:0.000708 1.000000 fi:0.219310. Ave ac:0.006401,0.012378
Initialization: 7.019000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.661000
Kernel 1: 0.023000
Kernel 2: 101.031998
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.000944 1.000000 fi:0.099948. Ave ac:0.005243,0.008162
Initialization: 6.766000
Memcpy Classifiers: 0.708000
Memcpy Instances: 12.125000
Kernel 1: 0.028000
Kernel 2: 98.355003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000944 1.000000 fi:0.099948. Ave ac:0.004762,0.008788
Initialization: 7.616000
Memcpy Classifiers: 0.665000
Memcpy Instances: 12.087000
Kernel 1: 0.027000
Kernel 2: 96.075996
Copyback: 0.018000
Sum: 0.036000
It 5,Best ac:0.002596 0.916667 fi:0.182606. Ave ac:0.004649,0.007781
Initialization: 8.981000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.336000
Kernel 1: 0.024000
Kernel 2: 95.163002
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001180 1.000000 fi:0.099852. Ave ac:0.004549,0.007225
Initialization: 5.988000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.524000
Kernel 1: 0.025000
Kernel 2: 94.344002
Copyback: 0.016000
Sum: 0.034000
It 7,Best ac:0.001651 1.000000 fi:0.099659. Ave ac:0.004298,0.007216
Initialization: 7.055000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.729000
Kernel 1: 0.035000
Kernel 2: 89.085999
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001416 1.000000 fi:0.099755. Ave ac:0.003599,0.006171
Initialization: 5.971000
Memcpy Classifiers: 0.439000
Memcpy Instances: 8.524000
Kernel 1: 0.024000
Kernel 2: 90.997002
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.000944 1.000000 fi:0.099948. Ave ac:0.004329,0.006425
Iteration 10:MDL fitness activated
Error 0.099948 TL 0.043157
MDL Theory Length Weight: 0.7719659969 (3)
Initialization: 6.529000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.517000
Kernel 1: 0.024000
Kernel 2: 87.688004
Copyback: 0.017000
Sum: 0.024000
It 10,Best ac:0.001180 1.000000 fi:0.122495. Ave ac:0.003482,0.005278
Initialization: 7.342000
Memcpy Classifiers: 0.590000
Memcpy Instances: 10.819000
Kernel 1: 0.034000
Kernel 2: 89.554001
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.000944 1.000000 fi:0.116057. Ave ac:0.003199,0.005679
Initialization: 8.336000
Memcpy Classifiers: 0.568000
Memcpy Instances: 10.836000
Kernel 1: 0.024000
Kernel 2: 85.737000
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.001651 1.000000 fi:0.116547. Ave ac:0.004116,0.007287
Initialization: 6.164000
Memcpy Classifiers: 0.679000
Memcpy Instances: 13.652000
Kernel 1: 0.026000
Kernel 2: 86.884003
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001180 1.000000 fi:0.118191. Ave ac:0.004680,0.006553
Initialization: 6.463000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.076000
Kernel 1: 0.033000
Kernel 2: 88.999001
Copyback: 0.018000
Sum: 0.040000
It 14,Best ac:0.000944 1.000000 fi:0.122877. Ave ac:0.003138,0.004013
Initialization: 6.077000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.165000
Kernel 1: 0.033000
Kernel 2: 84.916000
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.002124 1.000000 fi:0.120439. Ave ac:0.002570,0.004815
Initialization: 6.030000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.405000
Kernel 1: 0.024000
Kernel 2: 84.481003
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001416 1.000000 fi:0.117286. Ave ac:0.003403,0.005359
Initialization: 6.515000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.695000
Kernel 1: 0.024000
Kernel 2: 86.691002
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.000944 1.000000 fi:0.122906. Ave ac:0.003720,0.006160
Initialization: 7.145000
Memcpy Classifiers: 0.394000
Memcpy Instances: 11.752000
Kernel 1: 0.024000
Kernel 2: 84.370003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001180 1.000000 fi:0.121802. Ave ac:0.003451,0.005048
Initialization: 8.182000
Memcpy Classifiers: 0.712000
Memcpy Instances: 8.701000
Kernel 1: 0.024000
Kernel 2: 85.301003
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000944 1.000000 fi:0.120564. Ave ac:0.003772,0.005498
Initialization: 8.439000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.208000
Kernel 1: 0.027000
Kernel 2: 87.088997
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.001652 1.000000 fi:0.116546. Ave ac:0.003466,0.004438
MDL Theory Length Weight: 0.6947693972 (10)
Initialization: 7.513000
Memcpy Classifiers: 0.647000
Memcpy Instances: 8.618000
Kernel 1: 0.026000
Kernel 2: 86.543999
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001180 1.000000 fi:0.117987. Ave ac:0.003104,0.003851
Initialization: 6.952000
Memcpy Classifiers: 0.808000
Memcpy Instances: 12.499000
Kernel 1: 0.027000
Kernel 2: 83.996002
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001180 1.000000 fi:0.116758. Ave ac:0.004021,0.007718
Initialization: 6.073000
Memcpy Classifiers: 0.509000
Memcpy Instances: 11.994000
Kernel 1: 0.028000
Kernel 2: 83.620003
Copyback: 0.017000
Sum: 0.041000
It 23,Best ac:0.001180 1.000000 fi:0.109096. Ave ac:0.004089,0.006499
Initialization: 6.076000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.383000
Kernel 1: 0.024000
Kernel 2: 84.323997
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001651 1.000000 fi:0.118947. Ave ac:0.003696,0.006038
Initialization: 8.224000
Memcpy Classifiers: 0.613000
Memcpy Instances: 9.787000
Kernel 1: 0.024000
Kernel 2: 84.123001
Copyback: 0.018000
Sum: 0.040000
It 25,Best ac:0.001652 1.000000 fi:0.122711. Ave ac:0.004389,0.009150
Initialization: 6.139000
Memcpy Classifiers: 0.366000
Memcpy Instances: 8.512000
Kernel 1: 0.025000
Kernel 2: 81.430000
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001888 1.000000 fi:0.122122. Ave ac:0.004372,0.006456
Initialization: 8.219000
Memcpy Classifiers: 0.415000
Memcpy Instances: 13.183000
Kernel 1: 0.061000
Kernel 2: 80.471001
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001652 1.000000 fi:0.117217. Ave ac:0.003543,0.006228
Initialization: 7.290000
Memcpy Classifiers: 0.513000
Memcpy Instances: 10.588000
Kernel 1: 0.024000
Kernel 2: 80.910004
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001180 1.000000 fi:0.116232. Ave ac:0.002812,0.004436
Initialization: 8.034000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.182000
Kernel 1: 0.032000
Kernel 2: 80.436996
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.000944 1.000000 fi:0.109192. Ave ac:0.002955,0.003891
Initialization: 7.255000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.920000
Kernel 1: 0.023000
Kernel 2: 78.769997
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.002124 1.000000 fi:0.114348. Ave ac:0.002879,0.004053
Initialization: 7.323000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.813000
Kernel 1: 0.033000
Kernel 2: 80.648003
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.001180 1.000000 fi:0.114712. Ave ac:0.002437,0.004310
Initialization: 7.402000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.887000
Kernel 1: 0.027000
Kernel 2: 79.519997
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001416 1.000000 fi:0.117601. Ave ac:0.002379,0.003810
MDL Theory Length Weight: 0.6252924575 (10)
Initialization: 7.535000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.551000
Kernel 1: 0.024000
Kernel 2: 84.091003
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001180 1.000000 fi:0.108171. Ave ac:0.002568,0.004064
Initialization: 27.462000
Memcpy Instances: 505.385010
Memcpy Classifiers: 0.076000
Kernel 1: 0.025000
Kernel 2: 494.756012
Copyback: 0.016000
Sum: 0.020000
Memcpy Classifiers: 0.110000
Kernel 1: 0.022000
Kernel 2: 471.920990
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.016000
Kernel 2: 480.355988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 499.779999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 488.329987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 476.640015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 493.811005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 517.383972
Copyback: 0.020000
Sum: 0.004000
Memcpy Classifiers: 0.110000
Kernel 1: 0.027000
Kernel 2: 472.640991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 488.148010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 504.062988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 216.453003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001293 0.754821 fi:0.362343. Ave ac:0.002469,0.008406
Best acc 0.001293 0.754821
Rule:Att PSSM_-3_4 is [-7.771152,-0.228848]|Att PSSM_-1_5 is [-1.367564,4.469236]|Att PSSM_0_10 is [>0.088159]|Att PSSM_0_11 is [-4.386705,3.141526]|Att PSSM_0_12 is [<-2.251332]|Att PSSM_1_15 is [<3.856277]|Att PSSM_2_12 is [<-1.478546]|Att PSSM_3_7 is [<-1.082703]|Att PSSM_4_7 is [<-0.976964]|1
Accuracy : 0.761309
0	1	
159811	4269	
51737	18821	
Removed 363 instances. 211548 Instances left. Acc of rule 0.001293-0.754821
Initialization: 5.992000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.524000
Kernel 1: 0.028000
Kernel 2: 104.393997
Copyback: 0.369000
Sum: 0.047000
Initial population average accuracy1:0.005316 accuracy2:0.233946
Initialization: 6.318000
Memcpy Classifiers: 0.585000
Memcpy Instances: 8.541000
Kernel 1: 0.025000
Kernel 2: 103.178001
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.000709 1.000000 fi:0.214780. Ave ac:0.006317,0.011420
Initialization: 6.029000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.523000
Kernel 1: 0.025000
Kernel 2: 103.106003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000709 1.000000 fi:0.215539. Ave ac:0.005803,0.011019
Initialization: 6.036000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.530000
Kernel 1: 0.024000
Kernel 2: 102.330002
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001182 1.000000 fi:0.099849. Ave ac:0.006435,0.015122
Initialization: 6.041000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.532000
Kernel 1: 0.024000
Kernel 2: 102.407997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.002836 0.923077 fi:0.176093. Ave ac:0.005375,0.009904
Initialization: 5.987000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.513000
Kernel 1: 0.024000
Kernel 2: 100.466003
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000945 1.000000 fi:0.099946. Ave ac:0.005956,0.012204
Initialization: 6.152000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.497000
Kernel 1: 0.025000
Kernel 2: 101.120003
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001891 1.000000 fi:0.099558. Ave ac:0.005476,0.010073
Initialization: 8.199000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.797000
Kernel 1: 0.025000
Kernel 2: 100.436996
Copyback: 0.017000
Sum: 0.044000
It 6,Best ac:0.001654 1.000000 fi:0.099655. Ave ac:0.005514,0.010382
Initialization: 5.911000
Memcpy Classifiers: 0.472000
Memcpy Instances: 10.971000
Kernel 1: 0.033000
Kernel 2: 99.110001
Copyback: 0.018000
Sum: 0.041000
It 7,Best ac:0.001654 1.000000 fi:0.099655. Ave ac:0.004315,0.007783
Initialization: 6.075000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.505000
Kernel 1: 0.024000
Kernel 2: 95.435997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001418 1.000000 fi:0.099751. Ave ac:0.003400,0.006523
Initialization: 8.461000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.390000
Kernel 1: 0.024000
Kernel 2: 95.669998
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.001654 1.000000 fi:0.099655. Ave ac:0.003059,0.005193
Iteration 10:MDL fitness activated
Error 0.099655 TL 0.037509
MDL Theory Length Weight: 0.8856140423 (5)
Initialization: 6.034000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.793000
Kernel 1: 0.034000
Kernel 2: 97.302002
Copyback: 0.018000
Sum: 0.035000
It 10,Best ac:0.001182 1.000000 fi:0.127949. Ave ac:0.003465,0.006672
Initialization: 6.928000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.575000
Kernel 1: 0.024000
Kernel 2: 92.959999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.000946 1.000000 fi:0.125830. Ave ac:0.002656,0.004385
Initialization: 6.179000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.936000
Kernel 1: 0.023000
Kernel 2: 97.103996
Copyback: 0.018000
Sum: 0.039000
It 12,Best ac:0.001181 1.000000 fi:0.119467. Ave ac:0.003763,0.009547
Initialization: 6.119000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.198000
Kernel 1: 0.024000
Kernel 2: 98.725998
Copyback: 0.019000
Sum: 0.041000
It 13,Best ac:0.001182 1.000000 fi:0.122495. Ave ac:0.003556,0.006786
Initialization: 7.046000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.852000
Kernel 1: 0.024000
Kernel 2: 98.080002
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.000945 1.000000 fi:0.123694. Ave ac:0.003513,0.005186
Initialization: 6.617000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.868000
Kernel 1: 0.024000
Kernel 2: 96.813004
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.002127 1.000000 fi:0.120461. Ave ac:0.003521,0.005940
Initialization: 6.151000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.910000
Kernel 1: 0.025000
Kernel 2: 100.121002
Copyback: 0.018000
Sum: 0.047000
It 16,Best ac:0.000945 1.000000 fi:0.128416. Ave ac:0.004289,0.007414
Initialization: 5.988000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.574000
Kernel 1: 0.024000
Kernel 2: 98.317001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000946 1.000000 fi:0.122895. Ave ac:0.003630,0.007320
Initialization: 8.608000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.845000
Kernel 1: 0.024000
Kernel 2: 97.809998
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000946 1.000000 fi:0.122730. Ave ac:0.003742,0.006331
Initialization: 6.007000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.525000
Kernel 1: 0.024000
Kernel 2: 96.026001
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000945 1.000000 fi:0.120608. Ave ac:0.004198,0.008331
Initialization: 6.083000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.571000
Kernel 1: 0.024000
Kernel 2: 95.441002
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000945 1.000000 fi:0.123175. Ave ac:0.003999,0.006801
Initialization: 6.160000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.530000
Kernel 1: 0.025000
Kernel 2: 95.227997
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001418 1.000000 fi:0.120752. Ave ac:0.003781,0.005625
MDL Theory Length Weight: 0.7970526380 (10)
Initialization: 5.999000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.521000
Kernel 1: 0.024000
Kernel 2: 95.431000
Copyback: 0.018000
Sum: 0.034000
It 22,Best ac:0.002364 1.000000 fi:0.117739. Ave ac:0.003627,0.007922
Initialization: 6.548000
Memcpy Classifiers: 0.415000
Memcpy Instances: 12.609000
Kernel 1: 0.026000
Kernel 2: 92.125999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001654 1.000000 fi:0.117658. Ave ac:0.003480,0.005986
Initialization: 5.989000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.860000
Kernel 1: 0.024000
Kernel 2: 92.335999
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.000945 1.000000 fi:0.120521. Ave ac:0.003511,0.006603
Initialization: 7.866000
Memcpy Classifiers: 0.649000
Memcpy Instances: 11.236000
Kernel 1: 0.028000
Kernel 2: 90.452003
Copyback: 0.018000
Sum: 0.041000
It 25,Best ac:0.001418 1.000000 fi:0.131095. Ave ac:0.003386,0.005706
Initialization: 9.185000
Memcpy Classifiers: 0.679000
Memcpy Instances: 11.259000
Kernel 1: 0.025000
Kernel 2: 91.619003
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001182 1.000000 fi:0.122972. Ave ac:0.002755,0.004447
Initialization: 6.093000
Memcpy Classifiers: 0.461000
Memcpy Instances: 9.408000
Kernel 1: 0.024000
Kernel 2: 92.223000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001182 1.000000 fi:0.116617. Ave ac:0.003401,0.006054
Initialization: 6.165000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.916000
Kernel 1: 0.025000
Kernel 2: 90.639999
Copyback: 0.018000
Sum: 0.039000
It 28,Best ac:0.001182 1.000000 fi:0.116480. Ave ac:0.002919,0.004872
Initialization: 8.383000
Memcpy Classifiers: 0.647000
Memcpy Instances: 12.664000
Kernel 1: 0.025000
Kernel 2: 93.355003
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.000945 1.000000 fi:0.119491. Ave ac:0.002682,0.004722
Initialization: 7.282000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.630000
Kernel 1: 0.033000
Kernel 2: 91.353996
Copyback: 0.016000
Sum: 0.028000
It 30,Best ac:0.000945 1.000000 fi:0.116578. Ave ac:0.002292,0.003882
Initialization: 7.386000
Memcpy Classifiers: 0.719000
Memcpy Instances: 9.125000
Kernel 1: 0.025000
Kernel 2: 89.510002
Copyback: 0.017000
Sum: 0.044000
It 31,Best ac:0.001654 1.000000 fi:0.117450. Ave ac:0.002647,0.003928
Initialization: 7.656000
Memcpy Classifiers: 0.539000
Memcpy Instances: 9.208000
Kernel 1: 0.024000
Kernel 2: 90.015999
Copyback: 0.016000
Sum: 0.027000
It 32,Best ac:0.000946 1.000000 fi:0.119411. Ave ac:0.002130,0.003157
Initialization: 5.954000
Memcpy Classifiers: 0.378000
Memcpy Instances: 10.759000
Kernel 1: 0.024000
Kernel 2: 91.987999
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.000945 1.000000 fi:0.118613. Ave ac:0.002130,0.003723
Initialization: 27.302000
Memcpy Instances: 426.246002
Memcpy Classifiers: 0.075000
Kernel 1: 0.024000
Kernel 2: 522.726990
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 549.166992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 534.223999
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.075000
Kernel 1: 0.017000
Kernel 2: 516.075989
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 522.387024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 530.294983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.017000
Kernel 2: 514.200989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.017000
Kernel 2: 510.678009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 532.989990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 528.607971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.018000
Kernel 2: 526.309021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 232.716003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001333 0.687805 fi:0.441878. Ave ac:0.002331,0.009065
Best acc 0.001333 0.687805
Initialization: 5.995000
Memcpy Classifiers: 0.683000
Memcpy Instances: 8.517000
Kernel 1: 0.026000
Kernel 2: 101.228996
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.004396 accuracy2:0.237418
Initialization: 6.039000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.504000
Kernel 1: 0.025000
Kernel 2: 103.496002
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.000945 0.666667 fi:0.433279. Ave ac:0.005472,0.009891
Initialization: 6.141000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.547000
Kernel 1: 0.024000
Kernel 2: 102.232002
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.000709 1.000000 fi:0.215539. Ave ac:0.006283,0.011448
Initialization: 6.055000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.605000
Kernel 1: 0.024000
Kernel 2: 99.174004
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.000709 1.000000 fi:0.214780. Ave ac:0.004814,0.007492
Initialization: 6.021000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.516000
Kernel 1: 0.023000
Kernel 2: 99.737000
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.000945 1.000000 fi:0.099946. Ave ac:0.005186,0.008760
Initialization: 6.031000
Memcpy Classifiers: 0.465000
Memcpy Instances: 8.511000
Kernel 1: 0.025000
Kernel 2: 100.864998
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001891 0.888889 fi:0.210669. Ave ac:0.004287,0.006771
Initialization: 6.046000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.540000
Kernel 1: 0.034000
Kernel 2: 100.803001
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.000945 1.000000 fi:0.099946. Ave ac:0.005199,0.009590
Initialization: 6.087000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.975000
Kernel 1: 0.024000
Kernel 2: 100.182999
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001891 1.000000 fi:0.099558. Ave ac:0.004909,0.007507
Initialization: 6.867000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.535000
Kernel 1: 0.024000
Kernel 2: 94.847000
Copyback: 0.016000
Sum: 0.033000
It 7,Best ac:0.001655 1.000000 fi:0.099654. Ave ac:0.005237,0.008733
Initialization: 6.056000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.506000
Kernel 1: 0.024000
Kernel 2: 92.386002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001655 1.000000 fi:0.099654. Ave ac:0.003013,0.005985
Initialization: 7.172000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.529000
Kernel 1: 0.025000
Kernel 2: 91.845001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.002600 1.000000 fi:0.099266. Ave ac:0.004047,0.009260
Iteration 10:MDL fitness activated
Error 0.099266 TL 0.030260
MDL Theory Length Weight: 1.0934758550 (1)
Initialization: 6.700000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.495000
Kernel 1: 0.025000
Kernel 2: 95.031998
Copyback: 0.369000
Sum: 0.030000
It 10,Best ac:0.001418 1.000000 fi:0.135242. Ave ac:0.002987,0.005898
Initialization: 6.018000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.539000
Kernel 1: 0.024000
Kernel 2: 93.429001
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.000945 1.000000 fi:0.129150. Ave ac:0.003576,0.005463
Initialization: 5.996000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.519000
Kernel 1: 0.024000
Kernel 2: 93.350998
Copyback: 0.016000
Sum: 0.035000
It 12,Best ac:0.002128 1.000000 fi:0.127046. Ave ac:0.003456,0.006462
Initialization: 6.794000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.507000
Kernel 1: 0.024000
Kernel 2: 92.358002
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001182 1.000000 fi:0.129466. Ave ac:0.003445,0.006082
Initialization: 7.539000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.522000
Kernel 1: 0.025000
Kernel 2: 90.137001
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001418 1.000000 fi:0.128317. Ave ac:0.003480,0.005894
Initialization: 6.131000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.531000
Kernel 1: 0.024000
Kernel 2: 89.015999
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000945 1.000000 fi:0.124289. Ave ac:0.003810,0.006247
Initialization: 6.009000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.529000
Kernel 1: 0.024000
Kernel 2: 90.240997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000945 1.000000 fi:0.127814. Ave ac:0.002979,0.005292
Initialization: 7.791000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.617000
Kernel 1: 0.024000
Kernel 2: 90.266998
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.001654 1.000000 fi:0.123339. Ave ac:0.003281,0.007560
Initialization: 6.050000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.541000
Kernel 1: 0.024000
Kernel 2: 87.094002
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.000945 1.000000 fi:0.122908. Ave ac:0.003194,0.011114
Initialization: 5.998000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.549000
Kernel 1: 0.025000
Kernel 2: 88.986000
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001181 1.000000 fi:0.120319. Ave ac:0.003491,0.006548
Initialization: 6.009000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.497000
Kernel 1: 0.025000
Kernel 2: 87.966003
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.000945 1.000000 fi:0.127833. Ave ac:0.003597,0.005087
Initialization: 6.554000
Memcpy Classifiers: 0.692000
Memcpy Instances: 11.177000
Kernel 1: 0.024000
Kernel 2: 85.754997
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.000945 1.000000 fi:0.119248. Ave ac:0.003258,0.005769
Initialization: 6.011000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.502000
Kernel 1: 0.024000
Kernel 2: 83.941002
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001655 1.000000 fi:0.118661. Ave ac:0.003513,0.005468
Initialization: 6.934000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.462000
Kernel 1: 0.024000
Kernel 2: 82.389000
Copyback: 0.016000
Sum: 0.027000
It 23,Best ac:0.001890 1.000000 fi:0.129264. Ave ac:0.002795,0.004499
Initialization: 6.026000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.524000
Kernel 1: 0.024000
Kernel 2: 82.916000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001891 1.000000 fi:0.124021. Ave ac:0.002636,0.004397
Initialization: 7.985000
Memcpy Classifiers: 0.361000
Memcpy Instances: 12.813000
Kernel 1: 0.025000
Kernel 2: 81.198997
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.000945 1.000000 fi:0.120576. Ave ac:0.003218,0.006666
Initialization: 7.773000
Memcpy Classifiers: 0.551000
Memcpy Instances: 10.948000
Kernel 1: 0.025000
Kernel 2: 81.889999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000945 1.000000 fi:0.120416. Ave ac:0.002758,0.004360
Initialization: 6.006000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.901000
Kernel 1: 0.037000
Kernel 2: 81.217003
Copyback: 0.016000
Sum: 0.028000
It 27,Best ac:0.000945 1.000000 fi:0.125919. Ave ac:0.003091,0.005917
Initialization: 5.991000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.617000
Kernel 1: 0.024000
Kernel 2: 79.447998
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000945 1.000000 fi:0.123630. Ave ac:0.002584,0.005168
Initialization: 5.978000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.524000
Kernel 1: 0.025000
Kernel 2: 80.599998
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001182 1.000000 fi:0.122891. Ave ac:0.002529,0.004804
Initialization: 7.628000
Memcpy Classifiers: 0.615000
Memcpy Instances: 9.079000
Kernel 1: 0.025000
Kernel 2: 80.983002
Copyback: 0.018000
Sum: 0.037000
It 30,Best ac:0.000945 1.000000 fi:0.120416. Ave ac:0.003201,0.007332
Initialization: 6.070000
Memcpy Classifiers: 0.396000
Memcpy Instances: 10.948000
Kernel 1: 0.034000
Kernel 2: 81.000000
Copyback: 0.018000
Sum: 0.036000
It 31,Best ac:0.001181 1.000000 fi:0.125568. Ave ac:0.003014,0.005221
MDL Theory Length Weight: 0.9841282695 (10)
Initialization: 6.067000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.120000
Kernel 1: 0.024000
Kernel 2: 82.473999
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.002836 1.000000 fi:0.119505. Ave ac:0.002571,0.003461
Initialization: 5.994000
Memcpy Classifiers: 0.390000
Memcpy Instances: 8.565000
Kernel 1: 0.025000
Kernel 2: 82.537003
Copyback: 0.018000
Sum: 0.030000
It 33,Best ac:0.000945 1.000000 fi:0.120336. Ave ac:0.002605,0.005557
Initialization: 28.423000
Memcpy Instances: 432.433014
Memcpy Classifiers: 0.072000
Kernel 1: 0.029000
Kernel 2: 477.459015
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.092000
Kernel 1: 0.020000
Kernel 2: 491.195007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 474.765991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 489.636993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 474.596985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 492.338013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 467.561005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 472.638000
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 484.695007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 478.157013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 471.485992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 212.710999
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001168 0.737313 fi:0.385917. Ave ac:0.002260,0.008047
Best acc 0.001168 0.737313
Rule:Att PSSM_-4_8 is [0.434740,7.496348]|Att PSSM_-4_17 is [<6.807078]|Att PSSM_-3_5 is [-5.262430,4.304734]|Att PSSM_-1_10 is [-0.970518,6.157485]|Att PSSM_-1_12 is [-4.228368,6.251011]|Att PSSM_-1_18 is [<6.849362]|Att PSSM_0_6 is [<3.880690]|Att PSSM_0_12 is [<-3.189709]|Att PSSM_2_13 is [>-1.419037]|Att PSSM_2_15 is [<-1.712623]|1
Accuracy : 0.761987
0	1	
159723	4357	
51490	19068	
Removed 335 instances. 211213 Instances left. Acc of rule 0.001168-0.737313
Initialization: 7.763000
Memcpy Classifiers: 0.835000
Memcpy Instances: 11.615000
Kernel 1: 0.028000
Kernel 2: 108.514000
Copyback: 0.018000
Sum: 0.053000
Initial population average accuracy1:0.005366 accuracy2:0.218232
Initialization: 8.079000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.585000
Kernel 1: 0.025000
Kernel 2: 124.459000
Copyback: 0.017000
Sum: 0.056000
It 0,Best ac:0.000710 1.000000 fi:0.211731. Ave ac:0.006984,0.012453
Initialization: 6.883000
Memcpy Classifiers: 0.911000
Memcpy Instances: 11.792000
Kernel 1: 0.026000
Kernel 2: 123.906998
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000947 1.000000 fi:0.099944. Ave ac:0.006128,0.009961
Initialization: 7.168000
Memcpy Classifiers: 0.614000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 108.052002
Copyback: 0.020000
Sum: 0.040000
It 2,Best ac:0.000710 1.000000 fi:0.211731. Ave ac:0.005996,0.010718
Initialization: 7.089000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.717000
Kernel 1: 0.025000
Kernel 2: 108.929001
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.000710 1.000000 fi:0.211731. Ave ac:0.005991,0.009481
Initialization: 7.236000
Memcpy Classifiers: 0.665000
Memcpy Instances: 9.651000
Kernel 1: 0.024000
Kernel 2: 123.730003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.000947 1.000000 fi:0.099944. Ave ac:0.004631,0.006599
Initialization: 6.069000
Memcpy Classifiers: 0.569000
Memcpy Instances: 8.484000
Kernel 1: 0.024000
Kernel 2: 105.676003
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001183 1.000000 fi:0.099847. Ave ac:0.004644,0.006629
Initialization: 6.760000
Memcpy Classifiers: 0.558000
Memcpy Instances: 9.303000
Kernel 1: 0.023000
Kernel 2: 119.378998
Copyback: 0.018000
Sum: 0.031000
It 6,Best ac:0.000710 1.000000 fi:0.211731. Ave ac:0.004228,0.006739
Initialization: 6.392000
Memcpy Classifiers: 0.563000
Memcpy Instances: 9.321000
Kernel 1: 0.024000
Kernel 2: 119.287003
Copyback: 0.019000
Sum: 0.044000
It 7,Best ac:0.001657 1.000000 fi:0.099651. Ave ac:0.005015,0.007982
Initialization: 6.879000
Memcpy Classifiers: 0.480000
Memcpy Instances: 9.553000
Kernel 1: 0.033000
Kernel 2: 101.750000
Copyback: 0.018000
Sum: 0.042000
It 8,Best ac:0.001183 1.000000 fi:0.099847. Ave ac:0.005238,0.007566
Initialization: 8.101000
Memcpy Classifiers: 0.850000
Memcpy Instances: 11.675000
Kernel 1: 0.025000
Kernel 2: 100.377998
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.001658 1.000000 fi:0.099651. Ave ac:0.004468,0.006729
Iteration 10:MDL fitness activated
Error 0.099651 TL 0.028148
MDL Theory Length Weight: 1.1800739080 (3)
Initialization: 6.070000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.710000
Kernel 1: 0.024000
Kernel 2: 113.040001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000947 1.000000 fi:0.137040. Ave ac:0.003961,0.007076
Initialization: 8.379000
Memcpy Classifiers: 0.470000
Memcpy Instances: 11.448000
Kernel 1: 0.024000
Kernel 2: 113.345001
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.001420 1.000000 fi:0.138025. Ave ac:0.004181,0.007982
Initialization: 6.206000
Memcpy Classifiers: 0.600000
Memcpy Instances: 11.709000
Kernel 1: 0.023000
Kernel 2: 93.990997
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.000947 1.000000 fi:0.132342. Ave ac:0.003511,0.005250
Initialization: 6.182000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.488000
Kernel 1: 0.025000
Kernel 2: 94.295998
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.000947 1.000000 fi:0.140426. Ave ac:0.003391,0.006237
Initialization: 6.892000
Memcpy Classifiers: 0.400000
Memcpy Instances: 10.434000
Kernel 1: 0.023000
Kernel 2: 94.140999
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.000947 1.000000 fi:0.139638. Ave ac:0.004049,0.006481
Initialization: 6.017000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.501000
Kernel 1: 0.025000
Kernel 2: 92.616997
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000947 1.000000 fi:0.140140. Ave ac:0.003846,0.007028
Initialization: 6.033000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.513000
Kernel 1: 0.024000
Kernel 2: 94.175003
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.000947 1.000000 fi:0.140048. Ave ac:0.003717,0.005419
Initialization: 7.527000
Memcpy Classifiers: 0.680000
Memcpy Instances: 10.661000
Kernel 1: 0.024000
Kernel 2: 107.320000
Copyback: 0.018000
Sum: 0.039000
It 17,Best ac:0.002131 1.000000 fi:0.138484. Ave ac:0.003848,0.007152
Initialization: 6.108000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.536000
Kernel 1: 0.024000
Kernel 2: 107.467003
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001184 1.000000 fi:0.136943. Ave ac:0.003515,0.005543
Initialization: 6.149000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.717000
Kernel 1: 0.024000
Kernel 2: 105.204002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001420 1.000000 fi:0.135902. Ave ac:0.003851,0.007211
Initialization: 6.012000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.530000
Kernel 1: 0.024000
Kernel 2: 106.274002
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.000947 1.000000 fi:0.128554. Ave ac:0.003067,0.007778
Initialization: 6.034000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.506000
Kernel 1: 0.024000
Kernel 2: 91.871002
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001421 1.000000 fi:0.126310. Ave ac:0.003217,0.007026
Initialization: 6.010000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.495000
Kernel 1: 0.024000
Kernel 2: 90.640999
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000947 1.000000 fi:0.120986. Ave ac:0.002018,0.003228
Initialization: 6.055000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.479000
Kernel 1: 0.025000
Kernel 2: 90.776001
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001421 1.000000 fi:0.134746. Ave ac:0.002898,0.005715
Initialization: 6.147000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.510000
Kernel 1: 0.024000
Kernel 2: 107.482002
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001894 1.000000 fi:0.132078. Ave ac:0.003179,0.004836
Initialization: 7.948000
Memcpy Classifiers: 0.578000
Memcpy Instances: 10.905000
Kernel 1: 0.025000
Kernel 2: 104.734001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.000947 1.000000 fi:0.132814. Ave ac:0.003081,0.004635
Initialization: 6.055000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.484000
Kernel 1: 0.026000
Kernel 2: 103.983002
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.000947 1.000000 fi:0.130497. Ave ac:0.003187,0.004317
Initialization: 6.093000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.632000
Kernel 1: 0.024000
Kernel 2: 88.167999
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.002130 1.000000 fi:0.126213. Ave ac:0.003378,0.004371
Initialization: 6.363000
Memcpy Classifiers: 0.380000
Memcpy Instances: 12.738000
Kernel 1: 0.025000
Kernel 2: 104.277000
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.000947 1.000000 fi:0.128360. Ave ac:0.003070,0.004289
Initialization: 6.060000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.493000
Kernel 1: 0.025000
Kernel 2: 88.808998
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001420 1.000000 fi:0.128558. Ave ac:0.002997,0.005648
Initialization: 6.044000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.517000
Kernel 1: 0.025000
Kernel 2: 89.287003
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.002130 1.000000 fi:0.128022. Ave ac:0.002782,0.005644
Initialization: 6.041000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.541000
Kernel 1: 0.024000
Kernel 2: 107.151001
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001420 1.000000 fi:0.128355. Ave ac:0.003214,0.003834
MDL Theory Length Weight: 1.0620665172 (10)
Initialization: 6.036000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.503000
Kernel 1: 0.025000
Kernel 2: 89.028999
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001183 1.000000 fi:0.125146. Ave ac:0.002845,0.004758
Initialization: 6.852000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.505000
Kernel 1: 0.025000
Kernel 2: 89.014000
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001657 1.000000 fi:0.129927. Ave ac:0.002197,0.003384
Initialization: 24.641001
Memcpy Instances: 431.089996
Memcpy Classifiers: 0.073000
Kernel 1: 0.027000
Kernel 2: 517.039001
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 514.857971
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 520.052002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 518.632996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.087000
Kernel 1: 0.018000
Kernel 2: 514.320007
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.016000
Kernel 2: 525.098999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 519.810974
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.013000
Kernel 2: 507.277008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 512.023010
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 520.810974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 520.731018
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 223.602997
Copyback: 0.016000
Sum: 0.001000
It 34,Best ac:0.000862 0.752066 fi:0.378189. Ave ac:0.002029,0.006787
Best acc 0.000862 0.752066
Initialization: 6.049000
Memcpy Classifiers: 0.531000
Memcpy Instances: 8.514000
Kernel 1: 0.026000
Kernel 2: 120.817001
Copyback: 0.016000
Sum: 0.043000
Initial population average accuracy1:0.005655 accuracy2:0.238926
Initialization: 6.032000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.501000
Kernel 1: 0.025000
Kernel 2: 122.981003
Copyback: 0.018000
Sum: 0.056000
It 0,Best ac:0.000710 1.000000 fi:0.211731. Ave ac:0.005800,0.012001
Initialization: 5.959000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.518000
Kernel 1: 0.025000
Kernel 2: 120.462997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001184 1.000000 fi:0.099847. Ave ac:0.006103,0.011066
Initialization: 6.675000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.494000
Kernel 1: 0.024000
Kernel 2: 101.962997
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001184 1.000000 fi:0.099846. Ave ac:0.004513,0.007695
Initialization: 6.108000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.493000
Kernel 1: 0.025000
Kernel 2: 99.625000
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.000947 1.000000 fi:0.099944. Ave ac:0.004792,0.008291
Initialization: 6.036000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.507000
Kernel 1: 0.025000
Kernel 2: 115.039001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001894 1.000000 fi:0.099554. Ave ac:0.005552,0.009473
Initialization: 8.375000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.394000
Kernel 1: 0.024000
Kernel 2: 116.641998
Copyback: 0.020000
Sum: 0.051000
It 5,Best ac:0.001420 1.000000 fi:0.099749. Ave ac:0.003562,0.005631
Initialization: 6.461000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.668000
Kernel 1: 0.029000
Kernel 2: 113.792000
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001657 1.000000 fi:0.099652. Ave ac:0.004654,0.007192
Initialization: 6.650000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.463000
Kernel 1: 0.024000
Kernel 2: 97.081001
Copyback: 0.018000
Sum: 0.030000
It 7,Best ac:0.001183 1.000000 fi:0.099847. Ave ac:0.003749,0.006138
Initialization: 6.540000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.575000
Kernel 1: 0.034000
Kernel 2: 114.829002
Copyback: 0.018000
Sum: 0.038000
It 8,Best ac:0.003078 1.000000 fi:0.099067. Ave ac:0.004011,0.006288
Initialization: 6.500000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.754000
Kernel 1: 0.026000
Kernel 2: 97.503998
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.001421 1.000000 fi:0.099749. Ave ac:0.003243,0.005169
Iteration 10:MDL fitness activated
Error 0.099749 TL 0.034540
MDL Theory Length Weight: 0.9626509728 (2)
Initialization: 7.707000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.699000
Kernel 1: 0.023000
Kernel 2: 98.683998
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.000947 1.000000 fi:0.134718. Ave ac:0.003519,0.005913
Initialization: 5.993000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.557000
Kernel 1: 0.024000
Kernel 2: 98.906998
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.000947 1.000000 fi:0.133814. Ave ac:0.003498,0.006840
Initialization: 6.061000
Memcpy Classifiers: 0.433000
Memcpy Instances: 13.385000
Kernel 1: 0.027000
Kernel 2: 100.720001
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000947 1.000000 fi:0.125367. Ave ac:0.003149,0.010903
Initialization: 6.120000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.135000
Kernel 1: 0.024000
Kernel 2: 98.227997
Copyback: 0.018000
Sum: 0.039000
It 13,Best ac:0.001183 1.000000 fi:0.125744. Ave ac:0.002534,0.003168
Initialization: 6.857000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.682000
Kernel 1: 0.025000
Kernel 2: 113.235001
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.000947 1.000000 fi:0.128372. Ave ac:0.003352,0.005864
Initialization: 6.038000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.596000
Kernel 1: 0.025000
Kernel 2: 98.913002
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001183 1.000000 fi:0.131229. Ave ac:0.003516,0.006023
Initialization: 7.175000
Memcpy Classifiers: 0.643000
Memcpy Instances: 10.237000
Kernel 1: 0.025000
Kernel 2: 113.528999
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001184 1.000000 fi:0.132562. Ave ac:0.002393,0.003301
Initialization: 8.124000
Memcpy Classifiers: 0.807000
Memcpy Instances: 14.520000
Kernel 1: 0.027000
Kernel 2: 98.905998
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001893 1.000000 fi:0.132804. Ave ac:0.002696,0.004003
Initialization: 6.081000
Memcpy Classifiers: 0.502000
Memcpy Instances: 12.437000
Kernel 1: 0.024000
Kernel 2: 99.214996
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001657 1.000000 fi:0.132618. Ave ac:0.002088,0.003162
Initialization: 6.040000
Memcpy Classifiers: 0.456000
Memcpy Instances: 10.143000
Kernel 1: 0.024000
Kernel 2: 116.100998
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.000947 1.000000 fi:0.125841. Ave ac:0.002795,0.004249
Initialization: 6.489000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.516000
Kernel 1: 0.025000
Kernel 2: 97.690002
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.000947 1.000000 fi:0.140082. Ave ac:0.002548,0.003761
Initialization: 6.006000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.481000
Kernel 1: 0.025000
Kernel 2: 114.601997
Copyback: 0.018000
Sum: 0.039000
It 21,Best ac:0.001420 1.000000 fi:0.130116. Ave ac:0.002769,0.004672
MDL Theory Length Weight: 0.8663858755 (10)
Initialization: 6.504000
Memcpy Classifiers: 0.806000
Memcpy Instances: 10.108000
Kernel 1: 0.025000
Kernel 2: 109.346001
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000947 1.000000 fi:0.120740. Ave ac:0.002421,0.004117
Initialization: 6.048000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.481000
Kernel 1: 0.025000
Kernel 2: 114.064003
Copyback: 0.019000
Sum: 0.040000
It 23,Best ac:0.000947 1.000000 fi:0.122825. Ave ac:0.002914,0.005908
Initialization: 7.614000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.440000
Kernel 1: 0.026000
Kernel 2: 97.459999
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001183 1.000000 fi:0.125799. Ave ac:0.002986,0.005394
Initialization: 6.744000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.163000
Kernel 1: 0.025000
Kernel 2: 94.652000
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001184 1.000000 fi:0.131826. Ave ac:0.002485,0.003353
Initialization: 6.653000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.826000
Kernel 1: 0.032000
Kernel 2: 95.214996
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.001893 1.000000 fi:0.125563. Ave ac:0.002686,0.003031
Initialization: 7.227000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.614000
Kernel 1: 0.024000
Kernel 2: 95.241997
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001658 1.000000 fi:0.126773. Ave ac:0.002579,0.003366
Initialization: 6.048000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.394000
Kernel 1: 0.024000
Kernel 2: 111.362000
Copyback: 0.369000
Sum: 0.043000
It 28,Best ac:0.000947 1.000000 fi:0.124027. Ave ac:0.002453,0.003589
Initialization: 6.046000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.538000
Kernel 1: 0.025000
Kernel 2: 109.417999
Copyback: 0.017000
Sum: 0.037000
It 29,Best ac:0.000947 1.000000 fi:0.121314. Ave ac:0.002978,0.003507
Initialization: 6.282000
Memcpy Classifiers: 0.404000
Memcpy Instances: 8.517000
Kernel 1: 0.024000
Kernel 2: 93.503998
Copyback: 0.017000
Sum: 0.039000
It 30,Best ac:0.001183 1.000000 fi:0.123627. Ave ac:0.002842,0.003970
Initialization: 6.045000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.729000
Kernel 1: 0.024000
Kernel 2: 93.265999
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.001183 1.000000 fi:0.124688. Ave ac:0.002293,0.003039
MDL Theory Length Weight: 0.7797472880 (20)
Initialization: 6.422000
Memcpy Classifiers: 0.397000
Memcpy Instances: 12.725000
Kernel 1: 0.025000
Kernel 2: 108.430000
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000947 1.000000 fi:0.127473. Ave ac:0.002116,0.003469
Initialization: 6.090000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.332000
Kernel 1: 0.023000
Kernel 2: 93.772003
Copyback: 0.019000
Sum: 0.054000
It 33,Best ac:0.001183 1.000000 fi:0.120823. Ave ac:0.001944,0.002645
Initialization: 29.587000
Memcpy Instances: 477.122986
Memcpy Classifiers: 0.076000
Kernel 1: 0.028000
Kernel 2: 532.950989
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 535.302002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 538.226013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 529.473999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 536.114014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 541.177979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 533.690002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 538.244019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 525.518982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 552.543030
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 528.419983
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.018000
Kernel 2: 231.490997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001406 0.755725 fi:0.370732. Ave ac:0.002395,0.008313
Best acc 0.001406 0.755725
Rule:Att PSSM_-4_18 is [-5.983094,7.586403]|Att PSSM_-3_7 is [-6.504817,-1.495183]|Att PSSM_-3_19 is [<6.421543]|Att PSSM_-2_7 is [<-0.632799]|Att PSSM_-2_12 is [-5.225530,-0.774470]|Att PSSM_-1_3 is [-5.307553,-3.835430]|Att PSSM_0_2 is [-6.848405,-3.221801]|Att PSSM_0_15 is [<3.317150]|Att PSSM_1_15 is [<0.507145]|Att PSSM_2_12 is [<1.060591]|Att PSSM_4_7 is [<-1.602823]|1
Accuracy : 0.762843
0	1	
159627	4453	
51193	19365	
Removed 393 instances. 210820 Instances left. Acc of rule 0.001406-0.755725
Initialization: 6.076000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.478000
Kernel 1: 0.026000
Kernel 2: 103.754997
Copyback: 0.018000
Sum: 0.041000
Initial population average accuracy1:0.005916 accuracy2:0.234214
Initialization: 6.015000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.517000
Kernel 1: 0.023000
Kernel 2: 101.186996
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.000712 1.000000 fi:0.206337. Ave ac:0.006288,0.012278
Initialization: 6.021000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.477000
Kernel 1: 0.025000
Kernel 2: 101.769997
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.000712 1.000000 fi:0.207112. Ave ac:0.006039,0.010736
Initialization: 5.982000
Memcpy Classifiers: 0.476000
Memcpy Instances: 8.483000
Kernel 1: 0.024000
Kernel 2: 103.498001
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.000949 1.000000 fi:0.099942. Ave ac:0.005070,0.008253
Initialization: 6.015000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.508000
Kernel 1: 0.025000
Kernel 2: 102.112000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000712 1.000000 fi:0.207112. Ave ac:0.003937,0.005679
Initialization: 5.991000
Memcpy Classifiers: 0.521000
Memcpy Instances: 8.472000
Kernel 1: 0.024000
Kernel 2: 101.035004
Copyback: 0.016000
Sum: 0.032000
It 4,Best ac:0.001898 1.000000 fi:0.099550. Ave ac:0.003966,0.008443
Initialization: 6.030000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.021000
Kernel 1: 0.024000
Kernel 2: 102.684998
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.000949 1.000000 fi:0.099942. Ave ac:0.004091,0.006584
Initialization: 7.916000
Memcpy Classifiers: 0.707000
Memcpy Instances: 10.776000
Kernel 1: 0.024000
Kernel 2: 101.441002
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.003083 1.000000 fi:0.099060. Ave ac:0.003900,0.007582
Initialization: 6.852000
Memcpy Classifiers: 0.543000
Memcpy Instances: 10.946000
Kernel 1: 0.025000
Kernel 2: 100.300003
Copyback: 0.018000
Sum: 0.044000
It 7,Best ac:0.002372 1.000000 fi:0.099354. Ave ac:0.002981,0.005251
Initialization: 5.976000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.482000
Kernel 1: 0.025000
Kernel 2: 100.179001
Copyback: 0.019000
Sum: 0.032000
It 8,Best ac:0.001423 1.000000 fi:0.099746. Ave ac:0.002848,0.004541
Initialization: 5.989000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.499000
Kernel 1: 0.024000
Kernel 2: 98.415001
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001186 1.000000 fi:0.099843. Ave ac:0.002779,0.004887
Iteration 10:MDL fitness activated
Error 0.099843 TL 0.034785
MDL Theory Length Weight: 0.9567633978 (4)
Initialization: 5.908000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.495000
Kernel 1: 0.025000
Kernel 2: 100.622002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000949 1.000000 fi:0.130934. Ave ac:0.002936,0.004725
Initialization: 7.746000
Memcpy Classifiers: 0.509000
Memcpy Instances: 13.744000
Kernel 1: 0.028000
Kernel 2: 100.157997
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000949 1.000000 fi:0.138447. Ave ac:0.003049,0.005861
Initialization: 6.429000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.069000
Kernel 1: 0.023000
Kernel 2: 99.790001
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.000949 1.000000 fi:0.139554. Ave ac:0.002741,0.003387
Initialization: 6.794000
Memcpy Classifiers: 0.489000
Memcpy Instances: 10.258000
Kernel 1: 0.024000
Kernel 2: 97.178001
Copyback: 0.017000
Sum: 0.040000
It 13,Best ac:0.002135 1.000000 fi:0.136117. Ave ac:0.002415,0.004138
Initialization: 5.982000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.687000
Kernel 1: 0.025000
Kernel 2: 98.412003
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000949 1.000000 fi:0.131797. Ave ac:0.002197,0.002960
Initialization: 7.021000
Memcpy Classifiers: 0.967000
Memcpy Instances: 12.492000
Kernel 1: 0.024000
Kernel 2: 99.634003
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001423 1.000000 fi:0.126789. Ave ac:0.002273,0.003659
Initialization: 5.985000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.483000
Kernel 1: 0.024000
Kernel 2: 100.403999
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.000949 1.000000 fi:0.126149. Ave ac:0.002492,0.003235
Initialization: 5.959000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.868000
Kernel 1: 0.027000
Kernel 2: 97.734001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001423 1.000000 fi:0.124584. Ave ac:0.002604,0.003726
Initialization: 6.796000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.490000
Kernel 1: 0.024000
Kernel 2: 98.444000
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001186 1.000000 fi:0.131193. Ave ac:0.002422,0.003253
Initialization: 8.598000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.518000
Kernel 1: 0.024000
Kernel 2: 101.629997
Copyback: 0.018000
Sum: 0.035000
It 19,Best ac:0.003557 1.000000 fi:0.126752. Ave ac:0.002872,0.005163
Initialization: 6.107000
Memcpy Classifiers: 0.445000
Memcpy Instances: 8.472000
Kernel 1: 0.024000
Kernel 2: 100.386002
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.001423 1.000000 fi:0.130571. Ave ac:0.002953,0.004572
Initialization: 5.987000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.494000
Kernel 1: 0.024000
Kernel 2: 97.073997
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001186 1.000000 fi:0.131591. Ave ac:0.002618,0.003754
Initialization: 5.984000
Memcpy Classifiers: 0.517000
Memcpy Instances: 8.627000
Kernel 1: 0.022000
Kernel 2: 95.012001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001186 1.000000 fi:0.131541. Ave ac:0.002673,0.003961
Initialization: 6.014000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.490000
Kernel 1: 0.024000
Kernel 2: 95.642998
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001423 1.000000 fi:0.124584. Ave ac:0.002533,0.003039
Initialization: 6.014000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.469000
Kernel 1: 0.024000
Kernel 2: 93.162003
Copyback: 0.016000
Sum: 0.032000
It 24,Best ac:0.000949 1.000000 fi:0.134840. Ave ac:0.002551,0.003385
Initialization: 6.039000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.924000
Kernel 1: 0.024000
Kernel 2: 96.528000
Copyback: 0.018000
Sum: 0.042000
It 25,Best ac:0.001186 1.000000 fi:0.129681. Ave ac:0.002329,0.003555
Initialization: 5.967000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.487000
Kernel 1: 0.025000
Kernel 2: 94.335999
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001897 1.000000 fi:0.127332. Ave ac:0.002512,0.003945
MDL Theory Length Weight: 0.8610870580 (10)
Initialization: 8.261000
Memcpy Classifiers: 0.775000
Memcpy Instances: 12.793000
Kernel 1: 0.027000
Kernel 2: 89.984001
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.001897 1.000000 fi:0.124914. Ave ac:0.002442,0.003899
Initialization: 6.162000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.464000
Kernel 1: 0.024000
Kernel 2: 90.595001
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001898 1.000000 fi:0.124290. Ave ac:0.002490,0.003949
Initialization: 5.923000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.501000
Kernel 1: 0.024000
Kernel 2: 87.374001
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.002372 1.000000 fi:0.123952. Ave ac:0.002641,0.003812
Initialization: 6.012000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.496000
Kernel 1: 0.025000
Kernel 2: 86.921997
Copyback: 0.021000
Sum: 0.040000
It 30,Best ac:0.000949 1.000000 fi:0.126194. Ave ac:0.002552,0.005150
Initialization: 6.143000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.474000
Kernel 1: 0.024000
Kernel 2: 86.735001
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.000949 1.000000 fi:0.121865. Ave ac:0.002796,0.003926
Initialization: 5.917000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.500000
Kernel 1: 0.025000
Kernel 2: 89.320999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001423 1.000000 fi:0.122737. Ave ac:0.002554,0.003675
Initialization: 6.001000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.472000
Kernel 1: 0.024000
Kernel 2: 87.855003
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.002609 1.000000 fi:0.120705. Ave ac:0.003135,0.005391
Initialization: 24.653000
Memcpy Instances: 422.842010
Memcpy Classifiers: 0.114000
Kernel 1: 0.033000
Kernel 2: 504.115997
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 511.411987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 509.247009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 514.997986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 486.773987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 492.260010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.021000
Kernel 2: 496.092987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 512.203979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 488.839996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 509.661987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 489.091003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 229.020996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001565 0.714286 fi:0.406850. Ave ac:0.002185,0.007615
Best acc 0.001565 0.714286
Initialization: 6.298000
Memcpy Classifiers: 0.540000
Memcpy Instances: 11.788000
Kernel 1: 0.026000
Kernel 2: 103.379997
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005323 accuracy2:0.230921
Initialization: 7.928000
Memcpy Classifiers: 0.524000
Memcpy Instances: 12.759000
Kernel 1: 0.026000
Kernel 2: 103.910004
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.000949 0.800000 fi:0.299941. Ave ac:0.006432,0.010747
Initialization: 6.723000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.685000
Kernel 1: 0.027000
Kernel 2: 104.730003
Copyback: 0.018000
Sum: 0.035000
It 1,Best ac:0.000711 1.000000 fi:0.207112. Ave ac:0.006807,0.012061
Initialization: 6.002000
Memcpy Classifiers: 0.541000
Memcpy Instances: 11.682000
Kernel 1: 0.024000
Kernel 2: 101.639000
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001423 1.000000 fi:0.099746. Ave ac:0.005641,0.009823
Initialization: 6.000000
Memcpy Classifiers: 0.550000
Memcpy Instances: 8.511000
Kernel 1: 0.023000
Kernel 2: 99.141998
Copyback: 0.016000
Sum: 0.027000
It 3,Best ac:0.001186 0.833333 fi:0.266510. Ave ac:0.005097,0.009744
Initialization: 6.002000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.492000
Kernel 1: 0.024000
Kernel 2: 99.831001
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000949 1.000000 fi:0.099942. Ave ac:0.004495,0.008072
Initialization: 6.024000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.504000
Kernel 1: 0.024000
Kernel 2: 99.450996
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.000712 1.000000 fi:0.206337. Ave ac:0.004086,0.007510
Initialization: 5.969000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.471000
Kernel 1: 0.024000
Kernel 2: 98.200996
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.001423 1.000000 fi:0.099746. Ave ac:0.003982,0.007929
Initialization: 5.983000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.467000
Kernel 1: 0.025000
Kernel 2: 100.779999
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001423 0.857143 fi:0.242603. Ave ac:0.004011,0.007833
Initialization: 6.054000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.490000
Kernel 1: 0.025000
Kernel 2: 100.025002
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.000949 1.000000 fi:0.099942. Ave ac:0.003219,0.005432
Initialization: 5.956000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.496000
Kernel 1: 0.024000
Kernel 2: 101.695000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.000949 1.000000 fi:0.099942. Ave ac:0.003615,0.006425
Iteration 10:MDL fitness activated
Error 0.099942 TL 0.044118
MDL Theory Length Weight: 0.7551031963 (8)
Initialization: 5.957000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.488000
Kernel 1: 0.025000
Kernel 2: 98.011002
Copyback: 0.016000
Sum: 0.030000
It 10,Best ac:0.001423 1.000000 fi:0.126650. Ave ac:0.002378,0.004027
Initialization: 5.974000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.497000
Kernel 1: 0.024000
Kernel 2: 96.146004
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001186 1.000000 fi:0.119091. Ave ac:0.002285,0.003766
Initialization: 7.125000
Memcpy Classifiers: 0.673000
Memcpy Instances: 10.734000
Kernel 1: 0.025000
Kernel 2: 93.258003
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.001186 1.000000 fi:0.125002. Ave ac:0.002000,0.003364
Initialization: 6.799000
Memcpy Classifiers: 0.453000
Memcpy Instances: 12.084000
Kernel 1: 0.032000
Kernel 2: 95.720001
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.001186 1.000000 fi:0.128795. Ave ac:0.001916,0.002652
Initialization: 6.102000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.351000
Kernel 1: 0.033000
Kernel 2: 97.282997
Copyback: 0.017000
Sum: 0.044000
It 14,Best ac:0.001423 1.000000 fi:0.120203. Ave ac:0.002524,0.003774
Initialization: 8.953000
Memcpy Classifiers: 0.699000
Memcpy Instances: 11.536000
Kernel 1: 0.025000
Kernel 2: 93.988998
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.001186 1.000000 fi:0.131624. Ave ac:0.002407,0.004625
Initialization: 7.129000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.494000
Kernel 1: 0.024000
Kernel 2: 96.308998
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001423 1.000000 fi:0.123168. Ave ac:0.002840,0.005430
Initialization: 6.916000
Memcpy Classifiers: 0.879000
Memcpy Instances: 12.525000
Kernel 1: 0.025000
Kernel 2: 96.751999
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.001186 1.000000 fi:0.123229. Ave ac:0.003311,0.006468
Initialization: 6.022000
Memcpy Classifiers: 0.463000
Memcpy Instances: 8.463000
Kernel 1: 0.025000
Kernel 2: 95.445000
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001423 1.000000 fi:0.122653. Ave ac:0.002783,0.004118
Initialization: 6.004000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.536000
Kernel 1: 0.025000
Kernel 2: 97.487999
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001186 1.000000 fi:0.120262. Ave ac:0.002810,0.005222
Initialization: 5.964000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.491000
Kernel 1: 0.024000
Kernel 2: 99.552002
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001186 1.000000 fi:0.125414. Ave ac:0.003269,0.005178
MDL Theory Length Weight: 0.6795928767 (10)
Initialization: 5.978000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.502000
Kernel 1: 0.025000
Kernel 2: 96.359001
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000949 1.000000 fi:0.119953. Ave ac:0.003363,0.005151
Initialization: 6.118000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.465000
Kernel 1: 0.025000
Kernel 2: 95.775002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001660 1.000000 fi:0.120799. Ave ac:0.002888,0.006089
Initialization: 6.005000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.488000
Kernel 1: 0.024000
Kernel 2: 98.155998
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.000949 1.000000 fi:0.125744. Ave ac:0.003520,0.005164
Initialization: 6.965000
Memcpy Classifiers: 0.473000
Memcpy Instances: 12.676000
Kernel 1: 0.026000
Kernel 2: 98.341003
Copyback: 0.018000
Sum: 0.034000
It 24,Best ac:0.000949 1.000000 fi:0.118090. Ave ac:0.003079,0.004704
Initialization: 8.020000
Memcpy Classifiers: 0.531000
Memcpy Instances: 12.724000
Kernel 1: 0.023000
Kernel 2: 97.625000
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.000949 1.000000 fi:0.124085. Ave ac:0.002305,0.003690
Initialization: 6.032000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.931000
Kernel 1: 0.033000
Kernel 2: 95.963997
Copyback: 0.017000
Sum: 0.036000
It 26,Best ac:0.001186 1.000000 fi:0.122364. Ave ac:0.002242,0.003177
Initialization: 8.166000
Memcpy Classifiers: 0.595000
Memcpy Instances: 8.880000
Kernel 1: 0.025000
Kernel 2: 97.587997
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001423 1.000000 fi:0.116110. Ave ac:0.003518,0.004683
Initialization: 8.407000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.475000
Kernel 1: 0.025000
Kernel 2: 96.894997
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.001186 1.000000 fi:0.113317. Ave ac:0.002285,0.003979
Initialization: 6.073000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.486000
Kernel 1: 0.024000
Kernel 2: 95.097000
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001186 1.000000 fi:0.120891. Ave ac:0.003009,0.004996
Initialization: 5.965000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.886000
Kernel 1: 0.024000
Kernel 2: 97.265999
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.001423 1.000000 fi:0.115482. Ave ac:0.002490,0.004521
Initialization: 6.008000
Memcpy Classifiers: 0.412000
Memcpy Instances: 12.727000
Kernel 1: 0.025000
Kernel 2: 95.305000
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.000949 1.000000 fi:0.123719. Ave ac:0.002566,0.005403
Initialization: 6.077000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.480000
Kernel 1: 0.023000
Kernel 2: 96.508003
Copyback: 0.018000
Sum: 0.042000
It 32,Best ac:0.001186 1.000000 fi:0.118354. Ave ac:0.003114,0.006970
Initialization: 5.993000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.614000
Kernel 1: 0.023000
Kernel 2: 94.261002
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001897 1.000000 fi:0.113499. Ave ac:0.002219,0.003298
Initialization: 24.646999
Memcpy Instances: 523.976990
Memcpy Classifiers: 0.075000
Kernel 1: 0.026000
Kernel 2: 535.752014
Copyback: 0.016000
Sum: 0.020000
Memcpy Classifiers: 0.111000
Kernel 1: 0.023000
Kernel 2: 534.044006
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.015000
Kernel 2: 505.578003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 545.348022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 549.820007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 552.510010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.016000
Kernel 2: 526.323975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 540.057983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 529.875000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 530.932983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 529.189026
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 228.149994
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000930 0.673540 fi:0.447562. Ave ac:0.002431,0.008503
Best acc 0.000930 0.673540
Rule:Att PSSM_-3_6 is [-5.343177,-0.656823]|Att PSSM_-3_12 is [>-4.594410]|Att PSSM_-2_12 is [<-2.372386]|Att PSSM_-1_12 is [<0.357910]|Att PSSM_0_4 is [<-5.864890]|Att PSSM_0_12 is [-6.343497,-2.442696]|Att PSSM_2_15 is [-6.523172,-1.476827]|Att PSSM_3_4 is [<6.013648]|1
Accuracy : 0.763687
0	1	
159495	4585	
50863	19695	
Removed 462 instances. 210358 Instances left. Acc of rule 0.001565-0.714286
Initialization: 6.199000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.456000
Kernel 1: 0.027000
Kernel 2: 103.364998
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005081 accuracy2:0.243807
Initialization: 5.965000
Memcpy Classifiers: 0.534000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 102.314003
Copyback: 0.016000
Sum: 0.045000
It 0,Best ac:0.002852 0.800000 fi:0.299150. Ave ac:0.006183,0.010803
Initialization: 6.008000
Memcpy Classifiers: 0.505000
Memcpy Instances: 12.419000
Kernel 1: 0.027000
Kernel 2: 100.017998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000951 1.000000 fi:0.099939. Ave ac:0.006193,0.011088
Initialization: 8.279000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.068000
Kernel 1: 0.024000
Kernel 2: 97.277000
Copyback: 0.018000
Sum: 0.036000
It 2,Best ac:0.000951 1.000000 fi:0.099939. Ave ac:0.006012,0.011920
Initialization: 6.681000
Memcpy Classifiers: 0.454000
Memcpy Instances: 12.286000
Kernel 1: 0.024000
Kernel 2: 96.774002
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.002376 0.909091 fi:0.190257. Ave ac:0.005474,0.010311
Initialization: 6.003000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.470000
Kernel 1: 0.025000
Kernel 2: 97.596001
Copyback: 0.018000
Sum: 0.041000
It 4,Best ac:0.001902 1.000000 fi:0.099544. Ave ac:0.004469,0.007273
Initialization: 6.000000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.447000
Kernel 1: 0.024000
Kernel 2: 95.056999
Copyback: 0.019000
Sum: 0.039000
It 5,Best ac:0.000951 1.000000 fi:0.099939. Ave ac:0.003579,0.007134
Initialization: 5.970000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.462000
Kernel 1: 0.024000
Kernel 2: 95.003998
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.000951 1.000000 fi:0.099939. Ave ac:0.003497,0.005210
Initialization: 6.120000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.496000
Kernel 1: 0.024000
Kernel 2: 96.089996
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001188 1.000000 fi:0.099840. Ave ac:0.003502,0.004344
Initialization: 6.049000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.456000
Kernel 1: 0.025000
Kernel 2: 96.422997
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001426 1.000000 fi:0.099742. Ave ac:0.004093,0.008312
Initialization: 6.031000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.459000
Kernel 1: 0.025000
Kernel 2: 96.811996
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001189 1.000000 fi:0.099840. Ave ac:0.003241,0.005102
Iteration 10:MDL fitness activated
Error 0.099840 TL 0.043237
MDL Theory Length Weight: 0.7697206867 (6)
Initialization: 5.962000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.495000
Kernel 1: 0.025000
Kernel 2: 97.651001
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.000951 1.000000 fi:0.124628. Ave ac:0.002935,0.003937
Initialization: 6.044000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.469000
Kernel 1: 0.025000
Kernel 2: 98.703003
Copyback: 0.016000
Sum: 0.034000
It 11,Best ac:0.000951 1.000000 fi:0.117452. Ave ac:0.002676,0.003521
Initialization: 6.039000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.450000
Kernel 1: 0.025000
Kernel 2: 95.177002
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.001188 1.000000 fi:0.124529. Ave ac:0.003374,0.004419
Initialization: 5.982000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.465000
Kernel 1: 0.025000
Kernel 2: 97.917999
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001426 1.000000 fi:0.121440. Ave ac:0.002822,0.003910
Initialization: 5.946000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.468000
Kernel 1: 0.024000
Kernel 2: 98.272003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.000951 1.000000 fi:0.131759. Ave ac:0.001917,0.002969
Initialization: 6.026000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.450000
Kernel 1: 0.024000
Kernel 2: 96.716003
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000951 1.000000 fi:0.130343. Ave ac:0.002911,0.005470
Initialization: 5.983000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.448000
Kernel 1: 0.024000
Kernel 2: 97.516998
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001426 1.000000 fi:0.119275. Ave ac:0.002793,0.004576
Initialization: 6.012000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.480000
Kernel 1: 0.026000
Kernel 2: 97.513000
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001188 1.000000 fi:0.112846. Ave ac:0.002715,0.004207
Initialization: 5.968000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.505000
Kernel 1: 0.024000
Kernel 2: 96.228996
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001664 1.000000 fi:0.116088. Ave ac:0.002126,0.003907
Initialization: 6.021000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.499000
Kernel 1: 0.024000
Kernel 2: 99.574997
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001426 1.000000 fi:0.127341. Ave ac:0.002530,0.005065
Initialization: 6.013000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.452000
Kernel 1: 0.025000
Kernel 2: 99.865997
Copyback: 0.016000
Sum: 0.032000
It 20,Best ac:0.000951 1.000000 fi:0.121791. Ave ac:0.002723,0.003579
Initialization: 7.616000
Memcpy Classifiers: 0.840000
Memcpy Instances: 9.373000
Kernel 1: 0.024000
Kernel 2: 99.036003
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001188 1.000000 fi:0.118843. Ave ac:0.002062,0.003211
Initialization: 7.146000
Memcpy Classifiers: 0.666000
Memcpy Instances: 8.584000
Kernel 1: 0.033000
Kernel 2: 98.293999
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.000951 1.000000 fi:0.116144. Ave ac:0.002418,0.003288
Initialization: 6.248000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.093000
Kernel 1: 0.033000
Kernel 2: 98.185997
Copyback: 0.020000
Sum: 0.033000
It 23,Best ac:0.000951 1.000000 fi:0.121849. Ave ac:0.002330,0.003668
Initialization: 7.048000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.841000
Kernel 1: 0.026000
Kernel 2: 97.444000
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.002139 1.000000 fi:0.128065. Ave ac:0.002063,0.002560
Initialization: 7.025000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.522000
Kernel 1: 0.021000
Kernel 2: 98.193001
Copyback: 0.018000
Sum: 0.042000
It 25,Best ac:0.001188 1.000000 fi:0.129352. Ave ac:0.002262,0.003544
Initialization: 6.524000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.480000
Kernel 1: 0.024000
Kernel 2: 96.031998
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.000951 1.000000 fi:0.118942. Ave ac:0.002169,0.003611
MDL Theory Length Weight: 0.6927486180 (10)
Initialization: 6.713000
Memcpy Classifiers: 0.657000
Memcpy Instances: 11.060000
Kernel 1: 0.025000
Kernel 2: 93.213997
Copyback: 0.018000
Sum: 0.037000
It 27,Best ac:0.001188 1.000000 fi:0.115868. Ave ac:0.002489,0.005547
Initialization: 7.382000
Memcpy Classifiers: 0.639000
Memcpy Instances: 9.070000
Kernel 1: 0.024000
Kernel 2: 90.325996
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.001189 1.000000 fi:0.118879. Ave ac:0.002240,0.003255
Initialization: 7.512000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.615000
Kernel 1: 0.024000
Kernel 2: 90.623001
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.002139 1.000000 fi:0.120093. Ave ac:0.002407,0.003606
Initialization: 7.712000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.569000
Kernel 1: 0.024000
Kernel 2: 94.947998
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001188 1.000000 fi:0.119079. Ave ac:0.002131,0.004708
Initialization: 5.963000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.482000
Kernel 1: 0.024000
Kernel 2: 92.414001
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001188 1.000000 fi:0.120089. Ave ac:0.002429,0.003112
Initialization: 6.023000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.480000
Kernel 1: 0.023000
Kernel 2: 91.639000
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.000713 1.000000 fi:0.215833. Ave ac:0.001890,0.004326
Initialization: 5.973000
Memcpy Classifiers: 0.442000
Memcpy Instances: 8.465000
Kernel 1: 0.023000
Kernel 2: 91.221001
Copyback: 0.016000
Sum: 0.035000
It 33,Best ac:0.001189 1.000000 fi:0.117215. Ave ac:0.002917,0.004230
Initialization: 25.353001
Memcpy Instances: 516.698975
Memcpy Classifiers: 0.080000
Kernel 1: 0.024000
Kernel 2: 524.580017
Copyback: 0.018000
Sum: 0.017000
Memcpy Classifiers: 0.118000
Kernel 1: 0.025000
Kernel 2: 573.236023
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.101000
Kernel 1: 0.017000
Kernel 2: 546.468018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 550.249023
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 561.267029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 539.008972
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.022000
Kernel 2: 545.254028
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 540.989014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.115000
Kernel 1: 0.022000
Kernel 2: 550.106018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.115000
Kernel 1: 0.023000
Kernel 2: 527.187012
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.023000
Kernel 2: 528.729004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.016000
Kernel 2: 158.671005
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001179 0.723032 fi:0.397061. Ave ac:0.002388,0.008023
Best acc 0.001179 0.723032
Initialization: 5.965000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.472000
Kernel 1: 0.026000
Kernel 2: 103.128998
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.005122 accuracy2:0.229848
Initialization: 7.706000
Memcpy Classifiers: 0.726000
Memcpy Instances: 8.926000
Kernel 1: 0.023000
Kernel 2: 101.889999
Copyback: 0.018000
Sum: 0.043000
It 0,Best ac:0.001426 0.750000 fi:0.349742. Ave ac:0.005519,0.008772
Initialization: 7.329000
Memcpy Classifiers: 0.664000
Memcpy Instances: 9.998000
Kernel 1: 0.033000
Kernel 2: 101.819000
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.000951 0.800000 fi:0.299939. Ave ac:0.006259,0.010275
Initialization: 8.369000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.797000
Kernel 1: 0.024000
Kernel 2: 100.427002
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001426 1.000000 fi:0.099742. Ave ac:0.005303,0.008207
Initialization: 6.003000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.539000
Kernel 1: 0.024000
Kernel 2: 99.362000
Copyback: 0.018000
Sum: 0.041000
It 3,Best ac:0.001664 0.875000 fi:0.224643. Ave ac:0.005219,0.010396
Initialization: 7.721000
Memcpy Classifiers: 0.816000
Memcpy Instances: 11.469000
Kernel 1: 0.033000
Kernel 2: 99.119003
Copyback: 0.372000
Sum: 0.038000
It 4,Best ac:0.001188 1.000000 fi:0.099841. Ave ac:0.005126,0.009128
Initialization: 7.622000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.497000
Kernel 1: 0.022000
Kernel 2: 96.167000
Copyback: 0.023000
Sum: 0.042000
It 5,Best ac:0.000713 1.000000 fi:0.202439. Ave ac:0.004657,0.008335
Initialization: 7.124000
Memcpy Classifiers: 0.522000
Memcpy Instances: 10.509000
Kernel 1: 0.024000
Kernel 2: 94.690002
Copyback: 0.017000
Sum: 0.038000
It 6,Best ac:0.001188 1.000000 fi:0.099841. Ave ac:0.004124,0.008618
Initialization: 8.008000
Memcpy Classifiers: 0.640000
Memcpy Instances: 11.684000
Kernel 1: 0.025000
Kernel 2: 94.753998
Copyback: 0.018000
Sum: 0.040000
It 7,Best ac:0.001426 1.000000 fi:0.099742. Ave ac:0.004743,0.009798
Initialization: 8.308000
Memcpy Classifiers: 0.807000
Memcpy Instances: 13.011000
Kernel 1: 0.033000
Kernel 2: 91.674004
Copyback: 0.019000
Sum: 0.045000
It 8,Best ac:0.001188 1.000000 fi:0.099840. Ave ac:0.004298,0.011172
Initialization: 6.029000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.454000
Kernel 1: 0.025000
Kernel 2: 91.492996
Copyback: 0.016000
Sum: 0.032000
It 9,Best ac:0.001902 1.000000 fi:0.099544. Ave ac:0.003038,0.006285
Iteration 10:MDL fitness activated
Error 0.099544 TL 0.038488
MDL Theory Length Weight: 0.8621215320 (1)
Initialization: 7.729000
Memcpy Classifiers: 0.646000
Memcpy Instances: 11.408000
Kernel 1: 0.026000
Kernel 2: 93.579002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001188 1.000000 fi:0.127390. Ave ac:0.003982,0.008346
Initialization: 5.996000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.451000
Kernel 1: 0.024000
Kernel 2: 95.027000
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000951 1.000000 fi:0.124212. Ave ac:0.003864,0.013522
Initialization: 6.030000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.465000
Kernel 1: 0.025000
Kernel 2: 94.714996
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000951 1.000000 fi:0.120499. Ave ac:0.003590,0.009904
Initialization: 5.935000
Memcpy Classifiers: 0.485000
Memcpy Instances: 8.495000
Kernel 1: 0.024000
Kernel 2: 93.556000
Copyback: 0.018000
Sum: 0.040000
It 13,Best ac:0.001664 1.000000 fi:0.106794. Ave ac:0.003631,0.008668
Initialization: 6.040000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.463000
Kernel 1: 0.025000
Kernel 2: 89.214996
Copyback: 0.018000
Sum: 0.045000
It 14,Best ac:0.001426 1.000000 fi:0.123412. Ave ac:0.004300,0.010760
Initialization: 5.948000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.464000
Kernel 1: 0.026000
Kernel 2: 89.300003
Copyback: 0.019000
Sum: 0.036000
It 15,Best ac:0.001188 1.000000 fi:0.120685. Ave ac:0.004608,0.013892
Initialization: 6.002000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.444000
Kernel 1: 0.025000
Kernel 2: 90.532997
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.000951 1.000000 fi:0.117576. Ave ac:0.003578,0.008345
Initialization: 7.181000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.484000
Kernel 1: 0.025000
Kernel 2: 87.321999
Copyback: 0.018000
Sum: 0.041000
It 17,Best ac:0.001188 1.000000 fi:0.127374. Ave ac:0.003631,0.010447
Initialization: 6.037000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.457000
Kernel 1: 0.024000
Kernel 2: 86.579002
Copyback: 0.019000
Sum: 0.040000
It 18,Best ac:0.000951 1.000000 fi:0.119108. Ave ac:0.003333,0.007462
Initialization: 7.785000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.487000
Kernel 1: 0.024000
Kernel 2: 83.398003
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001426 1.000000 fi:0.120846. Ave ac:0.003730,0.007372
Initialization: 7.381000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.475000
Kernel 1: 0.024000
Kernel 2: 87.313004
Copyback: 0.019000
Sum: 0.036000
It 20,Best ac:0.000951 1.000000 fi:0.118693. Ave ac:0.003852,0.007822
Initialization: 6.040000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.447000
Kernel 1: 0.024000
Kernel 2: 80.944000
Copyback: 0.019000
Sum: 0.040000
It 21,Best ac:0.000951 1.000000 fi:0.118795. Ave ac:0.003567,0.008021
Initialization: 5.967000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.484000
Kernel 1: 0.024000
Kernel 2: 81.066002
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001663 1.000000 fi:0.114731. Ave ac:0.003573,0.008298
MDL Theory Length Weight: 0.7759093788 (10)
Initialization: 6.782000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.488000
Kernel 1: 0.024000
Kernel 2: 82.278999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000951 1.000000 fi:0.106375. Ave ac:0.002254,0.005160
Initialization: 6.061000
Memcpy Classifiers: 0.358000
Memcpy Instances: 11.621000
Kernel 1: 0.024000
Kernel 2: 80.781998
Copyback: 0.016000
Sum: 0.036000
It 24,Best ac:0.001188 1.000000 fi:0.112820. Ave ac:0.004016,0.009591
Initialization: 5.951000
Memcpy Classifiers: 0.372000
Memcpy Instances: 8.496000
Kernel 1: 0.024000
Kernel 2: 84.042000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001664 1.000000 fi:0.110842. Ave ac:0.004324,0.013528
Initialization: 5.991000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.462000
Kernel 1: 0.024000
Kernel 2: 82.565002
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.000951 1.000000 fi:0.117474. Ave ac:0.003757,0.006676
Initialization: 5.987000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.445000
Kernel 1: 0.025000
Kernel 2: 83.500000
Copyback: 0.016000
Sum: 0.027000
It 27,Best ac:0.001426 1.000000 fi:0.116077. Ave ac:0.003595,0.007222
Initialization: 5.971000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.470000
Kernel 1: 0.024000
Kernel 2: 87.162003
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.001902 1.000000 fi:0.114295. Ave ac:0.003895,0.008189
Initialization: 6.090000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.476000
Kernel 1: 0.025000
Kernel 2: 80.896004
Copyback: 0.016000
Sum: 0.028000
It 29,Best ac:0.000951 1.000000 fi:0.109051. Ave ac:0.003786,0.007689
Initialization: 6.091000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.458000
Kernel 1: 0.025000
Kernel 2: 82.132004
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001664 1.000000 fi:0.114988. Ave ac:0.003921,0.009686
Initialization: 5.999000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.442000
Kernel 1: 0.025000
Kernel 2: 80.708000
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.000951 1.000000 fi:0.118940. Ave ac:0.004369,0.011128
Initialization: 6.005000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.443000
Kernel 1: 0.024000
Kernel 2: 81.619003
Copyback: 0.016000
Sum: 0.024000
It 32,Best ac:0.000951 1.000000 fi:0.116166. Ave ac:0.004437,0.012146
MDL Theory Length Weight: 0.6983184409 (20)
Initialization: 6.014000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.445000
Kernel 1: 0.025000
Kernel 2: 83.447998
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001188 1.000000 fi:0.116361. Ave ac:0.004600,0.012755
Initialization: 25.209000
Memcpy Instances: 433.710999
Memcpy Classifiers: 0.075000
Kernel 1: 0.032000
Kernel 2: 511.598999
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 533.414001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 512.780029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 511.821014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 511.101990
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.105000
Kernel 1: 0.024000
Kernel 2: 520.802002
Copyback: 0.366000
Sum: 0.003000
Memcpy Classifiers: 0.106000
Kernel 1: 0.023000
Kernel 2: 523.252991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.022000
Kernel 2: 522.245972
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 508.770996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.022000
Kernel 2: 524.921021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.015000
Kernel 2: 542.668030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 142.559998
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001193 0.687671 fi:0.427949. Ave ac:0.004547,0.020771
Best acc 0.001193 0.687671
Rule:Att PSSM_-3_1 is [-1.960022,4.338611]|Att PSSM_-3_5 is [<4.836405]|Att PSSM_-3_12 is [-6.986321,2.512683]|Att PSSM_-2_5 is [<4.947558]|Att PSSM_0_2 is [-6.980847,-4.153284]|Att PSSM_0_11 is [-4.358036,4.358036]|Att PSSM_1_15 is [<-2.787828]|Att PSSM_3_6 is [>-6.475548]|Att PSSM_3_16 is [<3.250093]|Att PSSM_4_5 is [-1.954068,4.074109]|Att PSSM_4_6 is [-5.409201,-0.627077]|1
Accuracy : 0.764339
0	1	
159400	4680	
50615	19943	
Removed 343 instances. 210015 Instances left. Acc of rule 0.001179-0.723032
Initialization: 5.974000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.855000
Kernel 1: 0.036000
Kernel 2: 102.537003
Copyback: 0.018000
Sum: 0.055000
Initial population average accuracy1:0.005875 accuracy2:0.241988
Initialization: 6.776000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.888000
Kernel 1: 0.023000
Kernel 2: 104.455002
Copyback: 0.018000
Sum: 0.057000
It 0,Best ac:0.000952 1.000000 fi:0.099937. Ave ac:0.006217,0.010320
Initialization: 6.121000
Memcpy Classifiers: 0.560000
Memcpy Instances: 11.621000
Kernel 1: 0.024000
Kernel 2: 103.156998
Copyback: 0.018000
Sum: 0.038000
It 1,Best ac:0.002619 0.785714 fi:0.313529. Ave ac:0.005440,0.008971
Initialization: 7.939000
Memcpy Classifiers: 0.529000
Memcpy Instances: 8.477000
Kernel 1: 0.024000
Kernel 2: 104.568001
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.000952 0.800000 fi:0.299937. Ave ac:0.005419,0.009477
Initialization: 8.184000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.442000
Kernel 1: 0.025000
Kernel 2: 101.958000
Copyback: 0.018000
Sum: 0.036000
It 3,Best ac:0.001905 1.000000 fi:0.099541. Ave ac:0.005230,0.008995
Initialization: 8.069000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.046000
Kernel 1: 0.023000
Kernel 2: 101.350998
Copyback: 0.019000
Sum: 0.038000
It 4,Best ac:0.000714 1.000000 fi:0.197710. Ave ac:0.006012,0.009398
Initialization: 7.450000
Memcpy Classifiers: 0.507000
Memcpy Instances: 10.541000
Kernel 1: 0.023000
Kernel 2: 99.992996
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001190 0.833333 fi:0.266505. Ave ac:0.005600,0.012479
Initialization: 6.007000
Memcpy Classifiers: 0.497000
Memcpy Instances: 11.347000
Kernel 1: 0.024000
Kernel 2: 102.521004
Copyback: 0.018000
Sum: 0.030000
It 6,Best ac:0.002856 1.000000 fi:0.099145. Ave ac:0.006030,0.011350
Initialization: 6.023000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.432000
Kernel 1: 0.025000
Kernel 2: 99.558998
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001190 1.000000 fi:0.099838. Ave ac:0.004203,0.008126
Initialization: 6.004000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.513000
Kernel 1: 0.024000
Kernel 2: 98.331001
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.001667 1.000000 fi:0.099640. Ave ac:0.003927,0.006988
Initialization: 5.936000
Memcpy Classifiers: 0.439000
Memcpy Instances: 10.713000
Kernel 1: 0.034000
Kernel 2: 100.651001
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001429 1.000000 fi:0.099739. Ave ac:0.003045,0.004736
Iteration 10:MDL fitness activated
Error 0.099739 TL 0.041646
MDL Theory Length Weight: 0.7983001109 (4)
Initialization: 7.495000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.648000
Kernel 1: 0.024000
Kernel 2: 102.140999
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.001428 1.000000 fi:0.119747. Ave ac:0.002989,0.004484
Initialization: 6.030000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.436000
Kernel 1: 0.025000
Kernel 2: 100.705002
Copyback: 0.366000
Sum: 0.046000
It 11,Best ac:0.000952 1.000000 fi:0.133414. Ave ac:0.002003,0.003142
Initialization: 6.035000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.447000
Kernel 1: 0.024000
Kernel 2: 100.375999
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001905 1.000000 fi:0.124757. Ave ac:0.002669,0.004538
Initialization: 6.024000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.437000
Kernel 1: 0.025000
Kernel 2: 99.226997
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.000952 1.000000 fi:0.128239. Ave ac:0.002267,0.003814
Initialization: 6.024000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.478000
Kernel 1: 0.024000
Kernel 2: 97.084000
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.000952 1.000000 fi:0.128340. Ave ac:0.002120,0.004049
Initialization: 5.940000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.471000
Kernel 1: 0.025000
Kernel 2: 100.731003
Copyback: 0.016000
Sum: 0.031000
It 15,Best ac:0.000952 1.000000 fi:0.130044. Ave ac:0.001908,0.004019
Initialization: 5.969000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.450000
Kernel 1: 0.024000
Kernel 2: 99.621002
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.000952 1.000000 fi:0.127155. Ave ac:0.003347,0.007410
Initialization: 6.013000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.467000
Kernel 1: 0.024000
Kernel 2: 99.383003
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.001190 1.000000 fi:0.126429. Ave ac:0.002158,0.005055
Initialization: 5.962000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.453000
Kernel 1: 0.025000
Kernel 2: 98.973999
Copyback: 0.016000
Sum: 0.031000
It 18,Best ac:0.000952 1.000000 fi:0.125370. Ave ac:0.002088,0.002522
Initialization: 6.163000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.208000
Kernel 1: 0.025000
Kernel 2: 101.111000
Copyback: 0.018000
Sum: 0.039000
It 19,Best ac:0.001190 1.000000 fi:0.131245. Ave ac:0.001956,0.002502
MDL Theory Length Weight: 0.7184700998 (14)
Initialization: 5.992000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.491000
Kernel 1: 0.025000
Kernel 2: 99.731003
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.001190 1.000000 fi:0.125116. Ave ac:0.002492,0.004270
Initialization: 5.988000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.442000
Kernel 1: 0.024000
Kernel 2: 99.873001
Copyback: 0.021000
Sum: 0.042000
It 21,Best ac:0.001429 1.000000 fi:0.125296. Ave ac:0.001522,0.002274
Initialization: 6.037000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.012000
Kernel 1: 0.023000
Kernel 2: 101.863998
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000952 1.000000 fi:0.127146. Ave ac:0.001810,0.002196
Initialization: 7.294000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.473000
Kernel 1: 0.024000
Kernel 2: 101.625000
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.000952 1.000000 fi:0.132531. Ave ac:0.001869,0.002490
Initialization: 6.060000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.493000
Kernel 1: 0.024000
Kernel 2: 101.244003
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001428 1.000000 fi:0.123988. Ave ac:0.002163,0.003481
Initialization: 7.432000
Memcpy Classifiers: 0.641000
Memcpy Instances: 10.268000
Kernel 1: 0.034000
Kernel 2: 102.750000
Copyback: 0.018000
Sum: 0.035000
It 25,Best ac:0.001190 1.000000 fi:0.127200. Ave ac:0.002243,0.003074
Initialization: 5.993000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.209000
Kernel 1: 0.024000
Kernel 2: 101.822998
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.001905 1.000000 fi:0.125235. Ave ac:0.002042,0.002792
Initialization: 7.535000
Memcpy Classifiers: 0.690000
Memcpy Instances: 10.310000
Kernel 1: 0.034000
Kernel 2: 102.232002
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.000952 1.000000 fi:0.125785. Ave ac:0.001790,0.002325
Initialization: 5.963000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.468000
Kernel 1: 0.024000
Kernel 2: 104.514000
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.002380 1.000000 fi:0.123274. Ave ac:0.002193,0.002855
Initialization: 5.971000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.442000
Kernel 1: 0.023000
Kernel 2: 101.942001
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.000952 1.000000 fi:0.123639. Ave ac:0.001624,0.002557
Initialization: 5.961000
Memcpy Classifiers: 0.490000
Memcpy Instances: 11.672000
Kernel 1: 0.027000
Kernel 2: 102.866997
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.002143 1.000000 fi:0.126469. Ave ac:0.001770,0.002719
Initialization: 7.514000
Memcpy Classifiers: 0.839000
Memcpy Instances: 12.522000
Kernel 1: 0.023000
Kernel 2: 103.079002
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.001667 1.000000 fi:0.122995. Ave ac:0.002183,0.004326
Initialization: 6.060000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.452000
Kernel 1: 0.024000
Kernel 2: 101.690002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001429 1.000000 fi:0.122150. Ave ac:0.001899,0.003374
Initialization: 6.020000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.457000
Kernel 1: 0.024000
Kernel 2: 100.424004
Copyback: 0.018000
Sum: 0.040000
It 33,Best ac:0.001190 1.000000 fi:0.117500. Ave ac:0.002552,0.003932
Initialization: 25.156000
Memcpy Instances: 415.806000
Memcpy Classifiers: 0.080000
Kernel 1: 0.029000
Kernel 2: 581.125000
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 560.056030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 556.008972
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 574.575989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 576.760986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 584.338013
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 552.409973
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 545.505981
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 564.646973
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 551.648987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.024000
Kernel 2: 555.440979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 168.283005
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000876 0.669091 fi:0.457974. Ave ac:0.002269,0.008009
Best acc 0.000876 0.669091
Initialization: 6.743000
Memcpy Classifiers: 0.519000
Memcpy Instances: 11.530000
Kernel 1: 0.024000
Kernel 2: 103.335999
Copyback: 0.018000
Sum: 0.036000
Initial population average accuracy1:0.006753 accuracy2:0.236351
Initialization: 6.534000
Memcpy Classifiers: 0.504000
Memcpy Instances: 9.765000
Kernel 1: 0.035000
Kernel 2: 102.124001
Copyback: 0.017000
Sum: 0.031000
It 0,Best ac:0.002381 0.666667 fi:0.432676. Ave ac:0.007623,0.014806
Initialization: 6.372000
Memcpy Classifiers: 0.522000
Memcpy Instances: 12.353000
Kernel 1: 0.027000
Kernel 2: 100.278999
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.000952 1.000000 fi:0.099937. Ave ac:0.006903,0.014460
Initialization: 8.625000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.793000
Kernel 1: 0.023000
Kernel 2: 100.190002
Copyback: 0.018000
Sum: 0.033000
It 2,Best ac:0.000714 1.000000 fi:0.198502. Ave ac:0.006995,0.012408
Initialization: 6.014000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.728000
Kernel 1: 0.024000
Kernel 2: 100.848000
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000952 1.000000 fi:0.099937. Ave ac:0.006715,0.011622
Initialization: 6.027000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.067000
Kernel 1: 0.024000
Kernel 2: 100.301003
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001190 1.000000 fi:0.099838. Ave ac:0.005320,0.008355
Initialization: 5.982000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.828000
Kernel 1: 0.032000
Kernel 2: 99.582001
Copyback: 0.017000
Sum: 0.045000
It 5,Best ac:0.000952 1.000000 fi:0.099937. Ave ac:0.004053,0.006669
Initialization: 5.990000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.473000
Kernel 1: 0.024000
Kernel 2: 100.186996
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.000952 1.000000 fi:0.099937. Ave ac:0.004292,0.006408
Initialization: 5.987000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.728000
Kernel 1: 0.027000
Kernel 2: 97.512001
Copyback: 0.016000
Sum: 0.029000
It 7,Best ac:0.000714 1.000000 fi:0.197710. Ave ac:0.003218,0.004768
Initialization: 5.978000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.469000
Kernel 1: 0.023000
Kernel 2: 98.005997
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001190 1.000000 fi:0.099838. Ave ac:0.003554,0.004306
Initialization: 7.898000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.536000
Kernel 1: 0.024000
Kernel 2: 99.060997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.000952 1.000000 fi:0.099937. Ave ac:0.002627,0.003616
Iteration 10:MDL fitness activated
Error 0.099937 TL 0.026522
MDL Theory Length Weight: 1.2560369631 (6)
Initialization: 5.983000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.454000
Kernel 1: 0.023000
Kernel 2: 96.962997
Copyback: 0.016000
Sum: 0.030000
It 10,Best ac:0.001190 1.000000 fi:0.145818. Ave ac:0.002655,0.004044
Initialization: 5.981000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.420000
Kernel 1: 0.024000
Kernel 2: 97.002998
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000952 1.000000 fi:0.147780. Ave ac:0.003045,0.004531
Initialization: 5.926000
Memcpy Classifiers: 0.480000
Memcpy Instances: 8.456000
Kernel 1: 0.024000
Kernel 2: 98.348000
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001666 1.000000 fi:0.152502. Ave ac:0.003067,0.004860
Initialization: 5.946000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.454000
Kernel 1: 0.025000
Kernel 2: 97.499001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001190 1.000000 fi:0.144455. Ave ac:0.002682,0.003571
Initialization: 5.990000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.429000
Kernel 1: 0.024000
Kernel 2: 99.073997
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000952 1.000000 fi:0.148981. Ave ac:0.002626,0.003802
Initialization: 6.057000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.141000
Kernel 1: 0.024000
Kernel 2: 101.512001
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001429 1.000000 fi:0.134769. Ave ac:0.002486,0.003741
Initialization: 7.622000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.822000
Kernel 1: 0.033000
Kernel 2: 103.088997
Copyback: 0.018000
Sum: 0.038000
It 16,Best ac:0.000952 1.000000 fi:0.131500. Ave ac:0.002049,0.003289
Initialization: 5.968000
Memcpy Classifiers: 0.499000
Memcpy Instances: 10.818000
Kernel 1: 0.025000
Kernel 2: 100.529999
Copyback: 0.018000
Sum: 0.041000
It 17,Best ac:0.000952 1.000000 fi:0.145959. Ave ac:0.002520,0.003441
Initialization: 6.035000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.598000
Kernel 1: 0.024000
Kernel 2: 100.098000
Copyback: 0.370000
Sum: 0.034000
It 18,Best ac:0.000952 1.000000 fi:0.128967. Ave ac:0.002754,0.004276
Initialization: 6.111000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.482000
Kernel 1: 0.027000
Kernel 2: 100.695999
Copyback: 0.018000
Sum: 0.042000
It 19,Best ac:0.000952 1.000000 fi:0.136711. Ave ac:0.002266,0.003050
Initialization: 6.851000
Memcpy Classifiers: 0.743000
Memcpy Instances: 12.718000
Kernel 1: 0.075000
Kernel 2: 102.213997
Copyback: 0.016000
Sum: 0.027000
It 20,Best ac:0.001190 1.000000 fi:0.137669. Ave ac:0.003028,0.005333
Initialization: 5.920000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.364000
Kernel 1: 0.027000
Kernel 2: 101.876999
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.001667 1.000000 fi:0.136413. Ave ac:0.003422,0.006264
Initialization: 7.423000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.805000
Kernel 1: 0.024000
Kernel 2: 101.353996
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001190 1.000000 fi:0.137279. Ave ac:0.002912,0.004282
Initialization: 6.039000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.450000
Kernel 1: 0.024000
Kernel 2: 100.445000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.000952 1.000000 fi:0.137904. Ave ac:0.002611,0.003818
Initialization: 5.974000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.430000
Kernel 1: 0.026000
Kernel 2: 99.760002
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.000952 1.000000 fi:0.136629. Ave ac:0.002796,0.004107
Initialization: 5.989000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.882000
Kernel 1: 0.023000
Kernel 2: 99.519997
Copyback: 0.017000
Sum: 0.037000
It 25,Best ac:0.000952 1.000000 fi:0.147663. Ave ac:0.002490,0.003397
Initialization: 6.118000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.480000
Kernel 1: 0.024000
Kernel 2: 99.334000
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001190 1.000000 fi:0.148868. Ave ac:0.002659,0.004315
Initialization: 5.960000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.346000
Kernel 1: 0.034000
Kernel 2: 97.230003
Copyback: 0.018000
Sum: 0.038000
It 27,Best ac:0.001429 1.000000 fi:0.132485. Ave ac:0.002708,0.004390
MDL Theory Length Weight: 1.1304332668 (10)
Initialization: 6.098000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.744000
Kernel 1: 0.034000
Kernel 2: 96.514999
Copyback: 0.018000
Sum: 0.037000
It 28,Best ac:0.000952 1.000000 fi:0.124583. Ave ac:0.003203,0.004826
Initialization: 6.000000
Memcpy Classifiers: 0.450000
Memcpy Instances: 12.578000
Kernel 1: 0.028000
Kernel 2: 97.605003
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001190 1.000000 fi:0.131503. Ave ac:0.003214,0.004055
Initialization: 8.429000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.479000
Kernel 1: 0.023000
Kernel 2: 95.653999
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.001190 1.000000 fi:0.128700. Ave ac:0.002512,0.004353
Initialization: 5.949000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.482000
Kernel 1: 0.025000
Kernel 2: 97.694000
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000952 1.000000 fi:0.135320. Ave ac:0.002853,0.005433
Initialization: 5.996000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.446000
Kernel 1: 0.024000
Kernel 2: 97.847000
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001905 1.000000 fi:0.119256. Ave ac:0.003642,0.006413
Initialization: 5.938000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.453000
Kernel 1: 0.026000
Kernel 2: 98.031998
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001190 1.000000 fi:0.124484. Ave ac:0.003340,0.005525
Initialization: 25.184999
Memcpy Instances: 424.928009
Memcpy Classifiers: 0.084000
Kernel 1: 0.028000
Kernel 2: 537.306030
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 556.028015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 558.806030
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 543.314026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 556.052002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 557.052002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 553.036011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.022000
Kernel 2: 552.966003
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 566.948975
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.016000
Kernel 2: 571.833008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 566.536987
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.054000
Kernel 1: 0.023000
Kernel 2: 157.880997
Copyback: 0.017000
Sum: 0.001000
It 34,Best ac:0.000848 0.687259 fi:0.441128. Ave ac:0.003262,0.011671
Best acc 0.000848 0.687259
Rule:Att PSSM_-4_7 is [<3.204989]|Att PSSM_-1_1 is [0.129064,5.698249]|Att PSSM_-1_18 is [-6.352167,8.352167]|Att PSSM_0_2 is [-6.924452,-4.305203]|Att PSSM_0_11 is [-5.059701,5.059701]|Att PSSM_0_13 is [>-4.716069]|Att PSSM_0_14 is [-6.932107,2.932107]|Att PSSM_0_15 is [<-0.643661]|Att PSSM_1_19 is [-6.765810,9.266257]|Att PSSM_1_20 is [-0.104315,5.926456]|Att PSSM_2_10 is [-5.214622,6.669341]|Att PSSM_3_18 is [<7.068042]|1
Accuracy : 0.764753
0	1	
159319	4761	
50437	20121	
Removed 259 instances. 209756 Instances left. Acc of rule 0.000848-0.687259
Initialization: 8.655000
Memcpy Classifiers: 0.831000
Memcpy Instances: 11.935000
Kernel 1: 0.029000
Kernel 2: 103.953003
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.005658 accuracy2:0.235567
Initialization: 5.981000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.746000
Kernel 1: 0.023000
Kernel 2: 104.024002
Copyback: 0.016000
Sum: 0.031000
It 0,Best ac:0.000954 0.800000 fi:0.299936. Ave ac:0.007178,0.012002
Initialization: 6.876000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.378000
Kernel 1: 0.034000
Kernel 2: 103.900002
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001192 1.000000 fi:0.099836. Ave ac:0.007628,0.013089
Initialization: 7.011000
Memcpy Classifiers: 0.482000
Memcpy Instances: 11.407000
Kernel 1: 0.024000
Kernel 2: 104.783997
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000954 1.000000 fi:0.099936. Ave ac:0.007000,0.012168
Initialization: 7.062000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.478000
Kernel 1: 0.026000
Kernel 2: 103.324997
Copyback: 0.018000
Sum: 0.029000
It 3,Best ac:0.001669 0.875000 fi:0.224638. Ave ac:0.006106,0.012935
Initialization: 6.069000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.591000
Kernel 1: 0.034000
Kernel 2: 105.370003
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.002383 0.909091 fi:0.190248. Ave ac:0.005583,0.011645
Initialization: 6.036000
Memcpy Classifiers: 0.523000
Memcpy Instances: 12.550000
Kernel 1: 0.027000
Kernel 2: 103.455002
Copyback: 0.018000
Sum: 0.050000
It 5,Best ac:0.000715 1.000000 fi:0.195325. Ave ac:0.005601,0.009757
Initialization: 8.642000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.419000
Kernel 1: 0.025000
Kernel 2: 98.664001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001430 1.000000 fi:0.099737. Ave ac:0.003818,0.006067
Initialization: 6.165000
Memcpy Classifiers: 0.839000
Memcpy Instances: 11.851000
Kernel 1: 0.025000
Kernel 2: 95.315002
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.001430 1.000000 fi:0.099737. Ave ac:0.003466,0.005248
Initialization: 7.221000
Memcpy Classifiers: 0.839000
Memcpy Instances: 12.859000
Kernel 1: 0.035000
Kernel 2: 95.805000
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001668 1.000000 fi:0.099638. Ave ac:0.004327,0.006486
Initialization: 6.359000
Memcpy Classifiers: 0.872000
Memcpy Instances: 10.171000
Kernel 1: 0.024000
Kernel 2: 94.709000
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001907 1.000000 fi:0.099538. Ave ac:0.003638,0.006319
Iteration 10:MDL fitness activated
Error 0.099538 TL 0.045448
MDL Theory Length Weight: 0.7300557737 (1)
Initialization: 5.986000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.429000
Kernel 1: 0.025000
Kernel 2: 93.181999
Copyback: 0.019000
Sum: 0.036000
It 10,Best ac:0.001669 1.000000 fi:0.123792. Ave ac:0.003064,0.006979
Initialization: 7.159000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.439000
Kernel 1: 0.025000
Kernel 2: 92.807999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001192 1.000000 fi:0.122089. Ave ac:0.002979,0.006042
Initialization: 6.044000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.655000
Kernel 1: 0.029000
Kernel 2: 92.601997
Copyback: 0.018000
Sum: 0.034000
It 12,Best ac:0.001192 1.000000 fi:0.125600. Ave ac:0.002901,0.005261
Initialization: 7.902000
Memcpy Classifiers: 0.743000
Memcpy Instances: 9.001000
Kernel 1: 0.025000
Kernel 2: 93.352997
Copyback: 0.016000
Sum: 0.027000
It 13,Best ac:0.001192 1.000000 fi:0.124875. Ave ac:0.003254,0.004809
Initialization: 6.808000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.856000
Kernel 1: 0.024000
Kernel 2: 91.079002
Copyback: 0.018000
Sum: 0.041000
It 14,Best ac:0.001430 1.000000 fi:0.125897. Ave ac:0.002996,0.005658
Initialization: 8.479000
Memcpy Classifiers: 0.542000
Memcpy Instances: 11.589000
Kernel 1: 0.023000
Kernel 2: 94.978996
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.000954 1.000000 fi:0.123795. Ave ac:0.002650,0.005086
Initialization: 6.753000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.470000
Kernel 1: 0.024000
Kernel 2: 91.722000
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.000953 1.000000 fi:0.124273. Ave ac:0.002998,0.005098
Initialization: 6.164000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.655000
Kernel 1: 0.024000
Kernel 2: 91.935997
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.000954 1.000000 fi:0.116967. Ave ac:0.003698,0.006626
Initialization: 7.732000
Memcpy Classifiers: 0.774000
Memcpy Instances: 13.050000
Kernel 1: 0.027000
Kernel 2: 93.481003
Copyback: 0.366000
Sum: 0.030000
It 18,Best ac:0.001192 1.000000 fi:0.123560. Ave ac:0.003388,0.005775
Initialization: 6.916000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.549000
Kernel 1: 0.023000
Kernel 2: 92.792999
Copyback: 0.018000
Sum: 0.044000
It 19,Best ac:0.000954 1.000000 fi:0.122031. Ave ac:0.002502,0.004421
Initialization: 6.033000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.427000
Kernel 1: 0.025000
Kernel 2: 92.167000
Copyback: 0.018000
Sum: 0.040000
It 20,Best ac:0.001192 1.000000 fi:0.123474. Ave ac:0.002495,0.004476
Initialization: 6.042000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.433000
Kernel 1: 0.025000
Kernel 2: 89.652000
Copyback: 0.016000
Sum: 0.030000
It 21,Best ac:0.000953 1.000000 fi:0.126826. Ave ac:0.001933,0.003677
Initialization: 8.240000
Memcpy Classifiers: 0.595000
Memcpy Instances: 10.181000
Kernel 1: 0.024000
Kernel 2: 94.362999
Copyback: 0.019000
Sum: 0.044000
It 22,Best ac:0.001669 1.000000 fi:0.122582. Ave ac:0.003396,0.004994
Initialization: 7.606000
Memcpy Classifiers: 0.774000
Memcpy Instances: 9.552000
Kernel 1: 0.025000
Kernel 2: 92.897003
Copyback: 0.016000
Sum: 0.030000
It 23,Best ac:0.001431 1.000000 fi:0.124049. Ave ac:0.003002,0.005059
Initialization: 6.386000
Memcpy Classifiers: 0.745000
Memcpy Instances: 12.550000
Kernel 1: 0.024000
Kernel 2: 93.097000
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.001430 1.000000 fi:0.119956. Ave ac:0.002723,0.003993
Initialization: 6.667000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.741000
Kernel 1: 0.024000
Kernel 2: 93.253998
Copyback: 0.017000
Sum: 0.037000
It 25,Best ac:0.001192 1.000000 fi:0.117843. Ave ac:0.002868,0.004231
Initialization: 7.709000
Memcpy Classifiers: 0.647000
Memcpy Instances: 9.357000
Kernel 1: 0.025000
Kernel 2: 89.220001
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.000953 1.000000 fi:0.122233. Ave ac:0.002045,0.003591
MDL Theory Length Weight: 0.6570501963 (10)
Initialization: 7.385000
Memcpy Classifiers: 0.515000
Memcpy Instances: 10.123000
Kernel 1: 0.024000
Kernel 2: 87.984001
Copyback: 0.018000
Sum: 0.043000
It 27,Best ac:0.001907 1.000000 fi:0.117600. Ave ac:0.002052,0.002970
Initialization: 7.104000
Memcpy Classifiers: 0.648000
Memcpy Instances: 13.085000
Kernel 1: 0.026000
Kernel 2: 86.709000
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.001192 1.000000 fi:0.116200. Ave ac:0.001604,0.003137
Initialization: 6.523000
Memcpy Classifiers: 0.399000
Memcpy Instances: 12.864000
Kernel 1: 0.028000
Kernel 2: 87.765999
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.000954 1.000000 fi:0.120203. Ave ac:0.002749,0.003878
Initialization: 7.076000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.484000
Kernel 1: 0.025000
Kernel 2: 85.646004
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001192 1.000000 fi:0.120088. Ave ac:0.001829,0.002868
Initialization: 6.062000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.792000
Kernel 1: 0.028000
Kernel 2: 87.936996
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000954 1.000000 fi:0.124454. Ave ac:0.002075,0.003658
Initialization: 8.447000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.613000
Kernel 1: 0.025000
Kernel 2: 87.138000
Copyback: 0.018000
Sum: 0.039000
It 32,Best ac:0.001192 1.000000 fi:0.117962. Ave ac:0.002569,0.003828
Initialization: 6.396000
Memcpy Classifiers: 0.441000
Memcpy Instances: 12.374000
Kernel 1: 0.027000
Kernel 2: 85.662003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001430 1.000000 fi:0.116954. Ave ac:0.002128,0.004585
Initialization: 27.371000
Memcpy Instances: 503.553009
Memcpy Classifiers: 0.076000
Kernel 1: 0.028000
Kernel 2: 521.711975
Copyback: 0.016000
Sum: 0.020000
Memcpy Classifiers: 0.103000
Kernel 1: 0.024000
Kernel 2: 503.074005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 508.098999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 496.477997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.022000
Kernel 2: 507.605988
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.024000
Kernel 2: 497.536987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 501.983002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 520.700989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.017000
Kernel 2: 501.326996
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.023000
Kernel 2: 513.918030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 520.315979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 138.675003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000825 0.706122 fi:0.414134. Ave ac:0.001957,0.006572
Best acc 0.000825 0.706122
Initialization: 6.011000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.455000
Kernel 1: 0.026000
Kernel 2: 102.725998
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005200 accuracy2:0.234376
Initialization: 8.667000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.029000
Kernel 1: 0.024000
Kernel 2: 101.999001
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.001192 1.000000 fi:0.099836. Ave ac:0.006919,0.013850
Initialization: 7.053000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.168000
Kernel 1: 0.025000
Kernel 2: 100.349998
Copyback: 0.018000
Sum: 0.034000
It 1,Best ac:0.001192 1.000000 fi:0.099836. Ave ac:0.007685,0.014072
Initialization: 7.456000
Memcpy Classifiers: 0.590000
Memcpy Instances: 9.745000
Kernel 1: 0.025000
Kernel 2: 100.679001
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.002145 0.692308 fi:0.407131. Ave ac:0.006281,0.012797
Initialization: 7.516000
Memcpy Classifiers: 0.817000
Memcpy Instances: 12.106000
Kernel 1: 0.027000
Kernel 2: 98.290001
Copyback: 0.017000
Sum: 0.037000
It 3,Best ac:0.000715 1.000000 fi:0.195325. Ave ac:0.007007,0.012663
Initialization: 6.980000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.764000
Kernel 1: 0.025000
Kernel 2: 94.052002
Copyback: 0.018000
Sum: 0.044000
It 4,Best ac:0.001669 1.000000 fi:0.099638. Ave ac:0.005678,0.008744
Initialization: 7.131000
Memcpy Classifiers: 0.499000
Memcpy Instances: 8.497000
Kernel 1: 0.024000
Kernel 2: 97.182999
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.000715 1.000000 fi:0.194527. Ave ac:0.004966,0.007718
Initialization: 7.013000
Memcpy Classifiers: 0.621000
Memcpy Instances: 12.006000
Kernel 1: 0.028000
Kernel 2: 95.170998
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001192 1.000000 fi:0.099836. Ave ac:0.004980,0.007128
Initialization: 6.030000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.438000
Kernel 1: 0.024000
Kernel 2: 94.158997
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.002861 1.000000 fi:0.099139. Ave ac:0.004688,0.006944
Initialization: 7.008000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.326000
Kernel 1: 0.024000
Kernel 2: 93.473000
Copyback: 0.018000
Sum: 0.042000
It 8,Best ac:0.000954 1.000000 fi:0.099936. Ave ac:0.003984,0.005605
Initialization: 7.179000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.534000
Kernel 1: 0.023000
Kernel 2: 91.977997
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.002384 1.000000 fi:0.099338. Ave ac:0.003311,0.006538
Iteration 10:MDL fitness activated
Error 0.099338 TL 0.024505
MDL Theory Length Weight: 1.3512906456 (3)
Initialization: 6.696000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.109000
Kernel 1: 0.025000
Kernel 2: 91.166000
Copyback: 0.018000
Sum: 0.047000
It 10,Best ac:0.000954 1.000000 fi:0.140836. Ave ac:0.002967,0.004697
Initialization: 6.455000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.495000
Kernel 1: 0.025000
Kernel 2: 91.844002
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000953 1.000000 fi:0.153229. Ave ac:0.002706,0.004169
Initialization: 6.031000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.435000
Kernel 1: 0.024000
Kernel 2: 91.765999
Copyback: 0.017000
Sum: 0.043000
It 12,Best ac:0.001192 1.000000 fi:0.137644. Ave ac:0.003179,0.004593
Initialization: 6.468000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.069000
Kernel 1: 0.027000
Kernel 2: 92.531998
Copyback: 0.017000
Sum: 0.041000
It 13,Best ac:0.001192 1.000000 fi:0.148197. Ave ac:0.002932,0.005053
Initialization: 6.883000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.263000
Kernel 1: 0.028000
Kernel 2: 93.462997
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000953 1.000000 fi:0.148197. Ave ac:0.003126,0.004610
Initialization: 6.007000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.044000
Kernel 1: 0.029000
Kernel 2: 92.384003
Copyback: 0.018000
Sum: 0.043000
It 15,Best ac:0.002622 1.000000 fi:0.143212. Ave ac:0.004016,0.006061
Initialization: 6.064000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.176000
Kernel 1: 0.032000
Kernel 2: 91.549004
Copyback: 0.018000
Sum: 0.028000
It 16,Best ac:0.001668 1.000000 fi:0.133155. Ave ac:0.003626,0.005209
Initialization: 7.386000
Memcpy Classifiers: 0.503000
Memcpy Instances: 10.320000
Kernel 1: 0.024000
Kernel 2: 92.730003
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.000954 1.000000 fi:0.129978. Ave ac:0.002840,0.004315
Initialization: 7.168000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.893000
Kernel 1: 0.033000
Kernel 2: 93.016998
Copyback: 0.018000
Sum: 0.030000
It 18,Best ac:0.000953 1.000000 fi:0.138071. Ave ac:0.002807,0.004295
Initialization: 7.026000
Memcpy Classifiers: 0.776000
Memcpy Instances: 10.262000
Kernel 1: 0.024000
Kernel 2: 90.966003
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001668 1.000000 fi:0.140927. Ave ac:0.003502,0.006154
Initialization: 7.563000
Memcpy Classifiers: 0.743000
Memcpy Instances: 12.548000
Kernel 1: 0.024000
Kernel 2: 92.833000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001430 1.000000 fi:0.132426. Ave ac:0.004120,0.005666
Initialization: 5.967000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.426000
Kernel 1: 0.025000
Kernel 2: 87.759003
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.000953 1.000000 fi:0.133693. Ave ac:0.003941,0.005434
Initialization: 5.944000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.474000
Kernel 1: 0.023000
Kernel 2: 84.560997
Copyback: 0.018000
Sum: 0.042000
It 22,Best ac:0.001430 1.000000 fi:0.155938. Ave ac:0.002704,0.004392
Initialization: 6.019000
Memcpy Classifiers: 0.395000
Memcpy Instances: 8.432000
Kernel 1: 0.024000
Kernel 2: 86.607002
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.001907 1.000000 fi:0.130939. Ave ac:0.003826,0.006119
Initialization: 6.016000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.429000
Kernel 1: 0.024000
Kernel 2: 83.809998
Copyback: 0.018000
Sum: 0.037000
It 24,Best ac:0.001192 1.000000 fi:0.135932. Ave ac:0.002724,0.004871
Initialization: 6.016000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.434000
Kernel 1: 0.024000
Kernel 2: 86.276001
Copyback: 0.016000
Sum: 0.025000
It 25,Best ac:0.000954 1.000000 fi:0.131816. Ave ac:0.002984,0.004759
Initialization: 5.971000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.471000
Kernel 1: 0.024000
Kernel 2: 84.438004
Copyback: 0.018000
Sum: 0.034000
It 26,Best ac:0.000954 1.000000 fi:0.131598. Ave ac:0.002904,0.007806
MDL Theory Length Weight: 1.2161615810 (10)
Initialization: 6.011000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.422000
Kernel 1: 0.025000
Kernel 2: 83.268997
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001192 1.000000 fi:0.127715. Ave ac:0.003081,0.007898
Initialization: 9.112000
Memcpy Classifiers: 0.648000
Memcpy Instances: 12.583000
Kernel 1: 0.024000
Kernel 2: 84.755997
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000954 1.000000 fi:0.128197. Ave ac:0.002626,0.003959
Initialization: 6.091000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.422000
Kernel 1: 0.024000
Kernel 2: 86.217003
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.000954 1.000000 fi:0.124625. Ave ac:0.002951,0.004514
Initialization: 6.110000
Memcpy Classifiers: 0.405000
Memcpy Instances: 12.727000
Kernel 1: 0.027000
Kernel 2: 83.856003
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000954 1.000000 fi:0.132289. Ave ac:0.002911,0.004747
Initialization: 6.082000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.421000
Kernel 1: 0.024000
Kernel 2: 83.953003
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000954 1.000000 fi:0.137840. Ave ac:0.002724,0.003938
Initialization: 7.687000
Memcpy Classifiers: 0.656000
Memcpy Instances: 9.615000
Kernel 1: 0.034000
Kernel 2: 86.359001
Copyback: 0.368000
Sum: 0.044000
It 32,Best ac:0.000954 1.000000 fi:0.126010. Ave ac:0.002704,0.003836
Initialization: 7.950000
Memcpy Classifiers: 0.542000
Memcpy Instances: 11.574000
Kernel 1: 0.024000
Kernel 2: 84.834000
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.000953 1.000000 fi:0.130996. Ave ac:0.002584,0.003952
Initialization: 25.184000
Memcpy Instances: 429.993011
Memcpy Classifiers: 0.070000
Kernel 1: 0.028000
Kernel 2: 505.609009
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 509.385986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 495.878998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 515.044983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 503.398010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 498.984985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 509.057007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 497.204010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.023000
Kernel 2: 501.751007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.098000
Kernel 1: 0.023000
Kernel 2: 519.544983
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 505.403992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 147.516998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000806 0.689796 fi:0.439622. Ave ac:0.002503,0.008512
Best acc 0.000806 0.689796
Rule:Att PSSM_-4_13 is [-5.351805,5.207745]|Att PSSM_-3_12 is [<-1.601864]|Att PSSM_-1_4 is [<1.105022]|Att PSSM_-1_18 is [0.570116,7.385155]|Att PSSM_0_2 is [<0.401897]|Att PSSM_0_7 is [<-3.291289]|Att PSSM_0_12 is [<-4.900640]|Att PSSM_2_14 is [<4.960190]|Att PSSM_2_20 is [-4.614548,5.043607]|Att PSSM_3_12 is [<6.319656]|Att PSSM_3_18 is [<8.135161]|Att PSSM_4_12 is [<2.501526]|1
Accuracy : 0.765183
0	1	
159247	4833	
50264	20294	
Removed 245 instances. 209511 Instances left. Acc of rule 0.000825-0.706122
Initialization: 6.202000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.467000
Kernel 1: 0.026000
Kernel 2: 102.799004
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005740 accuracy2:0.227406
Initialization: 5.995000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.423000
Kernel 1: 0.025000
Kernel 2: 104.221001
Copyback: 0.016000
Sum: 0.052000
It 0,Best ac:0.000716 1.000000 fi:0.192122. Ave ac:0.007628,0.013043
Initialization: 5.996000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.418000
Kernel 1: 0.025000
Kernel 2: 105.169998
Copyback: 0.016000
Sum: 0.033000
It 1,Best ac:0.002148 0.750000 fi:0.349435. Ave ac:0.008275,0.015741
Initialization: 5.953000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.428000
Kernel 1: 0.023000
Kernel 2: 103.495003
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.000716 1.000000 fi:0.192122. Ave ac:0.007042,0.013203
Initialization: 5.970000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.438000
Kernel 1: 0.024000
Kernel 2: 107.008003
Copyback: 0.018000
Sum: 0.041000
It 3,Best ac:0.000955 1.000000 fi:0.099934. Ave ac:0.005384,0.009317
Initialization: 5.997000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.407000
Kernel 1: 0.024000
Kernel 2: 105.870003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000716 1.000000 fi:0.192122. Ave ac:0.005251,0.008303
Initialization: 6.017000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.426000
Kernel 1: 0.024000
Kernel 2: 104.836998
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001670 1.000000 fi:0.099636. Ave ac:0.005584,0.008013
Initialization: 6.058000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.858000
Kernel 1: 0.024000
Kernel 2: 103.040001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.000716 1.000000 fi:0.192122. Ave ac:0.004287,0.006604
Initialization: 5.980000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.438000
Kernel 1: 0.025000
Kernel 2: 100.744003
Copyback: 0.016000
Sum: 0.032000
It 7,Best ac:0.000716 1.000000 fi:0.192122. Ave ac:0.004478,0.006461
Initialization: 5.978000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.458000
Kernel 1: 0.024000
Kernel 2: 98.289001
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.000716 1.000000 fi:0.192122. Ave ac:0.005469,0.008786
Initialization: 5.963000
Memcpy Classifiers: 0.522000
Memcpy Instances: 10.383000
Kernel 1: 0.024000
Kernel 2: 97.677002
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001671 1.000000 fi:0.099635. Ave ac:0.004389,0.007677
Iteration 10:MDL fitness activated
Error 0.099635 TL 0.050855
MDL Theory Length Weight: 0.6530589263 (1)
Initialization: 6.108000
Memcpy Classifiers: 0.774000
Memcpy Instances: 11.726000
Kernel 1: 0.026000
Kernel 2: 97.292999
Copyback: 0.018000
Sum: 0.034000
It 10,Best ac:0.000955 1.000000 fi:0.126690. Ave ac:0.003444,0.005182
Initialization: 8.188000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.551000
Kernel 1: 0.025000
Kernel 2: 97.752998
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001909 1.000000 fi:0.117860. Ave ac:0.004188,0.007856
Initialization: 8.350000
Memcpy Classifiers: 0.806000
Memcpy Instances: 12.512000
Kernel 1: 0.023000
Kernel 2: 95.742996
Copyback: 0.017000
Sum: 0.038000
It 12,Best ac:0.001193 1.000000 fi:0.125392. Ave ac:0.003919,0.006129
Initialization: 6.005000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.736000
Kernel 1: 0.025000
Kernel 2: 93.178001
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.000955 1.000000 fi:0.126117. Ave ac:0.004267,0.007291
Initialization: 6.030000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.413000
Kernel 1: 0.025000
Kernel 2: 92.369003
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000955 1.000000 fi:0.119221. Ave ac:0.003979,0.006739
Initialization: 5.957000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.473000
Kernel 1: 0.024000
Kernel 2: 89.586998
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001432 1.000000 fi:0.124974. Ave ac:0.004400,0.007200
Initialization: 5.960000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.454000
Kernel 1: 0.024000
Kernel 2: 91.459000
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001432 1.000000 fi:0.116902. Ave ac:0.003488,0.005825
Initialization: 6.021000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.432000
Kernel 1: 0.024000
Kernel 2: 88.574997
Copyback: 0.021000
Sum: 0.051000
It 17,Best ac:0.001671 1.000000 fi:0.118215. Ave ac:0.003678,0.006335
Initialization: 5.968000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.435000
Kernel 1: 0.024000
Kernel 2: 83.509003
Copyback: 0.018000
Sum: 0.039000
It 18,Best ac:0.001671 1.000000 fi:0.124921. Ave ac:0.002795,0.005345
Initialization: 5.938000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.424000
Kernel 1: 0.024000
Kernel 2: 88.313004
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.000955 1.000000 fi:0.119053. Ave ac:0.003666,0.007715
Initialization: 8.550000
Memcpy Classifiers: 0.639000
Memcpy Instances: 10.802000
Kernel 1: 0.024000
Kernel 2: 91.257004
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.001193 1.000000 fi:0.118607. Ave ac:0.003067,0.005428
Initialization: 6.002000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.430000
Kernel 1: 0.025000
Kernel 2: 88.625000
Copyback: 0.019000
Sum: 0.040000
It 21,Best ac:0.002148 1.000000 fi:0.117947. Ave ac:0.003543,0.008281
Initialization: 5.959000
Memcpy Classifiers: 0.464000
Memcpy Instances: 8.426000
Kernel 1: 0.025000
Kernel 2: 87.132004
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000955 1.000000 fi:0.118664. Ave ac:0.003182,0.006185
Initialization: 5.950000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.431000
Kernel 1: 0.025000
Kernel 2: 84.299004
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.001193 1.000000 fi:0.116947. Ave ac:0.002252,0.004386
Initialization: 6.010000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.418000
Kernel 1: 0.024000
Kernel 2: 86.735001
Copyback: 0.019000
Sum: 0.043000
It 24,Best ac:0.001671 1.000000 fi:0.115628. Ave ac:0.002617,0.005015
Initialization: 6.812000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.446000
Kernel 1: 0.024000
Kernel 2: 84.237999
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.000954 1.000000 fi:0.119507. Ave ac:0.002748,0.006982
Initialization: 5.966000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.465000
Kernel 1: 0.025000
Kernel 2: 82.934998
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000955 1.000000 fi:0.117102. Ave ac:0.002623,0.003787
Initialization: 6.008000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.409000
Kernel 1: 0.025000
Kernel 2: 80.444000
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.000955 1.000000 fi:0.117405. Ave ac:0.002148,0.003672
Initialization: 6.061000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.439000
Kernel 1: 0.023000
Kernel 2: 83.570000
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001909 1.000000 fi:0.116634. Ave ac:0.001840,0.003615
Initialization: 7.798000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.437000
Kernel 1: 0.023000
Kernel 2: 82.278999
Copyback: 0.018000
Sum: 0.043000
It 29,Best ac:0.001909 1.000000 fi:0.114557. Ave ac:0.001835,0.003028
Initialization: 7.160000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.729000
Kernel 1: 0.033000
Kernel 2: 79.664001
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000955 1.000000 fi:0.119413. Ave ac:0.002050,0.003601
Initialization: 6.125000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.875000
Kernel 1: 0.032000
Kernel 2: 82.436996
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001193 1.000000 fi:0.114897. Ave ac:0.002407,0.004461
Initialization: 5.928000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.465000
Kernel 1: 0.024000
Kernel 2: 85.078003
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001670 1.000000 fi:0.112432. Ave ac:0.002078,0.004891
Initialization: 5.982000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.436000
Kernel 1: 0.023000
Kernel 2: 86.502998
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.000955 1.000000 fi:0.111776. Ave ac:0.002167,0.004691
Initialization: 25.024000
Memcpy Instances: 513.125000
Memcpy Classifiers: 0.078000
Kernel 1: 0.027000
Kernel 2: 514.320984
Copyback: 0.368000
Sum: 0.018000
Memcpy Classifiers: 0.098000
Kernel 1: 0.018000
Kernel 2: 509.365997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 510.601013
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.115000
Kernel 1: 0.027000
Kernel 2: 507.878998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 513.166992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.097000
Kernel 1: 0.018000
Kernel 2: 507.281006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 520.708984
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 513.721985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.114000
Kernel 1: 0.022000
Kernel 2: 519.241028
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 517.557983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 509.951996
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.023000
Kernel 2: 158.294998
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001088 0.690909 fi:0.427481. Ave ac:0.002089,0.007456
Best acc 0.001088 0.690909
Initialization: 8.341000
Memcpy Classifiers: 0.715000
Memcpy Instances: 11.568000
Kernel 1: 0.026000
Kernel 2: 102.041000
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005881 accuracy2:0.239660
Initialization: 5.970000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.462000
Kernel 1: 0.024000
Kernel 2: 103.105003
Copyback: 0.370000
Sum: 0.066000
It 0,Best ac:0.001910 1.000000 fi:0.099535. Ave ac:0.006766,0.011511
Initialization: 7.449000
Memcpy Classifiers: 0.500000
Memcpy Instances: 9.508000
Kernel 1: 0.033000
Kernel 2: 102.626999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001193 0.714286 fi:0.385549. Ave ac:0.006372,0.011343
Initialization: 6.196000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.886000
Kernel 1: 0.033000
Kernel 2: 102.932999
Copyback: 0.017000
Sum: 0.041000
It 2,Best ac:0.001193 0.833333 fi:0.266502. Ave ac:0.005851,0.009208
Initialization: 6.095000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.594000
Kernel 1: 0.027000
Kernel 2: 101.838997
Copyback: 0.016000
Sum: 0.037000
It 3,Best ac:0.000716 1.000000 fi:0.192122. Ave ac:0.004892,0.007254
Initialization: 8.201000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.493000
Kernel 1: 0.025000
Kernel 2: 100.051003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001670 1.000000 fi:0.099636. Ave ac:0.004638,0.007296
Initialization: 7.013000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.102000
Kernel 1: 0.024000
Kernel 2: 96.459000
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.002625 0.916667 fi:0.182570. Ave ac:0.003990,0.006013
Initialization: 6.005000
Memcpy Classifiers: 0.458000
Memcpy Instances: 11.829000
Kernel 1: 0.033000
Kernel 2: 98.807999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001193 1.000000 fi:0.099834. Ave ac:0.003740,0.005962
Initialization: 6.023000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.431000
Kernel 1: 0.023000
Kernel 2: 95.617996
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001671 1.000000 fi:0.099635. Ave ac:0.003048,0.004524
Initialization: 5.935000
Memcpy Classifiers: 0.463000
Memcpy Instances: 8.436000
Kernel 1: 0.023000
Kernel 2: 96.357002
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001909 1.000000 fi:0.099535. Ave ac:0.003554,0.004753
Initialization: 5.974000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.488000
Kernel 1: 0.024000
Kernel 2: 95.321999
Copyback: 0.017000
Sum: 0.041000
It 9,Best ac:0.001432 1.000000 fi:0.099735. Ave ac:0.003841,0.004947
Iteration 10:MDL fitness activated
Error 0.099735 TL 0.043580
MDL Theory Length Weight: 0.6865655063 (10)
Initialization: 9.129000
Memcpy Classifiers: 0.840000
Memcpy Instances: 9.149000
Kernel 1: 0.025000
Kernel 2: 96.825996
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001671 1.000000 fi:0.125620. Ave ac:0.003547,0.004178
Initialization: 5.937000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.900000
Kernel 1: 0.026000
Kernel 2: 94.922997
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001193 1.000000 fi:0.139730. Ave ac:0.003626,0.004609
Initialization: 6.040000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.442000
Kernel 1: 0.024000
Kernel 2: 95.614998
Copyback: 0.018000
Sum: 0.038000
It 12,Best ac:0.001193 1.000000 fi:0.119872. Ave ac:0.003528,0.005450
Initialization: 7.791000
Memcpy Classifiers: 0.463000
Memcpy Instances: 12.600000
Kernel 1: 0.024000
Kernel 2: 95.984001
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001193 1.000000 fi:0.118625. Ave ac:0.002886,0.003707
Initialization: 7.232000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.436000
Kernel 1: 0.024000
Kernel 2: 95.855003
Copyback: 0.018000
Sum: 0.031000
It 14,Best ac:0.001432 1.000000 fi:0.121741. Ave ac:0.003306,0.003744
Initialization: 6.427000
Memcpy Classifiers: 0.672000
Memcpy Instances: 10.666000
Kernel 1: 0.029000
Kernel 2: 94.485001
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000955 1.000000 fi:0.123931. Ave ac:0.003029,0.004638
Initialization: 6.001000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.583000
Kernel 1: 0.024000
Kernel 2: 94.598000
Copyback: 0.018000
Sum: 0.033000
It 16,Best ac:0.002625 1.000000 fi:0.118708. Ave ac:0.001969,0.002181
Initialization: 5.945000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.498000
Kernel 1: 0.024000
Kernel 2: 94.583000
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.001193 1.000000 fi:0.121215. Ave ac:0.002320,0.003336
Initialization: 7.749000
Memcpy Classifiers: 0.839000
Memcpy Instances: 8.617000
Kernel 1: 0.023000
Kernel 2: 95.294998
Copyback: 0.016000
Sum: 0.030000
It 18,Best ac:0.001671 1.000000 fi:0.120895. Ave ac:0.003118,0.004641
Initialization: 6.118000
Memcpy Classifiers: 0.473000
Memcpy Instances: 8.434000
Kernel 1: 0.024000
Kernel 2: 94.463997
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001193 1.000000 fi:0.122503. Ave ac:0.002510,0.002836
Initialization: 5.962000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.456000
Kernel 1: 0.025000
Kernel 2: 93.579002
Copyback: 0.016000
Sum: 0.033000
It 20,Best ac:0.001193 1.000000 fi:0.121541. Ave ac:0.001636,0.002469
Initialization: 5.876000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.530000
Kernel 1: 0.023000
Kernel 2: 94.568001
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.000955 1.000000 fi:0.128672. Ave ac:0.002196,0.002894
Initialization: 5.956000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.435000
Kernel 1: 0.025000
Kernel 2: 93.714996
Copyback: 0.016000
Sum: 0.035000
It 22,Best ac:0.001193 1.000000 fi:0.122096. Ave ac:0.001905,0.002523
MDL Theory Length Weight: 0.6179089557 (10)
Initialization: 5.966000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.460000
Kernel 1: 0.025000
Kernel 2: 95.039001
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001909 1.000000 fi:0.118216. Ave ac:0.002601,0.004504
Initialization: 6.052000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.448000
Kernel 1: 0.025000
Kernel 2: 95.115997
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.001671 1.000000 fi:0.117715. Ave ac:0.002584,0.003390
Initialization: 5.951000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.446000
Kernel 1: 0.025000
Kernel 2: 95.625000
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001193 1.000000 fi:0.117526. Ave ac:0.002387,0.002972
Initialization: 5.962000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.440000
Kernel 1: 0.025000
Kernel 2: 92.963997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001432 1.000000 fi:0.118575. Ave ac:0.002318,0.004133
Initialization: 5.996000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.438000
Kernel 1: 0.024000
Kernel 2: 93.582001
Copyback: 0.016000
Sum: 0.027000
It 27,Best ac:0.001909 1.000000 fi:0.121542. Ave ac:0.003124,0.004252
Initialization: 5.938000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.423000
Kernel 1: 0.025000
Kernel 2: 94.947998
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001193 1.000000 fi:0.118516. Ave ac:0.002703,0.002989
Initialization: 5.970000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.464000
Kernel 1: 0.024000
Kernel 2: 94.126999
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001193 1.000000 fi:0.114006. Ave ac:0.002347,0.002817
Initialization: 5.932000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.408000
Kernel 1: 0.025000
Kernel 2: 92.905998
Copyback: 0.016000
Sum: 0.031000
It 30,Best ac:0.000955 1.000000 fi:0.116130. Ave ac:0.002834,0.003284
Initialization: 5.948000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.414000
Kernel 1: 0.023000
Kernel 2: 92.970001
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000955 1.000000 fi:0.115413. Ave ac:0.002697,0.004055
Initialization: 5.843000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.438000
Kernel 1: 0.024000
Kernel 2: 92.940002
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.002148 1.000000 fi:0.111983. Ave ac:0.002330,0.003355
Initialization: 5.988000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.554000
Kernel 1: 0.033000
Kernel 2: 87.864998
Copyback: 0.016000
Sum: 0.034000
It 33,Best ac:0.001193 1.000000 fi:0.113647. Ave ac:0.002664,0.003960
Initialization: 25.138000
Memcpy Instances: 433.714996
Memcpy Classifiers: 0.078000
Kernel 1: 0.026000
Kernel 2: 527.052002
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 527.515991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 528.861023
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.015000
Kernel 2: 542.726990
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 531.994019
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 543.614990
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.112000
Kernel 1: 0.029000
Kernel 2: 528.643982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 528.502014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 545.250977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 529.802002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 543.986023
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 149.242004
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001885 0.670628 fi:0.446997. Ave ac:0.002618,0.008558
Best acc 0.001885 0.670628
Rule:Att PSSM_-4_6 is [<-2.655901]|Att PSSM_-3_5 is [<9.299795]|Att PSSM_-2_12 is [-5.914299,-3.538763]|Att PSSM_-2_19 is [<7.931030]|Att PSSM_0_7 is [-5.875168,-2.124832]|Att PSSM_1_3 is [<-1.647134]|Att PSSM_2_4 is [-7.580702,1.789169]|Att PSSM_2_12 is [<-3.791638]|Att PSSM_2_17 is [-3.530266,5.582936]|Att PSSM_3_6 is [-6.953855,4.192739]|1
Accuracy : 0.765720
0	1	
159145	4935	
50036	20522	
Removed 330 instances. 209181 Instances left. Acc of rule 0.001088-0.690909
Initialization: 6.000000
Memcpy Classifiers: 0.522000
Memcpy Instances: 10.089000
Kernel 1: 0.035000
Kernel 2: 103.700996
Copyback: 0.019000
Sum: 0.057000
Initial population average accuracy1:0.005096 accuracy2:0.223169
Initialization: 6.527000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.453000
Kernel 1: 0.024000
Kernel 2: 104.852997
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.001195 1.000000 fi:0.099832. Ave ac:0.006312,0.010223
Initialization: 6.321000
Memcpy Classifiers: 0.981000
Memcpy Instances: 11.123000
Kernel 1: 0.026000
Kernel 2: 104.939003
Copyback: 0.018000
Sum: 0.039000
It 1,Best ac:0.001434 0.857143 fi:0.242589. Ave ac:0.005629,0.008329
Initialization: 7.001000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.404000
Kernel 1: 0.024000
Kernel 2: 105.751999
Copyback: 0.368000
Sum: 0.029000
It 2,Best ac:0.001195 1.000000 fi:0.099832. Ave ac:0.005470,0.007370
Initialization: 6.038000
Memcpy Classifiers: 0.924000
Memcpy Instances: 11.236000
Kernel 1: 0.023000
Kernel 2: 105.202003
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001195 1.000000 fi:0.099832. Ave ac:0.005285,0.010240
Initialization: 6.002000
Memcpy Classifiers: 0.539000
Memcpy Instances: 10.536000
Kernel 1: 0.023000
Kernel 2: 106.857002
Copyback: 0.018000
Sum: 0.041000
It 4,Best ac:0.000717 1.000000 fi:0.188083. Ave ac:0.005473,0.009177
Initialization: 6.798000
Memcpy Classifiers: 0.541000
Memcpy Instances: 10.968000
Kernel 1: 0.028000
Kernel 2: 106.452003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.000956 1.000000 fi:0.099933. Ave ac:0.004829,0.008623
Initialization: 5.964000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.407000
Kernel 1: 0.024000
Kernel 2: 105.431999
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001434 1.000000 fi:0.099732. Ave ac:0.004459,0.007625
Initialization: 5.966000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.406000
Kernel 1: 0.025000
Kernel 2: 101.260002
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.000956 1.000000 fi:0.099933. Ave ac:0.004079,0.007883
Initialization: 5.972000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.403000
Kernel 1: 0.024000
Kernel 2: 102.669998
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001913 1.000000 fi:0.099532. Ave ac:0.004431,0.010832
Initialization: 5.980000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.406000
Kernel 1: 0.024000
Kernel 2: 102.801003
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.002869 1.000000 fi:0.099130. Ave ac:0.003647,0.007501
Iteration 10:MDL fitness activated
Error 0.099130 TL 0.037106
MDL Theory Length Weight: 0.8905085305 (1)
Initialization: 6.000000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.432000
Kernel 1: 0.022000
Kernel 2: 100.554001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001434 1.000000 fi:0.134983. Ave ac:0.003221,0.007311
Initialization: 6.040000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.624000
Kernel 1: 0.025000
Kernel 2: 98.793999
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001195 1.000000 fi:0.125853. Ave ac:0.002932,0.005170
Initialization: 6.024000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.493000
Kernel 1: 0.024000
Kernel 2: 97.565002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.000956 1.000000 fi:0.130615. Ave ac:0.002995,0.006079
Initialization: 7.231000
Memcpy Classifiers: 0.776000
Memcpy Instances: 12.507000
Kernel 1: 0.025000
Kernel 2: 98.959999
Copyback: 0.016000
Sum: 0.034000
It 13,Best ac:0.001912 1.000000 fi:0.130890. Ave ac:0.003724,0.006419
Initialization: 5.873000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.401000
Kernel 1: 0.026000
Kernel 2: 97.384003
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.001195 1.000000 fi:0.130703. Ave ac:0.003727,0.006495
Initialization: 5.927000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.413000
Kernel 1: 0.025000
Kernel 2: 95.622002
Copyback: 0.018000
Sum: 0.048000
It 15,Best ac:0.001195 1.000000 fi:0.129706. Ave ac:0.002837,0.005507
Initialization: 6.003000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.411000
Kernel 1: 0.025000
Kernel 2: 95.474998
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001195 1.000000 fi:0.129620. Ave ac:0.003890,0.007871
Initialization: 5.955000
Memcpy Classifiers: 0.410000
Memcpy Instances: 8.428000
Kernel 1: 0.024000
Kernel 2: 94.864998
Copyback: 0.018000
Sum: 0.040000
It 17,Best ac:0.001673 1.000000 fi:0.128318. Ave ac:0.002956,0.005659
Initialization: 5.924000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.454000
Kernel 1: 0.024000
Kernel 2: 98.077003
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001434 1.000000 fi:0.127647. Ave ac:0.003353,0.006733
Initialization: 5.978000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.452000
Kernel 1: 0.025000
Kernel 2: 95.676003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001195 1.000000 fi:0.122653. Ave ac:0.003446,0.005813
Initialization: 7.239000
Memcpy Classifiers: 0.631000
Memcpy Instances: 10.761000
Kernel 1: 0.025000
Kernel 2: 98.806000
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.000956 1.000000 fi:0.127117. Ave ac:0.001990,0.003171
Initialization: 7.925000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.108000
Kernel 1: 0.026000
Kernel 2: 97.413002
Copyback: 0.018000
Sum: 0.035000
It 21,Best ac:0.001195 1.000000 fi:0.119289. Ave ac:0.002941,0.006258
Initialization: 6.703000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.419000
Kernel 1: 0.024000
Kernel 2: 94.730003
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001195 1.000000 fi:0.122239. Ave ac:0.002308,0.004035
Initialization: 6.235000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.520000
Kernel 1: 0.024000
Kernel 2: 96.144997
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.001195 1.000000 fi:0.128362. Ave ac:0.003677,0.007017
Initialization: 6.771000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.583000
Kernel 1: 0.024000
Kernel 2: 93.825996
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.000956 1.000000 fi:0.123020. Ave ac:0.003136,0.004890
Initialization: 6.059000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.439000
Kernel 1: 0.024000
Kernel 2: 92.995003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002151 1.000000 fi:0.125901. Ave ac:0.002678,0.004295
Initialization: 7.314000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.223000
Kernel 1: 0.021000
Kernel 2: 97.941002
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001434 1.000000 fi:0.124701. Ave ac:0.002783,0.005400
Initialization: 7.370000
Memcpy Classifiers: 0.765000
Memcpy Instances: 12.613000
Kernel 1: 0.027000
Kernel 2: 94.246002
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.002151 1.000000 fi:0.124484. Ave ac:0.001915,0.003603
Initialization: 7.001000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.429000
Kernel 1: 0.024000
Kernel 2: 96.654999
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001196 1.000000 fi:0.120948. Ave ac:0.002847,0.005871
Initialization: 5.866000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.545000
Kernel 1: 0.026000
Kernel 2: 97.015999
Copyback: 0.018000
Sum: 0.037000
It 29,Best ac:0.002151 1.000000 fi:0.125230. Ave ac:0.001797,0.005043
Initialization: 7.204000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.428000
Kernel 1: 0.024000
Kernel 2: 94.237999
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.000956 1.000000 fi:0.122405. Ave ac:0.002949,0.006575
MDL Theory Length Weight: 0.8014576775 (10)
Initialization: 5.936000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.480000
Kernel 1: 0.034000
Kernel 2: 93.112000
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001673 1.000000 fi:0.120710. Ave ac:0.002466,0.004695
Initialization: 7.177000
Memcpy Classifiers: 0.490000
Memcpy Instances: 9.392000
Kernel 1: 0.024000
Kernel 2: 90.304001
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001195 1.000000 fi:0.124407. Ave ac:0.002314,0.005081
Initialization: 5.951000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.424000
Kernel 1: 0.025000
Kernel 2: 90.583000
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.000956 1.000000 fi:0.126556. Ave ac:0.002590,0.006090
Initialization: 25.066999
Memcpy Instances: 419.519012
Memcpy Classifiers: 0.078000
Kernel 1: 0.027000
Kernel 2: 542.747009
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 536.841980
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 542.075989
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.077000
Kernel 1: 0.019000
Kernel 2: 523.658020
Copyback: 0.363000
Sum: 0.002000
Memcpy Classifiers: 0.110000
Kernel 1: 0.024000
Kernel 2: 541.866028
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 550.031006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 530.385010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 531.245972
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 534.098022
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.085000
Kernel 1: 0.013000
Kernel 2: 522.382019
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 526.132019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 155.145996
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000966 0.729242 fi:0.391765. Ave ac:0.002063,0.007244
Best acc 0.000966 0.729242
Initialization: 5.990000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.395000
Kernel 1: 0.027000
Kernel 2: 103.163002
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005296 accuracy2:0.238356
Initialization: 5.979000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.396000
Kernel 1: 0.025000
Kernel 2: 100.774002
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.000717 1.000000 fi:0.188894. Ave ac:0.005778,0.012846
Initialization: 5.933000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.412000
Kernel 1: 0.025000
Kernel 2: 101.342003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000956 1.000000 fi:0.099933. Ave ac:0.004706,0.008128
Initialization: 5.910000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.423000
Kernel 1: 0.025000
Kernel 2: 99.960999
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001434 1.000000 fi:0.099732. Ave ac:0.004417,0.008128
Initialization: 5.967000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.396000
Kernel 1: 0.024000
Kernel 2: 98.867996
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000956 1.000000 fi:0.099933. Ave ac:0.004584,0.007710
Initialization: 5.936000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.407000
Kernel 1: 0.024000
Kernel 2: 99.042000
Copyback: 0.016000
Sum: 0.027000
It 4,Best ac:0.001912 1.000000 fi:0.099532. Ave ac:0.004160,0.006310
Initialization: 5.878000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.437000
Kernel 1: 0.024000
Kernel 2: 99.556999
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.000717 1.000000 fi:0.188894. Ave ac:0.003889,0.007041
Initialization: 5.954000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.408000
Kernel 1: 0.023000
Kernel 2: 101.835999
Copyback: 0.016000
Sum: 0.026000
It 6,Best ac:0.002390 1.000000 fi:0.099331. Ave ac:0.003864,0.007053
Initialization: 5.976000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.556000
Kernel 1: 0.034000
Kernel 2: 102.464996
Copyback: 0.016000
Sum: 0.029000
It 7,Best ac:0.000956 1.000000 fi:0.099932. Ave ac:0.003683,0.006625
Initialization: 6.018000
Memcpy Classifiers: 0.522000
Memcpy Instances: 11.107000
Kernel 1: 0.023000
Kernel 2: 100.959999
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.000956 0.800000 fi:0.299933. Ave ac:0.003130,0.004950
Initialization: 7.102000
Memcpy Classifiers: 0.540000
Memcpy Instances: 12.039000
Kernel 1: 0.025000
Kernel 2: 100.957001
Copyback: 0.016000
Sum: 0.031000
It 9,Best ac:0.000717 1.000000 fi:0.188894. Ave ac:0.003653,0.005524
Iteration 10:MDL fitness activated
Error 0.188894 TL 0.030466
MDL Theory Length Weight: 2.0667318042 (4)
Initialization: 5.927000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.396000
Kernel 1: 0.024000
Kernel 2: 99.953003
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.000956 1.000000 fi:0.169714. Ave ac:0.003691,0.005775
Initialization: 5.998000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.403000
Kernel 1: 0.024000
Kernel 2: 101.077003
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001195 1.000000 fi:0.178326. Ave ac:0.003715,0.005406
Initialization: 5.963000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.406000
Kernel 1: 0.024000
Kernel 2: 101.468002
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000956 1.000000 fi:0.162588. Ave ac:0.004492,0.006165
Initialization: 5.957000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.402000
Kernel 1: 0.025000
Kernel 2: 100.551003
Copyback: 0.371000
Sum: 0.033000
It 13,Best ac:0.000956 1.000000 fi:0.154221. Ave ac:0.003170,0.004460
Initialization: 6.001000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.420000
Kernel 1: 0.024000
Kernel 2: 99.468002
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.000956 1.000000 fi:0.187002. Ave ac:0.003714,0.006259
Initialization: 5.982000
Memcpy Classifiers: 0.466000
Memcpy Instances: 8.426000
Kernel 1: 0.025000
Kernel 2: 94.442001
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.001434 1.000000 fi:0.154021. Ave ac:0.003583,0.005655
Initialization: 5.976000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.441000
Kernel 1: 0.024000
Kernel 2: 90.848999
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.000956 1.000000 fi:0.160603. Ave ac:0.003591,0.006167
Initialization: 6.108000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.440000
Kernel 1: 0.025000
Kernel 2: 90.738998
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000956 1.000000 fi:0.163529. Ave ac:0.002900,0.004583
Initialization: 5.951000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.394000
Kernel 1: 0.025000
Kernel 2: 89.967003
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.000956 1.000000 fi:0.165314. Ave ac:0.002934,0.005112
Initialization: 5.943000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.433000
Kernel 1: 0.025000
Kernel 2: 92.147003
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000956 1.000000 fi:0.154737. Ave ac:0.003449,0.005784
Initialization: 5.921000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.401000
Kernel 1: 0.025000
Kernel 2: 91.644997
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000956 1.000000 fi:0.151239. Ave ac:0.003527,0.005844
Initialization: 5.931000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.432000
Kernel 1: 0.023000
Kernel 2: 93.806999
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000956 1.000000 fi:0.140467. Ave ac:0.004102,0.007347
Initialization: 5.934000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.420000
Kernel 1: 0.025000
Kernel 2: 91.240997
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.002151 1.000000 fi:0.153831. Ave ac:0.003798,0.005445
Initialization: 5.923000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.427000
Kernel 1: 0.025000
Kernel 2: 89.386002
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.000956 1.000000 fi:0.174345. Ave ac:0.003196,0.004297
Initialization: 6.011000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.397000
Kernel 1: 0.025000
Kernel 2: 88.892998
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.000956 1.000000 fi:0.155290. Ave ac:0.003641,0.005907
Initialization: 5.975000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.437000
Kernel 1: 0.024000
Kernel 2: 87.819000
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.001434 1.000000 fi:0.145348. Ave ac:0.003259,0.004838
Initialization: 5.964000
Memcpy Classifiers: 0.460000
Memcpy Instances: 8.419000
Kernel 1: 0.024000
Kernel 2: 88.030998
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.001912 1.000000 fi:0.134958. Ave ac:0.003100,0.004675
Initialization: 6.022000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.395000
Kernel 1: 0.024000
Kernel 2: 88.873001
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.000956 1.000000 fi:0.165895. Ave ac:0.003851,0.006876
Initialization: 5.783000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.418000
Kernel 1: 0.024000
Kernel 2: 87.849998
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001195 1.000000 fi:0.149959. Ave ac:0.003662,0.008356
Initialization: 5.984000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.418000
Kernel 1: 0.025000
Kernel 2: 87.876999
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.000956 1.000000 fi:0.140466. Ave ac:0.005238,0.010231
Initialization: 5.991000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.407000
Kernel 1: 0.023000
Kernel 2: 86.988998
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001195 1.000000 fi:0.156128. Ave ac:0.002995,0.005122
Initialization: 5.945000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.429000
Kernel 1: 0.024000
Kernel 2: 87.835999
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001434 1.000000 fi:0.143983. Ave ac:0.003724,0.005834
Initialization: 6.359000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.326000
Kernel 1: 0.025000
Kernel 2: 89.305000
Copyback: 0.018000
Sum: 0.037000
It 32,Best ac:0.001195 1.000000 fi:0.136589. Ave ac:0.003112,0.004851
Initialization: 6.429000
Memcpy Classifiers: 0.785000
Memcpy Instances: 12.391000
Kernel 1: 0.025000
Kernel 2: 86.023003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.000956 1.000000 fi:0.154313. Ave ac:0.003146,0.005538
Initialization: 26.683001
Memcpy Instances: 460.862000
Memcpy Classifiers: 0.083000
Kernel 1: 0.029000
Kernel 2: 500.479004
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 531.966980
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 523.471008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 519.112000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 500.084015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.046000
Kernel 2: 494.766998
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 495.071014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 496.832001
Copyback: 0.363000
Sum: 0.005000
Memcpy Classifiers: 0.121000
Kernel 1: 0.024000
Kernel 2: 491.498993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 506.220001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 505.885010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.023000
Kernel 2: 152.225998
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000923 0.652027 fi:0.484677. Ave ac:0.003241,0.010981
Best acc 0.000923 0.652027
Rule:Att PSSM_-3_7 is [-4.452316,-2.490180]|Att PSSM_-2_4 is [<2.698830]|Att PSSM_-1_7 is [<1.942273]|Att PSSM_0_4 is [-7.317471,-1.398714]|Att PSSM_0_5 is [1.095544,5.341537]|Att PSSM_0_12 is [-5.269014,-2.525524]|Att PSSM_1_4 is [-6.592003,-1.042296]|Att PSSM_1_13 is [>-6.422492]|Att PSSM_3_20 is [>-3.911149]|1
Accuracy : 0.766261
0	1	
159070	5010	
49834	20724	
Removed 277 instances. 208904 Instances left. Acc of rule 0.000966-0.729242
Initialization: 7.064000
Memcpy Classifiers: 0.613000
Memcpy Instances: 8.421000
Kernel 1: 0.027000
Kernel 2: 102.366997
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005474 accuracy2:0.231739
Initialization: 6.531000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.614000
Kernel 1: 0.025000
Kernel 2: 101.792000
Copyback: 0.019000
Sum: 0.066000
It 0,Best ac:0.000718 1.000000 fi:0.184822. Ave ac:0.006731,0.010380
Initialization: 8.959000
Memcpy Classifiers: 0.889000
Memcpy Instances: 8.409000
Kernel 1: 0.025000
Kernel 2: 103.893997
Copyback: 0.017000
Sum: 0.038000
It 1,Best ac:0.001197 0.833333 fi:0.266497. Ave ac:0.007444,0.011360
Initialization: 5.952000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.412000
Kernel 1: 0.026000
Kernel 2: 103.108002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000718 1.000000 fi:0.185640. Ave ac:0.005678,0.009722
Initialization: 5.928000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.434000
Kernel 1: 0.024000
Kernel 2: 101.720001
Copyback: 0.017000
Sum: 0.038000
It 3,Best ac:0.003350 0.875000 fi:0.223925. Ave ac:0.005569,0.008886
Initialization: 5.921000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.407000
Kernel 1: 0.025000
Kernel 2: 101.276001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.000957 1.000000 fi:0.099931. Ave ac:0.005067,0.008124
Initialization: 5.907000
Memcpy Classifiers: 0.422000
Memcpy Instances: 8.394000
Kernel 1: 0.025000
Kernel 2: 94.849998
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.000957 1.000000 fi:0.099931. Ave ac:0.004964,0.008688
Initialization: 5.906000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.418000
Kernel 1: 0.024000
Kernel 2: 97.183998
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001197 1.000000 fi:0.099830. Ave ac:0.004895,0.012583
Initialization: 5.961000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.403000
Kernel 1: 0.025000
Kernel 2: 93.672997
Copyback: 0.016000
Sum: 0.031000
It 7,Best ac:0.001436 1.000000 fi:0.099730. Ave ac:0.005431,0.012943
Initialization: 6.043000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.395000
Kernel 1: 0.024000
Kernel 2: 95.289001
Copyback: 0.016000
Sum: 0.034000
It 8,Best ac:0.000957 1.000000 fi:0.099931. Ave ac:0.004483,0.006937
Initialization: 5.927000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.386000
Kernel 1: 0.025000
Kernel 2: 96.759003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001436 1.000000 fi:0.099730. Ave ac:0.004067,0.006957
Iteration 10:MDL fitness activated
Error 0.099730 TL 0.046691
MDL Theory Length Weight: 0.7119916021 (3)
Initialization: 5.940000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.388000
Kernel 1: 0.024000
Kernel 2: 96.136002
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001436 1.000000 fi:0.122440. Ave ac:0.003353,0.006356
Initialization: 5.929000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.399000
Kernel 1: 0.025000
Kernel 2: 95.994003
Copyback: 0.017000
Sum: 0.025000
It 11,Best ac:0.000958 1.000000 fi:0.123732. Ave ac:0.004192,0.008262
Initialization: 5.958000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.395000
Kernel 1: 0.025000
Kernel 2: 96.975998
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.000957 1.000000 fi:0.124918. Ave ac:0.002811,0.004644
Initialization: 5.926000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.424000
Kernel 1: 0.021000
Kernel 2: 98.608002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001675 1.000000 fi:0.118848. Ave ac:0.003659,0.009170
Initialization: 5.813000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.403000
Kernel 1: 0.025000
Kernel 2: 94.264999
Copyback: 0.018000
Sum: 0.031000
It 14,Best ac:0.000957 1.000000 fi:0.116330. Ave ac:0.002807,0.004049
Initialization: 5.968000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.430000
Kernel 1: 0.025000
Kernel 2: 96.214996
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000957 1.000000 fi:0.120139. Ave ac:0.003101,0.005602
Initialization: 6.001000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.405000
Kernel 1: 0.024000
Kernel 2: 95.960999
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000718 1.000000 fi:0.208820. Ave ac:0.003319,0.008617
Initialization: 5.930000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.425000
Kernel 1: 0.024000
Kernel 2: 97.610001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001197 1.000000 fi:0.118067. Ave ac:0.002275,0.003323
Initialization: 5.943000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.393000
Kernel 1: 0.024000
Kernel 2: 96.218002
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000958 1.000000 fi:0.120444. Ave ac:0.002525,0.003693
Initialization: 6.000000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.382000
Kernel 1: 0.025000
Kernel 2: 96.429001
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001197 1.000000 fi:0.122434. Ave ac:0.002520,0.003649
Initialization: 5.974000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.383000
Kernel 1: 0.024000
Kernel 2: 98.331001
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.002393 1.000000 fi:0.118679. Ave ac:0.002727,0.004363
Initialization: 6.092000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.406000
Kernel 1: 0.023000
Kernel 2: 94.050003
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001675 1.000000 fi:0.121520. Ave ac:0.002456,0.004044
Initialization: 5.958000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.401000
Kernel 1: 0.025000
Kernel 2: 93.254997
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001915 1.000000 fi:0.125079. Ave ac:0.002642,0.004361
Initialization: 5.986000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.382000
Kernel 1: 0.025000
Kernel 2: 92.223000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000957 1.000000 fi:0.122877. Ave ac:0.002400,0.003234
MDL Theory Length Weight: 0.6407924419 (10)
Initialization: 5.988000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.397000
Kernel 1: 0.025000
Kernel 2: 92.282997
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000957 1.000000 fi:0.115559. Ave ac:0.002668,0.004708
Initialization: 5.894000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.434000
Kernel 1: 0.024000
Kernel 2: 90.606003
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001675 1.000000 fi:0.114388. Ave ac:0.003035,0.005400
Initialization: 5.936000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.436000
Kernel 1: 0.024000
Kernel 2: 89.462997
Copyback: 0.016000
Sum: 0.028000
It 26,Best ac:0.001436 1.000000 fi:0.119267. Ave ac:0.002490,0.004502
Initialization: 5.963000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.437000
Kernel 1: 0.023000
Kernel 2: 91.721001
Copyback: 0.016000
Sum: 0.031000
It 27,Best ac:0.001197 1.000000 fi:0.117193. Ave ac:0.002339,0.003138
Initialization: 5.986000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.633000
Kernel 1: 0.034000
Kernel 2: 90.504997
Copyback: 0.016000
Sum: 0.026000
It 28,Best ac:0.001197 1.000000 fi:0.118566. Ave ac:0.002375,0.003758
Initialization: 5.921000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.103000
Kernel 1: 0.030000
Kernel 2: 88.623001
Copyback: 0.016000
Sum: 0.033000
It 29,Best ac:0.000958 1.000000 fi:0.121387. Ave ac:0.002964,0.005134
Initialization: 5.950000
Memcpy Classifiers: 0.401000
Memcpy Instances: 10.804000
Kernel 1: 0.024000
Kernel 2: 91.419998
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001197 1.000000 fi:0.117105. Ave ac:0.002651,0.007126
Initialization: 6.025000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.398000
Kernel 1: 0.024000
Kernel 2: 92.964996
Copyback: 0.016000
Sum: 0.028000
It 31,Best ac:0.000957 1.000000 fi:0.116962. Ave ac:0.002727,0.004941
Initialization: 5.980000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.401000
Kernel 1: 0.024000
Kernel 2: 93.163002
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001436 1.000000 fi:0.115850. Ave ac:0.003813,0.006269
Initialization: 9.077000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.395000
Kernel 1: 0.026000
Kernel 2: 92.985001
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.001914 1.000000 fi:0.118721. Ave ac:0.002471,0.003712
Initialization: 28.540001
Memcpy Instances: 417.333008
Memcpy Classifiers: 0.076000
Kernel 1: 0.027000
Kernel 2: 537.758972
Copyback: 0.015000
Sum: 0.019000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 548.054016
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.022000
Kernel 2: 542.770020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 536.245972
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 532.713989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 551.559021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 544.843994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 536.293030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.017000
Kernel 2: 535.661011
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 560.947021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 552.392029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 160.024002
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001139 0.672316 fi:0.450533. Ave ac:0.002206,0.007640
Best acc 0.001139 0.672316
Initialization: 7.677000
Memcpy Classifiers: 0.523000
Memcpy Instances: 13.313000
Kernel 1: 0.028000
Kernel 2: 102.795998
Copyback: 0.018000
Sum: 0.056000
Initial population average accuracy1:0.005289 accuracy2:0.242755
Initialization: 6.572000
Memcpy Classifiers: 0.523000
Memcpy Instances: 12.091000
Kernel 1: 0.033000
Kernel 2: 103.099998
Copyback: 0.017000
Sum: 0.060000
It 0,Best ac:0.000718 1.000000 fi:0.185640. Ave ac:0.005663,0.010539
Initialization: 7.478000
Memcpy Classifiers: 0.792000
Memcpy Instances: 11.922000
Kernel 1: 0.027000
Kernel 2: 101.041000
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000958 1.000000 fi:0.099931. Ave ac:0.005791,0.012312
Initialization: 5.990000
Memcpy Classifiers: 0.508000
Memcpy Instances: 10.771000
Kernel 1: 0.034000
Kernel 2: 98.889000
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000718 1.000000 fi:0.185640. Ave ac:0.005263,0.008019
Initialization: 6.708000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.088000
Kernel 1: 0.023000
Kernel 2: 100.033997
Copyback: 0.018000
Sum: 0.039000
It 3,Best ac:0.000718 1.000000 fi:0.184822. Ave ac:0.005671,0.010033
Initialization: 7.156000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.382000
Kernel 1: 0.026000
Kernel 2: 99.957001
Copyback: 0.018000
Sum: 0.030000
It 4,Best ac:0.001197 1.000000 fi:0.099830. Ave ac:0.004629,0.008070
Initialization: 5.879000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.582000
Kernel 1: 0.024000
Kernel 2: 98.258003
Copyback: 0.018000
Sum: 0.040000
It 5,Best ac:0.001436 1.000000 fi:0.099730. Ave ac:0.004648,0.006983
Initialization: 8.956000
Memcpy Classifiers: 0.807000
Memcpy Instances: 12.480000
Kernel 1: 0.024000
Kernel 2: 96.765999
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001436 1.000000 fi:0.099730. Ave ac:0.003988,0.006502
Initialization: 5.950000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.393000
Kernel 1: 0.024000
Kernel 2: 97.035004
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.000957 1.000000 fi:0.099931. Ave ac:0.003975,0.005777
Initialization: 5.863000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.396000
Kernel 1: 0.026000
Kernel 2: 98.707001
Copyback: 0.019000
Sum: 0.039000
It 8,Best ac:0.000957 1.000000 fi:0.099931. Ave ac:0.003584,0.006133
Initialization: 5.803000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.436000
Kernel 1: 0.024000
Kernel 2: 99.597000
Copyback: 0.016000
Sum: 0.032000
It 9,Best ac:0.001675 1.000000 fi:0.099629. Ave ac:0.003319,0.006539
Iteration 10:MDL fitness activated
Error 0.099629 TL 0.031003
MDL Theory Length Weight: 1.0711724579 (1)
Initialization: 5.952000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.401000
Kernel 1: 0.024000
Kernel 2: 101.429001
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001436 1.000000 fi:0.133590. Ave ac:0.003070,0.004936
Initialization: 5.881000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.401000
Kernel 1: 0.024000
Kernel 2: 100.146004
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.000957 1.000000 fi:0.141435. Ave ac:0.003411,0.005963
Initialization: 5.950000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.387000
Kernel 1: 0.025000
Kernel 2: 100.422997
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.000957 1.000000 fi:0.144291. Ave ac:0.003540,0.006788
Initialization: 5.991000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.389000
Kernel 1: 0.026000
Kernel 2: 98.717003
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001915 1.000000 fi:0.140014. Ave ac:0.003110,0.005443
Initialization: 5.950000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.407000
Kernel 1: 0.025000
Kernel 2: 96.968002
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001436 1.000000 fi:0.137203. Ave ac:0.002780,0.005141
Initialization: 5.890000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.401000
Kernel 1: 0.024000
Kernel 2: 99.348999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.000957 1.000000 fi:0.142213. Ave ac:0.002653,0.004029
Initialization: 5.966000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.428000
Kernel 1: 0.024000
Kernel 2: 98.297997
Copyback: 0.019000
Sum: 0.037000
It 16,Best ac:0.001197 1.000000 fi:0.137433. Ave ac:0.003317,0.005385
Initialization: 5.781000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.390000
Kernel 1: 0.024000
Kernel 2: 95.288002
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000958 1.000000 fi:0.139761. Ave ac:0.002717,0.004403
Initialization: 5.841000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.390000
Kernel 1: 0.025000
Kernel 2: 97.434998
Copyback: 0.021000
Sum: 0.036000
It 18,Best ac:0.000957 1.000000 fi:0.133872. Ave ac:0.004070,0.006474
Initialization: 5.930000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.420000
Kernel 1: 0.023000
Kernel 2: 95.970001
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001436 1.000000 fi:0.133670. Ave ac:0.003539,0.005650
MDL Theory Length Weight: 0.9640552121 (11)
Initialization: 5.931000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.417000
Kernel 1: 0.024000
Kernel 2: 98.119003
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001436 1.000000 fi:0.130331. Ave ac:0.002707,0.004078
Initialization: 5.906000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.404000
Kernel 1: 0.024000
Kernel 2: 98.434998
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001196 1.000000 fi:0.133474. Ave ac:0.003714,0.005676
Initialization: 5.962000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.189000
Kernel 1: 0.024000
Kernel 2: 94.403999
Copyback: 0.016000
Sum: 0.035000
It 22,Best ac:0.001196 1.000000 fi:0.133897. Ave ac:0.003190,0.005939
Initialization: 6.017000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.390000
Kernel 1: 0.024000
Kernel 2: 96.155998
Copyback: 0.018000
Sum: 0.031000
It 23,Best ac:0.000957 1.000000 fi:0.128828. Ave ac:0.002887,0.004216
Initialization: 7.125000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.399000
Kernel 1: 0.024000
Kernel 2: 94.927002
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.000957 1.000000 fi:0.128893. Ave ac:0.002768,0.004619
Initialization: 6.003000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.095000
Kernel 1: 0.021000
Kernel 2: 90.922997
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001197 1.000000 fi:0.129547. Ave ac:0.002873,0.005166
Initialization: 5.936000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.395000
Kernel 1: 0.024000
Kernel 2: 93.364998
Copyback: 0.016000
Sum: 0.027000
It 26,Best ac:0.000957 1.000000 fi:0.128893. Ave ac:0.002947,0.004657
Initialization: 5.966000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.400000
Kernel 1: 0.024000
Kernel 2: 94.625000
Copyback: 0.019000
Sum: 0.029000
It 27,Best ac:0.000957 1.000000 fi:0.128828. Ave ac:0.002640,0.004565
Initialization: 6.033000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.409000
Kernel 1: 0.024000
Kernel 2: 95.153000
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.000957 1.000000 fi:0.127444. Ave ac:0.002304,0.004316
Initialization: 5.934000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.444000
Kernel 1: 0.024000
Kernel 2: 99.408997
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001197 1.000000 fi:0.124418. Ave ac:0.003008,0.005052
Initialization: 5.939000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.408000
Kernel 1: 0.024000
Kernel 2: 95.823997
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.003590 1.000000 fi:0.131473. Ave ac:0.002373,0.004420
Initialization: 5.952000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.424000
Kernel 1: 0.024000
Kernel 2: 96.529999
Copyback: 0.371000
Sum: 0.027000
It 31,Best ac:0.000957 1.000000 fi:0.124218. Ave ac:0.002639,0.003719
Initialization: 5.962000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.401000
Kernel 1: 0.024000
Kernel 2: 94.109001
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.002154 1.000000 fi:0.127172. Ave ac:0.002674,0.003902
Initialization: 5.936000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.408000
Kernel 1: 0.024000
Kernel 2: 93.279999
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001436 1.000000 fi:0.131156. Ave ac:0.002028,0.003708
Initialization: 25.094999
Memcpy Instances: 423.997986
Memcpy Classifiers: 0.080000
Kernel 1: 0.024000
Kernel 2: 550.465027
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.073000
Kernel 1: 0.015000
Kernel 2: 534.526978
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 529.835999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 556.807007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.018000
Kernel 2: 547.838989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 548.534973
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 550.015015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 553.692017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 555.067017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 544.922974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 538.075989
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 154.373001
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001077 0.698758 fi:0.435190. Ave ac:0.003142,0.011191
Best acc 0.001077 0.698758
Rule:Att PSSM_-4_11 is [-4.455732,4.419587]|Att PSSM_-3_11 is [-3.687392,5.418546]|Att PSSM_-1_4 is [-7.040065,-0.959935]|Att PSSM_0_2 is [-5.928619,-3.938739]|Att PSSM_0_20 is [>-2.069116]|Att PSSM_1_7 is [-4.485438,-1.467838]|Att PSSM_1_19 is [-1.287716,9.209632]|Att PSSM_2_17 is [-5.166945,2.094501]|Att PSSM_2_19 is [<4.916351]|Att PSSM_3_1 is [-2.292236,6.137052]|Att PSSM_3_4 is [-4.688185,2.688185]|Att PSSM_3_12 is [-5.399913,-0.600087]|Att PSSM_4_2 is [<3.901562]|1
Accuracy : 0.766807
0	1	
158973	5107	
49609	20949	
Removed 322 instances. 208582 Instances left. Acc of rule 0.001077-0.698758
Initialization: 5.973000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.425000
Kernel 1: 0.028000
Kernel 2: 103.518997
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005554 accuracy2:0.222018
Initialization: 5.923000
Memcpy Classifiers: 0.478000
Memcpy Instances: 8.392000
Kernel 1: 0.024000
Kernel 2: 103.753998
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.000719 1.000000 fi:0.181535. Ave ac:0.007634,0.012728
Initialization: 5.909000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.389000
Kernel 1: 0.025000
Kernel 2: 103.855003
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.000719 0.750000 fi:0.431535. Ave ac:0.007685,0.014661
Initialization: 5.955000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.388000
Kernel 1: 0.024000
Kernel 2: 103.371002
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.002398 0.909091 fi:0.190231. Ave ac:0.006429,0.010475
Initialization: 5.957000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.033000
Kernel 1: 0.024000
Kernel 2: 103.165001
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000959 1.000000 fi:0.099929. Ave ac:0.005838,0.010031
Initialization: 7.598000
Memcpy Classifiers: 0.680000
Memcpy Instances: 10.696000
Kernel 1: 0.024000
Kernel 2: 100.435997
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000719 1.000000 fi:0.181535. Ave ac:0.005194,0.008651
Initialization: 6.023000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.397000
Kernel 1: 0.025000
Kernel 2: 100.580002
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.000959 1.000000 fi:0.099929. Ave ac:0.004476,0.007262
Initialization: 7.689000
Memcpy Classifiers: 0.743000
Memcpy Instances: 12.504000
Kernel 1: 0.024000
Kernel 2: 98.389999
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001198 1.000000 fi:0.099828. Ave ac:0.003594,0.004803
Initialization: 5.945000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.385000
Kernel 1: 0.025000
Kernel 2: 99.120003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001198 1.000000 fi:0.099828. Ave ac:0.002847,0.003737
Initialization: 5.961000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.396000
Kernel 1: 0.024000
Kernel 2: 96.918999
Copyback: 0.018000
Sum: 0.038000
It 8,Best ac:0.001198 1.000000 fi:0.099828. Ave ac:0.003129,0.004743
Initialization: 5.915000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.382000
Kernel 1: 0.025000
Kernel 2: 100.443001
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.001438 1.000000 fi:0.099727. Ave ac:0.002651,0.003283
Iteration 10:MDL fitness activated
Error 0.099727 TL 0.046134
MDL Theory Length Weight: 0.7205637245 (1)
Initialization: 5.979000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.384000
Kernel 1: 0.024000
Kernel 2: 99.521004
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.000959 1.000000 fi:0.125727. Ave ac:0.002678,0.003904
Initialization: 5.979000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.387000
Kernel 1: 0.025000
Kernel 2: 99.595001
Copyback: 0.016000
Sum: 0.034000
It 11,Best ac:0.002158 1.000000 fi:0.121731. Ave ac:0.002727,0.003751
Initialization: 5.967000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.379000
Kernel 1: 0.024000
Kernel 2: 100.946999
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001199 1.000000 fi:0.123608. Ave ac:0.002964,0.004222
Initialization: 5.992000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.367000
Kernel 1: 0.024000
Kernel 2: 97.157997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.000959 1.000000 fi:0.120494. Ave ac:0.002725,0.004310
Initialization: 5.947000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.395000
Kernel 1: 0.024000
Kernel 2: 91.321999
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.000959 1.000000 fi:0.118725. Ave ac:0.002888,0.004250
Initialization: 5.988000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.380000
Kernel 1: 0.025000
Kernel 2: 91.393997
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000959 1.000000 fi:0.118838. Ave ac:0.002509,0.003766
Initialization: 5.968000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.386000
Kernel 1: 0.024000
Kernel 2: 91.269997
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.000959 1.000000 fi:0.119012. Ave ac:0.003271,0.004255
Initialization: 5.951000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.380000
Kernel 1: 0.024000
Kernel 2: 93.505997
Copyback: 0.020000
Sum: 0.037000
It 17,Best ac:0.001199 1.000000 fi:0.126563. Ave ac:0.003030,0.005149
Initialization: 5.937000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.387000
Kernel 1: 0.025000
Kernel 2: 88.231003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000959 1.000000 fi:0.118969. Ave ac:0.002618,0.003948
Initialization: 5.922000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.415000
Kernel 1: 0.024000
Kernel 2: 87.581001
Copyback: 0.016000
Sum: 0.032000
It 19,Best ac:0.000959 1.000000 fi:0.117019. Ave ac:0.002672,0.004518
Initialization: 5.972000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.405000
Kernel 1: 0.025000
Kernel 2: 88.241997
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.001199 1.000000 fi:0.122645. Ave ac:0.002711,0.004527
Initialization: 5.949000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.367000
Kernel 1: 0.025000
Kernel 2: 87.426003
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.001199 1.000000 fi:0.118911. Ave ac:0.002652,0.003672
Initialization: 5.951000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.373000
Kernel 1: 0.024000
Kernel 2: 87.278999
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001198 1.000000 fi:0.119581. Ave ac:0.002102,0.003538
Initialization: 5.793000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.414000
Kernel 1: 0.024000
Kernel 2: 86.932999
Copyback: 0.018000
Sum: 0.038000
It 23,Best ac:0.000959 1.000000 fi:0.114886. Ave ac:0.002585,0.004061
Initialization: 5.930000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.405000
Kernel 1: 0.024000
Kernel 2: 85.313004
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.000959 1.000000 fi:0.118786. Ave ac:0.001857,0.003067
Initialization: 5.978000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.366000
Kernel 1: 0.024000
Kernel 2: 86.758003
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000959 1.000000 fi:0.123885. Ave ac:0.002120,0.003364
Initialization: 6.010000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.370000
Kernel 1: 0.025000
Kernel 2: 88.391998
Copyback: 0.016000
Sum: 0.033000
It 26,Best ac:0.001198 1.000000 fi:0.116278. Ave ac:0.003125,0.004173
Initialization: 6.096000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.410000
Kernel 1: 0.025000
Kernel 2: 88.216003
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.000959 1.000000 fi:0.117352. Ave ac:0.002893,0.004127
Initialization: 5.994000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.111000
Kernel 1: 0.024000
Kernel 2: 93.120003
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.000959 1.000000 fi:0.116981. Ave ac:0.001915,0.002837
Initialization: 5.961000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.371000
Kernel 1: 0.025000
Kernel 2: 93.614998
Copyback: 0.018000
Sum: 0.038000
It 29,Best ac:0.000959 1.000000 fi:0.115201. Ave ac:0.002502,0.003892
Initialization: 5.929000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.387000
Kernel 1: 0.024000
Kernel 2: 92.888000
Copyback: 0.018000
Sum: 0.034000
It 30,Best ac:0.000959 1.000000 fi:0.121389. Ave ac:0.002354,0.003467
Initialization: 8.337000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.386000
Kernel 1: 0.024000
Kernel 2: 90.890999
Copyback: 0.017000
Sum: 0.037000
It 31,Best ac:0.000959 1.000000 fi:0.116527. Ave ac:0.002236,0.003558
Initialization: 6.023000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.003000
Kernel 1: 0.024000
Kernel 2: 88.373001
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.000959 1.000000 fi:0.112275. Ave ac:0.002138,0.003240
Initialization: 5.891000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.385000
Kernel 1: 0.024000
Kernel 2: 87.417000
Copyback: 0.019000
Sum: 0.041000
It 33,Best ac:0.001918 1.000000 fi:0.113308. Ave ac:0.002370,0.004492
Initialization: 25.400999
Memcpy Instances: 500.720001
Memcpy Classifiers: 0.074000
Kernel 1: 0.024000
Kernel 2: 522.453979
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 507.540985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.023000
Kernel 2: 510.408997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 516.966003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 498.062988
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 501.998993
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 527.643982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.015000
Kernel 2: 516.453003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 518.828979
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 517.973999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 521.638977
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.012000
Kernel 2: 146.438004
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000944 0.681661 fi:0.435697. Ave ac:0.001802,0.006042
Best acc 0.000944 0.681661
Initialization: 6.181000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.395000
Kernel 1: 0.027000
Kernel 2: 102.032997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005456 accuracy2:0.224855
Initialization: 5.937000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.380000
Kernel 1: 0.024000
Kernel 2: 103.099998
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.000719 0.750000 fi:0.432359. Ave ac:0.007779,0.014421
Initialization: 5.942000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.381000
Kernel 1: 0.024000
Kernel 2: 103.394997
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000719 1.000000 fi:0.181535. Ave ac:0.008556,0.017627
Initialization: 5.956000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.419000
Kernel 1: 0.024000
Kernel 2: 100.394997
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001198 1.000000 fi:0.099828. Ave ac:0.006590,0.012520
Initialization: 5.923000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.389000
Kernel 1: 0.025000
Kernel 2: 99.905998
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001199 1.000000 fi:0.099828. Ave ac:0.007469,0.012428
Initialization: 5.892000
Memcpy Classifiers: 0.491000
Memcpy Instances: 8.376000
Kernel 1: 0.025000
Kernel 2: 100.316002
Copyback: 0.016000
Sum: 0.033000
It 4,Best ac:0.000959 1.000000 fi:0.099929. Ave ac:0.005677,0.009217
Initialization: 5.899000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.371000
Kernel 1: 0.026000
Kernel 2: 103.592003
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001198 1.000000 fi:0.099828. Ave ac:0.005116,0.008671
Initialization: 5.895000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.376000
Kernel 1: 0.026000
Kernel 2: 105.531998
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.002398 1.000000 fi:0.099322. Ave ac:0.004800,0.010493
Initialization: 5.914000
Memcpy Classifiers: 0.584000
Memcpy Instances: 12.153000
Kernel 1: 0.028000
Kernel 2: 104.817001
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.000959 1.000000 fi:0.099929. Ave ac:0.004526,0.008544
Initialization: 6.011000
Memcpy Classifiers: 0.506000
Memcpy Instances: 11.814000
Kernel 1: 0.024000
Kernel 2: 101.325996
Copyback: 0.019000
Sum: 0.042000
It 8,Best ac:0.001198 1.000000 fi:0.099828. Ave ac:0.004784,0.008002
Initialization: 5.926000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.369000
Kernel 1: 0.025000
Kernel 2: 102.238998
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.000959 1.000000 fi:0.099929. Ave ac:0.004398,0.008129
Iteration 10:MDL fitness activated
Error 0.099929 TL 0.033870
MDL Theory Length Weight: 0.9834686718 (4)
Initialization: 6.004000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.379000
Kernel 1: 0.025000
Kernel 2: 101.824997
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.000959 1.000000 fi:0.126716. Ave ac:0.004716,0.009222
Initialization: 5.994000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.401000
Kernel 1: 0.025000
Kernel 2: 101.490997
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001438 1.000000 fi:0.125801. Ave ac:0.004874,0.008810
Initialization: 5.986000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.381000
Kernel 1: 0.024000
Kernel 2: 96.879997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001199 1.000000 fi:0.138830. Ave ac:0.004609,0.008334
Initialization: 5.923000
Memcpy Classifiers: 0.515000
Memcpy Instances: 8.402000
Kernel 1: 0.024000
Kernel 2: 99.150002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001438 1.000000 fi:0.126457. Ave ac:0.005180,0.010279
Initialization: 5.943000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.415000
Kernel 1: 0.025000
Kernel 2: 99.063004
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001198 1.000000 fi:0.133678. Ave ac:0.004516,0.009288
Initialization: 5.939000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.387000
Kernel 1: 0.024000
Kernel 2: 97.985001
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000959 1.000000 fi:0.112562. Ave ac:0.005040,0.009933
Initialization: 5.925000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.385000
Kernel 1: 0.024000
Kernel 2: 97.013000
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.000959 1.000000 fi:0.133490. Ave ac:0.003886,0.008451
Initialization: 5.995000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.372000
Kernel 1: 0.024000
Kernel 2: 96.432999
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.001439 1.000000 fi:0.129739. Ave ac:0.003025,0.005540
Initialization: 6.009000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.367000
Kernel 1: 0.024000
Kernel 2: 94.457001
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001439 1.000000 fi:0.127064. Ave ac:0.002243,0.003470
Initialization: 5.987000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.385000
Kernel 1: 0.024000
Kernel 2: 94.699997
Copyback: 0.016000
Sum: 0.027000
It 19,Best ac:0.001439 1.000000 fi:0.123339. Ave ac:0.002686,0.004049
Initialization: 5.978000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.373000
Kernel 1: 0.025000
Kernel 2: 94.308998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000959 1.000000 fi:0.127316. Ave ac:0.002188,0.003124
Initialization: 5.969000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.391000
Kernel 1: 0.024000
Kernel 2: 94.345001
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000959 1.000000 fi:0.145844. Ave ac:0.002323,0.004771
Initialization: 5.928000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.383000
Kernel 1: 0.025000
Kernel 2: 91.195999
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000959 1.000000 fi:0.126522. Ave ac:0.002914,0.005676
Initialization: 5.989000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.368000
Kernel 1: 0.026000
Kernel 2: 87.986000
Copyback: 0.019000
Sum: 0.035000
It 23,Best ac:0.000959 1.000000 fi:0.126370. Ave ac:0.003117,0.004745
Initialization: 5.816000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.404000
Kernel 1: 0.025000
Kernel 2: 89.184998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001917 1.000000 fi:0.119200. Ave ac:0.002422,0.003664
MDL Theory Length Weight: 0.8851218046 (10)
Initialization: 6.079000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.370000
Kernel 1: 0.024000
Kernel 2: 88.473999
Copyback: 0.018000
Sum: 0.037000
It 25,Best ac:0.001678 1.000000 fi:0.119166. Ave ac:0.002626,0.007573
Initialization: 6.506000
Memcpy Classifiers: 0.397000
Memcpy Instances: 12.284000
Kernel 1: 0.025000
Kernel 2: 90.360001
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001678 1.000000 fi:0.121403. Ave ac:0.002948,0.003868
Initialization: 5.978000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.408000
Kernel 1: 0.024000
Kernel 2: 91.585999
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.000959 1.000000 fi:0.122431. Ave ac:0.002129,0.003166
Initialization: 6.344000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.663000
Kernel 1: 0.024000
Kernel 2: 88.040001
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001678 1.000000 fi:0.117202. Ave ac:0.002488,0.003441
Initialization: 7.004000
Memcpy Classifiers: 0.406000
Memcpy Instances: 9.003000
Kernel 1: 0.025000
Kernel 2: 89.088997
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000959 1.000000 fi:0.130613. Ave ac:0.002107,0.003217
Initialization: 5.945000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.421000
Kernel 1: 0.025000
Kernel 2: 93.671997
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000959 1.000000 fi:0.122645. Ave ac:0.002859,0.005229
Initialization: 6.654000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.009000
Kernel 1: 0.024000
Kernel 2: 91.945999
Copyback: 0.019000
Sum: 0.039000
It 31,Best ac:0.001438 1.000000 fi:0.123433. Ave ac:0.002542,0.003732
Initialization: 7.695000
Memcpy Classifiers: 0.595000
Memcpy Instances: 10.803000
Kernel 1: 0.024000
Kernel 2: 92.466003
Copyback: 0.018000
Sum: 0.033000
It 32,Best ac:0.001199 1.000000 fi:0.122712. Ave ac:0.002752,0.004311
Initialization: 5.996000
Memcpy Classifiers: 0.428000
Memcpy Instances: 11.749000
Kernel 1: 0.023000
Kernel 2: 91.377998
Copyback: 0.018000
Sum: 0.039000
It 33,Best ac:0.001918 1.000000 fi:0.121045. Ave ac:0.002716,0.004803
Initialization: 26.593000
Memcpy Instances: 477.651001
Memcpy Classifiers: 0.077000
Kernel 1: 0.026000
Kernel 2: 544.796021
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 536.693970
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 535.195007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 545.335022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.015000
Kernel 2: 557.656006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 539.783997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 554.552002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 551.140015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 545.163025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 541.000000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 530.715027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 149.690002
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000988 0.720280 fi:0.409842. Ave ac:0.002421,0.008453
Best acc 0.000988 0.720280
Rule:Att PSSM_-4_5 is [>-4.249521]|Att PSSM_-4_6 is [<-1.306377]|Att PSSM_-3_2 is [<1.456688]|Att PSSM_-3_7 is [<2.560899]|Att PSSM_-3_10 is [1.605510,6.009708]|Att PSSM_-3_14 is [<2.593806]|Att PSSM_-2_12 is [-6.565231,-1.434768]|Att PSSM_-1_4 is [<1.868633]|Att PSSM_-1_9 is [-6.769391,8.994694]|Att PSSM_0_2 is [-3.760016,-2.093725]|Att PSSM_0_7 is [-6.077301,-1.922699]|Att PSSM_2_6 is [-6.634877,-1.365123]|1
Accuracy : 0.767344
0	1	
158893	5187	
49403	21155	
Removed 286 instances. 208296 Instances left. Acc of rule 0.000988-0.720280
Initialization: 6.160000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.414000
Kernel 1: 0.027000
Kernel 2: 101.490997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.004933 accuracy2:0.229400
Initialization: 6.008000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.359000
Kernel 1: 0.024000
Kernel 2: 102.316002
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.000960 0.800000 fi:0.299927. Ave ac:0.006081,0.010998
Initialization: 6.027000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.354000
Kernel 1: 0.025000
Kernel 2: 104.323997
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000960 0.800000 fi:0.299927. Ave ac:0.005634,0.008637
Initialization: 5.946000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.371000
Kernel 1: 0.025000
Kernel 2: 103.401001
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000720 1.000000 fi:0.178222. Ave ac:0.005488,0.009797
Initialization: 5.829000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.383000
Kernel 1: 0.024000
Kernel 2: 103.225998
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.000720 1.000000 fi:0.178222. Ave ac:0.004089,0.006933
Initialization: 5.796000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.401000
Kernel 1: 0.024000
Kernel 2: 100.939003
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.000960 1.000000 fi:0.099927. Ave ac:0.004160,0.007224
Initialization: 5.978000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.390000
Kernel 1: 0.024000
Kernel 2: 98.674004
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.001200 1.000000 fi:0.099826. Ave ac:0.003517,0.005154
Initialization: 5.968000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.382000
Kernel 1: 0.024000
Kernel 2: 96.177002
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.000960 1.000000 fi:0.099927. Ave ac:0.003558,0.006199
Initialization: 5.887000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.372000
Kernel 1: 0.024000
Kernel 2: 96.454002
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001200 1.000000 fi:0.099826. Ave ac:0.002518,0.003861
Initialization: 5.913000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.417000
Kernel 1: 0.025000
Kernel 2: 97.806999
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.001440 1.000000 fi:0.099724. Ave ac:0.002799,0.004614
Initialization: 5.981000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.383000
Kernel 1: 0.029000
Kernel 2: 93.258003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001200 1.000000 fi:0.099826. Ave ac:0.002721,0.004542
Iteration 10:MDL fitness activated
Error 0.099826 TL 0.036852
MDL Theory Length Weight: 0.9029512604 (2)
Initialization: 6.421000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.332000
Kernel 1: 0.027000
Kernel 2: 93.377998
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001200 1.000000 fi:0.128400. Ave ac:0.003295,0.004972
Initialization: 7.465000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.473000
Kernel 1: 0.034000
Kernel 2: 93.734001
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.000960 1.000000 fi:0.133744. Ave ac:0.002739,0.004376
Initialization: 7.260000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.687000
Kernel 1: 0.023000
Kernel 2: 93.870003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000960 1.000000 fi:0.129825. Ave ac:0.002983,0.005170
Initialization: 5.953000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.407000
Kernel 1: 0.024000
Kernel 2: 91.315002
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001200 1.000000 fi:0.123224. Ave ac:0.002689,0.005487
Initialization: 5.893000
Memcpy Classifiers: 0.457000
Memcpy Instances: 8.373000
Kernel 1: 0.025000
Kernel 2: 92.387001
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001920 1.000000 fi:0.125104. Ave ac:0.002800,0.003789
Initialization: 5.942000
Memcpy Classifiers: 0.529000
Memcpy Instances: 8.359000
Kernel 1: 0.025000
Kernel 2: 91.847000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001200 1.000000 fi:0.130557. Ave ac:0.003094,0.004090
Initialization: 5.929000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.371000
Kernel 1: 0.024000
Kernel 2: 93.315002
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001680 1.000000 fi:0.133026. Ave ac:0.003553,0.005380
Initialization: 5.930000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.382000
Kernel 1: 0.024000
Kernel 2: 92.335999
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001440 1.000000 fi:0.131765. Ave ac:0.003866,0.006558
Initialization: 5.906000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.362000
Kernel 1: 0.025000
Kernel 2: 90.738998
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000960 1.000000 fi:0.131346. Ave ac:0.003211,0.005726
Initialization: 5.903000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.379000
Kernel 1: 0.024000
Kernel 2: 91.818001
Copyback: 0.017000
Sum: 0.039000
It 19,Best ac:0.000960 1.000000 fi:0.118675. Ave ac:0.003429,0.005242
Initialization: 5.925000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.469000
Kernel 1: 0.022000
Kernel 2: 87.685997
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.000960 1.000000 fi:0.128501. Ave ac:0.003148,0.005082
Initialization: 8.198000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.409000
Kernel 1: 0.025000
Kernel 2: 87.995003
Copyback: 0.018000
Sum: 0.030000
It 21,Best ac:0.000960 1.000000 fi:0.118660. Ave ac:0.003616,0.005896
Initialization: 5.917000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.409000
Kernel 1: 0.025000
Kernel 2: 87.900002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000960 1.000000 fi:0.123679. Ave ac:0.002902,0.003972
Initialization: 5.974000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.377000
Kernel 1: 0.025000
Kernel 2: 87.165001
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001200 1.000000 fi:0.118574. Ave ac:0.002452,0.005130
Initialization: 6.015000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.385000
Kernel 1: 0.027000
Kernel 2: 85.389000
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001680 1.000000 fi:0.128050. Ave ac:0.002756,0.004549
Initialization: 5.961000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.389000
Kernel 1: 0.025000
Kernel 2: 86.752998
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.000960 1.000000 fi:0.122917. Ave ac:0.002502,0.004043
Initialization: 5.929000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.381000
Kernel 1: 0.024000
Kernel 2: 84.492996
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001200 1.000000 fi:0.125357. Ave ac:0.002722,0.005136
Initialization: 5.825000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.376000
Kernel 1: 0.025000
Kernel 2: 83.037003
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001200 1.000000 fi:0.117954. Ave ac:0.002581,0.004079
Initialization: 7.125000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.364000
Kernel 1: 0.023000
Kernel 2: 86.163002
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001680 1.000000 fi:0.123451. Ave ac:0.002108,0.003523
Initialization: 7.761000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.396000
Kernel 1: 0.024000
Kernel 2: 85.814003
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001200 1.000000 fi:0.118558. Ave ac:0.002999,0.005115
Initialization: 6.025000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.366000
Kernel 1: 0.025000
Kernel 2: 85.408997
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001200 1.000000 fi:0.124064. Ave ac:0.002171,0.004471
Initialization: 5.972000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.367000
Kernel 1: 0.025000
Kernel 2: 89.343002
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.000960 1.000000 fi:0.118675. Ave ac:0.002668,0.004054
Initialization: 5.930000
Memcpy Classifiers: 0.425000
Memcpy Instances: 8.357000
Kernel 1: 0.024000
Kernel 2: 82.904999
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.000960 1.000000 fi:0.124684. Ave ac:0.002985,0.005552
Initialization: 5.896000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.373000
Kernel 1: 0.025000
Kernel 2: 82.476997
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001441 1.000000 fi:0.149879. Ave ac:0.002605,0.005807
Initialization: 25.611000
Memcpy Instances: 424.441010
Memcpy Classifiers: 0.079000
Kernel 1: 0.028000
Kernel 2: 486.006012
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 486.419006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 499.339996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 507.996002
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 489.454987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 490.778992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 510.346985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.111000
Kernel 1: 0.021000
Kernel 2: 485.069000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.017000
Kernel 2: 496.601990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 499.554993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.017000
Kernel 2: 459.282013
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000994 0.676471 fi:0.454861. Ave ac:0.002287,0.007575
Best acc 0.000994 0.676471
Initialization: 5.983000
Memcpy Classifiers: 0.541000
Memcpy Instances: 11.764000
Kernel 1: 0.026000
Kernel 2: 103.945000
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.006651 accuracy2:0.222625
Initialization: 7.605000
Memcpy Classifiers: 0.559000
Memcpy Instances: 11.729000
Kernel 1: 0.024000
Kernel 2: 104.001999
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.001441 0.857143 fi:0.242581. Ave ac:0.008228,0.013847
Initialization: 7.721000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.472000
Kernel 1: 0.025000
Kernel 2: 101.028000
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.001440 0.750000 fi:0.349724. Ave ac:0.006780,0.011348
Initialization: 6.366000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.608000
Kernel 1: 0.027000
Kernel 2: 98.565002
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.000720 1.000000 fi:0.178222. Ave ac:0.008462,0.013314
Initialization: 6.932000
Memcpy Classifiers: 0.840000
Memcpy Instances: 13.468000
Kernel 1: 0.026000
Kernel 2: 96.848000
Copyback: 0.017000
Sum: 0.037000
It 3,Best ac:0.002160 0.900000 fi:0.199420. Ave ac:0.005702,0.007936
Initialization: 6.783000
Memcpy Classifiers: 0.499000
Memcpy Instances: 11.280000
Kernel 1: 0.028000
Kernel 2: 96.253998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000960 1.000000 fi:0.099927. Ave ac:0.005896,0.007616
Initialization: 8.135000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.375000
Kernel 1: 0.025000
Kernel 2: 96.524002
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001440 0.857143 fi:0.242581. Ave ac:0.004553,0.006686
Initialization: 7.221000
Memcpy Classifiers: 0.690000
Memcpy Instances: 8.873000
Kernel 1: 0.025000
Kernel 2: 97.613998
Copyback: 0.018000
Sum: 0.029000
It 6,Best ac:0.001200 0.833333 fi:0.266493. Ave ac:0.005662,0.010963
Initialization: 6.022000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.367000
Kernel 1: 0.025000
Kernel 2: 94.682999
Copyback: 0.016000
Sum: 0.030000
It 7,Best ac:0.000960 1.000000 fi:0.099927. Ave ac:0.004018,0.006499
Initialization: 5.987000
Memcpy Classifiers: 0.450000
Memcpy Instances: 12.300000
Kernel 1: 0.031000
Kernel 2: 96.675003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001200 1.000000 fi:0.099826. Ave ac:0.004388,0.009487
Initialization: 7.898000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.379000
Kernel 1: 0.024000
Kernel 2: 96.621002
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.000960 1.000000 fi:0.099927. Ave ac:0.004465,0.008176
Iteration 10:MDL fitness activated
Error 0.099927 TL 0.039619
MDL Theory Length Weight: 0.8407371074 (2)
Initialization: 6.943000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.238000
Kernel 1: 0.033000
Kernel 2: 94.353996
Copyback: 0.016000
Sum: 0.031000
It 10,Best ac:0.001680 1.000000 fi:0.123564. Ave ac:0.004106,0.007946
Initialization: 5.887000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.371000
Kernel 1: 0.025000
Kernel 2: 94.470001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000960 1.000000 fi:0.130204. Ave ac:0.003415,0.005514
Initialization: 8.135000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.475000
Kernel 1: 0.023000
Kernel 2: 95.473999
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000720 1.000000 fi:0.199582. Ave ac:0.003723,0.006463
Initialization: 5.953000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.374000
Kernel 1: 0.023000
Kernel 2: 95.879997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001680 1.000000 fi:0.129084. Ave ac:0.003242,0.006418
Initialization: 6.005000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.379000
Kernel 1: 0.024000
Kernel 2: 93.459999
Copyback: 0.371000
Sum: 0.037000
It 14,Best ac:0.001680 1.000000 fi:0.127084. Ave ac:0.004361,0.007731
Initialization: 5.962000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.364000
Kernel 1: 0.025000
Kernel 2: 93.571999
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.000960 1.000000 fi:0.128661. Ave ac:0.003557,0.006612
Initialization: 5.943000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.373000
Kernel 1: 0.024000
Kernel 2: 93.782997
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.001920 1.000000 fi:0.125807. Ave ac:0.004156,0.007885
Initialization: 5.881000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.385000
Kernel 1: 0.024000
Kernel 2: 95.541000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001680 1.000000 fi:0.121181. Ave ac:0.003923,0.006351
Initialization: 5.962000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.373000
Kernel 1: 0.025000
Kernel 2: 96.571999
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.000960 1.000000 fi:0.124408. Ave ac:0.002439,0.004443
Initialization: 5.960000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.367000
Kernel 1: 0.025000
Kernel 2: 94.260002
Copyback: 0.018000
Sum: 0.030000
It 19,Best ac:0.000960 1.000000 fi:0.123207. Ave ac:0.002851,0.005175
Initialization: 5.975000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.413000
Kernel 1: 0.024000
Kernel 2: 93.237000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001920 1.000000 fi:0.122718. Ave ac:0.002553,0.004752
Initialization: 5.947000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.364000
Kernel 1: 0.025000
Kernel 2: 93.843002
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000960 1.000000 fi:0.126778. Ave ac:0.002759,0.004489
Initialization: 5.956000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.364000
Kernel 1: 0.024000
Kernel 2: 93.084999
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000960 1.000000 fi:0.132754. Ave ac:0.002336,0.004488
Initialization: 5.911000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.376000
Kernel 1: 0.025000
Kernel 2: 92.403999
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.000960 1.000000 fi:0.126346. Ave ac:0.002117,0.004116
Initialization: 5.981000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.370000
Kernel 1: 0.025000
Kernel 2: 92.599998
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001441 1.000000 fi:0.132075. Ave ac:0.002791,0.004165
Initialization: 6.015000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.129000
Kernel 1: 0.023000
Kernel 2: 95.056000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001200 1.000000 fi:0.122827. Ave ac:0.003124,0.004959
Initialization: 5.776000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.403000
Kernel 1: 0.024000
Kernel 2: 93.852997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001441 1.000000 fi:0.120447. Ave ac:0.002199,0.003512
Initialization: 5.924000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.399000
Kernel 1: 0.024000
Kernel 2: 92.502998
Copyback: 0.016000
Sum: 0.032000
It 27,Best ac:0.001200 1.000000 fi:0.121796. Ave ac:0.002775,0.004866
Initialization: 5.969000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.387000
Kernel 1: 0.024000
Kernel 2: 92.050003
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.001200 1.000000 fi:0.121423. Ave ac:0.002600,0.005171
Initialization: 5.907000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.381000
Kernel 1: 0.024000
Kernel 2: 91.615997
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000960 1.000000 fi:0.121603. Ave ac:0.002534,0.004017
Initialization: 5.919000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.380000
Kernel 1: 0.025000
Kernel 2: 90.110001
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001200 1.000000 fi:0.122863. Ave ac:0.001971,0.003935
Initialization: 5.955000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.376000
Kernel 1: 0.025000
Kernel 2: 91.925003
Copyback: 0.017000
Sum: 0.036000
It 31,Best ac:0.001440 1.000000 fi:0.121367. Ave ac:0.002549,0.005033
Initialization: 5.948000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.356000
Kernel 1: 0.024000
Kernel 2: 88.779999
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000960 1.000000 fi:0.126936. Ave ac:0.002145,0.003999
Initialization: 6.488000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.807000
Kernel 1: 0.024000
Kernel 2: 92.624001
Copyback: 0.018000
Sum: 0.039000
It 33,Best ac:0.001440 1.000000 fi:0.121340. Ave ac:0.002353,0.003666
Initialization: 28.273001
Memcpy Instances: 512.124023
Memcpy Classifiers: 0.102000
Kernel 1: 0.029000
Kernel 2: 528.752991
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 558.031006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.021000
Kernel 2: 540.580017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.100000
Kernel 1: 0.018000
Kernel 2: 562.213989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.111000
Kernel 1: 0.014000
Kernel 2: 544.171997
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.164000
Kernel 1: 0.029000
Kernel 2: 564.080994
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.100000
Kernel 1: 0.020000
Kernel 2: 543.672974
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.015000
Kernel 2: 538.245972
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.115000
Kernel 1: 0.022000
Kernel 2: 539.273010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 528.474976
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 513.036011
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.001051 0.737374 fi:0.385553. Ave ac:0.001940,0.006547
Best acc 0.001051 0.737374
Rule:Att PSSM_-3_15 is [<5.596937]|Att PSSM_-2_12 is [<-0.932361]|Att PSSM_-1_12 is [-6.296164,-0.191840]|Att PSSM_0_5 is [-0.378421,6.084367]|Att PSSM_0_12 is [-5.461394,-2.668997]|Att PSSM_1_1 is [<2.411460]|Att PSSM_1_18 is [-2.312598,12.359025]|Att PSSM_3_12 is [-5.041295,-2.604566]|Att PSSM_4_6 is [-6.698632,0.253188]|1
Accuracy : 0.767945
0	1	
158815	5265	
49184	21374	
Removed 297 instances. 207999 Instances left. Acc of rule 0.001051-0.737374
Initialization: 5.998000
Memcpy Classifiers: 0.540000
Memcpy Instances: 11.082000
Kernel 1: 0.026000
Kernel 2: 119.529999
Copyback: 0.016000
Sum: 0.041000
Initial population average accuracy1:0.005271 accuracy2:0.236650
Initialization: 5.932000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.356000
Kernel 1: 0.024000
Kernel 2: 104.428001
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.000721 1.000000 fi:0.174881. Ave ac:0.005888,0.010091
Initialization: 6.009000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.377000
Kernel 1: 0.024000
Kernel 2: 120.301003
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001202 0.714286 fi:0.385538. Ave ac:0.006363,0.012123
Initialization: 5.905000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.367000
Kernel 1: 0.024000
Kernel 2: 104.916000
Copyback: 0.017000
Sum: 0.025000
It 2,Best ac:0.001924 0.800000 fi:0.299517. Ave ac:0.005583,0.008934
Initialization: 5.938000
Memcpy Classifiers: 0.561000
Memcpy Instances: 8.363000
Kernel 1: 0.025000
Kernel 2: 118.802002
Copyback: 0.017000
Sum: 0.025000
It 3,Best ac:0.001442 1.000000 fi:0.099722. Ave ac:0.004649,0.008200
Initialization: 5.887000
Memcpy Classifiers: 0.513000
Memcpy Instances: 8.357000
Kernel 1: 0.024000
Kernel 2: 100.413002
Copyback: 0.016000
Sum: 0.035000
It 4,Best ac:0.000721 1.000000 fi:0.174042. Ave ac:0.004657,0.008118
Initialization: 5.964000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.361000
Kernel 1: 0.024000
Kernel 2: 101.195999
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.000962 1.000000 fi:0.099925. Ave ac:0.003709,0.006987
Initialization: 5.818000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.341000
Kernel 1: 0.025000
Kernel 2: 111.708000
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001923 1.000000 fi:0.099518. Ave ac:0.002611,0.004269
Initialization: 5.927000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.913000
Kernel 1: 0.034000
Kernel 2: 97.324997
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001202 1.000000 fi:0.099824. Ave ac:0.002458,0.005268
Initialization: 6.023000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.598000
Kernel 1: 0.025000
Kernel 2: 101.642998
Copyback: 0.017000
Sum: 0.026000
It 8,Best ac:0.000962 1.000000 fi:0.099925. Ave ac:0.002780,0.004616
Initialization: 5.885000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.389000
Kernel 1: 0.024000
Kernel 2: 119.195000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001442 1.000000 fi:0.099722. Ave ac:0.002947,0.004796
Iteration 10:MDL fitness activated
Error 0.099722 TL 0.049180
MDL Theory Length Weight: 0.6759011595 (4)
Initialization: 5.892000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.361000
Kernel 1: 0.023000
Kernel 2: 117.547997
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.000962 1.000000 fi:0.120867. Ave ac:0.002814,0.005519
Initialization: 5.944000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.373000
Kernel 1: 0.024000
Kernel 2: 119.407997
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001202 1.000000 fi:0.120279. Ave ac:0.002651,0.004557
Initialization: 5.925000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.360000
Kernel 1: 0.025000
Kernel 2: 120.239998
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000962 1.000000 fi:0.117348. Ave ac:0.002446,0.004716
Initialization: 5.922000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.398000
Kernel 1: 0.024000
Kernel 2: 106.628998
Copyback: 0.016000
Sum: 0.030000
It 13,Best ac:0.001202 1.000000 fi:0.129068. Ave ac:0.002869,0.007074
Initialization: 8.794000
Memcpy Classifiers: 0.658000
Memcpy Instances: 10.774000
Kernel 1: 0.025000
Kernel 2: 110.184998
Copyback: 0.017000
Sum: 0.041000
It 14,Best ac:0.001202 1.000000 fi:0.124880. Ave ac:0.002683,0.004306
Initialization: 5.983000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.342000
Kernel 1: 0.025000
Kernel 2: 124.762001
Copyback: 0.017000
Sum: 0.039000
It 15,Best ac:0.001202 1.000000 fi:0.126056. Ave ac:0.001674,0.002837
Initialization: 5.938000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.369000
Kernel 1: 0.024000
Kernel 2: 107.929001
Copyback: 0.371000
Sum: 0.042000
It 16,Best ac:0.000961 1.000000 fi:0.123803. Ave ac:0.001949,0.003982
Initialization: 6.006000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.338000
Kernel 1: 0.025000
Kernel 2: 104.848999
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.002885 0.923077 fi:0.195277. Ave ac:0.002107,0.005889
Initialization: 5.947000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.373000
Kernel 1: 0.024000
Kernel 2: 124.809998
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.000721 1.000000 fi:0.199927. Ave ac:0.001767,0.004003
Initialization: 6.092000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.759000
Kernel 1: 0.025000
Kernel 2: 123.602997
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001683 1.000000 fi:0.122543. Ave ac:0.002816,0.004325
Initialization: 5.905000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.377000
Kernel 1: 0.024000
Kernel 2: 107.290001
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.001923 1.000000 fi:0.122441. Ave ac:0.002753,0.006784
Initialization: 5.972000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.402000
Kernel 1: 0.024000
Kernel 2: 120.839996
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.001923 1.000000 fi:0.116510. Ave ac:0.002976,0.005772
Initialization: 5.881000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.342000
Kernel 1: 0.024000
Kernel 2: 118.755997
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.000962 1.000000 fi:0.128530. Ave ac:0.003445,0.007264
Initialization: 5.911000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.423000
Kernel 1: 0.023000
Kernel 2: 119.692001
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.002404 1.000000 fi:0.115428. Ave ac:0.003699,0.007101
Initialization: 5.911000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.392000
Kernel 1: 0.025000
Kernel 2: 117.640999
Copyback: 0.018000
Sum: 0.039000
It 24,Best ac:0.001202 1.000000 fi:0.121929. Ave ac:0.003560,0.008616
Initialization: 6.286000
Memcpy Classifiers: 0.547000
Memcpy Instances: 11.175000
Kernel 1: 0.024000
Kernel 2: 117.692001
Copyback: 0.018000
Sum: 0.036000
It 25,Best ac:0.001923 1.000000 fi:0.119120. Ave ac:0.002531,0.005217
Initialization: 6.343000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.381000
Kernel 1: 0.027000
Kernel 2: 115.035004
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.000962 1.000000 fi:0.117590. Ave ac:0.002168,0.003316
Initialization: 7.509000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.310000
Kernel 1: 0.024000
Kernel 2: 97.612999
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001682 1.000000 fi:0.116934. Ave ac:0.001979,0.003118
Initialization: 6.612000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.716000
Kernel 1: 0.027000
Kernel 2: 110.765999
Copyback: 0.018000
Sum: 0.039000
It 28,Best ac:0.001923 1.000000 fi:0.118352. Ave ac:0.001213,0.002498
Initialization: 6.074000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.859000
Kernel 1: 0.034000
Kernel 2: 114.085999
Copyback: 0.018000
Sum: 0.038000
It 29,Best ac:0.001442 1.000000 fi:0.120098. Ave ac:0.001874,0.003565
Initialization: 6.494000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.737000
Kernel 1: 0.024000
Kernel 2: 94.419998
Copyback: 0.018000
Sum: 0.041000
It 30,Best ac:0.000961 1.000000 fi:0.118707. Ave ac:0.001768,0.003596
Initialization: 7.561000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.642000
Kernel 1: 0.025000
Kernel 2: 108.065002
Copyback: 0.018000
Sum: 0.038000
It 31,Best ac:0.001442 1.000000 fi:0.116789. Ave ac:0.002158,0.003886
Initialization: 5.941000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.351000
Kernel 1: 0.024000
Kernel 2: 107.241997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000962 1.000000 fi:0.120929. Ave ac:0.001403,0.002803
MDL Theory Length Weight: 0.6083110436 (10)
Initialization: 7.325000
Memcpy Classifiers: 0.692000
Memcpy Instances: 9.112000
Kernel 1: 0.024000
Kernel 2: 93.581001
Copyback: 0.016000
Sum: 0.033000
It 33,Best ac:0.001202 1.000000 fi:0.119648. Ave ac:0.002145,0.004645
Initialization: 26.143000
Memcpy Instances: 417.217987
Memcpy Classifiers: 0.077000
Kernel 1: 0.025000
Kernel 2: 535.851013
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 531.999023
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 524.177979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 505.274994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 530.315979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 525.273010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 525.109985
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 534.770020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 518.190002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 524.827026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 487.265991
Copyback: 0.017000
Sum: 0.003000
It 34,Best ac:0.001010 0.662461 fi:0.453027. Ave ac:0.002393,0.008180
Best acc 0.001010 0.662461
Initialization: 7.564000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.343000
Kernel 1: 0.027000
Kernel 2: 121.598999
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005622 accuracy2:0.234827
Initialization: 6.818000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.393000
Kernel 1: 0.025000
Kernel 2: 121.148003
Copyback: 0.018000
Sum: 0.061000
It 0,Best ac:0.001202 0.833333 fi:0.266490. Ave ac:0.005753,0.011283
Initialization: 7.192000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.387000
Kernel 1: 0.025000
Kernel 2: 107.260002
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.001202 1.000000 fi:0.099823. Ave ac:0.006768,0.012032
Initialization: 6.778000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.099000
Kernel 1: 0.035000
Kernel 2: 107.036003
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.002164 1.000000 fi:0.099415. Ave ac:0.006280,0.010115
Initialization: 5.967000
Memcpy Classifiers: 0.547000
Memcpy Instances: 11.555000
Kernel 1: 0.024000
Kernel 2: 104.124001
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.000961 1.000000 fi:0.099926. Ave ac:0.005772,0.009247
Initialization: 6.772000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.230000
Kernel 1: 0.026000
Kernel 2: 101.349998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000962 1.000000 fi:0.099925. Ave ac:0.005145,0.009105
Initialization: 6.962000
Memcpy Classifiers: 0.524000
Memcpy Instances: 11.717000
Kernel 1: 0.024000
Kernel 2: 102.292000
Copyback: 0.018000
Sum: 0.044000
It 5,Best ac:0.001442 1.000000 fi:0.099722. Ave ac:0.003700,0.005826
Initialization: 6.009000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.415000
Kernel 1: 0.027000
Kernel 2: 118.485001
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001683 1.000000 fi:0.099620. Ave ac:0.003194,0.005187
Initialization: 6.160000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.605000
Kernel 1: 0.025000
Kernel 2: 117.264999
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001202 1.000000 fi:0.099824. Ave ac:0.003026,0.005066
Initialization: 6.080000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.676000
Kernel 1: 0.025000
Kernel 2: 111.515999
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.000721 1.000000 fi:0.174881. Ave ac:0.003081,0.005775
Initialization: 7.007000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.387000
Kernel 1: 0.024000
Kernel 2: 97.896004
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.000961 1.000000 fi:0.099926. Ave ac:0.003249,0.005468
Iteration 10:MDL fitness activated
Error 0.099926 TL 0.038253
MDL Theory Length Weight: 0.8707397494 (8)
Initialization: 5.870000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.384000
Kernel 1: 0.024000
Kernel 2: 111.239998
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001202 1.000000 fi:0.120180. Ave ac:0.003672,0.007076
Initialization: 5.905000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.353000
Kernel 1: 0.024000
Kernel 2: 110.897003
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001923 1.000000 fi:0.119874. Ave ac:0.003013,0.005242
Initialization: 8.060000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.599000
Kernel 1: 0.026000
Kernel 2: 113.137001
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.000962 1.000000 fi:0.134279. Ave ac:0.002713,0.005169
Initialization: 5.920000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.386000
Kernel 1: 0.025000
Kernel 2: 95.324997
Copyback: 0.016000
Sum: 0.034000
It 13,Best ac:0.000961 1.000000 fi:0.131673. Ave ac:0.002877,0.004625
Initialization: 5.884000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.363000
Kernel 1: 0.030000
Kernel 2: 109.609001
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001442 1.000000 fi:0.123754. Ave ac:0.003144,0.005473
Initialization: 5.901000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.373000
Kernel 1: 0.025000
Kernel 2: 106.435997
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.002163 1.000000 fi:0.123518. Ave ac:0.002746,0.004993
Initialization: 5.937000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.379000
Kernel 1: 0.024000
Kernel 2: 92.240997
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000961 1.000000 fi:0.132316. Ave ac:0.003051,0.005193
Initialization: 5.857000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.383000
Kernel 1: 0.025000
Kernel 2: 106.874001
Copyback: 0.016000
Sum: 0.030000
It 17,Best ac:0.001202 1.000000 fi:0.134322. Ave ac:0.003513,0.005369
Initialization: 5.910000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.367000
Kernel 1: 0.024000
Kernel 2: 109.398003
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000962 1.000000 fi:0.125152. Ave ac:0.002777,0.004235
Initialization: 5.910000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.371000
Kernel 1: 0.023000
Kernel 2: 108.473000
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001442 1.000000 fi:0.123278. Ave ac:0.002060,0.002946
Initialization: 5.910000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.343000
Kernel 1: 0.024000
Kernel 2: 90.720001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000962 1.000000 fi:0.129575. Ave ac:0.002070,0.003342
MDL Theory Length Weight: 0.7836657745 (10)
Initialization: 5.929000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.361000
Kernel 1: 0.026000
Kernel 2: 93.031998
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000962 1.000000 fi:0.124292. Ave ac:0.002533,0.004063
Initialization: 5.935000
Memcpy Classifiers: 0.509000
Memcpy Instances: 8.345000
Kernel 1: 0.026000
Kernel 2: 104.558998
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000962 1.000000 fi:0.124954. Ave ac:0.002239,0.003113
Initialization: 6.686000
Memcpy Classifiers: 0.710000
Memcpy Instances: 10.629000
Kernel 1: 0.024000
Kernel 2: 106.216003
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.000962 1.000000 fi:0.127468. Ave ac:0.001995,0.002893
Initialization: 6.037000
Memcpy Classifiers: 0.493000
Memcpy Instances: 11.535000
Kernel 1: 0.024000
Kernel 2: 105.613998
Copyback: 0.016000
Sum: 0.026000
It 24,Best ac:0.000962 1.000000 fi:0.123334. Ave ac:0.002582,0.004309
Initialization: 5.926000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.371000
Kernel 1: 0.024000
Kernel 2: 107.071999
Copyback: 0.370000
Sum: 0.032000
It 25,Best ac:0.000962 1.000000 fi:0.124293. Ave ac:0.003269,0.005351
Initialization: 5.936000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.352000
Kernel 1: 0.023000
Kernel 2: 92.679001
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000962 1.000000 fi:0.127210. Ave ac:0.002687,0.004680
Initialization: 5.887000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.400000
Kernel 1: 0.024000
Kernel 2: 109.588997
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.000962 1.000000 fi:0.124954. Ave ac:0.002852,0.004869
Initialization: 5.815000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.351000
Kernel 1: 0.025000
Kernel 2: 107.685997
Copyback: 0.016000
Sum: 0.027000
It 28,Best ac:0.000962 1.000000 fi:0.122446. Ave ac:0.002370,0.003514
Initialization: 5.889000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.394000
Kernel 1: 0.024000
Kernel 2: 109.587997
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001923 1.000000 fi:0.120044. Ave ac:0.002585,0.004170
Initialization: 5.900000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.548000
Kernel 1: 0.030000
Kernel 2: 91.717003
Copyback: 0.016000
Sum: 0.031000
It 30,Best ac:0.002404 1.000000 fi:0.128836. Ave ac:0.002189,0.002950
Initialization: 5.945000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.080000
Kernel 1: 0.025000
Kernel 2: 107.082001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000962 1.000000 fi:0.122159. Ave ac:0.002324,0.003532
Initialization: 5.891000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.386000
Kernel 1: 0.024000
Kernel 2: 108.384003
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000962 1.000000 fi:0.124384. Ave ac:0.002722,0.004692
Initialization: 5.911000
Memcpy Classifiers: 0.439000
Memcpy Instances: 8.356000
Kernel 1: 0.024000
Kernel 2: 90.922997
Copyback: 0.017000
Sum: 0.038000
It 33,Best ac:0.000962 1.000000 fi:0.121837. Ave ac:0.003321,0.005067
Initialization: 25.577999
Memcpy Instances: 418.618011
Memcpy Classifiers: 0.081000
Kernel 1: 0.027000
Kernel 2: 525.978027
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 521.976013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 525.494995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 527.427002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 523.155029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 516.062012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 517.544006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 514.640015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.115000
Kernel 1: 0.021000
Kernel 2: 516.174011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 517.306030
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 490.337006
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001673 0.685039 fi:0.437105. Ave ac:0.003578,0.012785
Best acc 0.001673 0.685039
Rule:Att PSSM_0_2 is [<-3.121997]|Att PSSM_0_5 is [-0.975853,4.975853]|Att PSSM_0_19 is [-5.912829,1.912829]|Att PSSM_1_8 is [>-3.968857]|Att PSSM_1_15 is [-4.913033,-0.170125]|Att PSSM_1_16 is [-3.529179,1.529179]|Att PSSM_1_18 is [<5.287591]|Att PSSM_3_1 is [-1.840315,5.574307]|Att PSSM_3_19 is [<4.608117]|Att PSSM_4_12 is [<-0.612395]|1
Accuracy : 0.768746
0	1	
158655	5425	
48836	21722	
Removed 508 instances. 207491 Instances left. Acc of rule 0.001673-0.685039
Initialization: 6.544000
Memcpy Classifiers: 1.000000
Memcpy Instances: 9.181000
Kernel 1: 0.027000
Kernel 2: 103.302002
Copyback: 0.017000
Sum: 0.054000
Initial population average accuracy1:0.005684 accuracy2:0.233458
Initialization: 8.413000
Memcpy Classifiers: 0.750000
Memcpy Instances: 11.749000
Kernel 1: 0.027000
Kernel 2: 104.199997
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.000723 1.000000 fi:0.168969. Ave ac:0.006300,0.011723
Initialization: 6.706000
Memcpy Classifiers: 0.564000
Memcpy Instances: 8.800000
Kernel 1: 0.033000
Kernel 2: 103.969002
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.002169 0.750000 fi:0.349409. Ave ac:0.007289,0.013754
Initialization: 7.541000
Memcpy Classifiers: 0.951000
Memcpy Instances: 12.020000
Kernel 1: 0.027000
Kernel 2: 105.103996
Copyback: 0.018000
Sum: 0.035000
It 2,Best ac:0.000723 1.000000 fi:0.168969. Ave ac:0.006993,0.013319
Initialization: 7.528000
Memcpy Classifiers: 0.715000
Memcpy Instances: 10.069000
Kernel 1: 0.023000
Kernel 2: 103.681000
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.000723 1.000000 fi:0.168969. Ave ac:0.006624,0.010783
Initialization: 6.825000
Memcpy Classifiers: 0.524000
Memcpy Instances: 11.287000
Kernel 1: 0.028000
Kernel 2: 101.359001
Copyback: 0.018000
Sum: 0.038000
It 4,Best ac:0.001205 0.833333 fi:0.266487. Ave ac:0.006723,0.011158
Initialization: 7.671000
Memcpy Classifiers: 0.871000
Memcpy Instances: 11.760000
Kernel 1: 0.024000
Kernel 2: 100.202003
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.001446 1.000000 fi:0.099717. Ave ac:0.005142,0.009388
Initialization: 7.203000
Memcpy Classifiers: 0.678000
Memcpy Instances: 10.662000
Kernel 1: 0.024000
Kernel 2: 100.570999
Copyback: 0.017000
Sum: 0.024000
It 6,Best ac:0.000964 1.000000 fi:0.099923. Ave ac:0.004046,0.006252
Initialization: 6.441000
Memcpy Classifiers: 0.903000
Memcpy Instances: 10.381000
Kernel 1: 0.033000
Kernel 2: 101.990997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001205 1.000000 fi:0.099820. Ave ac:0.003913,0.006758
Initialization: 6.054000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.589000
Kernel 1: 0.032000
Kernel 2: 99.776001
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001446 1.000000 fi:0.099717. Ave ac:0.003216,0.006107
Initialization: 7.109000
Memcpy Classifiers: 0.664000
Memcpy Instances: 10.474000
Kernel 1: 0.034000
Kernel 2: 101.269997
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.000723 1.000000 fi:0.168969. Ave ac:0.003443,0.006460
Iteration 10:MDL fitness activated
Error 0.168969 TL 0.054325
MDL Theory Length Weight: 1.0367831504 (5)
Initialization: 6.885000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.606000
Kernel 1: 0.028000
Kernel 2: 100.624001
Copyback: 0.016000
Sum: 0.032000
It 10,Best ac:0.000964 1.000000 fi:0.134690. Ave ac:0.002988,0.005992
Initialization: 5.920000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.907000
Kernel 1: 0.033000
Kernel 2: 99.938004
Copyback: 0.017000
Sum: 0.043000
It 11,Best ac:0.001928 1.000000 fi:0.141078. Ave ac:0.004191,0.007872
Initialization: 6.417000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.457000
Kernel 1: 0.024000
Kernel 2: 98.684998
Copyback: 0.016000
Sum: 0.043000
It 12,Best ac:0.000964 1.000000 fi:0.148230. Ave ac:0.003905,0.007946
Initialization: 6.976000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.053000
Kernel 1: 0.024000
Kernel 2: 99.739998
Copyback: 0.018000
Sum: 0.036000
It 13,Best ac:0.000964 1.000000 fi:0.129266. Ave ac:0.003628,0.006790
Initialization: 6.796000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.337000
Kernel 1: 0.024000
Kernel 2: 96.624001
Copyback: 0.018000
Sum: 0.034000
It 14,Best ac:0.001446 1.000000 fi:0.143288. Ave ac:0.003018,0.005703
Initialization: 7.734000
Memcpy Classifiers: 0.839000
Memcpy Instances: 11.533000
Kernel 1: 0.025000
Kernel 2: 99.710999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.000964 1.000000 fi:0.138211. Ave ac:0.003850,0.009818
Initialization: 5.940000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.326000
Kernel 1: 0.024000
Kernel 2: 100.849998
Copyback: 0.018000
Sum: 0.042000
It 16,Best ac:0.000964 1.000000 fi:0.130713. Ave ac:0.004567,0.010588
Initialization: 8.200000
Memcpy Classifiers: 0.541000
Memcpy Instances: 11.824000
Kernel 1: 0.027000
Kernel 2: 100.375000
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.000964 1.000000 fi:0.138503. Ave ac:0.002776,0.005687
Initialization: 5.936000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.342000
Kernel 1: 0.024000
Kernel 2: 95.352997
Copyback: 0.018000
Sum: 0.033000
It 18,Best ac:0.001205 1.000000 fi:0.131277. Ave ac:0.003394,0.006419
Initialization: 6.001000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.403000
Kernel 1: 0.024000
Kernel 2: 93.521004
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001446 1.000000 fi:0.138747. Ave ac:0.002961,0.005173
Initialization: 5.978000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.618000
Kernel 1: 0.024000
Kernel 2: 96.595001
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.000964 1.000000 fi:0.128034. Ave ac:0.003757,0.006068
Initialization: 5.969000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.068000
Kernel 1: 0.035000
Kernel 2: 95.713997
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.000964 1.000000 fi:0.132414. Ave ac:0.003113,0.006145
Initialization: 6.534000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.287000
Kernel 1: 0.024000
Kernel 2: 93.532997
Copyback: 0.018000
Sum: 0.038000
It 22,Best ac:0.001205 1.000000 fi:0.129984. Ave ac:0.002536,0.004560
Initialization: 6.054000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.128000
Kernel 1: 0.023000
Kernel 2: 94.974998
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001205 1.000000 fi:0.127991. Ave ac:0.002424,0.005642
Initialization: 5.915000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.336000
Kernel 1: 0.024000
Kernel 2: 94.879997
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001205 1.000000 fi:0.136260. Ave ac:0.003855,0.006636
Initialization: 7.666000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.019000
Kernel 1: 0.022000
Kernel 2: 97.209999
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001687 1.000000 fi:0.133915. Ave ac:0.003123,0.004754
Initialization: 5.930000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.393000
Kernel 1: 0.023000
Kernel 2: 93.915001
Copyback: 0.018000
Sum: 0.042000
It 26,Best ac:0.001205 1.000000 fi:0.126381. Ave ac:0.003209,0.005049
Initialization: 8.011000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.420000
Kernel 1: 0.024000
Kernel 2: 94.893997
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001205 1.000000 fi:0.129164. Ave ac:0.002766,0.004037
Initialization: 6.016000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.727000
Kernel 1: 0.023000
Kernel 2: 93.898003
Copyback: 0.019000
Sum: 0.037000
It 28,Best ac:0.001446 1.000000 fi:0.122920. Ave ac:0.002595,0.003890
Initialization: 7.568000
Memcpy Classifiers: 0.784000
Memcpy Instances: 8.375000
Kernel 1: 0.023000
Kernel 2: 92.503998
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.000964 1.000000 fi:0.130303. Ave ac:0.002522,0.003940
Initialization: 7.532000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.604000
Kernel 1: 0.023000
Kernel 2: 92.394997
Copyback: 0.019000
Sum: 0.039000
It 30,Best ac:0.001446 1.000000 fi:0.138392. Ave ac:0.002293,0.003756
Initialization: 8.489000
Memcpy Classifiers: 0.683000
Memcpy Instances: 10.653000
Kernel 1: 0.024000
Kernel 2: 92.785004
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.002169 1.000000 fi:0.134167. Ave ac:0.003149,0.005066
Initialization: 6.502000
Memcpy Classifiers: 0.806000
Memcpy Instances: 12.399000
Kernel 1: 0.031000
Kernel 2: 95.007004
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001446 1.000000 fi:0.129605. Ave ac:0.002761,0.004623
Initialization: 6.793000
Memcpy Classifiers: 0.775000
Memcpy Instances: 10.366000
Kernel 1: 0.024000
Kernel 2: 94.702003
Copyback: 0.017000
Sum: 0.036000
It 33,Best ac:0.000964 1.000000 fi:0.131945. Ave ac:0.002600,0.006133
Initialization: 29.094000
Memcpy Instances: 470.093994
Memcpy Classifiers: 0.091000
Kernel 1: 0.024000
Kernel 2: 550.229980
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 547.815979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 538.260010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 534.739014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 544.817993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 527.867004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 546.979980
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 547.005981
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.106000
Kernel 1: 0.017000
Kernel 2: 541.296997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 546.213013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 523.406982
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.000969 0.667774 fi:0.462035. Ave ac:0.002938,0.010950
Best acc 0.000969 0.667774
Initialization: 7.712000
Memcpy Classifiers: 0.492000
Memcpy Instances: 13.209000
Kernel 1: 0.029000
Kernel 2: 102.236000
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.004818 accuracy2:0.219462
Initialization: 7.713000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.325000
Kernel 1: 0.032000
Kernel 2: 101.810997
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.000964 1.000000 fi:0.099923. Ave ac:0.006636,0.012553
Initialization: 6.806000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.952000
Kernel 1: 0.027000
Kernel 2: 102.737000
Copyback: 0.017000
Sum: 0.040000
It 1,Best ac:0.001446 0.857143 fi:0.242575. Ave ac:0.006242,0.010910
Initialization: 6.303000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.607000
Kernel 1: 0.024000
Kernel 2: 99.413002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000723 1.000000 fi:0.168969. Ave ac:0.006603,0.011523
Initialization: 7.044000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.270000
Kernel 1: 0.024000
Kernel 2: 97.869003
Copyback: 0.018000
Sum: 0.039000
It 3,Best ac:0.000723 0.750000 fi:0.418969. Ave ac:0.005912,0.010775
Initialization: 8.450000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.393000
Kernel 1: 0.024000
Kernel 2: 99.266998
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001446 1.000000 fi:0.099717. Ave ac:0.005846,0.008663
Initialization: 5.933000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.325000
Kernel 1: 0.023000
Kernel 2: 97.667000
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.001687 1.000000 fi:0.099614. Ave ac:0.005928,0.009948
Initialization: 6.122000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.319000
Kernel 1: 0.024000
Kernel 2: 97.628998
Copyback: 0.017000
Sum: 0.024000
It 6,Best ac:0.001687 1.000000 fi:0.099614. Ave ac:0.004900,0.008729
Initialization: 7.589000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.072000
Kernel 1: 0.022000
Kernel 2: 99.149002
Copyback: 0.018000
Sum: 0.038000
It 7,Best ac:0.001928 1.000000 fi:0.099512. Ave ac:0.003859,0.006341
Initialization: 6.422000
Memcpy Classifiers: 0.432000
Memcpy Instances: 11.710000
Kernel 1: 0.022000
Kernel 2: 101.640999
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001446 1.000000 fi:0.099717. Ave ac:0.003764,0.006481
Initialization: 5.962000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.320000
Kernel 1: 0.024000
Kernel 2: 96.053001
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.001687 1.000000 fi:0.099614. Ave ac:0.002964,0.004441
Iteration 10:MDL fitness activated
Error 0.099614 TL 0.055321
MDL Theory Length Weight: 0.6002213527 (3)
Initialization: 5.971000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.691000
Kernel 1: 0.022000
Kernel 2: 96.197998
Copyback: 0.018000
Sum: 0.043000
It 10,Best ac:0.000964 1.000000 fi:0.126336. Ave ac:0.002812,0.004373
Initialization: 7.447000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.362000
Kernel 1: 0.025000
Kernel 2: 97.182999
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000964 1.000000 fi:0.121063. Ave ac:0.002837,0.004655
Initialization: 5.954000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.184000
Kernel 1: 0.027000
Kernel 2: 97.210999
Copyback: 0.018000
Sum: 0.038000
It 12,Best ac:0.002168 1.000000 fi:0.120066. Ave ac:0.003035,0.006249
Initialization: 6.881000
Memcpy Classifiers: 0.468000
Memcpy Instances: 12.741000
Kernel 1: 0.026000
Kernel 2: 96.945999
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001205 1.000000 fi:0.120164. Ave ac:0.003281,0.006310
Initialization: 8.163000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.082000
Kernel 1: 0.032000
Kernel 2: 96.001999
Copyback: 0.018000
Sum: 0.042000
It 14,Best ac:0.001205 1.000000 fi:0.117272. Ave ac:0.003309,0.005222
Initialization: 6.501000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.010000
Kernel 1: 0.027000
Kernel 2: 94.945000
Copyback: 0.017000
Sum: 0.041000
It 15,Best ac:0.000964 1.000000 fi:0.124573. Ave ac:0.003387,0.006049
Initialization: 6.848000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.495000
Kernel 1: 0.023000
Kernel 2: 91.485001
Copyback: 0.017000
Sum: 0.039000
It 16,Best ac:0.001928 1.000000 fi:0.117461. Ave ac:0.003861,0.006626
Initialization: 7.542000
Memcpy Classifiers: 0.566000
Memcpy Instances: 9.665000
Kernel 1: 0.023000
Kernel 2: 90.621002
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.000964 1.000000 fi:0.114028. Ave ac:0.003730,0.005565
Initialization: 7.878000
Memcpy Classifiers: 0.568000
Memcpy Instances: 11.815000
Kernel 1: 0.027000
Kernel 2: 89.511002
Copyback: 0.018000
Sum: 0.033000
It 18,Best ac:0.001446 1.000000 fi:0.116580. Ave ac:0.002676,0.003556
Initialization: 6.303000
Memcpy Classifiers: 0.766000
Memcpy Instances: 11.302000
Kernel 1: 0.025000
Kernel 2: 89.786003
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001446 1.000000 fi:0.120503. Ave ac:0.002456,0.003158
Initialization: 6.706000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.333000
Kernel 1: 0.024000
Kernel 2: 88.984001
Copyback: 0.018000
Sum: 0.037000
It 20,Best ac:0.001205 1.000000 fi:0.125052. Ave ac:0.002336,0.003798
Initialization: 5.954000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.583000
Kernel 1: 0.024000
Kernel 2: 88.899002
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.002650 1.000000 fi:0.117386. Ave ac:0.002367,0.003634
Initialization: 6.642000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.416000
Kernel 1: 0.027000
Kernel 2: 90.150002
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.000964 1.000000 fi:0.117508. Ave ac:0.002441,0.003817
Initialization: 7.629000
Memcpy Classifiers: 0.436000
Memcpy Instances: 13.423000
Kernel 1: 0.025000
Kernel 2: 88.917000
Copyback: 0.018000
Sum: 0.039000
It 23,Best ac:0.002651 1.000000 fi:0.116125. Ave ac:0.003398,0.005448
Initialization: 5.936000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.035000
Kernel 1: 0.027000
Kernel 2: 91.545998
Copyback: 0.018000
Sum: 0.036000
It 24,Best ac:0.000964 1.000000 fi:0.119221. Ave ac:0.003229,0.004434
Initialization: 7.048000
Memcpy Classifiers: 0.436000
Memcpy Instances: 11.944000
Kernel 1: 0.026000
Kernel 2: 93.223000
Copyback: 0.018000
Sum: 0.032000
It 25,Best ac:0.000964 1.000000 fi:0.118473. Ave ac:0.003079,0.005202
Initialization: 7.479000
Memcpy Classifiers: 0.578000
Memcpy Instances: 8.726000
Kernel 1: 0.023000
Kernel 2: 91.309998
Copyback: 0.018000
Sum: 0.037000
It 26,Best ac:0.001205 1.000000 fi:0.116683. Ave ac:0.002949,0.005101
MDL Theory Length Weight: 0.5401992175 (10)
Initialization: 5.953000
Memcpy Classifiers: 0.436000
Memcpy Instances: 11.597000
Kernel 1: 0.024000
Kernel 2: 90.846001
Copyback: 0.018000
Sum: 0.039000
It 27,Best ac:0.000964 1.000000 fi:0.118020. Ave ac:0.002852,0.005236
Initialization: 8.586000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.319000
Kernel 1: 0.025000
Kernel 2: 92.046997
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000964 1.000000 fi:0.119756. Ave ac:0.001925,0.002911
Initialization: 5.924000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.369000
Kernel 1: 0.023000
Kernel 2: 91.508003
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001205 1.000000 fi:0.117630. Ave ac:0.003044,0.004364
Initialization: 7.819000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.525000
Kernel 1: 0.023000
Kernel 2: 93.619003
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001205 1.000000 fi:0.114843. Ave ac:0.002994,0.005905
Initialization: 6.716000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.321000
Kernel 1: 0.024000
Kernel 2: 92.011002
Copyback: 0.018000
Sum: 0.043000
It 31,Best ac:0.000964 1.000000 fi:0.118184. Ave ac:0.002768,0.004682
Initialization: 5.932000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.360000
Kernel 1: 0.023000
Kernel 2: 91.747002
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000964 1.000000 fi:0.117224. Ave ac:0.002739,0.004143
Initialization: 5.954000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.338000
Kernel 1: 0.023000
Kernel 2: 91.849998
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001928 1.000000 fi:0.116890. Ave ac:0.003256,0.004918
Initialization: 28.114000
Memcpy Instances: 507.463989
Memcpy Classifiers: 0.117000
Kernel 1: 0.032000
Kernel 2: 521.606995
Copyback: 0.368000
Sum: 0.020000
Memcpy Classifiers: 0.117000
Kernel 1: 0.021000
Kernel 2: 526.591980
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.101000
Kernel 1: 0.017000
Kernel 2: 526.814026
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 524.692993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 544.692993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.016000
Kernel 2: 545.044006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 539.393005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.100000
Kernel 1: 0.016000
Kernel 2: 520.200989
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.116000
Kernel 1: 0.022000
Kernel 2: 532.002014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.016000
Kernel 2: 534.099976
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.021000
Kernel 2: 505.510986
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001128 0.664773 fi:0.452458. Ave ac:0.003568,0.012672
Best acc 0.001128 0.664773
Rule:Att PSSM_-3_12 is [-6.439111,-1.539018]|Att PSSM_-1_6 is [-5.824152,-1.066550]|Att PSSM_0_7 is [<-2.225373]|Att PSSM_0_12 is [<-1.294331]|Att PSSM_1_12 is [-4.987467,-1.845827]|Att PSSM_3_7 is [-3.354454,-0.608609]|Att PSSM_3_15 is [<3.483061]|Att PSSM_4_8 is [>1.391657]|1
Accuracy : 0.769176
0	1	
158555	5525	
48635	21923	
Removed 301 instances. 207190 Instances left. Acc of rule 0.000969-0.667774
Initialization: 6.348000
Memcpy Classifiers: 0.968000
Memcpy Instances: 9.170000
Kernel 1: 0.024000
Kernel 2: 101.355003
Copyback: 0.018000
Sum: 0.043000
Initial population average accuracy1:0.005425 accuracy2:0.227292
Initialization: 5.970000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.417000
Kernel 1: 0.023000
Kernel 2: 100.463997
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.000965 0.800000 fi:0.299921. Ave ac:0.006445,0.011253
Initialization: 5.844000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.352000
Kernel 1: 0.032000
Kernel 2: 100.867996
Copyback: 0.016000
Sum: 0.030000
It 1,Best ac:0.000965 1.000000 fi:0.099921. Ave ac:0.006868,0.012283
Initialization: 7.312000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.333000
Kernel 1: 0.024000
Kernel 2: 97.345001
Copyback: 0.018000
Sum: 0.037000
It 2,Best ac:0.000965 1.000000 fi:0.099921. Ave ac:0.005215,0.008875
Initialization: 5.994000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.799000
Kernel 1: 0.024000
Kernel 2: 94.672997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000965 1.000000 fi:0.099921. Ave ac:0.004171,0.006499
Initialization: 6.806000
Memcpy Classifiers: 0.755000
Memcpy Instances: 10.813000
Kernel 1: 0.024000
Kernel 2: 94.671997
Copyback: 0.017000
Sum: 0.039000
It 4,Best ac:0.001207 1.000000 fi:0.099818. Ave ac:0.003716,0.006492
Initialization: 6.912000
Memcpy Classifiers: 0.802000
Memcpy Instances: 8.317000
Kernel 1: 0.024000
Kernel 2: 93.219002
Copyback: 0.018000
Sum: 0.046000
It 5,Best ac:0.000965 1.000000 fi:0.099921. Ave ac:0.003236,0.006021
Initialization: 5.972000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.649000
Kernel 1: 0.024000
Kernel 2: 89.931999
Copyback: 0.017000
Sum: 0.037000
It 6,Best ac:0.001448 1.000000 fi:0.099714. Ave ac:0.002799,0.004965
Initialization: 7.219000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.894000
Kernel 1: 0.023000
Kernel 2: 89.134003
Copyback: 0.018000
Sum: 0.050000
It 7,Best ac:0.001448 1.000000 fi:0.099715. Ave ac:0.002851,0.005937
Initialization: 5.917000
Memcpy Classifiers: 0.481000
Memcpy Instances: 8.321000
Kernel 1: 0.024000
Kernel 2: 92.379997
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.001448 1.000000 fi:0.099714. Ave ac:0.001748,0.002438
Initialization: 8.340000
Memcpy Classifiers: 0.661000
Memcpy Instances: 9.985000
Kernel 1: 0.031000
Kernel 2: 92.360001
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.001448 1.000000 fi:0.099715. Ave ac:0.001879,0.002594
Iteration 10:MDL fitness activated
Error 0.099715 TL 0.034966
MDL Theory Length Weight: 0.9505838182 (4)
Initialization: 5.919000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.306000
Kernel 1: 0.024000
Kernel 2: 95.438004
Copyback: 0.018000
Sum: 0.037000
It 10,Best ac:0.000965 1.000000 fi:0.133670. Ave ac:0.002034,0.002929
Initialization: 5.899000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.645000
Kernel 1: 0.024000
Kernel 2: 90.747002
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.001448 1.000000 fi:0.128463. Ave ac:0.002375,0.003574
Initialization: 5.897000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.315000
Kernel 1: 0.024000
Kernel 2: 90.143997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000965 1.000000 fi:0.131980. Ave ac:0.002472,0.004776
Initialization: 5.875000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.070000
Kernel 1: 0.026000
Kernel 2: 90.905998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.000965 1.000000 fi:0.125022. Ave ac:0.002834,0.005623
Initialization: 6.353000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.437000
Kernel 1: 0.024000
Kernel 2: 91.890999
Copyback: 0.018000
Sum: 0.043000
It 14,Best ac:0.000965 1.000000 fi:0.122861. Ave ac:0.003399,0.008073
Initialization: 6.528000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.336000
Kernel 1: 0.025000
Kernel 2: 91.342003
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001689 1.000000 fi:0.135155. Ave ac:0.002861,0.005938
Initialization: 8.014000
Memcpy Classifiers: 0.656000
Memcpy Instances: 10.606000
Kernel 1: 0.024000
Kernel 2: 92.228996
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000965 1.000000 fi:0.123891. Ave ac:0.003023,0.004699
Initialization: 7.000000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.322000
Kernel 1: 0.025000
Kernel 2: 89.098000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001448 1.000000 fi:0.123639. Ave ac:0.002509,0.004294
Initialization: 7.918000
Memcpy Classifiers: 0.775000
Memcpy Instances: 8.486000
Kernel 1: 0.024000
Kernel 2: 89.747002
Copyback: 0.018000
Sum: 0.030000
It 18,Best ac:0.000965 1.000000 fi:0.124509. Ave ac:0.002171,0.003336
Initialization: 6.375000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.329000
Kernel 1: 0.023000
Kernel 2: 87.606003
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000965 1.000000 fi:0.124389. Ave ac:0.002328,0.003461
Initialization: 6.983000
Memcpy Classifiers: 0.440000
Memcpy Instances: 10.667000
Kernel 1: 0.024000
Kernel 2: 90.938004
Copyback: 0.018000
Sum: 0.036000
It 20,Best ac:0.001931 1.000000 fi:0.117569. Ave ac:0.002045,0.002822
Initialization: 6.149000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.336000
Kernel 1: 0.023000
Kernel 2: 86.866997
Copyback: 0.018000
Sum: 0.031000
It 21,Best ac:0.000965 1.000000 fi:0.132962. Ave ac:0.002539,0.003595
Initialization: 6.393000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.665000
Kernel 1: 0.024000
Kernel 2: 89.552002
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.000965 1.000000 fi:0.127844. Ave ac:0.002446,0.003229
Initialization: 7.145000
Memcpy Classifiers: 0.581000
Memcpy Instances: 10.413000
Kernel 1: 0.023000
Kernel 2: 86.849998
Copyback: 0.018000
Sum: 0.027000
It 23,Best ac:0.001448 1.000000 fi:0.123674. Ave ac:0.003331,0.003927
Initialization: 6.214000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.411000
Kernel 1: 0.024000
Kernel 2: 88.943001
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001207 1.000000 fi:0.127948. Ave ac:0.002882,0.003362
Initialization: 7.979000
Memcpy Classifiers: 0.433000
Memcpy Instances: 12.129000
Kernel 1: 0.023000
Kernel 2: 89.433998
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.000965 1.000000 fi:0.125385. Ave ac:0.002363,0.003784
Initialization: 6.070000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.715000
Kernel 1: 0.023000
Kernel 2: 89.774002
Copyback: 0.018000
Sum: 0.040000
It 26,Best ac:0.000965 1.000000 fi:0.124316. Ave ac:0.002747,0.003964
Initialization: 6.611000
Memcpy Classifiers: 0.657000
Memcpy Instances: 10.690000
Kernel 1: 0.024000
Kernel 2: 85.718002
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001689 1.000000 fi:0.117943. Ave ac:0.002265,0.003098
Initialization: 7.367000
Memcpy Classifiers: 0.794000
Memcpy Instances: 12.735000
Kernel 1: 0.029000
Kernel 2: 84.477997
Copyback: 0.018000
Sum: 0.031000
It 28,Best ac:0.000965 1.000000 fi:0.117981. Ave ac:0.002502,0.003176
Initialization: 6.563000
Memcpy Classifiers: 0.648000
Memcpy Instances: 13.062000
Kernel 1: 0.026000
Kernel 2: 78.584999
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.000724 1.000000 fi:0.185616. Ave ac:0.001120,0.002626
MDL Theory Length Weight: 0.8555254364 (10)
Initialization: 5.888000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.786000
Kernel 1: 0.034000
Kernel 2: 80.277000
Copyback: 0.018000
Sum: 0.040000
It 30,Best ac:0.000965 1.000000 fi:0.113902. Ave ac:0.002959,0.004684
Initialization: 8.273000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.488000
Kernel 1: 0.032000
Kernel 2: 77.961998
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001207 1.000000 fi:0.118347. Ave ac:0.002115,0.003592
Initialization: 5.874000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.028000
Kernel 1: 0.031000
Kernel 2: 75.594002
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001207 1.000000 fi:0.116946. Ave ac:0.002163,0.003101
Initialization: 5.888000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.378000
Kernel 1: 0.024000
Kernel 2: 76.929001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.002172 1.000000 fi:0.126317. Ave ac:0.001882,0.002559
Initialization: 29.165001
Memcpy Instances: 489.878998
Memcpy Classifiers: 0.074000
Kernel 1: 0.023000
Kernel 2: 472.691986
Copyback: 0.016000
Sum: 0.018000
Memcpy Classifiers: 0.104000
Kernel 1: 0.022000
Kernel 2: 470.556000
Copyback: 0.366000
Sum: 0.003000
Memcpy Classifiers: 0.104000
Kernel 1: 0.023000
Kernel 2: 479.779999
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.015000
Kernel 2: 479.265015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.016000
Kernel 2: 491.062988
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.103000
Kernel 1: 0.022000
Kernel 2: 484.287994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.021000
Kernel 2: 468.773010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 481.769012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 488.341003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.025000
Kernel 2: 481.886993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.087000
Kernel 1: 0.016000
Kernel 2: 461.238007
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001081 0.704403 fi:0.417032. Ave ac:0.002744,0.009604
Best acc 0.001081 0.704403
Initialization: 5.942000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.342000
Kernel 1: 0.025000
Kernel 2: 101.517998
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005825 accuracy2:0.221356
Initialization: 5.956000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.308000
Kernel 1: 0.024000
Kernel 2: 102.349998
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.000724 1.000000 fi:0.165553. Ave ac:0.006541,0.010364
Initialization: 5.866000
Memcpy Classifiers: 0.479000
Memcpy Instances: 8.339000
Kernel 1: 0.023000
Kernel 2: 98.863998
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.000724 1.000000 fi:0.165553. Ave ac:0.006368,0.010255
Initialization: 5.865000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.339000
Kernel 1: 0.024000
Kernel 2: 100.259003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001690 1.000000 fi:0.099611. Ave ac:0.005678,0.011057
Initialization: 5.977000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.341000
Kernel 1: 0.024000
Kernel 2: 98.613998
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.000724 1.000000 fi:0.165553. Ave ac:0.005003,0.009486
Initialization: 5.997000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.608000
Kernel 1: 0.022000
Kernel 2: 98.342003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000724 1.000000 fi:0.165553. Ave ac:0.006287,0.012007
Initialization: 7.798000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.919000
Kernel 1: 0.023000
Kernel 2: 94.214996
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.000965 1.000000 fi:0.099921. Ave ac:0.006007,0.010799
Initialization: 5.767000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.343000
Kernel 1: 0.025000
Kernel 2: 95.487999
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.000724 1.000000 fi:0.164694. Ave ac:0.006813,0.013984
Initialization: 6.012000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.318000
Kernel 1: 0.024000
Kernel 2: 91.892998
Copyback: 0.018000
Sum: 0.045000
It 7,Best ac:0.001931 1.000000 fi:0.099509. Ave ac:0.005664,0.012025
Initialization: 7.420000
Memcpy Classifiers: 0.603000
Memcpy Instances: 11.409000
Kernel 1: 0.027000
Kernel 2: 91.126999
Copyback: 0.018000
Sum: 0.040000
It 8,Best ac:0.000724 1.000000 fi:0.164694. Ave ac:0.004969,0.011916
Initialization: 5.947000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.321000
Kernel 1: 0.024000
Kernel 2: 90.807999
Copyback: 0.372000
Sum: 0.027000
It 9,Best ac:0.001207 1.000000 fi:0.099818. Ave ac:0.005494,0.014336
Iteration 10:MDL fitness activated
Error 0.099818 TL 0.022650
MDL Theory Length Weight: 1.4689933083 (3)
Initialization: 5.887000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.336000
Kernel 1: 0.024000
Kernel 2: 91.467003
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000965 1.000000 fi:0.148925. Ave ac:0.006364,0.014961
Initialization: 5.845000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.332000
Kernel 1: 0.023000
Kernel 2: 90.377998
Copyback: 0.016000
Sum: 0.035000
It 11,Best ac:0.000965 1.000000 fi:0.143661. Ave ac:0.006705,0.014816
Initialization: 5.907000
Memcpy Classifiers: 0.405000
Memcpy Instances: 8.342000
Kernel 1: 0.023000
Kernel 2: 88.291000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000965 1.000000 fi:0.141885. Ave ac:0.006961,0.012983
Initialization: 5.995000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.322000
Kernel 1: 0.024000
Kernel 2: 86.581001
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.000965 1.000000 fi:0.150807. Ave ac:0.004957,0.008460
Initialization: 6.022000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.319000
Kernel 1: 0.024000
Kernel 2: 85.098999
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000724 1.000000 fi:0.213749. Ave ac:0.006706,0.013524
Initialization: 5.946000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.323000
Kernel 1: 0.023000
Kernel 2: 82.125999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001931 1.000000 fi:0.130530. Ave ac:0.005877,0.012338
Initialization: 5.856000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.333000
Kernel 1: 0.024000
Kernel 2: 81.121002
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001448 1.000000 fi:0.132685. Ave ac:0.005815,0.012182
Initialization: 5.892000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.325000
Kernel 1: 0.024000
Kernel 2: 82.332001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001931 1.000000 fi:0.147048. Ave ac:0.003656,0.007906
Initialization: 5.903000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.398000
Kernel 1: 0.022000
Kernel 2: 82.614998
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000965 1.000000 fi:0.136615. Ave ac:0.005859,0.010817
Initialization: 5.920000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.345000
Kernel 1: 0.024000
Kernel 2: 85.514999
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.000965 1.000000 fi:0.146566. Ave ac:0.006580,0.015276
Initialization: 6.696000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.327000
Kernel 1: 0.024000
Kernel 2: 81.209000
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001207 1.000000 fi:0.129586. Ave ac:0.004914,0.010202
Initialization: 5.976000
Memcpy Classifiers: 0.397000
Memcpy Instances: 11.252000
Kernel 1: 0.023000
Kernel 2: 79.985001
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000965 1.000000 fi:0.131179. Ave ac:0.004625,0.008793
Initialization: 5.856000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.358000
Kernel 1: 0.023000
Kernel 2: 81.087997
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000965 1.000000 fi:0.132967. Ave ac:0.004160,0.007055
Initialization: 5.919000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.318000
Kernel 1: 0.023000
Kernel 2: 80.297997
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001207 1.000000 fi:0.127098. Ave ac:0.003213,0.006729
Initialization: 5.912000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.308000
Kernel 1: 0.024000
Kernel 2: 82.421997
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001206 1.000000 fi:0.131207. Ave ac:0.004678,0.008500
Initialization: 5.924000
Memcpy Classifiers: 0.376000
Memcpy Instances: 11.422000
Kernel 1: 0.025000
Kernel 2: 79.220001
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.001448 1.000000 fi:0.122923. Ave ac:0.003171,0.006421
Initialization: 5.838000
Memcpy Classifiers: 0.367000
Memcpy Instances: 8.364000
Kernel 1: 0.024000
Kernel 2: 80.973000
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.001207 1.000000 fi:0.131640. Ave ac:0.003542,0.009112
Initialization: 5.892000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.339000
Kernel 1: 0.024000
Kernel 2: 79.830002
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001207 1.000000 fi:0.134094. Ave ac:0.003097,0.010651
Initialization: 5.909000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.332000
Kernel 1: 0.024000
Kernel 2: 78.374001
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000965 1.000000 fi:0.132209. Ave ac:0.003353,0.010180
Initialization: 5.914000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.338000
Kernel 1: 0.025000
Kernel 2: 77.024002
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.002172 1.000000 fi:0.131289. Ave ac:0.003456,0.009879
Initialization: 5.963000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.322000
Kernel 1: 0.024000
Kernel 2: 76.399002
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.000965 1.000000 fi:0.132818. Ave ac:0.003145,0.007164
Initialization: 5.940000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.311000
Kernel 1: 0.023000
Kernel 2: 78.511002
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.001448 1.000000 fi:0.127057. Ave ac:0.002654,0.005287
Initialization: 5.869000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.327000
Kernel 1: 0.023000
Kernel 2: 77.955002
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.002172 1.000000 fi:0.125291. Ave ac:0.003168,0.007810
Initialization: 6.771000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.674000
Kernel 1: 0.024000
Kernel 2: 77.796997
Copyback: 0.016000
Sum: 0.028000
It 33,Best ac:0.000965 1.000000 fi:0.129533. Ave ac:0.002816,0.007011
Initialization: 25.715000
Memcpy Instances: 421.845001
Memcpy Classifiers: 0.071000
Kernel 1: 0.025000
Kernel 2: 472.687012
Copyback: 0.018000
Sum: 0.021000
Memcpy Classifiers: 0.086000
Kernel 1: 0.014000
Kernel 2: 461.325012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.016000
Kernel 2: 481.786987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 473.558990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.020000
Kernel 2: 473.212006
Copyback: 0.020000
Sum: 0.006000
Memcpy Classifiers: 0.062000
Kernel 1: 0.018000
Kernel 2: 475.165009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 489.234985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 463.761993
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 491.760010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.019000
Kernel 2: 486.140991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.022000
Kernel 2: 438.838989
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001506 0.651357 fi:0.475675. Ave ac:0.002332,0.008211
Best acc 0.001506 0.651357
Rule:Att PSSM_-3_12 is [<-0.134231]|Att PSSM_-1_5 is [-2.629712,2.629712]|Att PSSM_-1_14 is [<4.706894]|Att PSSM_0_7 is [-6.997520,-4.491127]|Att PSSM_1_3 is [-6.639517,4.639517]|Att PSSM_1_4 is [<-0.891654]|Att PSSM_2_18 is [<4.390772]|Att PSSM_4_7 is [<-0.247020]|Att PSSM_4_14 is [-2.086488,8.160333]|1
Accuracy : 0.769730
0	1	
158461	5619	
48411	22147	
Removed 318 instances. 206872 Instances left. Acc of rule 0.001081-0.704403
Initialization: 5.917000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.329000
Kernel 1: 0.026000
Kernel 2: 101.616997
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005175 accuracy2:0.216251
Initialization: 5.921000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.319000
Kernel 1: 0.023000
Kernel 2: 104.149002
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.001450 1.000000 fi:0.099712. Ave ac:0.006879,0.011807
Initialization: 5.907000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.307000
Kernel 1: 0.023000
Kernel 2: 103.947998
Copyback: 0.016000
Sum: 0.027000
It 1,Best ac:0.000725 1.000000 fi:0.162108. Ave ac:0.006378,0.012988
Initialization: 5.922000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.310000
Kernel 1: 0.023000
Kernel 2: 101.660004
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000725 1.000000 fi:0.162108. Ave ac:0.004651,0.007361
Initialization: 5.917000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.343000
Kernel 1: 0.024000
Kernel 2: 101.579002
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000725 1.000000 fi:0.161243. Ave ac:0.004835,0.009022
Initialization: 5.887000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.312000
Kernel 1: 0.024000
Kernel 2: 103.320000
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001450 1.000000 fi:0.099712. Ave ac:0.005063,0.008845
Initialization: 5.898000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.527000
Kernel 1: 0.023000
Kernel 2: 105.388000
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001450 1.000000 fi:0.099712. Ave ac:0.005442,0.010145
Initialization: 6.290000
Memcpy Classifiers: 0.546000
Memcpy Instances: 10.011000
Kernel 1: 0.024000
Kernel 2: 102.303001
Copyback: 0.016000
Sum: 0.037000
It 6,Best ac:0.000725 1.000000 fi:0.161243. Ave ac:0.004063,0.006950
Initialization: 5.856000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.322000
Kernel 1: 0.024000
Kernel 2: 106.004997
Copyback: 0.018000
Sum: 0.048000
It 7,Best ac:0.000967 1.000000 fi:0.099919. Ave ac:0.004903,0.008806
Initialization: 5.939000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.297000
Kernel 1: 0.024000
Kernel 2: 105.893997
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001692 1.000000 fi:0.099608. Ave ac:0.005285,0.007421
Initialization: 5.847000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.300000
Kernel 1: 0.024000
Kernel 2: 104.755997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001208 1.000000 fi:0.099816. Ave ac:0.004234,0.006716
Iteration 10:MDL fitness activated
Error 0.099816 TL 0.046903
MDL Theory Length Weight: 0.7093829420 (2)
Initialization: 5.918000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.322000
Kernel 1: 0.023000
Kernel 2: 103.634003
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001209 1.000000 fi:0.123262. Ave ac:0.003954,0.006981
Initialization: 5.901000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.342000
Kernel 1: 0.024000
Kernel 2: 101.443001
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000967 1.000000 fi:0.126071. Ave ac:0.002951,0.004511
Initialization: 5.907000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.338000
Kernel 1: 0.023000
Kernel 2: 100.303001
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.001209 1.000000 fi:0.119428. Ave ac:0.002872,0.006423
Initialization: 5.794000
Memcpy Classifiers: 0.483000
Memcpy Instances: 8.307000
Kernel 1: 0.023000
Kernel 2: 101.177002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000967 1.000000 fi:0.125556. Ave ac:0.002744,0.004375
Initialization: 6.051000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.404000
Kernel 1: 0.020000
Kernel 2: 103.257004
Copyback: 0.018000
Sum: 0.043000
It 14,Best ac:0.000967 1.000000 fi:0.122917. Ave ac:0.002628,0.003912
Initialization: 7.909000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.338000
Kernel 1: 0.024000
Kernel 2: 100.397003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001209 1.000000 fi:0.122190. Ave ac:0.002419,0.003396
Initialization: 5.928000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.352000
Kernel 1: 0.023000
Kernel 2: 101.058998
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.000967 1.000000 fi:0.115862. Ave ac:0.002459,0.003659
Initialization: 5.966000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.919000
Kernel 1: 0.024000
Kernel 2: 99.811996
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001209 1.000000 fi:0.120789. Ave ac:0.001956,0.003116
Initialization: 6.798000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.339000
Kernel 1: 0.024000
Kernel 2: 97.935997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000967 1.000000 fi:0.121090. Ave ac:0.002260,0.004090
Initialization: 7.218000
Memcpy Classifiers: 0.775000
Memcpy Instances: 9.724000
Kernel 1: 0.023000
Kernel 2: 97.732002
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001692 1.000000 fi:0.130322. Ave ac:0.001722,0.002567
Initialization: 6.000000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.325000
Kernel 1: 0.022000
Kernel 2: 100.685997
Copyback: 0.018000
Sum: 0.042000
It 20,Best ac:0.001208 1.000000 fi:0.120987. Ave ac:0.002553,0.003572
Initialization: 5.902000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.304000
Kernel 1: 0.024000
Kernel 2: 96.992996
Copyback: 0.366000
Sum: 0.044000
It 21,Best ac:0.000967 1.000000 fi:0.115210. Ave ac:0.002212,0.003588
Initialization: 5.934000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.314000
Kernel 1: 0.023000
Kernel 2: 97.125000
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000967 1.000000 fi:0.116542. Ave ac:0.002885,0.005549
Initialization: 5.895000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.331000
Kernel 1: 0.024000
Kernel 2: 99.872002
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001692 1.000000 fi:0.117587. Ave ac:0.002880,0.004737
Initialization: 5.915000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.312000
Kernel 1: 0.024000
Kernel 2: 98.406998
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001209 1.000000 fi:0.117526. Ave ac:0.002369,0.003511
Initialization: 5.881000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.339000
Kernel 1: 0.023000
Kernel 2: 98.427002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001209 1.000000 fi:0.118537. Ave ac:0.001927,0.002892
Initialization: 5.974000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.313000
Kernel 1: 0.023000
Kernel 2: 98.652000
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001692 1.000000 fi:0.120582. Ave ac:0.002274,0.004404
Initialization: 5.879000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.326000
Kernel 1: 0.024000
Kernel 2: 98.345001
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.001450 1.000000 fi:0.115003. Ave ac:0.002371,0.003403
Initialization: 5.855000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.350000
Kernel 1: 0.023000
Kernel 2: 95.942001
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000967 1.000000 fi:0.122544. Ave ac:0.002201,0.004454
Initialization: 5.864000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.289000
Kernel 1: 0.028000
Kernel 2: 97.467003
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.000967 1.000000 fi:0.119639. Ave ac:0.002701,0.004332
Initialization: 5.935000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.298000
Kernel 1: 0.024000
Kernel 2: 97.075996
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000967 1.000000 fi:0.115862. Ave ac:0.002657,0.004250
Initialization: 5.835000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.332000
Kernel 1: 0.024000
Kernel 2: 95.739998
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001934 1.000000 fi:0.121225. Ave ac:0.002598,0.003666
Initialization: 5.902000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.373000
Kernel 1: 0.023000
Kernel 2: 96.540001
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001209 1.000000 fi:0.112666. Ave ac:0.001754,0.003016
Initialization: 5.863000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.298000
Kernel 1: 0.024000
Kernel 2: 93.112000
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001208 1.000000 fi:0.121536. Ave ac:0.001681,0.002668
Initialization: 25.407000
Memcpy Instances: 416.131989
Memcpy Classifiers: 0.074000
Kernel 1: 0.027000
Kernel 2: 562.492981
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 546.250000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 542.950989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 536.802002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 535.773987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 555.669983
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 556.398010
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.075000
Kernel 1: 0.016000
Kernel 2: 547.606995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 545.682983
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 562.604004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 518.588013
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001489 0.724706 fi:0.394709. Ave ac:0.002231,0.007428
Best acc 0.001489 0.724706
Initialization: 5.928000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.313000
Kernel 1: 0.026000
Kernel 2: 102.877998
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.006184 accuracy2:0.240183
Initialization: 5.875000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.327000
Kernel 1: 0.024000
Kernel 2: 101.672997
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.001208 0.833333 fi:0.266482. Ave ac:0.006638,0.014844
Initialization: 5.781000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.292000
Kernel 1: 0.024000
Kernel 2: 99.007004
Copyback: 0.016000
Sum: 0.031000
It 1,Best ac:0.000967 1.000000 fi:0.099919. Ave ac:0.006749,0.013136
Initialization: 5.875000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.305000
Kernel 1: 0.023000
Kernel 2: 98.507004
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001209 1.000000 fi:0.099815. Ave ac:0.006623,0.011716
Initialization: 5.840000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.334000
Kernel 1: 0.022000
Kernel 2: 96.046997
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.000967 1.000000 fi:0.099919. Ave ac:0.004380,0.006232
Initialization: 5.792000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.293000
Kernel 1: 0.024000
Kernel 2: 93.447998
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000725 1.000000 fi:0.161243. Ave ac:0.003978,0.006458
Initialization: 5.954000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.318000
Kernel 1: 0.024000
Kernel 2: 91.202003
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001209 1.000000 fi:0.099815. Ave ac:0.003991,0.007799
Initialization: 5.862000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.320000
Kernel 1: 0.024000
Kernel 2: 89.190002
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.002417 1.000000 fi:0.099297. Ave ac:0.004298,0.008240
Initialization: 5.881000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.315000
Kernel 1: 0.024000
Kernel 2: 85.700996
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001934 1.000000 fi:0.099504. Ave ac:0.004291,0.009689
Initialization: 5.901000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.319000
Kernel 1: 0.024000
Kernel 2: 85.299004
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.002417 1.000000 fi:0.099297. Ave ac:0.003387,0.006688
Initialization: 5.853000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.302000
Kernel 1: 0.025000
Kernel 2: 89.358002
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001933 0.888889 fi:0.210616. Ave ac:0.003880,0.007940
Iteration 10:MDL fitness activated
Error 0.210616 TL 0.032123
MDL Theory Length Weight: 2.1855186275 (4)
Initialization: 5.886000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.311000
Kernel 1: 0.024000
Kernel 2: 84.497002
Copyback: 0.016000
Sum: 0.030000
It 10,Best ac:0.000967 1.000000 fi:0.128486. Ave ac:0.005010,0.011361
Initialization: 5.911000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.294000
Kernel 1: 0.025000
Kernel 2: 84.690002
Copyback: 0.018000
Sum: 0.039000
It 11,Best ac:0.001450 1.000000 fi:0.194344. Ave ac:0.004829,0.008750
Initialization: 5.921000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.301000
Kernel 1: 0.023000
Kernel 2: 82.986000
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001450 0.857143 fi:0.310977. Ave ac:0.004754,0.009720
Initialization: 5.915000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.294000
Kernel 1: 0.024000
Kernel 2: 83.789001
Copyback: 0.018000
Sum: 0.039000
It 13,Best ac:0.000967 1.000000 fi:0.152167. Ave ac:0.005395,0.009185
Initialization: 5.881000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.326000
Kernel 1: 0.024000
Kernel 2: 83.092003
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000725 1.000000 fi:0.222644. Ave ac:0.005020,0.009006
Initialization: 5.892000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.304000
Kernel 1: 0.024000
Kernel 2: 85.222000
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000967 1.000000 fi:0.173107. Ave ac:0.004658,0.010128
Initialization: 7.609000
Memcpy Classifiers: 0.648000
Memcpy Instances: 12.450000
Kernel 1: 0.024000
Kernel 2: 86.157997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000966 1.000000 fi:0.160867. Ave ac:0.004662,0.011640
Initialization: 7.111000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.095000
Kernel 1: 0.022000
Kernel 2: 84.834000
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.001209 1.000000 fi:0.149983. Ave ac:0.004387,0.006024
Initialization: 7.298000
Memcpy Classifiers: 0.680000
Memcpy Instances: 12.932000
Kernel 1: 0.031000
Kernel 2: 85.244003
Copyback: 0.016000
Sum: 0.029000
It 18,Best ac:0.001450 1.000000 fi:0.159239. Ave ac:0.004093,0.006567
Initialization: 6.153000
Memcpy Classifiers: 0.679000
Memcpy Instances: 11.883000
Kernel 1: 0.024000
Kernel 2: 85.003998
Copyback: 0.016000
Sum: 0.028000
It 19,Best ac:0.001450 1.000000 fi:0.123402. Ave ac:0.003292,0.005332
Initialization: 5.905000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.320000
Kernel 1: 0.032000
Kernel 2: 85.097000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001933 1.000000 fi:0.150664. Ave ac:0.004304,0.007140
Initialization: 5.965000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.351000
Kernel 1: 0.032000
Kernel 2: 83.927002
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.000967 1.000000 fi:0.150778. Ave ac:0.003916,0.006634
Initialization: 5.952000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.332000
Kernel 1: 0.024000
Kernel 2: 86.207001
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001450 1.000000 fi:0.155363. Ave ac:0.003888,0.007576
Initialization: 5.957000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.310000
Kernel 1: 0.023000
Kernel 2: 84.346001
Copyback: 0.016000
Sum: 0.026000
It 23,Best ac:0.001692 1.000000 fi:0.150903. Ave ac:0.003503,0.007914
Initialization: 5.924000
Memcpy Classifiers: 0.403000
Memcpy Instances: 8.293000
Kernel 1: 0.024000
Kernel 2: 84.069000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001208 1.000000 fi:0.161837. Ave ac:0.002764,0.005175
Initialization: 6.007000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.304000
Kernel 1: 0.024000
Kernel 2: 82.671997
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.001209 1.000000 fi:0.190208. Ave ac:0.003120,0.005040
Initialization: 5.927000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.329000
Kernel 1: 0.023000
Kernel 2: 84.216003
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.002175 1.000000 fi:0.165594. Ave ac:0.003637,0.008328
Initialization: 5.867000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.300000
Kernel 1: 0.023000
Kernel 2: 83.028999
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.000967 1.000000 fi:0.149156. Ave ac:0.003580,0.006091
Initialization: 5.915000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.308000
Kernel 1: 0.023000
Kernel 2: 83.611000
Copyback: 0.018000
Sum: 0.029000
It 28,Best ac:0.001209 1.000000 fi:0.153218. Ave ac:0.003288,0.005137
MDL Theory Length Weight: 1.9669667648 (10)
Initialization: 5.926000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.342000
Kernel 1: 0.022000
Kernel 2: 83.803001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000967 1.000000 fi:0.144070. Ave ac:0.003586,0.005473
Initialization: 5.804000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.303000
Kernel 1: 0.023000
Kernel 2: 82.940002
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.000967 1.000000 fi:0.144190. Ave ac:0.002351,0.004084
Initialization: 5.995000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.329000
Kernel 1: 0.024000
Kernel 2: 82.342003
Copyback: 0.017000
Sum: 0.038000
It 31,Best ac:0.000966 1.000000 fi:0.145071. Ave ac:0.003419,0.005424
Initialization: 5.878000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.299000
Kernel 1: 0.024000
Kernel 2: 86.226997
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001209 1.000000 fi:0.144086. Ave ac:0.003737,0.005337
Initialization: 5.906000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.311000
Kernel 1: 0.024000
Kernel 2: 80.707001
Copyback: 0.016000
Sum: 0.025000
It 33,Best ac:0.001692 1.000000 fi:0.143558. Ave ac:0.002855,0.008953
Initialization: 27.033001
Memcpy Instances: 413.714996
Memcpy Classifiers: 0.076000
Kernel 1: 0.028000
Kernel 2: 528.711975
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 506.088989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 508.470001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 503.303986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 499.516998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.011000
Kernel 2: 483.605011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 492.737000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 496.226990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 485.457001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 496.000000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 469.321014
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.002151 0.729508 fi:0.429477. Ave ac:0.002914,0.009890
Best acc 0.002151 0.729508
Rule:Att PSSM_-4_7 is [-6.869326,-1.555947]|Att PSSM_-4_9 is [<8.275064]|Att PSSM_-3_1 is [-3.637147,5.337316]|Att PSSM_-2_7 is [<-0.676140]|Att PSSM_-1_5 is [-0.485204,8.941744]|Att PSSM_-1_7 is [<-2.203806]|Att PSSM_-1_11 is [-5.228515,1.228515]|Att PSSM_0_12 is [<-2.334928]|Att PSSM_1_12 is [-6.408530,1.724285]|Att PSSM_2_7 is [<-0.532299]|Att PSSM_4_10 is [<3.080478]|1
Accuracy : 0.770924
0	1	
158296	5784	
47966	22592	
Removed 610 instances. 206262 Instances left. Acc of rule 0.002151-0.729508
Initialization: 6.078000
Memcpy Classifiers: 0.558000
Memcpy Instances: 9.069000
Kernel 1: 0.033000
Kernel 2: 101.345001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005140 accuracy2:0.221531
Initialization: 5.885000
Memcpy Classifiers: 0.557000
Memcpy Instances: 8.312000
Kernel 1: 0.023000
Kernel 2: 100.627998
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.000969 0.800000 fi:0.299916. Ave ac:0.006492,0.011419
Initialization: 5.847000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.285000
Kernel 1: 0.024000
Kernel 2: 99.478996
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000970 0.800000 fi:0.299915. Ave ac:0.004716,0.009014
Initialization: 5.915000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.297000
Kernel 1: 0.024000
Kernel 2: 100.431999
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001455 1.000000 fi:0.099706. Ave ac:0.005120,0.008732
Initialization: 5.895000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.292000
Kernel 1: 0.024000
Kernel 2: 98.530998
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000970 1.000000 fi:0.099915. Ave ac:0.005388,0.008158
Initialization: 5.907000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.277000
Kernel 1: 0.024000
Kernel 2: 96.542000
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000727 1.000000 fi:0.153371. Ave ac:0.004340,0.008980
Initialization: 5.884000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.264000
Kernel 1: 0.024000
Kernel 2: 96.282997
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.000970 1.000000 fi:0.099915. Ave ac:0.005540,0.012352
Initialization: 5.886000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.301000
Kernel 1: 0.023000
Kernel 2: 96.149002
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001697 1.000000 fi:0.099602. Ave ac:0.004672,0.009728
Initialization: 5.880000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.280000
Kernel 1: 0.022000
Kernel 2: 94.226997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001212 1.000000 fi:0.099811. Ave ac:0.003459,0.007447
Initialization: 5.959000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.276000
Kernel 1: 0.024000
Kernel 2: 95.648003
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001455 1.000000 fi:0.099706. Ave ac:0.002984,0.004264
Initialization: 5.912000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.282000
Kernel 1: 0.024000
Kernel 2: 95.639000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001697 1.000000 fi:0.099601. Ave ac:0.002493,0.003015
Iteration 10:MDL fitness activated
Error 0.099601 TL 0.028280
MDL Theory Length Weight: 1.1739708714 (1)
Initialization: 5.875000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.309000
Kernel 1: 0.024000
Kernel 2: 94.389000
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001454 1.000000 fi:0.140255. Ave ac:0.002216,0.004185
Initialization: 5.863000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.286000
Kernel 1: 0.024000
Kernel 2: 94.639999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001455 1.000000 fi:0.132485. Ave ac:0.002061,0.006036
Initialization: 5.974000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.312000
Kernel 1: 0.024000
Kernel 2: 93.907997
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000970 1.000000 fi:0.133773. Ave ac:0.002094,0.003597
Initialization: 5.868000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.289000
Kernel 1: 0.023000
Kernel 2: 92.112000
Copyback: 0.017000
Sum: 0.038000
It 13,Best ac:0.000970 1.000000 fi:0.133773. Ave ac:0.002469,0.004447
Initialization: 5.875000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.284000
Kernel 1: 0.024000
Kernel 2: 94.552002
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.000970 1.000000 fi:0.134580. Ave ac:0.002393,0.003116
Initialization: 5.864000
Memcpy Classifiers: 0.404000
Memcpy Instances: 8.302000
Kernel 1: 0.023000
Kernel 2: 91.577003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001697 1.000000 fi:0.140471. Ave ac:0.001727,0.002602
Initialization: 8.288000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.318000
Kernel 1: 0.024000
Kernel 2: 93.333000
Copyback: 0.018000
Sum: 0.043000
It 16,Best ac:0.001212 1.000000 fi:0.128435. Ave ac:0.002241,0.002956
Initialization: 6.261000
Memcpy Classifiers: 0.662000
Memcpy Instances: 9.771000
Kernel 1: 0.023000
Kernel 2: 92.047997
Copyback: 0.018000
Sum: 0.038000
It 17,Best ac:0.002424 1.000000 fi:0.140732. Ave ac:0.002424,0.003386
Initialization: 5.910000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.711000
Kernel 1: 0.024000
Kernel 2: 92.149002
Copyback: 0.018000
Sum: 0.038000
It 18,Best ac:0.000970 1.000000 fi:0.133918. Ave ac:0.002794,0.004225
Initialization: 5.903000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.688000
Kernel 1: 0.023000
Kernel 2: 91.331001
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000969 1.000000 fi:0.144798. Ave ac:0.002307,0.003535
Initialization: 8.326000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.342000
Kernel 1: 0.024000
Kernel 2: 93.956001
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001212 1.000000 fi:0.128435. Ave ac:0.002744,0.003465
Initialization: 7.564000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.741000
Kernel 1: 0.023000
Kernel 2: 88.358002
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001212 1.000000 fi:0.130932. Ave ac:0.002707,0.003835
Initialization: 8.090000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.687000
Kernel 1: 0.023000
Kernel 2: 88.130997
Copyback: 0.019000
Sum: 0.034000
It 22,Best ac:0.000969 1.000000 fi:0.131314. Ave ac:0.002714,0.004135
Initialization: 7.059000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.325000
Kernel 1: 0.024000
Kernel 2: 85.563004
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001697 1.000000 fi:0.126805. Ave ac:0.003363,0.004630
Initialization: 6.839000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.493000
Kernel 1: 0.032000
Kernel 2: 85.449997
Copyback: 0.018000
Sum: 0.039000
It 24,Best ac:0.001212 1.000000 fi:0.131259. Ave ac:0.002741,0.005386
Initialization: 6.637000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.426000
Kernel 1: 0.023000
Kernel 2: 83.412003
Copyback: 0.018000
Sum: 0.039000
It 25,Best ac:0.001939 1.000000 fi:0.126325. Ave ac:0.002422,0.003268
Initialization: 8.323000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.832000
Kernel 1: 0.033000
Kernel 2: 83.317001
Copyback: 0.016000
Sum: 0.029000
It 26,Best ac:0.000970 1.000000 fi:0.123939. Ave ac:0.002255,0.003796
Initialization: 5.991000
Memcpy Classifiers: 0.477000
Memcpy Instances: 12.613000
Kernel 1: 0.024000
Kernel 2: 82.121002
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.000969 1.000000 fi:0.128525. Ave ac:0.002440,0.002989
Initialization: 6.201000
Memcpy Classifiers: 0.418000
Memcpy Instances: 11.778000
Kernel 1: 0.024000
Kernel 2: 81.663002
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001454 1.000000 fi:0.123730. Ave ac:0.002733,0.003844
Initialization: 5.872000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.959000
Kernel 1: 0.022000
Kernel 2: 78.172997
Copyback: 0.016000
Sum: 0.031000
It 29,Best ac:0.000970 1.000000 fi:0.129217. Ave ac:0.002164,0.002976
Initialization: 5.923000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.291000
Kernel 1: 0.023000
Kernel 2: 77.790001
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000970 1.000000 fi:0.123258. Ave ac:0.002000,0.002988
Initialization: 5.888000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.267000
Kernel 1: 0.023000
Kernel 2: 78.587997
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001212 1.000000 fi:0.118428. Ave ac:0.002718,0.003595
Initialization: 6.771000
Memcpy Classifiers: 0.568000
Memcpy Instances: 9.158000
Kernel 1: 0.024000
Kernel 2: 77.556000
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000970 1.000000 fi:0.126106. Ave ac:0.002710,0.003952
Initialization: 5.847000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.343000
Kernel 1: 0.023000
Kernel 2: 76.247002
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.001697 1.000000 fi:0.118323. Ave ac:0.002575,0.004435
Initialization: 27.468000
Memcpy Instances: 464.502014
Memcpy Classifiers: 0.062000
Kernel 1: 0.022000
Kernel 2: 478.841003
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.096000
Kernel 1: 0.021000
Kernel 2: 503.121002
Copyback: 0.365000
Sum: 0.003000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 493.528992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.016000
Kernel 2: 479.076996
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 500.464996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 486.217010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 475.065002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.016000
Kernel 2: 476.990997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 493.553986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 476.285004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 389.703003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000819 0.695473 fi:0.435629. Ave ac:0.002193,0.007309
Best acc 0.000819 0.695473
Initialization: 5.924000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.284000
Kernel 1: 0.026000
Kernel 2: 101.168999
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.006137 accuracy2:0.206914
Initialization: 5.872000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.282000
Kernel 1: 0.029000
Kernel 2: 102.598000
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.001697 0.777778 fi:0.321824. Ave ac:0.006605,0.010733
Initialization: 5.889000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.302000
Kernel 1: 0.025000
Kernel 2: 99.822998
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000970 1.000000 fi:0.099915. Ave ac:0.006708,0.012975
Initialization: 5.850000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.288000
Kernel 1: 0.024000
Kernel 2: 96.963997
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001212 1.000000 fi:0.099811. Ave ac:0.005669,0.011001
Initialization: 5.876000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.298000
Kernel 1: 0.024000
Kernel 2: 97.806999
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000970 1.000000 fi:0.099915. Ave ac:0.005433,0.010751
Initialization: 5.936000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.280000
Kernel 1: 0.023000
Kernel 2: 94.527000
Copyback: 0.018000
Sum: 0.034000
It 4,Best ac:0.000970 1.000000 fi:0.099915. Ave ac:0.004821,0.008754
Initialization: 5.898000
Memcpy Classifiers: 0.458000
Memcpy Instances: 8.285000
Kernel 1: 0.025000
Kernel 2: 95.142998
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.001454 1.000000 fi:0.099707. Ave ac:0.003420,0.010643
Initialization: 5.932000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.266000
Kernel 1: 0.024000
Kernel 2: 96.343002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001455 1.000000 fi:0.099706. Ave ac:0.002704,0.006674
Initialization: 5.859000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.294000
Kernel 1: 0.024000
Kernel 2: 100.016998
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001939 1.000000 fi:0.099497. Ave ac:0.002775,0.005057
Initialization: 5.933000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.286000
Kernel 1: 0.023000
Kernel 2: 100.219002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.000727 1.000000 fi:0.154253. Ave ac:0.003239,0.006009
Initialization: 5.890000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.305000
Kernel 1: 0.024000
Kernel 2: 100.221001
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001455 1.000000 fi:0.099706. Ave ac:0.002677,0.003828
Iteration 10:MDL fitness activated
Error 0.099706 TL 0.043464
MDL Theory Length Weight: 0.7646631944 (3)
Initialization: 5.908000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.287000
Kernel 1: 0.024000
Kernel 2: 105.125000
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.000969 1.000000 fi:0.125728. Ave ac:0.002319,0.004090
Initialization: 5.883000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.257000
Kernel 1: 0.023000
Kernel 2: 102.959000
Copyback: 0.371000
Sum: 0.031000
It 11,Best ac:0.000727 1.000000 fi:0.177191. Ave ac:0.003110,0.004933
Initialization: 5.899000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.276000
Kernel 1: 0.023000
Kernel 2: 100.919998
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.000970 1.000000 fi:0.134629. Ave ac:0.003437,0.005621
Initialization: 5.892000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.293000
Kernel 1: 0.025000
Kernel 2: 99.488998
Copyback: 0.016000
Sum: 0.035000
It 13,Best ac:0.002182 1.000000 fi:0.121472. Ave ac:0.003918,0.006308
Initialization: 5.979000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.177000
Kernel 1: 0.023000
Kernel 2: 96.808998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001455 1.000000 fi:0.116691. Ave ac:0.004205,0.006640
Initialization: 5.958000
Memcpy Classifiers: 0.455000
Memcpy Instances: 11.189000
Kernel 1: 0.023000
Kernel 2: 94.061996
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001454 1.000000 fi:0.118872. Ave ac:0.003237,0.005297
Initialization: 6.508000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.286000
Kernel 1: 0.024000
Kernel 2: 95.123001
Copyback: 0.016000
Sum: 0.029000
It 16,Best ac:0.001455 1.000000 fi:0.119118. Ave ac:0.002649,0.003599
Initialization: 7.432000
Memcpy Classifiers: 0.616000
Memcpy Instances: 9.329000
Kernel 1: 0.023000
Kernel 2: 93.714996
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.001212 1.000000 fi:0.121317. Ave ac:0.003072,0.005813
Initialization: 7.511000
Memcpy Classifiers: 0.773000
Memcpy Instances: 12.383000
Kernel 1: 0.024000
Kernel 2: 95.079002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000970 1.000000 fi:0.124809. Ave ac:0.002579,0.004865
Initialization: 7.389000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.297000
Kernel 1: 0.024000
Kernel 2: 93.293999
Copyback: 0.019000
Sum: 0.044000
It 19,Best ac:0.001212 1.000000 fi:0.119793. Ave ac:0.004025,0.006399
Initialization: 5.839000
Memcpy Classifiers: 0.462000
Memcpy Instances: 8.306000
Kernel 1: 0.023000
Kernel 2: 94.584000
Copyback: 0.020000
Sum: 0.041000
It 20,Best ac:0.000970 1.000000 fi:0.114859. Ave ac:0.003652,0.006740
Initialization: 5.852000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.295000
Kernel 1: 0.024000
Kernel 2: 91.396004
Copyback: 0.016000
Sum: 0.027000
It 21,Best ac:0.001454 1.000000 fi:0.122547. Ave ac:0.003722,0.007790
Initialization: 5.856000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.274000
Kernel 1: 0.024000
Kernel 2: 89.328003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000970 1.000000 fi:0.117844. Ave ac:0.003138,0.005343
Initialization: 7.211000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.279000
Kernel 1: 0.024000
Kernel 2: 86.766998
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.001212 1.000000 fi:0.117092. Ave ac:0.003445,0.006281
Initialization: 5.899000
Memcpy Classifiers: 0.420000
Memcpy Instances: 8.290000
Kernel 1: 0.023000
Kernel 2: 88.113998
Copyback: 0.018000
Sum: 0.045000
It 24,Best ac:0.000970 1.000000 fi:0.117950. Ave ac:0.003351,0.005992
Initialization: 5.892000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.292000
Kernel 1: 0.024000
Kernel 2: 85.745003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002424 1.000000 fi:0.117162. Ave ac:0.004048,0.008389
Initialization: 5.867000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.284000
Kernel 1: 0.024000
Kernel 2: 85.934998
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001212 1.000000 fi:0.114755. Ave ac:0.003003,0.006052
Initialization: 5.740000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.290000
Kernel 1: 0.024000
Kernel 2: 90.556999
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.002909 1.000000 fi:0.111420. Ave ac:0.004668,0.011401
Initialization: 5.891000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.285000
Kernel 1: 0.024000
Kernel 2: 87.338997
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.000970 1.000000 fi:0.123906. Ave ac:0.004490,0.009821
Initialization: 5.773000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.266000
Kernel 1: 0.024000
Kernel 2: 86.997002
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001455 1.000000 fi:0.114323. Ave ac:0.003442,0.008600
Initialization: 5.847000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.273000
Kernel 1: 0.024000
Kernel 2: 84.797997
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000970 1.000000 fi:0.114581. Ave ac:0.003149,0.006214
Initialization: 7.141000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.289000
Kernel 1: 0.024000
Kernel 2: 84.827003
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.000969 1.000000 fi:0.114582. Ave ac:0.003230,0.005250
Initialization: 5.810000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.287000
Kernel 1: 0.023000
Kernel 2: 81.764999
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.000970 1.000000 fi:0.113222. Ave ac:0.003579,0.006736
Initialization: 7.279000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.707000
Kernel 1: 0.023000
Kernel 2: 79.944000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001455 1.000000 fi:0.114887. Ave ac:0.002922,0.006566
Initialization: 28.422001
Memcpy Instances: 476.842987
Memcpy Classifiers: 0.123000
Kernel 1: 0.034000
Kernel 2: 449.891998
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 496.648987
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.022000
Kernel 2: 497.049988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.103000
Kernel 1: 0.016000
Kernel 2: 489.816010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.016000
Kernel 2: 486.718994
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.119000
Kernel 1: 0.021000
Kernel 2: 461.144012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 506.541992
Copyback: 0.365000
Sum: 0.002000
Memcpy Classifiers: 0.120000
Kernel 1: 0.020000
Kernel 2: 462.916992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 467.127991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.120000
Kernel 1: 0.021000
Kernel 2: 491.385010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 389.717987
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000834 0.685259 fi:0.429896. Ave ac:0.003080,0.011255
Best acc 0.000834 0.685259
Rule:Att PSSM_-2_15 is [-4.976170,-0.270681]|Att PSSM_-1_14 is [-2.314750,6.314750]|Att PSSM_0_12 is [<-3.722605]|Att PSSM_1_4 is [-5.285682,-2.032866]|Att PSSM_1_8 is [-3.105603,6.904085]|Att PSSM_1_10 is [-2.097644,5.158155]|Att PSSM_3_7 is [-6.995666,-0.865495]|Att PSSM_4_6 is [<-0.387759]|1
Accuracy : 0.771329
0	1	
158222	5858	
47797	22761	
Removed 243 instances. 206019 Instances left. Acc of rule 0.000819-0.695473
Initialization: 7.090000
Memcpy Classifiers: 0.665000
Memcpy Instances: 10.080000
Kernel 1: 0.025000
Kernel 2: 104.209000
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006193 accuracy2:0.219114
Initialization: 8.172000
Memcpy Classifiers: 0.839000
Memcpy Instances: 9.385000
Kernel 1: 0.023000
Kernel 2: 105.051003
Copyback: 0.019000
Sum: 0.055000
It 0,Best ac:0.000971 1.000000 fi:0.099914. Ave ac:0.007595,0.012097
Initialization: 5.907000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.619000
Kernel 1: 0.023000
Kernel 2: 103.737000
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000728 1.000000 fi:0.150714. Ave ac:0.007241,0.012575
Initialization: 7.578000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.212000
Kernel 1: 0.032000
Kernel 2: 103.225998
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000971 0.800000 fi:0.299914. Ave ac:0.005319,0.007873
Initialization: 5.924000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.461000
Kernel 1: 0.023000
Kernel 2: 101.952003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001699 0.875000 fi:0.224599. Ave ac:0.004875,0.007622
Initialization: 5.900000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.262000
Kernel 1: 0.025000
Kernel 2: 103.473999
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001456 1.000000 fi:0.099704. Ave ac:0.004061,0.005796
Initialization: 5.964000
Memcpy Classifiers: 0.494000
Memcpy Instances: 11.658000
Kernel 1: 0.023000
Kernel 2: 104.795998
Copyback: 0.018000
Sum: 0.041000
It 5,Best ac:0.001214 1.000000 fi:0.099809. Ave ac:0.004417,0.007749
Initialization: 6.472000
Memcpy Classifiers: 0.467000
Memcpy Instances: 11.827000
Kernel 1: 0.026000
Kernel 2: 100.887001
Copyback: 0.018000
Sum: 0.037000
It 6,Best ac:0.001214 1.000000 fi:0.099809. Ave ac:0.003883,0.005821
Initialization: 6.702000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.256000
Kernel 1: 0.024000
Kernel 2: 101.116997
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.002184 1.000000 fi:0.099389. Ave ac:0.003555,0.007801
Initialization: 6.423000
Memcpy Classifiers: 0.491000
Memcpy Instances: 10.311000
Kernel 1: 0.023000
Kernel 2: 103.638000
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001213 1.000000 fi:0.099809. Ave ac:0.003649,0.007864
Initialization: 8.432000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.351000
Kernel 1: 0.033000
Kernel 2: 101.279999
Copyback: 0.018000
Sum: 0.044000
It 9,Best ac:0.001699 1.000000 fi:0.099598. Ave ac:0.004085,0.010457
Iteration 10:MDL fitness activated
Error 0.099598 TL 0.041615
MDL Theory Length Weight: 0.7977795927 (3)
Initialization: 7.098000
Memcpy Classifiers: 0.639000
Memcpy Instances: 9.243000
Kernel 1: 0.022000
Kernel 2: 100.068001
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.000971 1.000000 fi:0.129753. Ave ac:0.002804,0.006203
Initialization: 5.904000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.972000
Kernel 1: 0.035000
Kernel 2: 101.741997
Copyback: 0.018000
Sum: 0.039000
It 11,Best ac:0.001942 1.000000 fi:0.130057. Ave ac:0.002967,0.004538
Initialization: 6.751000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.301000
Kernel 1: 0.024000
Kernel 2: 101.887001
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001699 1.000000 fi:0.130971. Ave ac:0.002511,0.003774
Initialization: 5.985000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.733000
Kernel 1: 0.022000
Kernel 2: 103.255997
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.001214 1.000000 fi:0.127655. Ave ac:0.001603,0.001993
Initialization: 5.901000
Memcpy Classifiers: 0.540000
Memcpy Instances: 12.310000
Kernel 1: 0.026000
Kernel 2: 105.841003
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001942 1.000000 fi:0.127921. Ave ac:0.002052,0.003723
Initialization: 5.885000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.280000
Kernel 1: 0.024000
Kernel 2: 106.781998
Copyback: 0.018000
Sum: 0.042000
It 15,Best ac:0.001699 1.000000 fi:0.135471. Ave ac:0.001901,0.002462
Initialization: 7.658000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.284000
Kernel 1: 0.024000
Kernel 2: 106.160004
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.000971 1.000000 fi:0.131655. Ave ac:0.001610,0.002774
Initialization: 5.956000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.009000
Kernel 1: 0.024000
Kernel 2: 106.367996
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.000971 1.000000 fi:0.134921. Ave ac:0.001873,0.002599
Initialization: 7.715000
Memcpy Classifiers: 0.540000
Memcpy Instances: 12.615000
Kernel 1: 0.023000
Kernel 2: 104.869003
Copyback: 0.369000
Sum: 0.036000
It 18,Best ac:0.001213 1.000000 fi:0.124435. Ave ac:0.002331,0.003210
Initialization: 5.880000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.272000
Kernel 1: 0.023000
Kernel 2: 105.433998
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000971 1.000000 fi:0.121479. Ave ac:0.002433,0.003054
Initialization: 5.939000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.131000
Kernel 1: 0.031000
Kernel 2: 106.240997
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.001214 1.000000 fi:0.131268. Ave ac:0.002266,0.003032
Initialization: 6.906000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.671000
Kernel 1: 0.032000
Kernel 2: 104.945000
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.001456 1.000000 fi:0.144471. Ave ac:0.002059,0.003209
Initialization: 5.731000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.263000
Kernel 1: 0.025000
Kernel 2: 103.416000
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000971 1.000000 fi:0.129638. Ave ac:0.002137,0.004154
Initialization: 6.322000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.856000
Kernel 1: 0.025000
Kernel 2: 104.598999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000971 1.000000 fi:0.130639. Ave ac:0.002248,0.003817
Initialization: 8.050000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.863000
Kernel 1: 0.023000
Kernel 2: 103.740997
Copyback: 0.018000
Sum: 0.036000
It 24,Best ac:0.001213 1.000000 fi:0.130660. Ave ac:0.001782,0.002743
Initialization: 7.001000
Memcpy Classifiers: 0.638000
Memcpy Instances: 9.914000
Kernel 1: 0.023000
Kernel 2: 103.740997
Copyback: 0.018000
Sum: 0.041000
It 25,Best ac:0.001456 1.000000 fi:0.122364. Ave ac:0.002484,0.003228
Initialization: 6.132000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.810000
Kernel 1: 0.024000
Kernel 2: 106.141998
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.000971 1.000000 fi:0.124490. Ave ac:0.002157,0.003026
Initialization: 6.905000
Memcpy Classifiers: 0.486000
Memcpy Instances: 9.130000
Kernel 1: 0.032000
Kernel 2: 103.626999
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.000971 1.000000 fi:0.126924. Ave ac:0.002351,0.003229
Initialization: 5.929000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.297000
Kernel 1: 0.023000
Kernel 2: 100.777000
Copyback: 0.018000
Sum: 0.039000
It 28,Best ac:0.000971 1.000000 fi:0.126924. Ave ac:0.001419,0.002183
MDL Theory Length Weight: 0.7180016335 (10)
Initialization: 6.496000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.349000
Kernel 1: 0.022000
Kernel 2: 101.996002
Copyback: 0.018000
Sum: 0.030000
It 29,Best ac:0.001456 1.000000 fi:0.119475. Ave ac:0.002162,0.003038
Initialization: 7.511000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.595000
Kernel 1: 0.024000
Kernel 2: 100.473000
Copyback: 0.018000
Sum: 0.040000
It 30,Best ac:0.000971 1.000000 fi:0.128839. Ave ac:0.002104,0.003174
Initialization: 6.908000
Memcpy Classifiers: 0.504000
Memcpy Instances: 11.139000
Kernel 1: 0.024000
Kernel 2: 103.328003
Copyback: 0.017000
Sum: 0.039000
It 31,Best ac:0.001213 1.000000 fi:0.125711. Ave ac:0.002209,0.003385
Initialization: 6.846000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.111000
Kernel 1: 0.032000
Kernel 2: 103.910004
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000971 1.000000 fi:0.123843. Ave ac:0.001750,0.003084
Initialization: 7.766000
Memcpy Classifiers: 0.840000
Memcpy Instances: 9.925000
Kernel 1: 0.022000
Kernel 2: 102.529999
Copyback: 0.018000
Sum: 0.044000
It 33,Best ac:0.001213 1.000000 fi:0.120722. Ave ac:0.001828,0.003088
Initialization: 28.486000
Memcpy Instances: 509.373993
Memcpy Classifiers: 0.093000
Kernel 1: 0.022000
Kernel 2: 587.197998
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.109000
Kernel 1: 0.017000
Kernel 2: 585.846985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 579.567017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 586.471008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.014000
Kernel 2: 581.138000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.126000
Kernel 1: 0.022000
Kernel 2: 591.257019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 575.979980
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.127000
Kernel 1: 0.022000
Kernel 2: 560.848999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 564.340027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.127000
Kernel 1: 0.021000
Kernel 2: 564.504028
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.107000
Kernel 1: 0.022000
Kernel 2: 449.070007
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000830 0.650190 fi:0.482863. Ave ac:0.002040,0.006626
Best acc 0.000830 0.650190
Initialization: 5.919000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.257000
Kernel 1: 0.024000
Kernel 2: 101.230003
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.006036 accuracy2:0.228578
Initialization: 8.134000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.772000
Kernel 1: 0.024000
Kernel 2: 101.815002
Copyback: 0.017000
Sum: 0.030000
It 0,Best ac:0.000971 0.800000 fi:0.299914. Ave ac:0.006052,0.011047
Initialization: 5.856000
Memcpy Classifiers: 0.536000
Memcpy Instances: 9.951000
Kernel 1: 0.023000
Kernel 2: 102.307999
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.000971 0.800000 fi:0.299914. Ave ac:0.005835,0.009388
Initialization: 5.823000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.260000
Kernel 1: 0.024000
Kernel 2: 105.084999
Copyback: 0.018000
Sum: 0.037000
It 2,Best ac:0.001456 0.857143 fi:0.242561. Ave ac:0.005695,0.009303
Initialization: 5.969000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.319000
Kernel 1: 0.022000
Kernel 2: 103.973000
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000728 1.000000 fi:0.150714. Ave ac:0.005773,0.009042
Initialization: 7.389000
Memcpy Classifiers: 0.934000
Memcpy Instances: 12.290000
Kernel 1: 0.023000
Kernel 2: 103.427002
Copyback: 0.016000
Sum: 0.036000
It 4,Best ac:0.000971 1.000000 fi:0.099914. Ave ac:0.007297,0.011918
Initialization: 7.151000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.986000
Kernel 1: 0.032000
Kernel 2: 101.334999
Copyback: 0.018000
Sum: 0.039000
It 5,Best ac:0.001699 1.000000 fi:0.099599. Ave ac:0.005669,0.010207
Initialization: 5.934000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.277000
Kernel 1: 0.024000
Kernel 2: 99.892998
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.000971 1.000000 fi:0.099914. Ave ac:0.003808,0.006597
Initialization: 5.886000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.300000
Kernel 1: 0.024000
Kernel 2: 102.677002
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.002669 1.000000 fi:0.099179. Ave ac:0.004712,0.006645
Initialization: 5.896000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.279000
Kernel 1: 0.026000
Kernel 2: 99.042999
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001942 1.000000 fi:0.099494. Ave ac:0.003253,0.005653
Initialization: 5.914000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.623000
Kernel 1: 0.031000
Kernel 2: 103.396004
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.001456 1.000000 fi:0.099704. Ave ac:0.003646,0.006371
Iteration 10:MDL fitness activated
Error 0.099704 TL 0.040708
MDL Theory Length Weight: 0.8164090714 (3)
Initialization: 6.711000
Memcpy Classifiers: 0.840000
Memcpy Instances: 12.352000
Kernel 1: 0.023000
Kernel 2: 104.593002
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.000971 1.000000 fi:0.126718. Ave ac:0.003465,0.006297
Initialization: 6.133000
Memcpy Classifiers: 0.840000
Memcpy Instances: 10.072000
Kernel 1: 0.023000
Kernel 2: 105.767998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.000971 1.000000 fi:0.130431. Ave ac:0.002873,0.003814
Initialization: 5.912000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.265000
Kernel 1: 0.024000
Kernel 2: 107.323997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001214 1.000000 fi:0.130016. Ave ac:0.002708,0.005478
Initialization: 5.901000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.277000
Kernel 1: 0.023000
Kernel 2: 104.612000
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.000971 1.000000 fi:0.133268. Ave ac:0.002504,0.004405
Initialization: 5.887000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.292000
Kernel 1: 0.024000
Kernel 2: 104.822998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001213 1.000000 fi:0.132846. Ave ac:0.002287,0.003547
Initialization: 5.859000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.272000
Kernel 1: 0.024000
Kernel 2: 105.271004
Copyback: 0.018000
Sum: 0.036000
It 15,Best ac:0.001456 1.000000 fi:0.131200. Ave ac:0.002114,0.003369
Initialization: 5.875000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.255000
Kernel 1: 0.024000
Kernel 2: 107.042000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.000971 1.000000 fi:0.127641. Ave ac:0.002203,0.003139
Initialization: 5.928000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.293000
Kernel 1: 0.022000
Kernel 2: 105.206001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000971 1.000000 fi:0.132631. Ave ac:0.002194,0.003429
Initialization: 6.461000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.816000
Kernel 1: 0.041000
Kernel 2: 105.938004
Copyback: 0.016000
Sum: 0.035000
It 18,Best ac:0.001456 1.000000 fi:0.126094. Ave ac:0.002578,0.004347
Initialization: 5.895000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.280000
Kernel 1: 0.023000
Kernel 2: 105.288002
Copyback: 0.018000
Sum: 0.035000
It 19,Best ac:0.001213 1.000000 fi:0.127518. Ave ac:0.002255,0.003435
Initialization: 5.857000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.267000
Kernel 1: 0.024000
Kernel 2: 103.277000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001942 1.000000 fi:0.129041. Ave ac:0.001869,0.002750
Initialization: 5.880000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.267000
Kernel 1: 0.023000
Kernel 2: 103.545998
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.000971 1.000000 fi:0.123176. Ave ac:0.002290,0.003508
Initialization: 5.949000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.277000
Kernel 1: 0.023000
Kernel 2: 103.771004
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001214 1.000000 fi:0.130326. Ave ac:0.002328,0.003233
Initialization: 5.883000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.298000
Kernel 1: 0.024000
Kernel 2: 103.934998
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000971 1.000000 fi:0.131503. Ave ac:0.001927,0.002703
Initialization: 5.853000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.287000
Kernel 1: 0.024000
Kernel 2: 105.588997
Copyback: 0.372000
Sum: 0.029000
It 24,Best ac:0.000971 1.000000 fi:0.127247. Ave ac:0.002112,0.003100
Initialization: 5.870000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.270000
Kernel 1: 0.024000
Kernel 2: 102.230003
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000971 1.000000 fi:0.126648. Ave ac:0.001964,0.002941
Initialization: 5.835000
Memcpy Classifiers: 0.426000
Memcpy Instances: 8.270000
Kernel 1: 0.023000
Kernel 2: 98.835999
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001456 1.000000 fi:0.124754. Ave ac:0.002227,0.003017
Initialization: 5.878000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.338000
Kernel 1: 0.023000
Kernel 2: 96.514000
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001213 1.000000 fi:0.124912. Ave ac:0.001638,0.002758
Initialization: 5.969000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.272000
Kernel 1: 0.024000
Kernel 2: 97.487999
Copyback: 0.016000
Sum: 0.032000
It 28,Best ac:0.002184 1.000000 fi:0.130105. Ave ac:0.001750,0.002280
Initialization: 7.782000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.606000
Kernel 1: 0.025000
Kernel 2: 95.671997
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.000971 1.000000 fi:0.130364. Ave ac:0.001539,0.002022
Initialization: 5.871000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.302000
Kernel 1: 0.024000
Kernel 2: 99.176003
Copyback: 0.016000
Sum: 0.029000
It 30,Best ac:0.001456 1.000000 fi:0.126859. Ave ac:0.001798,0.002009
MDL Theory Length Weight: 0.7347681642 (10)
Initialization: 5.855000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.282000
Kernel 1: 0.025000
Kernel 2: 95.147003
Copyback: 0.018000
Sum: 0.039000
It 31,Best ac:0.000971 1.000000 fi:0.123665. Ave ac:0.002310,0.002877
Initialization: 5.906000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.273000
Kernel 1: 0.024000
Kernel 2: 95.672997
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001699 1.000000 fi:0.120793. Ave ac:0.001692,0.002275
Initialization: 5.837000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.299000
Kernel 1: 0.024000
Kernel 2: 97.973000
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.001456 1.000000 fi:0.124191. Ave ac:0.002047,0.002719
Initialization: 25.753000
Memcpy Instances: 414.912994
Memcpy Classifiers: 0.077000
Kernel 1: 0.027000
Kernel 2: 593.568970
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 604.598999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 606.293030
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 582.456970
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 598.088989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.011000
Kernel 2: 598.044006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 591.804993
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.109000
Kernel 1: 0.021000
Kernel 2: 605.491028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 576.161987
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 572.031006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 471.880005
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001204 0.727273 fi:0.400184. Ave ac:0.001912,0.006121
Best acc 0.001204 0.727273
Rule:Att PSSM_-4_12 is [>-6.368770]|Att PSSM_-4_16 is [>-3.495166]|Att PSSM_-1_10 is [<2.257391]|Att PSSM_0_1 is [-2.040205,6.712105]|Att PSSM_0_7 is [-6.357927,6.728306]|Att PSSM_0_9 is [>-5.424675]|Att PSSM_0_10 is [-2.007013,4.007013]|Att PSSM_0_12 is [<-2.076148]|Att PSSM_0_15 is [-5.883259,4.030860]|Att PSSM_1_12 is [<-2.565546]|Att PSSM_1_19 is [>-1.549917]|Att PSSM_2_7 is [-5.147542,-1.561374]|Att PSSM_2_12 is [<5.995138]|Att PSSM_2_17 is [-4.783327,2.086711]|Att PSSM_3_11 is [-3.289776,3.289776]|Att PSSM_4_2 is [-6.536943,-1.980134]|Att PSSM_4_20 is [-5.371729,4.338215]|1
Accuracy : 0.771989
0	1	
158129	5951	
47549	23009	
Removed 341 instances. 205678 Instances left. Acc of rule 0.001204-0.727273
Initialization: 5.906000
Memcpy Classifiers: 0.552000
Memcpy Instances: 8.252000
Kernel 1: 0.025000
Kernel 2: 101.648003
Copyback: 0.016000
Sum: 0.040000
Initial population average accuracy1:0.005767 accuracy2:0.229561
Initialization: 5.870000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.236000
Kernel 1: 0.025000
Kernel 2: 101.275002
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.000729 1.000000 fi:0.146249. Ave ac:0.006330,0.011199
Initialization: 6.982000
Memcpy Classifiers: 0.871000
Memcpy Instances: 13.628000
Kernel 1: 0.026000
Kernel 2: 98.575996
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.000729 1.000000 fi:0.146249. Ave ac:0.005763,0.010232
Initialization: 5.980000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.290000
Kernel 1: 0.023000
Kernel 2: 98.140999
Copyback: 0.018000
Sum: 0.040000
It 2,Best ac:0.000973 1.000000 fi:0.099912. Ave ac:0.005222,0.010150
Initialization: 7.474000
Memcpy Classifiers: 0.808000
Memcpy Instances: 12.323000
Kernel 1: 0.023000
Kernel 2: 98.885002
Copyback: 0.016000
Sum: 0.029000
It 3,Best ac:0.000729 1.000000 fi:0.146249. Ave ac:0.005244,0.008205
Initialization: 5.869000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.243000
Kernel 1: 0.024000
Kernel 2: 97.507004
Copyback: 0.018000
Sum: 0.038000
It 4,Best ac:0.001458 1.000000 fi:0.099701. Ave ac:0.005794,0.008399
Initialization: 8.150000
Memcpy Classifiers: 0.816000
Memcpy Instances: 11.808000
Kernel 1: 0.026000
Kernel 2: 94.885002
Copyback: 0.018000
Sum: 0.040000
It 5,Best ac:0.001945 1.000000 fi:0.099490. Ave ac:0.005002,0.007561
Initialization: 6.580000
Memcpy Classifiers: 0.807000
Memcpy Instances: 12.929000
Kernel 1: 0.026000
Kernel 2: 93.913002
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.000729 1.000000 fi:0.146249. Ave ac:0.004241,0.006206
Initialization: 5.833000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.253000
Kernel 1: 0.024000
Kernel 2: 95.806999
Copyback: 0.018000
Sum: 0.043000
It 7,Best ac:0.001458 1.000000 fi:0.099701. Ave ac:0.003778,0.007458
Initialization: 7.626000
Memcpy Classifiers: 0.674000
Memcpy Instances: 11.776000
Kernel 1: 0.025000
Kernel 2: 97.837997
Copyback: 0.018000
Sum: 0.042000
It 8,Best ac:0.000972 1.000000 fi:0.099912. Ave ac:0.004083,0.008403
Initialization: 5.926000
Memcpy Classifiers: 0.504000
Memcpy Instances: 9.531000
Kernel 1: 0.023000
Kernel 2: 98.836998
Copyback: 0.016000
Sum: 0.032000
It 9,Best ac:0.001216 1.000000 fi:0.099806. Ave ac:0.003658,0.007310
Iteration 10:MDL fitness activated
Error 0.099806 TL 0.037369
MDL Theory Length Weight: 0.8902817254 (5)
Initialization: 5.937000
Memcpy Classifiers: 0.462000
Memcpy Instances: 12.442000
Kernel 1: 0.023000
Kernel 2: 100.450996
Copyback: 0.018000
Sum: 0.044000
It 10,Best ac:0.000972 1.000000 fi:0.134977. Ave ac:0.003521,0.007343
Initialization: 6.771000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.927000
Kernel 1: 0.026000
Kernel 2: 96.615997
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.000972 1.000000 fi:0.126854. Ave ac:0.004207,0.008720
Initialization: 8.009000
Memcpy Classifiers: 0.775000
Memcpy Instances: 8.481000
Kernel 1: 0.024000
Kernel 2: 95.132004
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001216 1.000000 fi:0.126719. Ave ac:0.003277,0.005816
Initialization: 5.915000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.240000
Kernel 1: 0.024000
Kernel 2: 96.042999
Copyback: 0.019000
Sum: 0.040000
It 13,Best ac:0.000973 1.000000 fi:0.129721. Ave ac:0.003444,0.005611
Initialization: 5.863000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.282000
Kernel 1: 0.022000
Kernel 2: 94.363998
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000972 1.000000 fi:0.131268. Ave ac:0.003517,0.008502
Initialization: 7.963000
Memcpy Classifiers: 0.482000
Memcpy Instances: 11.553000
Kernel 1: 0.026000
Kernel 2: 92.806000
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.000972 1.000000 fi:0.125490. Ave ac:0.003281,0.005983
Initialization: 7.489000
Memcpy Classifiers: 0.591000
Memcpy Instances: 9.335000
Kernel 1: 0.024000
Kernel 2: 92.440002
Copyback: 0.016000
Sum: 0.028000
It 16,Best ac:0.000972 1.000000 fi:0.125957. Ave ac:0.003116,0.005207
Initialization: 6.253000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.288000
Kernel 1: 0.023000
Kernel 2: 94.273003
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.000972 1.000000 fi:0.119581. Ave ac:0.003697,0.006973
Initialization: 6.015000
Memcpy Classifiers: 0.441000
Memcpy Instances: 10.750000
Kernel 1: 0.023000
Kernel 2: 91.926003
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001702 1.000000 fi:0.126254. Ave ac:0.004719,0.010490
Initialization: 8.022000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.952000
Kernel 1: 0.032000
Kernel 2: 89.170998
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.000973 1.000000 fi:0.119459. Ave ac:0.003605,0.006539
Initialization: 5.923000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.268000
Kernel 1: 0.023000
Kernel 2: 91.931000
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.000973 1.000000 fi:0.123335. Ave ac:0.002991,0.004750
Initialization: 5.885000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.455000
Kernel 1: 0.030000
Kernel 2: 92.609001
Copyback: 0.018000
Sum: 0.037000
It 21,Best ac:0.001216 1.000000 fi:0.119311. Ave ac:0.003350,0.006153
Initialization: 6.014000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.239000
Kernel 1: 0.023000
Kernel 2: 94.822998
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.000973 1.000000 fi:0.130718. Ave ac:0.002333,0.003546
Initialization: 5.807000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.264000
Kernel 1: 0.023000
Kernel 2: 89.653999
Copyback: 0.372000
Sum: 0.029000
It 23,Best ac:0.000973 1.000000 fi:0.126570. Ave ac:0.002371,0.004287
Initialization: 5.908000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.258000
Kernel 1: 0.023000
Kernel 2: 91.244003
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.000973 1.000000 fi:0.125912. Ave ac:0.001892,0.003010
Initialization: 5.770000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.278000
Kernel 1: 0.023000
Kernel 2: 92.739998
Copyback: 0.016000
Sum: 0.030000
It 25,Best ac:0.001216 1.000000 fi:0.119311. Ave ac:0.002147,0.003640
Initialization: 6.015000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.243000
Kernel 1: 0.024000
Kernel 2: 95.505997
Copyback: 0.018000
Sum: 0.038000
It 26,Best ac:0.000972 1.000000 fi:0.127662. Ave ac:0.002429,0.005657
Initialization: 5.913000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.241000
Kernel 1: 0.023000
Kernel 2: 95.667999
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001945 1.000000 fi:0.124539. Ave ac:0.002601,0.005343
Initialization: 5.835000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.270000
Kernel 1: 0.024000
Kernel 2: 95.851997
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001215 1.000000 fi:0.126753. Ave ac:0.001563,0.002303
Initialization: 5.851000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.293000
Kernel 1: 0.033000
Kernel 2: 94.257004
Copyback: 0.018000
Sum: 0.032000
It 29,Best ac:0.000972 1.000000 fi:0.118516. Ave ac:0.001798,0.002799
Initialization: 7.243000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.304000
Kernel 1: 0.025000
Kernel 2: 93.282997
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001458 1.000000 fi:0.118822. Ave ac:0.001995,0.003360
Initialization: 6.385000
Memcpy Classifiers: 0.649000
Memcpy Instances: 9.811000
Kernel 1: 0.023000
Kernel 2: 89.967003
Copyback: 0.018000
Sum: 0.040000
It 31,Best ac:0.001216 1.000000 fi:0.119230. Ave ac:0.001757,0.002145
Initialization: 7.851000
Memcpy Classifiers: 0.408000
Memcpy Instances: 9.165000
Kernel 1: 0.032000
Kernel 2: 89.293999
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001216 1.000000 fi:0.112104. Ave ac:0.001887,0.004995
Initialization: 8.654000
Memcpy Classifiers: 0.637000
Memcpy Instances: 10.578000
Kernel 1: 0.024000
Kernel 2: 91.649002
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.000972 1.000000 fi:0.127513. Ave ac:0.001681,0.003373
Initialization: 25.658001
Memcpy Instances: 471.513000
Memcpy Classifiers: 0.118000
Kernel 1: 0.032000
Kernel 2: 545.387024
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.105000
Kernel 1: 0.020000
Kernel 2: 518.932007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.018000
Kernel 2: 535.757996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 529.377014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.087000
Kernel 1: 0.013000
Kernel 2: 567.940002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 546.398010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.100000
Kernel 1: 0.017000
Kernel 2: 540.262024
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 536.013000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 552.456970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.016000
Kernel 2: 560.333008
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 421.455994
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000807 0.721739 fi:0.397366. Ave ac:0.002081,0.007284
Best acc 0.000807 0.721739
Initialization: 6.384000
Memcpy Classifiers: 0.576000
Memcpy Instances: 9.226000
Kernel 1: 0.034000
Kernel 2: 100.300003
Copyback: 0.019000
Sum: 0.052000
Initial population average accuracy1:0.005012 accuracy2:0.225641
Initialization: 6.929000
Memcpy Classifiers: 0.541000
Memcpy Instances: 10.396000
Kernel 1: 0.026000
Kernel 2: 101.262001
Copyback: 0.018000
Sum: 0.062000
It 0,Best ac:0.001216 0.714286 fi:0.385520. Ave ac:0.006455,0.010306
Initialization: 7.331000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.257000
Kernel 1: 0.024000
Kernel 2: 100.154999
Copyback: 0.018000
Sum: 0.044000
It 1,Best ac:0.001215 1.000000 fi:0.099806. Ave ac:0.006114,0.010237
Initialization: 6.450000
Memcpy Classifiers: 0.839000
Memcpy Instances: 10.943000
Kernel 1: 0.033000
Kernel 2: 98.100998
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000973 1.000000 fi:0.099912. Ave ac:0.005480,0.010458
Initialization: 7.783000
Memcpy Classifiers: 0.840000
Memcpy Instances: 8.856000
Kernel 1: 0.023000
Kernel 2: 96.037003
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000729 1.000000 fi:0.146249. Ave ac:0.004541,0.007002
Initialization: 7.375000
Memcpy Classifiers: 0.777000
Memcpy Instances: 8.768000
Kernel 1: 0.023000
Kernel 2: 95.396004
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000972 1.000000 fi:0.099912. Ave ac:0.004841,0.007455
Initialization: 6.511000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.539000
Kernel 1: 0.032000
Kernel 2: 94.296997
Copyback: 0.017000
Sum: 0.059000
It 5,Best ac:0.000729 1.000000 fi:0.146249. Ave ac:0.004647,0.009525
Initialization: 6.406000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.236000
Kernel 1: 0.024000
Kernel 2: 93.458000
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.000973 1.000000 fi:0.099912. Ave ac:0.004374,0.007251
Initialization: 6.014000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.642000
Kernel 1: 0.026000
Kernel 2: 91.431000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001215 1.000000 fi:0.099806. Ave ac:0.004769,0.009037
Initialization: 7.369000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.316000
Kernel 1: 0.023000
Kernel 2: 89.364998
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.002431 1.000000 fi:0.099279. Ave ac:0.003568,0.007117
Initialization: 6.475000
Memcpy Classifiers: 0.426000
Memcpy Instances: 8.258000
Kernel 1: 0.024000
Kernel 2: 89.876999
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.000972 1.000000 fi:0.099912. Ave ac:0.004295,0.008634
Iteration 10:MDL fitness activated
Error 0.099912 TL 0.028477
MDL Theory Length Weight: 1.1695195587 (2)
Initialization: 7.344000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.247000
Kernel 1: 0.023000
Kernel 2: 92.171997
Copyback: 0.019000
Sum: 0.041000
It 10,Best ac:0.000973 1.000000 fi:0.130252. Ave ac:0.003443,0.006226
Initialization: 6.675000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.404000
Kernel 1: 0.023000
Kernel 2: 93.519997
Copyback: 0.019000
Sum: 0.038000
It 11,Best ac:0.000972 1.000000 fi:0.138322. Ave ac:0.003437,0.007675
Initialization: 7.008000
Memcpy Classifiers: 0.482000
Memcpy Instances: 10.688000
Kernel 1: 0.028000
Kernel 2: 87.899002
Copyback: 0.019000
Sum: 0.039000
It 12,Best ac:0.000972 1.000000 fi:0.123652. Ave ac:0.003844,0.007940
Initialization: 6.670000
Memcpy Classifiers: 0.866000
Memcpy Instances: 11.578000
Kernel 1: 0.023000
Kernel 2: 85.884003
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.001458 1.000000 fi:0.121739. Ave ac:0.003571,0.007251
Initialization: 6.022000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.231000
Kernel 1: 0.025000
Kernel 2: 85.896004
Copyback: 0.019000
Sum: 0.043000
It 14,Best ac:0.001702 1.000000 fi:0.128258. Ave ac:0.004206,0.009136
Initialization: 6.972000
Memcpy Classifiers: 0.367000
Memcpy Instances: 8.332000
Kernel 1: 0.022000
Kernel 2: 81.328003
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001215 1.000000 fi:0.151837. Ave ac:0.003691,0.009480
Initialization: 7.009000
Memcpy Classifiers: 0.502000
Memcpy Instances: 10.497000
Kernel 1: 0.032000
Kernel 2: 82.680000
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.000972 1.000000 fi:0.141134. Ave ac:0.003538,0.008319
Initialization: 6.757000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.943000
Kernel 1: 0.031000
Kernel 2: 79.419998
Copyback: 0.019000
Sum: 0.035000
It 17,Best ac:0.001216 1.000000 fi:0.125708. Ave ac:0.003156,0.006275
Initialization: 6.466000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.819000
Kernel 1: 0.025000
Kernel 2: 77.494003
Copyback: 0.018000
Sum: 0.041000
It 18,Best ac:0.001215 1.000000 fi:0.121625. Ave ac:0.002947,0.008517
Initialization: 5.929000
Memcpy Classifiers: 0.533000
Memcpy Instances: 12.587000
Kernel 1: 0.038000
Kernel 2: 75.508003
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.000972 1.000000 fi:0.127851. Ave ac:0.003084,0.009258
Initialization: 7.821000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.943000
Kernel 1: 0.026000
Kernel 2: 77.240997
Copyback: 0.018000
Sum: 0.043000
It 20,Best ac:0.001945 1.000000 fi:0.122449. Ave ac:0.003248,0.010299
Initialization: 7.360000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.172000
Kernel 1: 0.023000
Kernel 2: 75.841003
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.000972 1.000000 fi:0.125753. Ave ac:0.004262,0.011551
Initialization: 7.367000
Memcpy Classifiers: 0.484000
Memcpy Instances: 10.741000
Kernel 1: 0.022000
Kernel 2: 73.441002
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.001702 1.000000 fi:0.132673. Ave ac:0.003919,0.008915
Initialization: 5.930000
Memcpy Classifiers: 0.322000
Memcpy Instances: 12.135000
Kernel 1: 0.025000
Kernel 2: 72.308998
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.000973 1.000000 fi:0.121731. Ave ac:0.003063,0.004786
Initialization: 8.190000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.494000
Kernel 1: 0.032000
Kernel 2: 72.577003
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001216 1.000000 fi:0.121845. Ave ac:0.002526,0.004914
Initialization: 5.940000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 73.324997
Copyback: 0.018000
Sum: 0.037000
It 25,Best ac:0.000972 1.000000 fi:0.126884. Ave ac:0.002471,0.004799
Initialization: 7.220000
Memcpy Classifiers: 0.514000
Memcpy Instances: 9.739000
Kernel 1: 0.033000
Kernel 2: 73.313004
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.001216 1.000000 fi:0.136687. Ave ac:0.002481,0.006299
Initialization: 7.539000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.261000
Kernel 1: 0.024000
Kernel 2: 74.013000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001215 1.000000 fi:0.131305. Ave ac:0.003538,0.006309
MDL Theory Length Weight: 1.0525676029 (10)
Initialization: 6.783000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.486000
Kernel 1: 0.023000
Kernel 2: 72.565002
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.000972 1.000000 fi:0.119273. Ave ac:0.003472,0.009055
Initialization: 8.493000
Memcpy Classifiers: 0.339000
Memcpy Instances: 11.391000
Kernel 1: 0.032000
Kernel 2: 72.429001
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.002431 1.000000 fi:0.116773. Ave ac:0.004331,0.011856
Initialization: 6.085000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.263000
Kernel 1: 0.024000
Kernel 2: 72.686996
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000972 1.000000 fi:0.121278. Ave ac:0.001884,0.004666
Initialization: 7.742000
Memcpy Classifiers: 0.503000
Memcpy Instances: 10.610000
Kernel 1: 0.023000
Kernel 2: 70.588997
Copyback: 0.018000
Sum: 0.037000
It 31,Best ac:0.001215 1.000000 fi:0.122458. Ave ac:0.002774,0.005079
Initialization: 5.865000
Memcpy Classifiers: 0.351000
Memcpy Instances: 11.064000
Kernel 1: 0.027000
Kernel 2: 70.272003
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.000972 1.000000 fi:0.118754. Ave ac:0.002199,0.005588
Initialization: 5.928000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.584000
Kernel 1: 0.031000
Kernel 2: 71.448997
Copyback: 0.016000
Sum: 0.028000
It 33,Best ac:0.002431 1.000000 fi:0.120993. Ave ac:0.002539,0.004425
Initialization: 30.445999
Memcpy Instances: 479.808014
Memcpy Classifiers: 0.081000
Kernel 1: 0.025000
Kernel 2: 460.518005
Copyback: 0.016000
Sum: 0.020000
Memcpy Classifiers: 0.117000
Kernel 1: 0.022000
Kernel 2: 476.600006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 482.260010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 462.493011
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.116000
Kernel 1: 0.021000
Kernel 2: 445.118011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 459.135986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 463.138000
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.116000
Kernel 1: 0.022000
Kernel 2: 478.575989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 466.524994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 458.881012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 368.256012
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001002 0.641745 fi:0.486503. Ave ac:0.002926,0.013797
Best acc 0.001002 0.641745
Rule:Att PSSM_-4_12 is [-6.383591,2.773083]|Att PSSM_-1_1 is [-2.752174,5.592823]|Att PSSM_0_1 is [>4.938139]|Att PSSM_0_7 is [<-2.698381]|Att PSSM_0_10 is [-1.907769,5.006096]|Att PSSM_1_4 is [>-4.098392]|Att PSSM_2_13 is [<6.602966]|Att PSSM_3_5 is [-6.179448,2.624305]|1
Accuracy : 0.772424
0	1	
158065	6015	
47383	23175	
Removed 230 instances. 205448 Instances left. Acc of rule 0.000807-0.721739
Initialization: 7.459000
Memcpy Classifiers: 0.578000
Memcpy Instances: 8.309000
Kernel 1: 0.025000
Kernel 2: 101.509003
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.004917 accuracy2:0.220900
Initialization: 8.421000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.310000
Kernel 1: 0.023000
Kernel 2: 100.853996
Copyback: 0.018000
Sum: 0.064000
It 0,Best ac:0.000730 1.000000 fi:0.143547. Ave ac:0.006466,0.013739
Initialization: 7.060000
Memcpy Classifiers: 0.935000
Memcpy Instances: 9.916000
Kernel 1: 0.034000
Kernel 2: 99.068001
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.001460 1.000000 fi:0.099699. Ave ac:0.006266,0.011269
Initialization: 5.916000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.157000
Kernel 1: 0.028000
Kernel 2: 98.905998
Copyback: 0.018000
Sum: 0.040000
It 2,Best ac:0.001217 1.000000 fi:0.099804. Ave ac:0.005674,0.008489
Initialization: 7.883000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.650000
Kernel 1: 0.028000
Kernel 2: 95.877998
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001460 1.000000 fi:0.099698. Ave ac:0.004668,0.006772
Initialization: 6.464000
Memcpy Classifiers: 0.839000
Memcpy Instances: 11.767000
Kernel 1: 0.025000
Kernel 2: 93.082001
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.000973 1.000000 fi:0.099910. Ave ac:0.003908,0.007731
Initialization: 5.882000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.349000
Kernel 1: 0.033000
Kernel 2: 93.021004
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.000730 1.000000 fi:0.142643. Ave ac:0.005484,0.010614
Initialization: 7.503000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.602000
Kernel 1: 0.025000
Kernel 2: 92.444000
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001460 1.000000 fi:0.099699. Ave ac:0.005002,0.008472
Initialization: 6.743000
Memcpy Classifiers: 0.807000
Memcpy Instances: 13.096000
Kernel 1: 0.026000
Kernel 2: 89.208000
Copyback: 0.016000
Sum: 0.031000
It 7,Best ac:0.000730 1.000000 fi:0.143547. Ave ac:0.003982,0.005594
Initialization: 7.141000
Memcpy Classifiers: 0.806000
Memcpy Instances: 10.857000
Kernel 1: 0.026000
Kernel 2: 89.906998
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.000974 1.000000 fi:0.099910. Ave ac:0.003638,0.005441
Initialization: 6.497000
Memcpy Classifiers: 0.854000
Memcpy Instances: 11.860000
Kernel 1: 0.026000
Kernel 2: 89.274002
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.002190 1.000000 fi:0.099381. Ave ac:0.004065,0.006071
Iteration 10:MDL fitness activated
Error 0.099381 TL 0.044422
MDL Theory Length Weight: 0.7457420093 (1)
Initialization: 7.276000
Memcpy Classifiers: 0.616000
Memcpy Instances: 8.432000
Kernel 1: 0.023000
Kernel 2: 91.257004
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001217 1.000000 fi:0.130664. Ave ac:0.003130,0.005221
Initialization: 8.510000
Memcpy Classifiers: 0.713000
Memcpy Instances: 10.647000
Kernel 1: 0.024000
Kernel 2: 91.761002
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.000973 0.800000 fi:0.328749. Ave ac:0.003951,0.007494
Initialization: 8.322000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.744000
Kernel 1: 0.032000
Kernel 2: 93.176003
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.000973 1.000000 fi:0.130897. Ave ac:0.004053,0.007739
Initialization: 7.824000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.409000
Kernel 1: 0.033000
Kernel 2: 94.844002
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.001461 1.000000 fi:0.124520. Ave ac:0.003262,0.006151
Initialization: 5.862000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.293000
Kernel 1: 0.024000
Kernel 2: 99.400002
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.000973 1.000000 fi:0.126111. Ave ac:0.002278,0.002941
Initialization: 7.953000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.276000
Kernel 1: 0.024000
Kernel 2: 97.905998
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000973 1.000000 fi:0.124571. Ave ac:0.002016,0.002864
Initialization: 7.608000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.288000
Kernel 1: 0.024000
Kernel 2: 96.693001
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001947 1.000000 fi:0.124701. Ave ac:0.002458,0.003635
Initialization: 6.720000
Memcpy Classifiers: 0.442000
Memcpy Instances: 9.297000
Kernel 1: 0.023000
Kernel 2: 92.278000
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000973 1.000000 fi:0.132417. Ave ac:0.002669,0.004398
Initialization: 7.423000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.280000
Kernel 1: 0.024000
Kernel 2: 93.169998
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.001217 1.000000 fi:0.127298. Ave ac:0.002725,0.006402
Initialization: 5.928000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.257000
Kernel 1: 0.022000
Kernel 2: 93.186996
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.000973 1.000000 fi:0.125190. Ave ac:0.002355,0.003379
Initialization: 5.879000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.259000
Kernel 1: 0.023000
Kernel 2: 91.961998
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001217 1.000000 fi:0.122890. Ave ac:0.002260,0.004183
Initialization: 5.925000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.251000
Kernel 1: 0.024000
Kernel 2: 90.779999
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001217 1.000000 fi:0.124680. Ave ac:0.002776,0.003923
Initialization: 5.887000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.256000
Kernel 1: 0.023000
Kernel 2: 90.478996
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.002190 1.000000 fi:0.116027. Ave ac:0.002401,0.003573
Initialization: 5.980000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.242000
Kernel 1: 0.023000
Kernel 2: 90.050003
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.001217 1.000000 fi:0.125857. Ave ac:0.001939,0.002825
Initialization: 5.890000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.274000
Kernel 1: 0.023000
Kernel 2: 89.262001
Copyback: 0.017000
Sum: 0.039000
It 24,Best ac:0.000973 1.000000 fi:0.118838. Ave ac:0.002508,0.003318
Initialization: 5.812000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.252000
Kernel 1: 0.024000
Kernel 2: 90.064003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.000974 1.000000 fi:0.125241. Ave ac:0.002607,0.003888
Initialization: 5.965000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.226000
Kernel 1: 0.022000
Kernel 2: 88.193001
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001460 1.000000 fi:0.121563. Ave ac:0.002401,0.004977
Initialization: 5.870000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.261000
Kernel 1: 0.023000
Kernel 2: 87.780998
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000973 1.000000 fi:0.116578. Ave ac:0.002796,0.003353
Initialization: 5.838000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.262000
Kernel 1: 0.023000
Kernel 2: 91.146004
Copyback: 0.016000
Sum: 0.033000
It 28,Best ac:0.001704 1.000000 fi:0.120482. Ave ac:0.002052,0.002773
Initialization: 5.865000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.246000
Kernel 1: 0.024000
Kernel 2: 91.385002
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001704 1.000000 fi:0.122464. Ave ac:0.002683,0.004339
Initialization: 5.853000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.259000
Kernel 1: 0.024000
Kernel 2: 91.813004
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001217 1.000000 fi:0.121669. Ave ac:0.002455,0.003281
Initialization: 5.953000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.264000
Kernel 1: 0.023000
Kernel 2: 90.242996
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001217 1.000000 fi:0.122355. Ave ac:0.002199,0.003329
MDL Theory Length Weight: 0.6711678083 (10)
Initialization: 5.851000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.265000
Kernel 1: 0.024000
Kernel 2: 90.449997
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001461 1.000000 fi:0.119219. Ave ac:0.002274,0.003078
Initialization: 5.903000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.231000
Kernel 1: 0.024000
Kernel 2: 90.155998
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001460 1.000000 fi:0.113139. Ave ac:0.002137,0.002594
Initialization: 25.889000
Memcpy Instances: 411.815002
Memcpy Classifiers: 0.089000
Kernel 1: 0.026000
Kernel 2: 513.723022
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.103000
Kernel 1: 0.016000
Kernel 2: 525.643982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 544.731018
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 538.192017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 524.007019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 535.713013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 517.768982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 532.749023
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 523.994995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.120000
Kernel 1: 0.022000
Kernel 2: 529.922974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 420.755005
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000857 0.712551 fi:0.406932. Ave ac:0.001921,0.006052
Best acc 0.000857 0.712551
Initialization: 6.661000
Memcpy Classifiers: 0.544000
Memcpy Instances: 8.250000
Kernel 1: 0.024000
Kernel 2: 101.274002
Copyback: 0.017000
Sum: 0.036000
Initial population average accuracy1:0.005817 accuracy2:0.225146
Initialization: 5.885000
Memcpy Classifiers: 0.537000
Memcpy Instances: 8.263000
Kernel 1: 0.024000
Kernel 2: 101.059998
Copyback: 0.018000
Sum: 0.040000
It 0,Best ac:0.000730 1.000000 fi:0.143547. Ave ac:0.005907,0.009573
Initialization: 6.883000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.286000
Kernel 1: 0.022000
Kernel 2: 97.407997
Copyback: 0.018000
Sum: 0.041000
It 1,Best ac:0.000730 1.000000 fi:0.143547. Ave ac:0.005715,0.008847
Initialization: 5.996000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.273000
Kernel 1: 0.024000
Kernel 2: 96.084999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000730 1.000000 fi:0.143547. Ave ac:0.004440,0.007120
Initialization: 7.469000
Memcpy Classifiers: 0.470000
Memcpy Instances: 12.515000
Kernel 1: 0.026000
Kernel 2: 95.532997
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001461 1.000000 fi:0.099698. Ave ac:0.004271,0.005965
Initialization: 7.064000
Memcpy Classifiers: 0.640000
Memcpy Instances: 9.050000
Kernel 1: 0.033000
Kernel 2: 92.959000
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000973 1.000000 fi:0.099910. Ave ac:0.004399,0.005840
Initialization: 6.010000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.807000
Kernel 1: 0.024000
Kernel 2: 95.361000
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.000730 1.000000 fi:0.143547. Ave ac:0.004773,0.006726
Initialization: 7.007000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.237000
Kernel 1: 0.024000
Kernel 2: 94.768997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001704 1.000000 fi:0.099592. Ave ac:0.005036,0.007991
Initialization: 6.762000
Memcpy Classifiers: 0.446000
Memcpy Instances: 10.828000
Kernel 1: 0.027000
Kernel 2: 96.013000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.000730 1.000000 fi:0.143547. Ave ac:0.005209,0.007319
Initialization: 8.164000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.244000
Kernel 1: 0.024000
Kernel 2: 96.389000
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.000974 1.000000 fi:0.099910. Ave ac:0.005549,0.009704
Initialization: 7.665000
Memcpy Classifiers: 0.638000
Memcpy Instances: 9.636000
Kernel 1: 0.032000
Kernel 2: 95.723000
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.000973 1.000000 fi:0.099910. Ave ac:0.004842,0.006627
Iteration 10:MDL fitness activated
Error 0.099910 TL 0.043923
MDL Theory Length Weight: 0.7582255385 (4)
Initialization: 7.874000
Memcpy Classifiers: 0.621000
Memcpy Instances: 10.553000
Kernel 1: 0.023000
Kernel 2: 94.677002
Copyback: 0.021000
Sum: 0.033000
It 10,Best ac:0.001217 1.000000 fi:0.130150. Ave ac:0.004288,0.005624
Initialization: 5.929000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.577000
Kernel 1: 0.033000
Kernel 2: 92.289001
Copyback: 0.372000
Sum: 0.040000
It 11,Best ac:0.001217 1.000000 fi:0.129332. Ave ac:0.003963,0.005868
Initialization: 6.855000
Memcpy Classifiers: 0.430000
Memcpy Instances: 10.570000
Kernel 1: 0.024000
Kernel 2: 90.365997
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.000973 1.000000 fi:0.128376. Ave ac:0.003808,0.005473
Initialization: 5.821000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.268000
Kernel 1: 0.023000
Kernel 2: 91.867996
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001217 1.000000 fi:0.120538. Ave ac:0.003761,0.006966
Initialization: 5.872000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.252000
Kernel 1: 0.024000
Kernel 2: 89.394997
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.002190 1.000000 fi:0.120755. Ave ac:0.003719,0.005748
Initialization: 5.844000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.263000
Kernel 1: 0.023000
Kernel 2: 90.348000
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000973 1.000000 fi:0.129167. Ave ac:0.002631,0.004331
Initialization: 7.254000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.261000
Kernel 1: 0.024000
Kernel 2: 91.303001
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000973 1.000000 fi:0.118050. Ave ac:0.002800,0.006847
Initialization: 5.802000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.268000
Kernel 1: 0.023000
Kernel 2: 88.084000
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000973 1.000000 fi:0.126720. Ave ac:0.002993,0.004468
Initialization: 5.858000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.252000
Kernel 1: 0.024000
Kernel 2: 90.941002
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001460 1.000000 fi:0.128412. Ave ac:0.003061,0.004832
Initialization: 5.819000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.238000
Kernel 1: 0.024000
Kernel 2: 92.847000
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001217 1.000000 fi:0.118916. Ave ac:0.002486,0.004400
Initialization: 5.930000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.270000
Kernel 1: 0.024000
Kernel 2: 90.227997
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.002190 1.000000 fi:0.121634. Ave ac:0.002826,0.003572
Initialization: 5.909000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.240000
Kernel 1: 0.024000
Kernel 2: 90.072998
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.000973 1.000000 fi:0.126165. Ave ac:0.002891,0.004821
Initialization: 5.833000
Memcpy Classifiers: 0.407000
Memcpy Instances: 8.249000
Kernel 1: 0.025000
Kernel 2: 89.626999
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.001947 1.000000 fi:0.122719. Ave ac:0.002624,0.004271
Initialization: 5.863000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.240000
Kernel 1: 0.024000
Kernel 2: 91.775002
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.001217 1.000000 fi:0.123915. Ave ac:0.002282,0.003543
Initialization: 5.857000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.247000
Kernel 1: 0.024000
Kernel 2: 93.207001
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001461 1.000000 fi:0.114738. Ave ac:0.002438,0.003732
Initialization: 5.765000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.259000
Kernel 1: 0.025000
Kernel 2: 94.931999
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001704 1.000000 fi:0.127227. Ave ac:0.002584,0.004063
Initialization: 5.894000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.404000
Kernel 1: 0.022000
Kernel 2: 96.470001
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.000973 1.000000 fi:0.133392. Ave ac:0.002526,0.004292
Initialization: 5.919000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.255000
Kernel 1: 0.024000
Kernel 2: 94.997002
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001460 1.000000 fi:0.117839. Ave ac:0.003235,0.005519
Initialization: 5.926000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.244000
Kernel 1: 0.023000
Kernel 2: 95.332001
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.000973 1.000000 fi:0.119361. Ave ac:0.001939,0.003344
Initialization: 5.922000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.255000
Kernel 1: 0.023000
Kernel 2: 93.128998
Copyback: 0.016000
Sum: 0.027000
It 29,Best ac:0.001217 1.000000 fi:0.125983. Ave ac:0.002175,0.004002
Initialization: 5.875000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.265000
Kernel 1: 0.024000
Kernel 2: 92.862999
Copyback: 0.016000
Sum: 0.030000
It 30,Best ac:0.001217 1.000000 fi:0.126994. Ave ac:0.001988,0.003303
Initialization: 5.886000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.232000
Kernel 1: 0.023000
Kernel 2: 94.959000
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.001704 1.000000 fi:0.117733. Ave ac:0.002988,0.004478
Initialization: 5.965000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.248000
Kernel 1: 0.023000
Kernel 2: 95.264000
Copyback: 0.016000
Sum: 0.029000
It 32,Best ac:0.000974 1.000000 fi:0.120313. Ave ac:0.002360,0.003702
Initialization: 5.880000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.297000
Kernel 1: 0.023000
Kernel 2: 97.024002
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000973 1.000000 fi:0.119361. Ave ac:0.002333,0.003377
MDL Theory Length Weight: 0.6824029847 (10)
Initialization: 25.840000
Memcpy Instances: 490.985992
Memcpy Classifiers: 0.123000
Kernel 1: 0.034000
Kernel 2: 545.541016
Copyback: 0.017000
Sum: 0.019000
Memcpy Classifiers: 0.122000
Kernel 1: 0.022000
Kernel 2: 564.817993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 552.888977
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.103000
Kernel 1: 0.015000
Kernel 2: 557.880005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 555.841003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 558.801025
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 571.299988
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.120000
Kernel 1: 0.021000
Kernel 2: 576.968994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.016000
Kernel 2: 555.611023
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.021000
Kernel 2: 567.682983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.086000
Kernel 1: 0.016000
Kernel 2: 447.283997
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000881 0.660584 fi:0.465209. Ave ac:0.002547,0.008419
Best acc 0.000881 0.660584
Rule:Att PSSM_-3_7 is [-6.639939,-1.360061]|Att PSSM_-3_11 is [-6.426925,0.426925]|Att PSSM_0_10 is [>1.602965]|Att PSSM_0_12 is [<-3.486829]|Att PSSM_1_13 is [>-3.571944]|Att PSSM_2_4 is [<1.401361]|Att PSSM_3_20 is [-2.145678,4.839196]|Att PSSM_4_7 is [<-2.613048]|Att PSSM_4_9 is [<4.476441]|Att PSSM_4_15 is [<-0.020323]|1
Accuracy : 0.772871
0	1	
157994	6086	
47207	23351	
Removed 247 instances. 205201 Instances left. Acc of rule 0.000857-0.712551
Initialization: 5.920000
Memcpy Classifiers: 0.562000
Memcpy Instances: 8.247000
Kernel 1: 0.024000
Kernel 2: 100.382004
Copyback: 0.018000
Sum: 0.040000
Initial population average accuracy1:0.005365 accuracy2:0.231326
Initialization: 5.879000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.548000
Kernel 1: 0.023000
Kernel 2: 100.447998
Copyback: 0.017000
Sum: 0.029000
It 0,Best ac:0.000731 1.000000 fi:0.139918. Ave ac:0.006387,0.011626
Initialization: 5.877000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.264000
Kernel 1: 0.024000
Kernel 2: 100.614998
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001218 1.000000 fi:0.099802. Ave ac:0.007058,0.013702
Initialization: 5.907000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.230000
Kernel 1: 0.023000
Kernel 2: 98.555000
Copyback: 0.017000
Sum: 0.025000
It 2,Best ac:0.001949 1.000000 fi:0.099483. Ave ac:0.005569,0.011212
Initialization: 5.866000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.246000
Kernel 1: 0.024000
Kernel 2: 96.262001
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.001949 0.888889 fi:0.210594. Ave ac:0.003852,0.006836
Initialization: 5.866000
Memcpy Classifiers: 0.510000
Memcpy Instances: 8.240000
Kernel 1: 0.023000
Kernel 2: 97.870003
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.000731 1.000000 fi:0.139918. Ave ac:0.003707,0.005819
Initialization: 7.575000
Memcpy Classifiers: 0.838000
Memcpy Instances: 11.599000
Kernel 1: 0.023000
Kernel 2: 96.818001
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.000974 1.000000 fi:0.099909. Ave ac:0.003382,0.004898
Initialization: 7.413000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.888000
Kernel 1: 0.024000
Kernel 2: 94.968002
Copyback: 0.018000
Sum: 0.038000
It 6,Best ac:0.000731 1.000000 fi:0.139918. Ave ac:0.003228,0.004964
Initialization: 6.552000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.713000
Kernel 1: 0.032000
Kernel 2: 97.754997
Copyback: 0.018000
Sum: 0.043000
It 7,Best ac:0.000975 1.000000 fi:0.099909. Ave ac:0.002839,0.004175
Initialization: 6.833000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.369000
Kernel 1: 0.031000
Kernel 2: 95.209999
Copyback: 0.017000
Sum: 0.039000
It 8,Best ac:0.000975 1.000000 fi:0.099909. Ave ac:0.002421,0.003237
Initialization: 5.852000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.225000
Kernel 1: 0.024000
Kernel 2: 93.887001
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001462 1.000000 fi:0.099696. Ave ac:0.002887,0.003646
Iteration 10:MDL fitness activated
Error 0.099696 TL 0.043641
MDL Theory Length Weight: 0.7614894755 (8)
Initialization: 5.871000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.245000
Kernel 1: 0.023000
Kernel 2: 95.138000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000975 1.000000 fi:0.120333. Ave ac:0.002496,0.004668
Initialization: 5.855000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.227000
Kernel 1: 0.023000
Kernel 2: 91.762001
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.001218 1.000000 fi:0.123495. Ave ac:0.002199,0.002810
Initialization: 5.843000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.289000
Kernel 1: 0.024000
Kernel 2: 91.800003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001218 1.000000 fi:0.120311. Ave ac:0.002277,0.003488
Initialization: 5.777000
Memcpy Classifiers: 0.425000
Memcpy Instances: 8.262000
Kernel 1: 0.023000
Kernel 2: 92.527000
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.000975 1.000000 fi:0.134121. Ave ac:0.002190,0.002887
Initialization: 5.874000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.244000
Kernel 1: 0.023000
Kernel 2: 93.410004
Copyback: 0.371000
Sum: 0.028000
It 14,Best ac:0.000974 1.000000 fi:0.125138. Ave ac:0.002382,0.003831
Initialization: 5.862000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.239000
Kernel 1: 0.023000
Kernel 2: 92.245003
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.001218 1.000000 fi:0.127277. Ave ac:0.002205,0.003785
Initialization: 5.900000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.218000
Kernel 1: 0.024000
Kernel 2: 91.690002
Copyback: 0.016000
Sum: 0.028000
It 16,Best ac:0.000975 1.000000 fi:0.129191. Ave ac:0.001684,0.002623
Initialization: 5.855000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.335000
Kernel 1: 0.027000
Kernel 2: 90.939003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000975 1.000000 fi:0.117248. Ave ac:0.001872,0.002747
Initialization: 5.881000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.266000
Kernel 1: 0.023000
Kernel 2: 92.827003
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001218 1.000000 fi:0.123504. Ave ac:0.002401,0.002959
Initialization: 5.756000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.243000
Kernel 1: 0.024000
Kernel 2: 94.012001
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.001218 1.000000 fi:0.125031. Ave ac:0.002628,0.003489
Initialization: 5.930000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.221000
Kernel 1: 0.024000
Kernel 2: 90.339996
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.000975 1.000000 fi:0.123902. Ave ac:0.002660,0.003800
Initialization: 5.843000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.241000
Kernel 1: 0.024000
Kernel 2: 92.166000
Copyback: 0.018000
Sum: 0.027000
It 21,Best ac:0.001462 1.000000 fi:0.121909. Ave ac:0.002151,0.003014
Initialization: 7.843000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.574000
Kernel 1: 0.024000
Kernel 2: 89.155998
Copyback: 0.018000
Sum: 0.038000
It 22,Best ac:0.001462 1.000000 fi:0.122096. Ave ac:0.002701,0.004360
Initialization: 5.880000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.249000
Kernel 1: 0.024000
Kernel 2: 87.641998
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.000975 1.000000 fi:0.123150. Ave ac:0.002729,0.005320
Initialization: 5.884000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.237000
Kernel 1: 0.024000
Kernel 2: 86.491997
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.001218 1.000000 fi:0.116491. Ave ac:0.002685,0.005916
Initialization: 5.938000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.241000
Kernel 1: 0.024000
Kernel 2: 86.591003
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001706 1.000000 fi:0.122319. Ave ac:0.002834,0.005395
Initialization: 5.911000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.220000
Kernel 1: 0.023000
Kernel 2: 86.052002
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.000975 1.000000 fi:0.117337. Ave ac:0.002357,0.004279
Initialization: 5.926000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.923000
Kernel 1: 0.024000
Kernel 2: 86.807999
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.000975 1.000000 fi:0.122675. Ave ac:0.002854,0.003964
Initialization: 5.836000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.256000
Kernel 1: 0.024000
Kernel 2: 88.910004
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000975 1.000000 fi:0.123757. Ave ac:0.002117,0.004013
Initialization: 5.857000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.237000
Kernel 1: 0.023000
Kernel 2: 88.271004
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001218 1.000000 fi:0.119164. Ave ac:0.002755,0.004946
Initialization: 5.911000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.235000
Kernel 1: 0.024000
Kernel 2: 87.055000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.000975 1.000000 fi:0.125868. Ave ac:0.002019,0.003976
Initialization: 5.905000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.236000
Kernel 1: 0.024000
Kernel 2: 87.982002
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001218 1.000000 fi:0.119951. Ave ac:0.002581,0.003550
Initialization: 5.936000
Memcpy Classifiers: 0.448000
Memcpy Instances: 10.646000
Kernel 1: 0.023000
Kernel 2: 88.060997
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.000975 1.000000 fi:0.122308. Ave ac:0.003230,0.005026
Initialization: 5.908000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.238000
Kernel 1: 0.023000
Kernel 2: 87.932999
Copyback: 0.018000
Sum: 0.034000
It 33,Best ac:0.000975 1.000000 fi:0.120058. Ave ac:0.003518,0.005051
MDL Theory Length Weight: 0.6853405279 (10)
Initialization: 28.259001
Memcpy Instances: 427.914001
Memcpy Classifiers: 0.095000
Kernel 1: 0.027000
Kernel 2: 557.494019
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 546.583984
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 549.348022
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 552.255981
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 534.853027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 532.851013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 549.604004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 547.181030
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 528.512024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 566.421021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 440.804993
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001116 0.679525 fi:0.445049. Ave ac:0.003007,0.010551
Best acc 0.001116 0.679525
Initialization: 5.869000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.243000
Kernel 1: 0.025000
Kernel 2: 102.151001
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005278 accuracy2:0.231198
Initialization: 5.828000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.274000
Kernel 1: 0.023000
Kernel 2: 103.830002
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.000731 1.000000 fi:0.139918. Ave ac:0.007501,0.015169
Initialization: 5.928000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.232000
Kernel 1: 0.025000
Kernel 2: 105.165001
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000731 1.000000 fi:0.139918. Ave ac:0.005738,0.009453
Initialization: 5.888000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.923000
Kernel 1: 0.028000
Kernel 2: 102.348000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000731 1.000000 fi:0.139918. Ave ac:0.004081,0.007407
Initialization: 5.853000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.235000
Kernel 1: 0.024000
Kernel 2: 101.448997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000731 1.000000 fi:0.139918. Ave ac:0.004182,0.006823
Initialization: 7.072000
Memcpy Classifiers: 0.577000
Memcpy Instances: 9.742000
Kernel 1: 0.024000
Kernel 2: 103.560997
Copyback: 0.016000
Sum: 0.028000
It 4,Best ac:0.000975 1.000000 fi:0.099909. Ave ac:0.004288,0.008492
Initialization: 5.852000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.226000
Kernel 1: 0.024000
Kernel 2: 105.509003
Copyback: 0.019000
Sum: 0.045000
It 5,Best ac:0.000975 0.800000 fi:0.299909. Ave ac:0.004191,0.008284
Initialization: 5.855000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.275000
Kernel 1: 0.024000
Kernel 2: 103.488998
Copyback: 0.016000
Sum: 0.035000
It 6,Best ac:0.001218 1.000000 fi:0.099802. Ave ac:0.003995,0.006593
Initialization: 5.791000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.237000
Kernel 1: 0.024000
Kernel 2: 102.114998
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001219 1.000000 fi:0.099802. Ave ac:0.003425,0.005820
Initialization: 5.857000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.236000
Kernel 1: 0.024000
Kernel 2: 101.244003
Copyback: 0.017000
Sum: 0.038000
It 8,Best ac:0.001462 1.000000 fi:0.099696. Ave ac:0.004006,0.007559
Initialization: 5.865000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.222000
Kernel 1: 0.024000
Kernel 2: 100.106003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001949 1.000000 fi:0.099483. Ave ac:0.003816,0.006264
Iteration 10:MDL fitness activated
Error 0.099483 TL 0.030546
MDL Theory Length Weight: 1.0856100036 (1)
Initialization: 5.875000
Memcpy Classifiers: 0.473000
Memcpy Instances: 8.219000
Kernel 1: 0.024000
Kernel 2: 98.802002
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.000975 1.000000 fi:0.131337. Ave ac:0.003856,0.006767
Initialization: 8.069000
Memcpy Classifiers: 0.658000
Memcpy Instances: 10.596000
Kernel 1: 0.026000
Kernel 2: 98.099998
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001462 1.000000 fi:0.137704. Ave ac:0.003278,0.005468
Initialization: 5.883000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.231000
Kernel 1: 0.024000
Kernel 2: 99.065002
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000731 1.000000 fi:0.174973. Ave ac:0.003058,0.004687
Initialization: 5.862000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.258000
Kernel 1: 0.024000
Kernel 2: 97.499001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001218 1.000000 fi:0.135106. Ave ac:0.002899,0.004311
Initialization: 5.754000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.241000
Kernel 1: 0.024000
Kernel 2: 93.599998
Copyback: 0.020000
Sum: 0.034000
It 14,Best ac:0.000975 1.000000 fi:0.126480. Ave ac:0.002722,0.004824
Initialization: 5.838000
Memcpy Classifiers: 0.502000
Memcpy Instances: 8.248000
Kernel 1: 0.023000
Kernel 2: 93.814003
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.001218 1.000000 fi:0.118743. Ave ac:0.002945,0.006838
Initialization: 5.821000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.247000
Kernel 1: 0.024000
Kernel 2: 91.907997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001462 1.000000 fi:0.131944. Ave ac:0.001982,0.003597
Initialization: 5.888000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.239000
Kernel 1: 0.023000
Kernel 2: 92.650002
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001218 1.000000 fi:0.138747. Ave ac:0.003097,0.007486
Initialization: 5.828000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.248000
Kernel 1: 0.025000
Kernel 2: 94.709000
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.000974 1.000000 fi:0.145288. Ave ac:0.003100,0.005914
Initialization: 5.877000
Memcpy Classifiers: 0.548000
Memcpy Instances: 8.235000
Kernel 1: 0.022000
Kernel 2: 95.174004
Copyback: 0.016000
Sum: 0.031000
It 19,Best ac:0.001218 1.000000 fi:0.126869. Ave ac:0.003359,0.008127
Initialization: 5.854000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.241000
Kernel 1: 0.024000
Kernel 2: 95.572998
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001705 1.000000 fi:0.119832. Ave ac:0.003057,0.005787
Initialization: 5.825000
Memcpy Classifiers: 0.510000
Memcpy Instances: 8.233000
Kernel 1: 0.023000
Kernel 2: 92.463997
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001218 1.000000 fi:0.122308. Ave ac:0.002657,0.006437
Initialization: 5.887000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.221000
Kernel 1: 0.025000
Kernel 2: 91.693001
Copyback: 0.018000
Sum: 0.031000
It 22,Best ac:0.001462 1.000000 fi:0.141038. Ave ac:0.003511,0.010838
Initialization: 5.910000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.275000
Kernel 1: 0.023000
Kernel 2: 93.146004
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.001462 1.000000 fi:0.121301. Ave ac:0.002309,0.005609
Initialization: 5.895000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.217000
Kernel 1: 0.024000
Kernel 2: 95.050003
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001706 1.000000 fi:0.122110. Ave ac:0.002908,0.005977
MDL Theory Length Weight: 0.9770490033 (10)
Initialization: 5.836000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.244000
Kernel 1: 0.023000
Kernel 2: 94.964996
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001705 1.000000 fi:0.123355. Ave ac:0.002552,0.006658
Initialization: 5.858000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.272000
Kernel 1: 0.023000
Kernel 2: 92.751999
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.002194 1.000000 fi:0.123559. Ave ac:0.003934,0.009059
Initialization: 5.867000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.260000
Kernel 1: 0.024000
Kernel 2: 89.657997
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.000975 1.000000 fi:0.122732. Ave ac:0.002774,0.006363
Initialization: 5.867000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.277000
Kernel 1: 0.023000
Kernel 2: 90.160004
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001218 1.000000 fi:0.119552. Ave ac:0.002306,0.003917
Initialization: 5.932000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.521000
Kernel 1: 0.022000
Kernel 2: 91.044998
Copyback: 0.016000
Sum: 0.029000
It 29,Best ac:0.000975 1.000000 fi:0.125299. Ave ac:0.002415,0.004634
Initialization: 5.837000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.332000
Kernel 1: 0.024000
Kernel 2: 90.181000
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000975 1.000000 fi:0.131181. Ave ac:0.002500,0.004618
Initialization: 5.757000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.385000
Kernel 1: 0.024000
Kernel 2: 88.538002
Copyback: 0.016000
Sum: 0.026000
It 31,Best ac:0.001218 1.000000 fi:0.122719. Ave ac:0.002890,0.007157
Initialization: 5.857000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.325000
Kernel 1: 0.023000
Kernel 2: 89.081001
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001218 1.000000 fi:0.127875. Ave ac:0.002293,0.004678
Initialization: 5.888000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.578000
Kernel 1: 0.033000
Kernel 2: 87.537003
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.001462 1.000000 fi:0.126399. Ave ac:0.002254,0.003922
Initialization: 25.634001
Memcpy Instances: 419.420013
Memcpy Classifiers: 0.075000
Kernel 1: 0.027000
Kernel 2: 541.219971
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 522.122009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 519.393005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 533.674988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 518.682007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 541.052979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 515.517029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.040000
Kernel 1: 0.014000
Kernel 2: 529.844971
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.106000
Kernel 1: 0.021000
Kernel 2: 506.772003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 528.656982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.020000
Kernel 2: 438.500000
Copyback: 0.018000
Sum: 0.002000
It 34,Best ac:0.000965 0.727941 fi:0.409179. Ave ac:0.002201,0.008131
Best acc 0.000965 0.727941
Rule:Att PSSM_-3_4 is [<-1.274420]|Att PSSM_0_4 is [-5.492521,-3.104689]|Att PSSM_0_6 is [-4.906170,4.906170]|Att PSSM_0_9 is [<-1.133425]|Att PSSM_0_12 is [-5.776231,-2.186673]|Att PSSM_2_4 is [<2.986483]|Att PSSM_2_5 is [<3.331941]|Att PSSM_3_11 is [-3.203683,1.203683]|Att PSSM_3_17 is [-4.952683,2.952684]|Att PSSM_4_1 is [-0.998971,6.998971]|Att PSSM_4_5 is [-3.442296,5.442296]|Att PSSM_4_12 is [<-2.259264]|Att PSSM_4_15 is [<7.215163]|1
Accuracy : 0.773400
0	1	
157920	6160	
47009	23549	
Removed 272 instances. 204929 Instances left. Acc of rule 0.000965-0.727941
Initialization: 6.511000
Memcpy Classifiers: 1.005000
Memcpy Instances: 10.792000
Kernel 1: 0.025000
Kernel 2: 102.197998
Copyback: 0.018000
Sum: 0.054000
Initial population average accuracy1:0.005476 accuracy2:0.232245
Initialization: 6.253000
Memcpy Classifiers: 0.523000
Memcpy Instances: 10.289000
Kernel 1: 0.023000
Kernel 2: 103.347000
Copyback: 0.016000
Sum: 0.048000
It 0,Best ac:0.000732 1.000000 fi:0.137176. Ave ac:0.005974,0.010437
Initialization: 5.882000
Memcpy Classifiers: 0.527000
Memcpy Instances: 11.443000
Kernel 1: 0.023000
Kernel 2: 101.100998
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000976 1.000000 fi:0.099907. Ave ac:0.005651,0.009955
Initialization: 8.578000
Memcpy Classifiers: 0.858000
Memcpy Instances: 11.680000
Kernel 1: 0.025000
Kernel 2: 101.862000
Copyback: 0.018000
Sum: 0.043000
It 2,Best ac:0.000976 1.000000 fi:0.099907. Ave ac:0.006074,0.011714
Initialization: 8.625000
Memcpy Classifiers: 0.840000
Memcpy Instances: 11.982000
Kernel 1: 0.027000
Kernel 2: 99.167000
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000732 1.000000 fi:0.137176. Ave ac:0.005395,0.008328
Initialization: 7.868000
Memcpy Classifiers: 0.486000
Memcpy Instances: 9.663000
Kernel 1: 0.026000
Kernel 2: 99.588997
Copyback: 0.017000
Sum: 0.038000
It 4,Best ac:0.001708 0.777778 fi:0.321809. Ave ac:0.005091,0.007873
Initialization: 7.068000
Memcpy Classifiers: 0.665000
Memcpy Instances: 8.877000
Kernel 1: 0.023000
Kernel 2: 101.272003
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.000732 1.000000 fi:0.136258. Ave ac:0.005442,0.010114
Initialization: 7.556000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.564000
Kernel 1: 0.032000
Kernel 2: 99.050003
Copyback: 0.018000
Sum: 0.042000
It 6,Best ac:0.001220 1.000000 fi:0.099800. Ave ac:0.004369,0.006375
Initialization: 6.567000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.778000
Kernel 1: 0.023000
Kernel 2: 102.742996
Copyback: 0.017000
Sum: 0.038000
It 7,Best ac:0.001464 1.000000 fi:0.099693. Ave ac:0.004482,0.007287
Initialization: 6.471000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.540000
Kernel 1: 0.032000
Kernel 2: 102.838997
Copyback: 0.018000
Sum: 0.035000
It 8,Best ac:0.001464 1.000000 fi:0.099694. Ave ac:0.003729,0.005945
Initialization: 6.209000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.610000
Kernel 1: 0.023000
Kernel 2: 105.931000
Copyback: 0.016000
Sum: 0.027000
It 9,Best ac:0.002683 1.000000 fi:0.099161. Ave ac:0.003170,0.004760
Iteration 10:MDL fitness activated
Error 0.099161 TL 0.037781
MDL Theory Length Weight: 0.8748685747 (1)
Initialization: 7.371000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.215000
Kernel 1: 0.023000
Kernel 2: 107.559998
Copyback: 0.016000
Sum: 0.033000
It 10,Best ac:0.001463 1.000000 fi:0.128075. Ave ac:0.002855,0.003844
Initialization: 5.848000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.233000
Kernel 1: 0.024000
Kernel 2: 106.067001
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000976 1.000000 fi:0.128437. Ave ac:0.002833,0.005201
Initialization: 5.868000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.225000
Kernel 1: 0.024000
Kernel 2: 101.774002
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.001220 1.000000 fi:0.121593. Ave ac:0.002749,0.004287
Initialization: 5.853000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.205000
Kernel 1: 0.031000
Kernel 2: 99.828003
Copyback: 0.016000
Sum: 0.031000
It 13,Best ac:0.001220 1.000000 fi:0.122678. Ave ac:0.003041,0.006226
Initialization: 7.499000
Memcpy Classifiers: 0.807000
Memcpy Instances: 12.704000
Kernel 1: 0.023000
Kernel 2: 96.961998
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.000976 1.000000 fi:0.128458. Ave ac:0.002573,0.004115
Initialization: 5.867000
Memcpy Classifiers: 0.482000
Memcpy Instances: 8.256000
Kernel 1: 0.024000
Kernel 2: 98.764999
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000976 1.000000 fi:0.129083. Ave ac:0.002751,0.004635
Initialization: 5.833000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.270000
Kernel 1: 0.024000
Kernel 2: 96.017998
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.000976 1.000000 fi:0.127226. Ave ac:0.002488,0.003691
Initialization: 5.842000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.234000
Kernel 1: 0.023000
Kernel 2: 95.411003
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001220 1.000000 fi:0.123104. Ave ac:0.002315,0.003116
Initialization: 5.787000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.234000
Kernel 1: 0.024000
Kernel 2: 95.785004
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000976 1.000000 fi:0.119332. Ave ac:0.003014,0.005153
Initialization: 5.864000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.220000
Kernel 1: 0.023000
Kernel 2: 93.113998
Copyback: 0.018000
Sum: 0.039000
It 19,Best ac:0.000976 1.000000 fi:0.134272. Ave ac:0.002334,0.005157
Initialization: 5.946000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.236000
Kernel 1: 0.024000
Kernel 2: 90.220001
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001220 1.000000 fi:0.127320. Ave ac:0.003649,0.005072
Initialization: 5.922000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.221000
Kernel 1: 0.024000
Kernel 2: 91.711998
Copyback: 0.017000
Sum: 0.042000
It 21,Best ac:0.001464 1.000000 fi:0.120544. Ave ac:0.002346,0.004922
Initialization: 5.826000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.234000
Kernel 1: 0.024000
Kernel 2: 89.902000
Copyback: 0.018000
Sum: 0.029000
It 22,Best ac:0.001220 1.000000 fi:0.120547. Ave ac:0.002575,0.004236
Initialization: 5.974000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.229000
Kernel 1: 0.024000
Kernel 2: 91.038002
Copyback: 0.018000
Sum: 0.038000
It 23,Best ac:0.001464 1.000000 fi:0.121487. Ave ac:0.002779,0.006194
Initialization: 5.944000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.243000
Kernel 1: 0.025000
Kernel 2: 88.084000
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.000976 1.000000 fi:0.117194. Ave ac:0.002251,0.006034
Initialization: 5.899000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.220000
Kernel 1: 0.024000
Kernel 2: 88.491997
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000976 1.000000 fi:0.137106. Ave ac:0.003702,0.009025
Initialization: 5.840000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.229000
Kernel 1: 0.024000
Kernel 2: 90.294998
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.000976 1.000000 fi:0.120948. Ave ac:0.005128,0.010362
Initialization: 5.869000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.213000
Kernel 1: 0.024000
Kernel 2: 88.809998
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.001220 1.000000 fi:0.120842. Ave ac:0.003272,0.004880
Initialization: 5.828000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.226000
Kernel 1: 0.024000
Kernel 2: 89.416000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001220 1.000000 fi:0.115885. Ave ac:0.003596,0.008158
Initialization: 5.844000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.241000
Kernel 1: 0.025000
Kernel 2: 85.167999
Copyback: 0.017000
Sum: 0.044000
It 29,Best ac:0.001464 1.000000 fi:0.132635. Ave ac:0.003406,0.006583
Initialization: 5.858000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.205000
Kernel 1: 0.024000
Kernel 2: 85.363998
Copyback: 0.018000
Sum: 0.039000
It 30,Best ac:0.000976 1.000000 fi:0.122526. Ave ac:0.003233,0.005709
Initialization: 5.851000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.259000
Kernel 1: 0.024000
Kernel 2: 86.793999
Copyback: 0.367000
Sum: 0.038000
It 31,Best ac:0.001952 1.000000 fi:0.115565. Ave ac:0.003830,0.006536
Initialization: 5.856000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.241000
Kernel 1: 0.023000
Kernel 2: 84.199997
Copyback: 0.019000
Sum: 0.036000
It 32,Best ac:0.001952 1.000000 fi:0.114188. Ave ac:0.004112,0.013067
Initialization: 6.002000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.223000
Kernel 1: 0.025000
Kernel 2: 86.470001
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001464 1.000000 fi:0.116214. Ave ac:0.004278,0.008621
Initialization: 25.695000
Memcpy Instances: 408.453003
Memcpy Classifiers: 0.072000
Kernel 1: 0.025000
Kernel 2: 525.788025
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 521.856995
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 535.971008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.020000
Kernel 2: 533.062012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 507.212006
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 508.898987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 529.098999
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.071000
Kernel 1: 0.017000
Kernel 2: 535.216003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 514.054016
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 526.518005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 431.712006
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001420 0.631236 fi:0.483184. Ave ac:0.002777,0.009567
Best acc 0.001420 0.631236
Initialization: 6.068000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.216000
Kernel 1: 0.026000
Kernel 2: 103.862999
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005827 accuracy2:0.231402
Initialization: 5.946000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.223000
Kernel 1: 0.024000
Kernel 2: 101.987000
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.002196 0.692308 fi:0.407065. Ave ac:0.006290,0.013116
Initialization: 5.937000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.403000
Kernel 1: 0.022000
Kernel 2: 101.882004
Copyback: 0.016000
Sum: 0.026000
It 1,Best ac:0.000976 0.800000 fi:0.299907. Ave ac:0.007291,0.014219
Initialization: 5.875000
Memcpy Classifiers: 0.523000
Memcpy Instances: 10.751000
Kernel 1: 0.023000
Kernel 2: 103.135002
Copyback: 0.018000
Sum: 0.044000
It 2,Best ac:0.001220 0.833333 fi:0.266467. Ave ac:0.006322,0.010391
Initialization: 5.895000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.368000
Kernel 1: 0.024000
Kernel 2: 105.375999
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001464 1.000000 fi:0.099693. Ave ac:0.006119,0.011465
Initialization: 6.795000
Memcpy Classifiers: 0.775000
Memcpy Instances: 9.160000
Kernel 1: 0.025000
Kernel 2: 100.991997
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001220 1.000000 fi:0.099800. Ave ac:0.005061,0.009520
Initialization: 7.019000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.138000
Kernel 1: 0.025000
Kernel 2: 100.387001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001220 1.000000 fi:0.099800. Ave ac:0.005514,0.010935
Initialization: 7.876000
Memcpy Classifiers: 0.712000
Memcpy Instances: 8.776000
Kernel 1: 0.023000
Kernel 2: 97.189003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001708 1.000000 fi:0.099586. Ave ac:0.004370,0.007573
Initialization: 5.960000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.473000
Kernel 1: 0.023000
Kernel 2: 96.066002
Copyback: 0.018000
Sum: 0.035000
It 7,Best ac:0.001708 1.000000 fi:0.099586. Ave ac:0.003210,0.005806
Initialization: 8.106000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.675000
Kernel 1: 0.023000
Kernel 2: 99.806999
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.001220 1.000000 fi:0.099800. Ave ac:0.002971,0.005008
Initialization: 5.864000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.227000
Kernel 1: 0.023000
Kernel 2: 97.211998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.000976 1.000000 fi:0.099907. Ave ac:0.002125,0.004403
Iteration 10:MDL fitness activated
Error 0.099907 TL 0.026235
MDL Theory Length Weight: 1.2693699306 (4)
Initialization: 5.818000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.236000
Kernel 1: 0.023000
Kernel 2: 97.327003
Copyback: 0.018000
Sum: 0.035000
It 10,Best ac:0.000732 1.000000 fi:0.171398. Ave ac:0.002548,0.005833
Initialization: 5.840000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.244000
Kernel 1: 0.023000
Kernel 2: 95.527000
Copyback: 0.018000
Sum: 0.040000
It 11,Best ac:0.001464 1.000000 fi:0.136230. Ave ac:0.002979,0.006306
Initialization: 5.881000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.248000
Kernel 1: 0.023000
Kernel 2: 96.155998
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000732 1.000000 fi:0.178556. Ave ac:0.002340,0.004048
Initialization: 5.933000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.244000
Kernel 1: 0.023000
Kernel 2: 101.018997
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.001220 1.000000 fi:0.136100. Ave ac:0.002422,0.004685
Initialization: 5.830000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.225000
Kernel 1: 0.023000
Kernel 2: 99.503998
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.001220 1.000000 fi:0.143307. Ave ac:0.002570,0.006680
Initialization: 5.826000
Memcpy Classifiers: 0.423000
Memcpy Instances: 8.233000
Kernel 1: 0.023000
Kernel 2: 97.251999
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001220 1.000000 fi:0.145592. Ave ac:0.001388,0.003318
Initialization: 5.825000
Memcpy Classifiers: 0.456000
Memcpy Instances: 8.223000
Kernel 1: 0.023000
Kernel 2: 97.545998
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.000976 1.000000 fi:0.136885. Ave ac:0.002946,0.007718
Initialization: 5.857000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.268000
Kernel 1: 0.023000
Kernel 2: 98.039001
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.001220 1.000000 fi:0.133433. Ave ac:0.002526,0.004626
Initialization: 5.851000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.241000
Kernel 1: 0.023000
Kernel 2: 96.100998
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001220 1.000000 fi:0.131725. Ave ac:0.002656,0.005057
Initialization: 5.832000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.244000
Kernel 1: 0.024000
Kernel 2: 93.494003
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001220 1.000000 fi:0.139692. Ave ac:0.002662,0.005031
Initialization: 5.870000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.211000
Kernel 1: 0.024000
Kernel 2: 94.941002
Copyback: 0.016000
Sum: 0.030000
It 20,Best ac:0.000976 1.000000 fi:0.134961. Ave ac:0.003248,0.006749
Initialization: 5.823000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.230000
Kernel 1: 0.024000
Kernel 2: 89.992996
Copyback: 0.018000
Sum: 0.029000
It 21,Best ac:0.000976 1.000000 fi:0.143282. Ave ac:0.002842,0.006275
Initialization: 5.901000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.209000
Kernel 1: 0.026000
Kernel 2: 88.809998
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000976 1.000000 fi:0.144677. Ave ac:0.003415,0.008336
Initialization: 5.836000
Memcpy Classifiers: 0.403000
Memcpy Instances: 8.230000
Kernel 1: 0.024000
Kernel 2: 89.674004
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.000976 1.000000 fi:0.130879. Ave ac:0.003271,0.010440
Initialization: 5.797000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.247000
Kernel 1: 0.023000
Kernel 2: 89.883003
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.001220 1.000000 fi:0.127914. Ave ac:0.003235,0.007910
Initialization: 5.879000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.023000
Kernel 1: 0.032000
Kernel 2: 89.456001
Copyback: 0.016000
Sum: 0.029000
It 25,Best ac:0.000976 1.000000 fi:0.128929. Ave ac:0.002013,0.004942
Initialization: 5.845000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.227000
Kernel 1: 0.024000
Kernel 2: 91.767998
Copyback: 0.016000
Sum: 0.030000
It 26,Best ac:0.001220 1.000000 fi:0.138960. Ave ac:0.003563,0.008258
Initialization: 5.836000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.229000
Kernel 1: 0.023000
Kernel 2: 87.680000
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.002196 1.000000 fi:0.132469. Ave ac:0.002283,0.006580
Initialization: 5.821000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.229000
Kernel 1: 0.023000
Kernel 2: 89.837997
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000976 1.000000 fi:0.145311. Ave ac:0.002444,0.006348
Initialization: 5.869000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.206000
Kernel 1: 0.024000
Kernel 2: 90.528000
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.000976 1.000000 fi:0.128281. Ave ac:0.003185,0.004282
Initialization: 5.855000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.632000
Kernel 1: 0.022000
Kernel 2: 89.698997
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.000976 1.000000 fi:0.132770. Ave ac:0.002715,0.004945
Initialization: 5.864000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.245000
Kernel 1: 0.023000
Kernel 2: 90.343002
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.000976 1.000000 fi:0.133017. Ave ac:0.002741,0.006226
Initialization: 5.871000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.252000
Kernel 1: 0.025000
Kernel 2: 89.060997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000976 1.000000 fi:0.125568. Ave ac:0.002714,0.006686
Initialization: 5.920000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.231000
Kernel 1: 0.024000
Kernel 2: 88.134003
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001220 1.000000 fi:0.126523. Ave ac:0.003082,0.009031
Initialization: 25.775000
Memcpy Instances: 402.705994
Memcpy Classifiers: 0.073000
Kernel 1: 0.023000
Kernel 2: 553.057983
Copyback: 0.015000
Sum: 0.011000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 520.124023
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 550.179993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 529.249023
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 523.765991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.020000
Kernel 2: 527.322021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.017000
Kernel 2: 543.815979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 529.676025
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 526.851990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.020000
Kernel 2: 536.822998
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.059000
Kernel 1: 0.016000
Kernel 2: 411.605988
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.001508 0.634497 fi:0.498274. Ave ac:0.002040,0.007585
Best acc 0.001508 0.634497
Rule:Att PSSM_-1_7 is [<0.517142]|Att PSSM_-1_12 is [-5.523837,0.050844]|Att PSSM_-1_14 is [-4.137299,2.202103]|Att PSSM_0_12 is [<-4.742843]|Att PSSM_0_20 is [0.687128,6.169905]|Att PSSM_2_11 is [-5.557310,-0.442690]|Att PSSM_3_12 is [<1.408394]|Att PSSM_3_16 is [-4.849042,2.559197]|1
Accuracy : 0.773958
0	1	
157742	6338	
46700	23858	
Removed 487 instances. 204442 Instances left. Acc of rule 0.001508-0.634497
Initialization: 6.836000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.199000
Kernel 1: 0.026000
Kernel 2: 101.960999
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.004561 accuracy2:0.230655
Initialization: 8.203000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.190000
Kernel 1: 0.024000
Kernel 2: 99.694000
Copyback: 0.019000
Sum: 0.066000
It 0,Best ac:0.001223 0.833333 fi:0.266463. Ave ac:0.005360,0.010483
Initialization: 6.044000
Memcpy Classifiers: 0.557000
Memcpy Instances: 11.482000
Kernel 1: 0.024000
Kernel 2: 99.709999
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.000734 0.750000 fi:0.380710. Ave ac:0.005636,0.011334
Initialization: 5.868000
Memcpy Classifiers: 0.525000
Memcpy Instances: 11.018000
Kernel 1: 0.023000
Kernel 2: 97.356003
Copyback: 0.017000
Sum: 0.039000
It 2,Best ac:0.000734 1.000000 fi:0.130710. Ave ac:0.005064,0.009045
Initialization: 5.875000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.905000
Kernel 1: 0.032000
Kernel 2: 97.344002
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.000978 1.000000 fi:0.099904. Ave ac:0.005289,0.009318
Initialization: 6.632000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.013000
Kernel 1: 0.026000
Kernel 2: 99.049004
Copyback: 0.018000
Sum: 0.038000
It 4,Best ac:0.000978 1.000000 fi:0.099904. Ave ac:0.005919,0.010620
Initialization: 7.646000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.865000
Kernel 1: 0.032000
Kernel 2: 101.927002
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001467 1.000000 fi:0.099689. Ave ac:0.004865,0.007289
Initialization: 6.762000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.987000
Kernel 1: 0.026000
Kernel 2: 102.393997
Copyback: 0.018000
Sum: 0.036000
It 6,Best ac:0.000978 1.000000 fi:0.099904. Ave ac:0.004320,0.007634
Initialization: 5.808000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.666000
Kernel 1: 0.024000
Kernel 2: 103.082001
Copyback: 0.018000
Sum: 0.031000
It 7,Best ac:0.001468 1.000000 fi:0.099689. Ave ac:0.003723,0.006651
Initialization: 7.478000
Memcpy Classifiers: 0.872000
Memcpy Instances: 11.569000
Kernel 1: 0.026000
Kernel 2: 103.032997
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.002201 1.000000 fi:0.099367. Ave ac:0.003202,0.005521
Initialization: 7.321000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.571000
Kernel 1: 0.032000
Kernel 2: 103.591003
Copyback: 0.017000
Sum: 0.037000
It 9,Best ac:0.001467 1.000000 fi:0.099689. Ave ac:0.003892,0.006624
Iteration 10:MDL fitness activated
Error 0.099689 TL 0.058908
MDL Theory Length Weight: 0.5640932504 (2)
Initialization: 5.839000
Memcpy Classifiers: 0.506000
Memcpy Instances: 11.476000
Kernel 1: 0.023000
Kernel 2: 103.494003
Copyback: 0.018000
Sum: 0.043000
It 10,Best ac:0.000978 1.000000 fi:0.132781. Ave ac:0.003886,0.005757
Initialization: 7.394000
Memcpy Classifiers: 0.689000
Memcpy Instances: 9.778000
Kernel 1: 0.032000
Kernel 2: 105.251999
Copyback: 0.018000
Sum: 0.039000
It 11,Best ac:0.001712 1.000000 fi:0.119698. Ave ac:0.002942,0.004536
Initialization: 6.064000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.203000
Kernel 1: 0.024000
Kernel 2: 102.011002
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000978 1.000000 fi:0.117891. Ave ac:0.003270,0.005007
Initialization: 5.835000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.258000
Kernel 1: 0.024000
Kernel 2: 101.647003
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001223 1.000000 fi:0.118274. Ave ac:0.002918,0.004588
Initialization: 5.850000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.220000
Kernel 1: 0.023000
Kernel 2: 100.800003
Copyback: 0.016000
Sum: 0.034000
It 14,Best ac:0.000978 1.000000 fi:0.116421. Ave ac:0.001902,0.003058
Initialization: 5.823000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.272000
Kernel 1: 0.023000
Kernel 2: 99.327003
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001956 1.000000 fi:0.125287. Ave ac:0.002807,0.004412
Initialization: 5.837000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.216000
Kernel 1: 0.023000
Kernel 2: 99.954002
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.000978 1.000000 fi:0.125642. Ave ac:0.002547,0.004778
Initialization: 5.862000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.253000
Kernel 1: 0.023000
Kernel 2: 100.041000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.000978 1.000000 fi:0.115677. Ave ac:0.002654,0.005064
Initialization: 5.819000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.193000
Kernel 1: 0.024000
Kernel 2: 99.858002
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.000978 1.000000 fi:0.118146. Ave ac:0.002197,0.003910
Initialization: 5.822000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.202000
Kernel 1: 0.024000
Kernel 2: 100.099998
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001223 1.000000 fi:0.118223. Ave ac:0.001881,0.002928
Initialization: 5.851000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.202000
Kernel 1: 0.024000
Kernel 2: 99.991997
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001956 1.000000 fi:0.118751. Ave ac:0.002581,0.004459
Initialization: 5.832000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.188000
Kernel 1: 0.025000
Kernel 2: 101.300003
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000978 1.000000 fi:0.121910. Ave ac:0.002819,0.005193
Initialization: 5.861000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.250000
Kernel 1: 0.023000
Kernel 2: 101.903999
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.001467 1.000000 fi:0.124327. Ave ac:0.002629,0.005161
Initialization: 5.840000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.320000
Kernel 1: 0.032000
Kernel 2: 103.167000
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000978 1.000000 fi:0.119609. Ave ac:0.002809,0.005002
Initialization: 7.783000
Memcpy Classifiers: 0.934000
Memcpy Instances: 10.209000
Kernel 1: 0.032000
Kernel 2: 100.788002
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.000978 1.000000 fi:0.123474. Ave ac:0.002463,0.003841
Initialization: 5.861000
Memcpy Classifiers: 0.509000
Memcpy Instances: 8.229000
Kernel 1: 0.023000
Kernel 2: 99.507004
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000978 1.000000 fi:0.118505. Ave ac:0.002331,0.002954
Initialization: 5.894000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.191000
Kernel 1: 0.024000
Kernel 2: 99.642998
Copyback: 0.016000
Sum: 0.030000
It 26,Best ac:0.000978 1.000000 fi:0.117882. Ave ac:0.001809,0.002346
MDL Theory Length Weight: 0.5076839254 (10)
Initialization: 5.861000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.255000
Kernel 1: 0.023000
Kernel 2: 99.010002
Copyback: 0.018000
Sum: 0.037000
It 27,Best ac:0.001467 1.000000 fi:0.118912. Ave ac:0.001953,0.003354
Initialization: 5.890000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.222000
Kernel 1: 0.023000
Kernel 2: 99.945000
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.000978 1.000000 fi:0.117313. Ave ac:0.002272,0.002899
Initialization: 5.862000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.244000
Kernel 1: 0.023000
Kernel 2: 97.954002
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.000978 1.000000 fi:0.120278. Ave ac:0.002120,0.002809
Initialization: 5.885000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.201000
Kernel 1: 0.024000
Kernel 2: 98.992996
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001223 1.000000 fi:0.119809. Ave ac:0.002138,0.002956
Initialization: 5.849000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.205000
Kernel 1: 0.024000
Kernel 2: 98.167999
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001712 1.000000 fi:0.114735. Ave ac:0.002099,0.003297
Initialization: 5.862000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.186000
Kernel 1: 0.024000
Kernel 2: 96.063004
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000978 1.000000 fi:0.114684. Ave ac:0.001832,0.002233
Initialization: 5.878000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.191000
Kernel 1: 0.025000
Kernel 2: 96.208000
Copyback: 0.017000
Sum: 0.036000
It 33,Best ac:0.001223 1.000000 fi:0.118942. Ave ac:0.002092,0.002938
Initialization: 31.371000
Memcpy Instances: 459.092010
Memcpy Classifiers: 0.099000
Kernel 1: 0.024000
Kernel 2: 572.818970
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.096000
Kernel 1: 0.014000
Kernel 2: 574.150024
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.013000
Kernel 2: 569.875977
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.116000
Kernel 1: 0.016000
Kernel 2: 563.476013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.013000
Kernel 2: 573.059998
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.137000
Kernel 1: 0.021000
Kernel 2: 578.354004
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.137000
Kernel 1: 0.023000
Kernel 2: 573.510010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.138000
Kernel 1: 0.022000
Kernel 2: 565.403992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.013000
Kernel 2: 555.375977
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.012000
Kernel 2: 562.289001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 244.598999
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001071 0.665653 fi:0.454222. Ave ac:0.001948,0.006533
Best acc 0.001071 0.665653
Initialization: 5.887000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.265000
Kernel 1: 0.024000
Kernel 2: 100.188004
Copyback: 0.017000
Sum: 0.034000
Initial population average accuracy1:0.005032 accuracy2:0.198325
Initialization: 5.900000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.206000
Kernel 1: 0.024000
Kernel 2: 98.737000
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.001223 1.000000 fi:0.099797. Ave ac:0.005697,0.013070
Initialization: 7.396000
Memcpy Classifiers: 0.848000
Memcpy Instances: 8.209000
Kernel 1: 0.023000
Kernel 2: 97.045998
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.002691 0.846154 fi:0.252998. Ave ac:0.005607,0.012097
Initialization: 7.087000
Memcpy Classifiers: 0.665000
Memcpy Instances: 10.051000
Kernel 1: 0.032000
Kernel 2: 98.697998
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.000978 0.666667 fi:0.433237. Ave ac:0.005334,0.009944
Initialization: 5.903000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.192000
Kernel 1: 0.024000
Kernel 2: 100.750000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001223 1.000000 fi:0.099797. Ave ac:0.005687,0.009749
Initialization: 5.911000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.529000
Kernel 1: 0.023000
Kernel 2: 98.434998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.001223 1.000000 fi:0.099797. Ave ac:0.005926,0.010357
Initialization: 6.194000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.788000
Kernel 1: 0.025000
Kernel 2: 95.599998
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001467 1.000000 fi:0.099689. Ave ac:0.004999,0.008410
Initialization: 5.894000
Memcpy Classifiers: 0.415000
Memcpy Instances: 12.319000
Kernel 1: 0.032000
Kernel 2: 95.530998
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001223 1.000000 fi:0.099797. Ave ac:0.004646,0.007974
Initialization: 7.615000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.591000
Kernel 1: 0.026000
Kernel 2: 94.217003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.002202 1.000000 fi:0.099367. Ave ac:0.004120,0.007609
Initialization: 5.880000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.197000
Kernel 1: 0.024000
Kernel 2: 95.709999
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.001467 1.000000 fi:0.099689. Ave ac:0.003175,0.005628
Initialization: 6.524000
Memcpy Classifiers: 0.581000
Memcpy Instances: 11.559000
Kernel 1: 0.024000
Kernel 2: 91.897003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001467 1.000000 fi:0.099689. Ave ac:0.002514,0.003987
Iteration 10:MDL fitness activated
Error 0.099689 TL 0.031310
MDL Theory Length Weight: 1.0613097456 (3)
Initialization: 6.924000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.191000
Kernel 1: 0.025000
Kernel 2: 91.371002
Copyback: 0.018000
Sum: 0.027000
It 10,Best ac:0.000978 1.000000 fi:0.145658. Ave ac:0.002867,0.004484
Initialization: 5.870000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.263000
Kernel 1: 0.023000
Kernel 2: 93.634003
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000978 1.000000 fi:0.147599. Ave ac:0.002809,0.004309
Initialization: 8.407000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.186000
Kernel 1: 0.024000
Kernel 2: 90.348999
Copyback: 0.019000
Sum: 0.036000
It 12,Best ac:0.001223 1.000000 fi:0.133026. Ave ac:0.002653,0.004422
Initialization: 8.403000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.240000
Kernel 1: 0.023000
Kernel 2: 91.217003
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.000978 1.000000 fi:0.137309. Ave ac:0.002367,0.003862
Initialization: 7.282000
Memcpy Classifiers: 0.614000
Memcpy Instances: 9.506000
Kernel 1: 0.034000
Kernel 2: 92.141998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001956 1.000000 fi:0.138353. Ave ac:0.003072,0.006250
Initialization: 7.180000
Memcpy Classifiers: 0.588000
Memcpy Instances: 11.678000
Kernel 1: 0.026000
Kernel 2: 91.385002
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000978 1.000000 fi:0.134943. Ave ac:0.002527,0.004146
Initialization: 6.253000
Memcpy Classifiers: 0.694000
Memcpy Instances: 11.345000
Kernel 1: 0.024000
Kernel 2: 92.627998
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.001467 1.000000 fi:0.130270. Ave ac:0.003022,0.005493
Initialization: 6.624000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.378000
Kernel 1: 0.027000
Kernel 2: 89.948997
Copyback: 0.017000
Sum: 0.041000
It 17,Best ac:0.000978 1.000000 fi:0.136643. Ave ac:0.002280,0.004652
Initialization: 5.880000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.752000
Kernel 1: 0.027000
Kernel 2: 91.625999
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001223 1.000000 fi:0.130018. Ave ac:0.003021,0.004575
Initialization: 5.916000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.490000
Kernel 1: 0.023000
Kernel 2: 89.469002
Copyback: 0.016000
Sum: 0.030000
It 19,Best ac:0.001223 1.000000 fi:0.129768. Ave ac:0.002621,0.004979
Initialization: 5.907000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.194000
Kernel 1: 0.024000
Kernel 2: 88.010002
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.000978 1.000000 fi:0.129637. Ave ac:0.002048,0.005241
Initialization: 7.840000
Memcpy Classifiers: 0.361000
Memcpy Instances: 11.520000
Kernel 1: 0.023000
Kernel 2: 87.935997
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.000978 1.000000 fi:0.135329. Ave ac:0.002789,0.005753
Initialization: 5.870000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.230000
Kernel 1: 0.022000
Kernel 2: 88.382004
Copyback: 0.016000
Sum: 0.026000
It 22,Best ac:0.000978 1.000000 fi:0.124240. Ave ac:0.003187,0.005974
Initialization: 6.829000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.515000
Kernel 1: 0.032000
Kernel 2: 87.668999
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.002446 1.000000 fi:0.129839. Ave ac:0.002633,0.004901
Initialization: 5.865000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.190000
Kernel 1: 0.026000
Kernel 2: 86.862000
Copyback: 0.019000
Sum: 0.037000
It 24,Best ac:0.000978 1.000000 fi:0.127295. Ave ac:0.002363,0.003613
Initialization: 5.885000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.801000
Kernel 1: 0.026000
Kernel 2: 89.061996
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.002690 1.000000 fi:0.138046. Ave ac:0.002206,0.004396
Initialization: 5.931000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.020000
Kernel 1: 0.023000
Kernel 2: 87.733002
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.000978 1.000000 fi:0.126394. Ave ac:0.002560,0.004251
Initialization: 6.802000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.444000
Kernel 1: 0.023000
Kernel 2: 87.535004
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.000978 1.000000 fi:0.128379. Ave ac:0.001897,0.002638
Initialization: 7.045000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.205000
Kernel 1: 0.024000
Kernel 2: 88.367996
Copyback: 0.016000
Sum: 0.028000
It 28,Best ac:0.001223 1.000000 fi:0.131759. Ave ac:0.001897,0.002648
Initialization: 6.700000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.392000
Kernel 1: 0.023000
Kernel 2: 86.822998
Copyback: 0.018000
Sum: 0.036000
It 29,Best ac:0.000978 1.000000 fi:0.129876. Ave ac:0.001813,0.002846
Initialization: 6.665000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.210000
Kernel 1: 0.024000
Kernel 2: 87.321999
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001467 1.000000 fi:0.135735. Ave ac:0.001911,0.002889
Initialization: 5.926000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.185000
Kernel 1: 0.024000
Kernel 2: 89.213997
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001468 1.000000 fi:0.123828. Ave ac:0.002378,0.002599
Initialization: 8.256000
Memcpy Classifiers: 0.653000
Memcpy Instances: 10.850000
Kernel 1: 0.025000
Kernel 2: 88.205002
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000978 1.000000 fi:0.125716. Ave ac:0.001871,0.002807
Initialization: 6.171000
Memcpy Classifiers: 0.648000
Memcpy Instances: 8.631000
Kernel 1: 0.026000
Kernel 2: 89.174004
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001712 1.000000 fi:0.121795. Ave ac:0.002521,0.003627
Initialization: 26.107000
Memcpy Instances: 409.431000
Memcpy Classifiers: 0.076000
Kernel 1: 0.027000
Kernel 2: 516.882019
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 509.365997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 534.210022
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 533.658997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 539.741028
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 522.051025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 535.546997
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 518.307983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 506.825012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 528.250977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 246.533005
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000792 0.640316 fi:0.487060. Ave ac:0.002434,0.007828
Best acc 0.000792 0.640316
Rule:Att PSSM_-4_7 is [-4.941841,0.941841]|Att PSSM_-4_15 is [<1.745871]|Att PSSM_-3_12 is [<-0.624779]|Att PSSM_-2_15 is [-5.186880,3.876785]|Att PSSM_0_2 is [<-3.518081]|Att PSSM_0_3 is [-6.428391,-1.408219]|Att PSSM_0_4 is [<3.888443]|Att PSSM_0_7 is [-4.896409,-2.331237]|Att PSSM_0_12 is [-6.444627,1.677185]|Att PSSM_0_15 is [<4.976137]|Att PSSM_2_18 is [<10.136409]|Att PSSM_3_1 is [0.110858,3.889142]|Att PSSM_4_2 is [<-1.068912]|Att PSSM_4_15 is [<3.794724]|1
Accuracy : 0.774423
0	1	
157632	6448	
46481	24077	
Removed 329 instances. 204113 Instances left. Acc of rule 0.001071-0.665653
Initialization: 5.890000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.210000
Kernel 1: 0.027000
Kernel 2: 99.378998
Copyback: 0.018000
Sum: 0.044000
Initial population average accuracy1:0.004831 accuracy2:0.216214
Initialization: 5.757000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.196000
Kernel 1: 0.026000
Kernel 2: 98.847000
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.000735 1.000000 fi:0.126031. Ave ac:0.005152,0.009087
Initialization: 5.781000
Memcpy Classifiers: 0.485000
Memcpy Instances: 8.200000
Kernel 1: 0.024000
Kernel 2: 98.896004
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.000735 1.000000 fi:0.126971. Ave ac:0.006046,0.010523
Initialization: 6.992000
Memcpy Classifiers: 0.777000
Memcpy Instances: 12.283000
Kernel 1: 0.025000
Kernel 2: 96.231003
Copyback: 0.017000
Sum: 0.041000
It 2,Best ac:0.000980 1.000000 fi:0.099902. Ave ac:0.005394,0.010311
Initialization: 5.845000
Memcpy Classifiers: 0.481000
Memcpy Instances: 8.186000
Kernel 1: 0.024000
Kernel 2: 93.088997
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.000980 0.800000 fi:0.299902. Ave ac:0.004309,0.008881
Initialization: 5.883000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.175000
Kernel 1: 0.024000
Kernel 2: 92.203003
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.000735 1.000000 fi:0.126971. Ave ac:0.003577,0.006721
Initialization: 5.896000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.196000
Kernel 1: 0.024000
Kernel 2: 91.095001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000980 1.000000 fi:0.099902. Ave ac:0.004398,0.012635
Initialization: 5.837000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.208000
Kernel 1: 0.024000
Kernel 2: 89.971001
Copyback: 0.016000
Sum: 0.030000
It 6,Best ac:0.000735 1.000000 fi:0.126971. Ave ac:0.004426,0.012993
Initialization: 6.276000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.192000
Kernel 1: 0.023000
Kernel 2: 88.581001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.000980 1.000000 fi:0.099902. Ave ac:0.004100,0.009960
Initialization: 7.765000
Memcpy Classifiers: 0.745000
Memcpy Instances: 12.303000
Kernel 1: 0.024000
Kernel 2: 89.349998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001225 1.000000 fi:0.099794. Ave ac:0.003357,0.006419
Initialization: 6.062000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.263000
Kernel 1: 0.024000
Kernel 2: 91.195999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001960 1.000000 fi:0.099470. Ave ac:0.003567,0.007938
Iteration 10:MDL fitness activated
Error 0.099470 TL 0.033943
MDL Theory Length Weight: 0.9768216310 (1)
Initialization: 5.846000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.172000
Kernel 1: 0.024000
Kernel 2: 85.252998
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.000735 1.000000 fi:0.155113. Ave ac:0.003027,0.005954
Initialization: 5.981000
Memcpy Classifiers: 0.474000
Memcpy Instances: 9.854000
Kernel 1: 0.023000
Kernel 2: 83.424004
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000980 1.000000 fi:0.127196. Ave ac:0.002781,0.004805
Initialization: 6.023000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.182000
Kernel 1: 0.024000
Kernel 2: 84.214996
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001959 1.000000 fi:0.137853. Ave ac:0.002954,0.005042
Initialization: 5.832000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.181000
Kernel 1: 0.023000
Kernel 2: 86.625999
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000980 1.000000 fi:0.117062. Ave ac:0.003712,0.008261
Initialization: 5.898000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.176000
Kernel 1: 0.025000
Kernel 2: 85.981003
Copyback: 0.016000
Sum: 0.030000
It 14,Best ac:0.000980 1.000000 fi:0.120503. Ave ac:0.003735,0.007756
Initialization: 5.844000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.197000
Kernel 1: 0.024000
Kernel 2: 83.227997
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001715 1.000000 fi:0.127783. Ave ac:0.002528,0.004708
Initialization: 5.778000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.193000
Kernel 1: 0.024000
Kernel 2: 86.070000
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000980 1.000000 fi:0.130348. Ave ac:0.003607,0.007988
Initialization: 5.725000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.217000
Kernel 1: 0.024000
Kernel 2: 81.566002
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.002450 1.000000 fi:0.121910. Ave ac:0.003224,0.005729
Initialization: 5.999000
Memcpy Classifiers: 0.438000
Memcpy Instances: 8.183000
Kernel 1: 0.023000
Kernel 2: 82.322998
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.002940 1.000000 fi:0.128292. Ave ac:0.001911,0.003969
Initialization: 6.528000
Memcpy Classifiers: 0.680000
Memcpy Instances: 9.399000
Kernel 1: 0.024000
Kernel 2: 81.622002
Copyback: 0.016000
Sum: 0.031000
It 19,Best ac:0.000980 1.000000 fi:0.131483. Ave ac:0.002610,0.005357
Initialization: 5.881000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.181000
Kernel 1: 0.023000
Kernel 2: 80.039001
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.002205 1.000000 fi:0.123450. Ave ac:0.003561,0.005779
Initialization: 5.851000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.199000
Kernel 1: 0.023000
Kernel 2: 80.014999
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001960 1.000000 fi:0.125680. Ave ac:0.003052,0.005623
Initialization: 5.872000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.194000
Kernel 1: 0.024000
Kernel 2: 80.515999
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.002695 1.000000 fi:0.126658. Ave ac:0.002776,0.005034
MDL Theory Length Weight: 0.8791394679 (10)
Initialization: 5.809000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.194000
Kernel 1: 0.024000
Kernel 2: 78.693001
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001225 1.000000 fi:0.122748. Ave ac:0.003376,0.008522
Initialization: 5.867000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.185000
Kernel 1: 0.024000
Kernel 2: 78.995003
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001225 1.000000 fi:0.122785. Ave ac:0.002673,0.004831
Initialization: 5.876000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.189000
Kernel 1: 0.024000
Kernel 2: 78.966003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001225 1.000000 fi:0.125896. Ave ac:0.002349,0.005068
Initialization: 5.818000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.224000
Kernel 1: 0.024000
Kernel 2: 77.900002
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000980 1.000000 fi:0.118422. Ave ac:0.003231,0.006788
Initialization: 7.430000
Memcpy Classifiers: 0.411000
Memcpy Instances: 8.329000
Kernel 1: 0.024000
Kernel 2: 78.158997
Copyback: 0.017000
Sum: 0.044000
It 27,Best ac:0.000980 1.000000 fi:0.122036. Ave ac:0.002126,0.003599
Initialization: 5.844000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.361000
Kernel 1: 0.024000
Kernel 2: 76.302002
Copyback: 0.020000
Sum: 0.041000
It 28,Best ac:0.000980 1.000000 fi:0.121296. Ave ac:0.002248,0.004360
Initialization: 5.900000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.429000
Kernel 1: 0.023000
Kernel 2: 78.416000
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001470 1.000000 fi:0.123527. Ave ac:0.002871,0.004783
Initialization: 5.899000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.540000
Kernel 1: 0.024000
Kernel 2: 77.375999
Copyback: 0.018000
Sum: 0.041000
It 30,Best ac:0.001960 1.000000 fi:0.119878. Ave ac:0.002084,0.004108
Initialization: 5.863000
Memcpy Classifiers: 0.420000
Memcpy Instances: 11.332000
Kernel 1: 0.022000
Kernel 2: 75.287003
Copyback: 0.018000
Sum: 0.039000
It 31,Best ac:0.000980 1.000000 fi:0.123743. Ave ac:0.002528,0.003902
Initialization: 7.059000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.089000
Kernel 1: 0.024000
Kernel 2: 74.052002
Copyback: 0.018000
Sum: 0.041000
It 32,Best ac:0.001225 1.000000 fi:0.120139. Ave ac:0.002825,0.006130
Initialization: 6.376000
Memcpy Classifiers: 0.353000
Memcpy Instances: 12.180000
Kernel 1: 0.026000
Kernel 2: 73.504997
Copyback: 0.016000
Sum: 0.029000
It 33,Best ac:0.000980 1.000000 fi:0.119700. Ave ac:0.002369,0.004644
Initialization: 26.667999
Memcpy Instances: 489.690002
Memcpy Classifiers: 0.074000
Kernel 1: 0.025000
Kernel 2: 466.096985
Copyback: 0.016000
Sum: 0.021000
Memcpy Classifiers: 0.105000
Kernel 1: 0.022000
Kernel 2: 464.412994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 493.136993
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.022000
Kernel 2: 470.463989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.017000
Kernel 2: 463.419006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 466.006012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.112000
Kernel 1: 0.017000
Kernel 2: 478.220001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.020000
Kernel 2: 465.472992
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 465.882996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.022000
Kernel 2: 464.494995
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 215.725998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001127 0.672515 fi:0.447712. Ave ac:0.002591,0.009138
Best acc 0.001127 0.672515
Initialization: 5.831000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.196000
Kernel 1: 0.026000
Kernel 2: 101.960999
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005356 accuracy2:0.212841
Initialization: 5.874000
Memcpy Classifiers: 0.538000
Memcpy Instances: 8.212000
Kernel 1: 0.024000
Kernel 2: 100.584999
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.000490 1.000000 fi:0.417354. Ave ac:0.006330,0.012942
Initialization: 5.835000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.223000
Kernel 1: 0.024000
Kernel 2: 100.377998
Copyback: 0.018000
Sum: 0.040000
It 1,Best ac:0.001960 0.800000 fi:0.299471. Ave ac:0.006118,0.010967
Initialization: 5.872000
Memcpy Classifiers: 0.480000
Memcpy Instances: 8.188000
Kernel 1: 0.023000
Kernel 2: 99.822998
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.001714 0.875000 fi:0.224578. Ave ac:0.005018,0.008046
Initialization: 5.855000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.228000
Kernel 1: 0.022000
Kernel 2: 99.594002
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001225 0.833333 fi:0.266461. Ave ac:0.004437,0.007009
Initialization: 5.822000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.202000
Kernel 1: 0.025000
Kernel 2: 98.670998
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001470 1.000000 fi:0.099686. Ave ac:0.004339,0.007100
Initialization: 5.925000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.231000
Kernel 1: 0.024000
Kernel 2: 94.888000
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.000980 1.000000 fi:0.099902. Ave ac:0.004704,0.006813
Initialization: 5.832000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.207000
Kernel 1: 0.023000
Kernel 2: 94.527000
Copyback: 0.016000
Sum: 0.031000
It 6,Best ac:0.000980 1.000000 fi:0.099902. Ave ac:0.003923,0.008598
Initialization: 5.831000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.197000
Kernel 1: 0.023000
Kernel 2: 93.167999
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001225 1.000000 fi:0.099794. Ave ac:0.002623,0.004369
Initialization: 5.836000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.184000
Kernel 1: 0.024000
Kernel 2: 93.982002
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001470 1.000000 fi:0.099686. Ave ac:0.002454,0.003178
Initialization: 5.874000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.189000
Kernel 1: 0.024000
Kernel 2: 93.158997
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.001225 1.000000 fi:0.099794. Ave ac:0.003002,0.005381
Iteration 10:MDL fitness activated
Error 0.099794 TL 0.047157
MDL Theory Length Weight: 0.7054100002 (6)
Initialization: 5.898000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.175000
Kernel 1: 0.025000
Kernel 2: 92.452003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000980 1.000000 fi:0.124732. Ave ac:0.002774,0.004470
Initialization: 5.827000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.162000
Kernel 1: 0.023000
Kernel 2: 91.597000
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.001225 1.000000 fi:0.121104. Ave ac:0.002886,0.006141
Initialization: 5.818000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.199000
Kernel 1: 0.024000
Kernel 2: 91.538002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001225 1.000000 fi:0.120162. Ave ac:0.002881,0.003909
Initialization: 5.858000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.189000
Kernel 1: 0.023000
Kernel 2: 91.469002
Copyback: 0.016000
Sum: 0.032000
It 13,Best ac:0.000980 1.000000 fi:0.121131. Ave ac:0.003104,0.005535
Initialization: 5.928000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.479000
Kernel 1: 0.026000
Kernel 2: 88.038002
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.000980 1.000000 fi:0.121212. Ave ac:0.003171,0.004803
Initialization: 5.837000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.223000
Kernel 1: 0.023000
Kernel 2: 85.110001
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.002940 1.000000 fi:0.121319. Ave ac:0.002829,0.003946
Initialization: 5.768000
Memcpy Classifiers: 0.418000
Memcpy Instances: 11.039000
Kernel 1: 0.026000
Kernel 2: 84.012001
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000980 1.000000 fi:0.117946. Ave ac:0.002704,0.003908
Initialization: 6.803000
Memcpy Classifiers: 0.681000
Memcpy Instances: 12.317000
Kernel 1: 0.024000
Kernel 2: 82.820000
Copyback: 0.022000
Sum: 0.037000
It 17,Best ac:0.001225 1.000000 fi:0.122389. Ave ac:0.002672,0.003529
Initialization: 5.897000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.185000
Kernel 1: 0.024000
Kernel 2: 80.996002
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001715 1.000000 fi:0.117274. Ave ac:0.002807,0.004143
Initialization: 8.239000
Memcpy Classifiers: 0.648000
Memcpy Instances: 12.360000
Kernel 1: 0.023000
Kernel 2: 79.741997
Copyback: 0.018000
Sum: 0.038000
It 19,Best ac:0.001225 1.000000 fi:0.121179. Ave ac:0.002464,0.003541
Initialization: 6.475000
Memcpy Classifiers: 0.360000
Memcpy Instances: 11.780000
Kernel 1: 0.026000
Kernel 2: 80.893997
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001714 1.000000 fi:0.119897. Ave ac:0.002565,0.003707
Initialization: 5.947000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.226000
Kernel 1: 0.023000
Kernel 2: 80.830002
Copyback: 0.016000
Sum: 0.029000
It 21,Best ac:0.001225 1.000000 fi:0.120113. Ave ac:0.002167,0.003158
Initialization: 7.515000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.213000
Kernel 1: 0.024000
Kernel 2: 80.973999
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000980 1.000000 fi:0.117946. Ave ac:0.001657,0.001756
Initialization: 5.818000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.192000
Kernel 1: 0.024000
Kernel 2: 80.677002
Copyback: 0.025000
Sum: 0.033000
It 23,Best ac:0.002204 1.000000 fi:0.117285. Ave ac:0.002106,0.002645
Initialization: 5.930000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.359000
Kernel 1: 0.025000
Kernel 2: 81.152000
Copyback: 0.025000
Sum: 0.032000
It 24,Best ac:0.002204 1.000000 fi:0.118882. Ave ac:0.002159,0.003565
Initialization: 5.929000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.187000
Kernel 1: 0.025000
Kernel 2: 79.335999
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001225 1.000000 fi:0.122388. Ave ac:0.001637,0.002768
Initialization: 5.872000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.194000
Kernel 1: 0.024000
Kernel 2: 81.944000
Copyback: 0.016000
Sum: 0.028000
It 26,Best ac:0.001470 1.000000 fi:0.112033. Ave ac:0.002129,0.002709
Initialization: 5.838000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.192000
Kernel 1: 0.024000
Kernel 2: 83.667000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000980 1.000000 fi:0.124726. Ave ac:0.001982,0.002527
Initialization: 5.859000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.201000
Kernel 1: 0.023000
Kernel 2: 83.594002
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.000980 1.000000 fi:0.119996. Ave ac:0.002791,0.003791
Initialization: 5.844000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.195000
Kernel 1: 0.023000
Kernel 2: 80.502998
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001470 1.000000 fi:0.120279. Ave ac:0.001744,0.002346
Initialization: 5.867000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.195000
Kernel 1: 0.024000
Kernel 2: 80.372002
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000980 1.000000 fi:0.115722. Ave ac:0.002266,0.003270
Initialization: 5.827000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.183000
Kernel 1: 0.024000
Kernel 2: 83.670998
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001714 1.000000 fi:0.116745. Ave ac:0.002601,0.004364
Initialization: 5.878000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.187000
Kernel 1: 0.022000
Kernel 2: 81.037003
Copyback: 0.016000
Sum: 0.029000
It 32,Best ac:0.002940 1.000000 fi:0.115869. Ave ac:0.002092,0.002639
Initialization: 5.825000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.177000
Kernel 1: 0.023000
Kernel 2: 81.237000
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.001470 1.000000 fi:0.121827. Ave ac:0.001962,0.002694
Initialization: 26.002001
Memcpy Instances: 397.123993
Memcpy Classifiers: 0.081000
Kernel 1: 0.028000
Kernel 2: 517.026978
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 543.627991
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 514.310974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 540.424011
Copyback: 0.023000
Sum: 0.008000
Memcpy Classifiers: 0.081000
Kernel 1: 0.020000
Kernel 2: 524.893982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 536.250977
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 534.182983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 528.817017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 531.601990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 535.294006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.011000
Kernel 2: 231.313004
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001455 0.679634 fi:0.442200. Ave ac:0.002349,0.008316
Best acc 0.001455 0.679634
Rule:Att PSSM_-4_8 is [-5.498247,3.498247]|Att PSSM_-2_12 is [<-3.598069]|Att PSSM_-1_4 is [-5.892384,1.691113]|Att PSSM_0_2 is [-6.965652,-3.536738]|Att PSSM_0_10 is [>-0.823674]|Att PSSM_1_15 is [<0.213507]|Att PSSM_2_12 is [<-1.789306]|Att PSSM_3_9 is [>-6.723130]|Att PSSM_3_17 is [<2.493287]|Att PSSM_4_9 is [-3.304346,4.311088]|Att PSSM_4_13 is [-6.859031,5.812994]|Att PSSM_4_18 is [<7.038920]|1
Accuracy : 0.775092
0	1	
157492	6588	
46184	24374	
Removed 437 instances. 203676 Instances left. Acc of rule 0.001455-0.679634
Initialization: 6.081000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.159000
Kernel 1: 0.025000
Kernel 2: 99.258003
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.004720 accuracy2:0.210145
Initialization: 5.829000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.192000
Kernel 1: 0.023000
Kernel 2: 99.273003
Copyback: 0.016000
Sum: 0.050000
It 0,Best ac:0.000737 0.750000 fi:0.370350. Ave ac:0.005969,0.009835
Initialization: 5.817000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.160000
Kernel 1: 0.024000
Kernel 2: 100.964996
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001227 0.714286 fi:0.385505. Ave ac:0.007097,0.013039
Initialization: 5.843000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.168000
Kernel 1: 0.024000
Kernel 2: 97.524002
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000736 1.000000 fi:0.121302. Ave ac:0.006408,0.012492
Initialization: 5.766000
Memcpy Classifiers: 0.490000
Memcpy Instances: 8.193000
Kernel 1: 0.022000
Kernel 2: 95.987999
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001227 0.833333 fi:0.266457. Ave ac:0.005561,0.009773
Initialization: 5.776000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.154000
Kernel 1: 0.024000
Kernel 2: 94.327003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000982 1.000000 fi:0.099899. Ave ac:0.005349,0.007849
Initialization: 5.844000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.170000
Kernel 1: 0.024000
Kernel 2: 93.940002
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.000736 1.000000 fi:0.121302. Ave ac:0.005166,0.008892
Initialization: 5.823000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.185000
Kernel 1: 0.024000
Kernel 2: 93.265999
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.000736 1.000000 fi:0.121302. Ave ac:0.004441,0.006918
Initialization: 5.833000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.165000
Kernel 1: 0.023000
Kernel 2: 92.322998
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.000982 1.000000 fi:0.099899. Ave ac:0.004619,0.007232
Initialization: 5.830000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.175000
Kernel 1: 0.023000
Kernel 2: 92.707001
Copyback: 0.017000
Sum: 0.026000
It 8,Best ac:0.001473 1.000000 fi:0.099682. Ave ac:0.004337,0.008344
Initialization: 5.880000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.176000
Kernel 1: 0.024000
Kernel 2: 93.532997
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.000737 1.000000 fi:0.120350. Ave ac:0.004584,0.008241
Iteration 10:MDL fitness activated
Error 0.120350 TL 0.050213
MDL Theory Length Weight: 0.7989237366 (2)
Initialization: 5.852000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.157000
Kernel 1: 0.023000
Kernel 2: 91.929001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000982 1.000000 fi:0.130684. Ave ac:0.003800,0.005395
Initialization: 5.947000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.156000
Kernel 1: 0.024000
Kernel 2: 92.098999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001227 1.000000 fi:0.127730. Ave ac:0.002690,0.004067
Initialization: 7.543000
Memcpy Classifiers: 0.744000
Memcpy Instances: 12.329000
Kernel 1: 0.024000
Kernel 2: 94.606003
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000982 1.000000 fi:0.128708. Ave ac:0.002834,0.005416
Initialization: 5.896000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.208000
Kernel 1: 0.023000
Kernel 2: 92.382004
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001228 1.000000 fi:0.123316. Ave ac:0.003782,0.006673
Initialization: 5.837000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.190000
Kernel 1: 0.023000
Kernel 2: 93.299004
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.000736 1.000000 fi:0.149993. Ave ac:0.003387,0.007599
Initialization: 5.847000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.175000
Kernel 1: 0.023000
Kernel 2: 91.775002
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000982 1.000000 fi:0.129149. Ave ac:0.003391,0.006443
Initialization: 5.794000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.184000
Kernel 1: 0.024000
Kernel 2: 90.279999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000982 1.000000 fi:0.123631. Ave ac:0.003826,0.006743
Initialization: 5.873000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.150000
Kernel 1: 0.024000
Kernel 2: 88.657997
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.001719 1.000000 fi:0.130077. Ave ac:0.002581,0.004723
Initialization: 5.804000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.153000
Kernel 1: 0.024000
Kernel 2: 92.580002
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000982 1.000000 fi:0.123239. Ave ac:0.003459,0.006757
Initialization: 5.860000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.183000
Kernel 1: 0.024000
Kernel 2: 90.713997
Copyback: 0.016000
Sum: 0.031000
It 19,Best ac:0.000982 1.000000 fi:0.123632. Ave ac:0.003691,0.007791
Initialization: 5.956000
Memcpy Classifiers: 0.475000
Memcpy Instances: 10.421000
Kernel 1: 0.023000
Kernel 2: 89.530998
Copyback: 0.018000
Sum: 0.043000
It 20,Best ac:0.001228 1.000000 fi:0.128062. Ave ac:0.003720,0.007710
Initialization: 6.319000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.485000
Kernel 1: 0.023000
Kernel 2: 85.447998
Copyback: 0.018000
Sum: 0.039000
It 21,Best ac:0.000737 1.000000 fi:0.153832. Ave ac:0.003944,0.007879
Initialization: 5.917000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.683000
Kernel 1: 0.024000
Kernel 2: 88.510002
Copyback: 0.018000
Sum: 0.037000
It 22,Best ac:0.001227 1.000000 fi:0.128389. Ave ac:0.003814,0.007191
Initialization: 6.939000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.378000
Kernel 1: 0.032000
Kernel 2: 88.075996
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000982 1.000000 fi:0.125436. Ave ac:0.003693,0.005842
Initialization: 6.764000
Memcpy Classifiers: 0.818000
Memcpy Instances: 12.249000
Kernel 1: 0.023000
Kernel 2: 86.952003
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.000982 1.000000 fi:0.121482. Ave ac:0.003097,0.004802
Initialization: 5.720000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.179000
Kernel 1: 0.024000
Kernel 2: 85.829002
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000982 1.000000 fi:0.130700. Ave ac:0.002847,0.005737
Initialization: 5.848000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.172000
Kernel 1: 0.024000
Kernel 2: 87.824997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.002210 1.000000 fi:0.120393. Ave ac:0.002603,0.004780
Initialization: 5.824000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.162000
Kernel 1: 0.024000
Kernel 2: 88.014000
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000982 1.000000 fi:0.123239. Ave ac:0.003167,0.005586
Initialization: 5.824000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.162000
Kernel 1: 0.024000
Kernel 2: 85.108002
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.000982 1.000000 fi:0.124221. Ave ac:0.003570,0.006123
Initialization: 5.720000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.186000
Kernel 1: 0.023000
Kernel 2: 85.759003
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.001228 1.000000 fi:0.119378. Ave ac:0.002895,0.005373
Initialization: 5.849000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.210000
Kernel 1: 0.024000
Kernel 2: 83.139999
Copyback: 0.016000
Sum: 0.031000
It 30,Best ac:0.000982 1.000000 fi:0.123728. Ave ac:0.002849,0.005103
Initialization: 5.836000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.182000
Kernel 1: 0.024000
Kernel 2: 83.064003
Copyback: 0.016000
Sum: 0.029000
It 31,Best ac:0.000982 1.000000 fi:0.120992. Ave ac:0.002693,0.004527
Initialization: 5.833000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.221000
Kernel 1: 0.022000
Kernel 2: 84.334000
Copyback: 0.016000
Sum: 0.030000
It 32,Best ac:0.000982 1.000000 fi:0.123345. Ave ac:0.002628,0.004514
Initialization: 5.902000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.170000
Kernel 1: 0.024000
Kernel 2: 84.362000
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.002210 1.000000 fi:0.118481. Ave ac:0.002658,0.004401
Initialization: 26.068001
Memcpy Instances: 396.490997
Memcpy Classifiers: 0.078000
Kernel 1: 0.027000
Kernel 2: 499.141998
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 493.812988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 504.739014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.011000
Kernel 2: 492.796997
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 503.253998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 510.674011
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.077000
Kernel 1: 0.020000
Kernel 2: 513.284973
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 485.924988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 501.154999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 488.826996
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.060000
Kernel 1: 0.015000
Kernel 2: 237.479004
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001385 0.632287 fi:0.497938. Ave ac:0.002729,0.009183
Best acc 0.001385 0.632287
Initialization: 5.937000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.160000
Kernel 1: 0.026000
Kernel 2: 101.561996
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005628 accuracy2:0.210862
Initialization: 5.826000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.164000
Kernel 1: 0.024000
Kernel 2: 101.636002
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.000982 0.800000 fi:0.299899. Ave ac:0.007034,0.010841
Initialization: 5.843000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.173000
Kernel 1: 0.024000
Kernel 2: 102.179001
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.000982 1.000000 fi:0.099899. Ave ac:0.006417,0.011227
Initialization: 5.808000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.183000
Kernel 1: 0.023000
Kernel 2: 100.614998
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001473 1.000000 fi:0.099682. Ave ac:0.006129,0.010691
Initialization: 5.741000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.192000
Kernel 1: 0.023000
Kernel 2: 101.141998
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000982 1.000000 fi:0.099899. Ave ac:0.005326,0.010861
Initialization: 5.742000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.182000
Kernel 1: 0.024000
Kernel 2: 100.001999
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000982 1.000000 fi:0.099899. Ave ac:0.005661,0.010838
Initialization: 5.808000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.176000
Kernel 1: 0.023000
Kernel 2: 97.757004
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.000737 1.000000 fi:0.120350. Ave ac:0.004374,0.008579
Initialization: 5.884000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.153000
Kernel 1: 0.024000
Kernel 2: 98.310997
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.002210 1.000000 fi:0.099355. Ave ac:0.005644,0.009335
Initialization: 5.832000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.158000
Kernel 1: 0.024000
Kernel 2: 93.458000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000982 1.000000 fi:0.099899. Ave ac:0.004781,0.009547
Initialization: 5.793000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.176000
Kernel 1: 0.023000
Kernel 2: 96.972000
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.000982 1.000000 fi:0.099899. Ave ac:0.005021,0.007959
Initialization: 5.874000
Memcpy Classifiers: 0.457000
Memcpy Instances: 8.158000
Kernel 1: 0.023000
Kernel 2: 94.480003
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.001473 1.000000 fi:0.099681. Ave ac:0.003990,0.005894
Iteration 10:MDL fitness activated
Error 0.099681 TL 0.033549
MDL Theory Length Weight: 0.9903921113 (4)
Initialization: 5.958000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.155000
Kernel 1: 0.024000
Kernel 2: 93.731003
Copyback: 0.019000
Sum: 0.034000
It 10,Best ac:0.002209 1.000000 fi:0.128439. Ave ac:0.003984,0.005784
Initialization: 5.804000
Memcpy Classifiers: 0.546000
Memcpy Instances: 8.166000
Kernel 1: 0.023000
Kernel 2: 90.516998
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.000982 1.000000 fi:0.126742. Ave ac:0.004168,0.007981
Initialization: 5.909000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.155000
Kernel 1: 0.024000
Kernel 2: 89.735001
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001227 1.000000 fi:0.128898. Ave ac:0.003953,0.007271
Initialization: 5.822000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.200000
Kernel 1: 0.023000
Kernel 2: 86.805000
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.000982 1.000000 fi:0.126821. Ave ac:0.003892,0.005797
Initialization: 5.814000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.173000
Kernel 1: 0.023000
Kernel 2: 88.267998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001719 1.000000 fi:0.126495. Ave ac:0.004293,0.006716
Initialization: 5.891000
Memcpy Classifiers: 0.387000
Memcpy Instances: 8.341000
Kernel 1: 0.023000
Kernel 2: 86.353996
Copyback: 0.016000
Sum: 0.033000
It 15,Best ac:0.000982 1.000000 fi:0.136871. Ave ac:0.003443,0.006316
Initialization: 5.729000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.205000
Kernel 1: 0.024000
Kernel 2: 86.002998
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.001227 1.000000 fi:0.128898. Ave ac:0.002548,0.003488
Initialization: 5.915000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.182000
Kernel 1: 0.022000
Kernel 2: 85.647003
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001228 1.000000 fi:0.118734. Ave ac:0.003451,0.004837
Initialization: 5.817000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.181000
Kernel 1: 0.024000
Kernel 2: 85.829002
Copyback: 0.016000
Sum: 0.029000
It 18,Best ac:0.000982 1.000000 fi:0.125559. Ave ac:0.002476,0.003856
Initialization: 5.803000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.202000
Kernel 1: 0.024000
Kernel 2: 86.857002
Copyback: 0.371000
Sum: 0.028000
It 19,Best ac:0.000982 1.000000 fi:0.134272. Ave ac:0.002507,0.005105
Initialization: 5.805000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.169000
Kernel 1: 0.023000
Kernel 2: 85.750999
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000982 1.000000 fi:0.121472. Ave ac:0.003346,0.004836
Initialization: 5.858000
Memcpy Classifiers: 0.428000
Memcpy Instances: 8.154000
Kernel 1: 0.024000
Kernel 2: 86.003998
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000982 1.000000 fi:0.126694. Ave ac:0.002830,0.003446
Initialization: 5.882000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.154000
Kernel 1: 0.024000
Kernel 2: 89.179001
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001473 1.000000 fi:0.128167. Ave ac:0.002428,0.003296
Initialization: 5.797000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.162000
Kernel 1: 0.024000
Kernel 2: 88.235001
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.002947 1.000000 fi:0.125214. Ave ac:0.002312,0.002593
Initialization: 5.844000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.170000
Kernel 1: 0.022000
Kernel 2: 92.963997
Copyback: 0.020000
Sum: 0.031000
It 24,Best ac:0.001719 1.000000 fi:0.122201. Ave ac:0.001845,0.002645
Initialization: 5.811000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.189000
Kernel 1: 0.023000
Kernel 2: 88.155998
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001228 1.000000 fi:0.126713. Ave ac:0.001726,0.002230
Initialization: 5.853000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.168000
Kernel 1: 0.024000
Kernel 2: 85.369003
Copyback: 0.016000
Sum: 0.035000
It 26,Best ac:0.000982 1.000000 fi:0.119239. Ave ac:0.002173,0.002873
MDL Theory Length Weight: 0.8913529001 (10)
Initialization: 5.802000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.351000
Kernel 1: 0.023000
Kernel 2: 84.785004
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.001228 1.000000 fi:0.118157. Ave ac:0.002707,0.003699
Initialization: 5.854000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.212000
Kernel 1: 0.024000
Kernel 2: 85.611000
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.000982 1.000000 fi:0.118436. Ave ac:0.002524,0.002987
Initialization: 5.889000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.170000
Kernel 1: 0.023000
Kernel 2: 86.572998
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001719 1.000000 fi:0.125610. Ave ac:0.001688,0.003326
Initialization: 5.899000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.061000
Kernel 1: 0.032000
Kernel 2: 88.557999
Copyback: 0.016000
Sum: 0.029000
It 30,Best ac:0.000982 1.000000 fi:0.124601. Ave ac:0.002573,0.004014
Initialization: 6.645000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.170000
Kernel 1: 0.024000
Kernel 2: 89.681999
Copyback: 0.018000
Sum: 0.033000
It 31,Best ac:0.000982 1.000000 fi:0.122993. Ave ac:0.002282,0.003721
Initialization: 6.928000
Memcpy Classifiers: 0.565000
Memcpy Instances: 10.268000
Kernel 1: 0.032000
Kernel 2: 87.223999
Copyback: 0.018000
Sum: 0.041000
It 32,Best ac:0.000982 1.000000 fi:0.122601. Ave ac:0.002120,0.003471
Initialization: 5.910000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.253000
Kernel 1: 0.033000
Kernel 2: 89.237999
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001227 1.000000 fi:0.124787. Ave ac:0.002331,0.005533
Initialization: 28.774000
Memcpy Instances: 396.704010
Memcpy Classifiers: 0.073000
Kernel 1: 0.027000
Kernel 2: 507.229004
Copyback: 0.016000
Sum: 0.018000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 508.678986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 489.437012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 514.895996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.011000
Kernel 2: 528.007019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.011000
Kernel 2: 501.260010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 502.356995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 495.324005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 504.838989
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 497.950989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 236.151001
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000894 0.669118 fi:0.451186. Ave ac:0.002671,0.010071
Best acc 0.000894 0.669118
Rule:Att PSSM_-3_7 is [-6.952852,5.529272]|Att PSSM_-2_4 is [-3.564747,7.564747]|Att PSSM_-1_2 is [-6.850060,2.704946]|Att PSSM_-1_4 is [<-1.901354]|Att PSSM_0_12 is [<-3.792089]|Att PSSM_1_3 is [<-1.891926]|Att PSSM_1_5 is [-0.194937,8.126675]|Att PSSM_4_7 is [-4.927567,0.628857]|1
Accuracy : 0.775484
0	1	
157402	6678	
46002	24556	
Removed 272 instances. 203404 Instances left. Acc of rule 0.000894-0.669118
Initialization: 5.835000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.796000
Kernel 1: 0.033000
Kernel 2: 98.276001
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.005798 accuracy2:0.222251
Initialization: 8.304000
Memcpy Classifiers: 0.807000
Memcpy Instances: 8.951000
Kernel 1: 0.024000
Kernel 2: 97.445999
Copyback: 0.017000
Sum: 0.056000
It 0,Best ac:0.000737 0.750000 fi:0.367481. Ave ac:0.005680,0.010057
Initialization: 7.540000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.145000
Kernel 1: 0.024000
Kernel 2: 95.154999
Copyback: 0.018000
Sum: 0.040000
It 1,Best ac:0.000983 1.000000 fi:0.099898. Ave ac:0.005409,0.010209
Initialization: 5.779000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.168000
Kernel 1: 0.025000
Kernel 2: 94.578003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000983 1.000000 fi:0.099897. Ave ac:0.004848,0.008250
Initialization: 6.539000
Memcpy Classifiers: 0.482000
Memcpy Instances: 11.219000
Kernel 1: 0.024000
Kernel 2: 92.972000
Copyback: 0.019000
Sum: 0.039000
It 3,Best ac:0.001721 1.000000 fi:0.099570. Ave ac:0.004451,0.008554
Initialization: 8.359000
Memcpy Classifiers: 0.902000
Memcpy Instances: 9.410000
Kernel 1: 0.024000
Kernel 2: 93.272003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001229 1.000000 fi:0.099788. Ave ac:0.003827,0.005900
Initialization: 5.840000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.142000
Kernel 1: 0.024000
Kernel 2: 93.491997
Copyback: 0.018000
Sum: 0.034000
It 5,Best ac:0.000737 1.000000 fi:0.117481. Ave ac:0.004413,0.006713
Initialization: 7.283000
Memcpy Classifiers: 0.639000
Memcpy Instances: 9.789000
Kernel 1: 0.032000
Kernel 2: 93.689003
Copyback: 0.018000
Sum: 0.040000
It 6,Best ac:0.000983 1.000000 fi:0.099897. Ave ac:0.004190,0.007958
Initialization: 6.113000
Memcpy Classifiers: 0.871000
Memcpy Instances: 11.357000
Kernel 1: 0.024000
Kernel 2: 93.935997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000983 1.000000 fi:0.099897. Ave ac:0.003443,0.005554
Initialization: 6.999000
Memcpy Classifiers: 0.690000
Memcpy Instances: 10.041000
Kernel 1: 0.023000
Kernel 2: 93.978996
Copyback: 0.018000
Sum: 0.038000
It 8,Best ac:0.000737 1.000000 fi:0.117481. Ave ac:0.004421,0.007572
Initialization: 7.906000
Memcpy Classifiers: 0.745000
Memcpy Instances: 10.150000
Kernel 1: 0.031000
Kernel 2: 94.345001
Copyback: 0.018000
Sum: 0.041000
It 9,Best ac:0.001229 1.000000 fi:0.099788. Ave ac:0.005197,0.012347
Iteration 10:MDL fitness activated
Error 0.099788 TL 0.030112
MDL Theory Length Weight: 1.1046371458 (7)
Initialization: 6.649000
Memcpy Classifiers: 0.434000
Memcpy Instances: 13.792000
Kernel 1: 0.026000
Kernel 2: 92.320000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001475 1.000000 fi:0.133534. Ave ac:0.004305,0.007776
Initialization: 6.630000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.740000
Kernel 1: 0.033000
Kernel 2: 92.073997
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000737 1.000000 fi:0.149510. Ave ac:0.003361,0.005738
Initialization: 5.845000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.251000
Kernel 1: 0.033000
Kernel 2: 92.987000
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001475 1.000000 fi:0.129507. Ave ac:0.003334,0.005381
Initialization: 8.409000
Memcpy Classifiers: 0.685000
Memcpy Instances: 10.456000
Kernel 1: 0.023000
Kernel 2: 87.358002
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.000983 1.000000 fi:0.138645. Ave ac:0.002805,0.004789
Initialization: 5.906000
Memcpy Classifiers: 0.449000
Memcpy Instances: 11.455000
Kernel 1: 0.031000
Kernel 2: 90.016998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.000983 1.000000 fi:0.128780. Ave ac:0.003214,0.006275
Initialization: 5.888000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.485000
Kernel 1: 0.023000
Kernel 2: 86.884003
Copyback: 0.017000
Sum: 0.065000
It 15,Best ac:0.000983 1.000000 fi:0.133215. Ave ac:0.002251,0.003604
Initialization: 7.504000
Memcpy Classifiers: 0.711000
Memcpy Instances: 8.496000
Kernel 1: 0.031000
Kernel 2: 88.262001
Copyback: 0.017000
Sum: 0.040000
It 16,Best ac:0.001967 1.000000 fi:0.137687. Ave ac:0.002762,0.004730
Initialization: 6.119000
Memcpy Classifiers: 0.712000
Memcpy Instances: 13.005000
Kernel 1: 0.026000
Kernel 2: 87.735001
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.001229 1.000000 fi:0.121603. Ave ac:0.001855,0.005240
Initialization: 5.940000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.692000
Kernel 1: 0.022000
Kernel 2: 87.403999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001229 1.000000 fi:0.130657. Ave ac:0.003360,0.007703
Initialization: 6.063000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.156000
Kernel 1: 0.024000
Kernel 2: 86.529999
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001475 1.000000 fi:0.143339. Ave ac:0.003054,0.007557
Initialization: 6.244000
Memcpy Classifiers: 0.680000
Memcpy Instances: 12.003000
Kernel 1: 0.022000
Kernel 2: 87.751999
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.001967 1.000000 fi:0.125665. Ave ac:0.003201,0.006023
Initialization: 6.123000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.148000
Kernel 1: 0.023000
Kernel 2: 86.888000
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.001229 1.000000 fi:0.129684. Ave ac:0.003255,0.006640
Initialization: 5.857000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.748000
Kernel 1: 0.026000
Kernel 2: 86.819000
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.000983 1.000000 fi:0.141676. Ave ac:0.003039,0.005902
Initialization: 8.069000
Memcpy Classifiers: 0.680000
Memcpy Instances: 10.778000
Kernel 1: 0.024000
Kernel 2: 85.184998
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.001229 1.000000 fi:0.127571. Ave ac:0.003787,0.008332
Initialization: 8.416000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.154000
Kernel 1: 0.025000
Kernel 2: 86.639000
Copyback: 0.017000
Sum: 0.037000
It 24,Best ac:0.000983 1.000000 fi:0.128889. Ave ac:0.002992,0.007924
Initialization: 5.866000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.171000
Kernel 1: 0.023000
Kernel 2: 90.294998
Copyback: 0.018000
Sum: 0.034000
It 25,Best ac:0.000983 1.000000 fi:0.121129. Ave ac:0.002422,0.003957
Initialization: 6.767000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.461000
Kernel 1: 0.026000
Kernel 2: 93.625000
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.000983 1.000000 fi:0.125601. Ave ac:0.002106,0.004091
Initialization: 6.479000
Memcpy Classifiers: 0.582000
Memcpy Instances: 11.363000
Kernel 1: 0.024000
Kernel 2: 93.098999
Copyback: 0.371000
Sum: 0.035000
It 27,Best ac:0.001229 1.000000 fi:0.123237. Ave ac:0.002483,0.004622
Initialization: 6.481000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.007000
Kernel 1: 0.026000
Kernel 2: 95.267998
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000983 1.000000 fi:0.140208. Ave ac:0.002698,0.004936
Initialization: 5.884000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.162000
Kernel 1: 0.024000
Kernel 2: 93.856003
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001475 1.000000 fi:0.129543. Ave ac:0.002923,0.004894
Initialization: 5.850000
Memcpy Classifiers: 0.366000
Memcpy Instances: 10.525000
Kernel 1: 0.032000
Kernel 2: 93.195999
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000983 1.000000 fi:0.129825. Ave ac:0.002647,0.006509
Initialization: 5.879000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.169000
Kernel 1: 0.024000
Kernel 2: 92.313004
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.001475 1.000000 fi:0.123128. Ave ac:0.002283,0.004363
Initialization: 5.865000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.710000
Kernel 1: 0.022000
Kernel 2: 91.614998
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000983 1.000000 fi:0.129871. Ave ac:0.002400,0.003761
Initialization: 5.855000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.167000
Kernel 1: 0.024000
Kernel 2: 89.892998
Copyback: 0.017000
Sum: 0.039000
It 33,Best ac:0.000983 1.000000 fi:0.129793. Ave ac:0.001908,0.003427
Initialization: 27.760000
Memcpy Instances: 460.750000
Memcpy Classifiers: 0.081000
Kernel 1: 0.027000
Kernel 2: 573.455017
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 541.695007
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.117000
Kernel 1: 0.022000
Kernel 2: 534.265991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 554.463989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.021000
Kernel 2: 556.630005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.014000
Kernel 2: 548.530029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 551.166016
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 540.502991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 541.807983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.022000
Kernel 2: 541.656982
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 260.855011
Copyback: 0.017000
Sum: 0.001000
It 34,Best ac:0.001057 0.626822 fi:0.496491. Ave ac:0.002269,0.007892
Best acc 0.001057 0.626822
Initialization: 5.875000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.186000
Kernel 1: 0.024000
Kernel 2: 99.964996
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005204 accuracy2:0.224194
Initialization: 5.941000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.230000
Kernel 1: 0.024000
Kernel 2: 101.079002
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.000737 1.000000 fi:0.117481. Ave ac:0.006345,0.010201
Initialization: 5.915000
Memcpy Classifiers: 0.523000
Memcpy Instances: 12.174000
Kernel 1: 0.027000
Kernel 2: 99.763000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001721 0.875000 fi:0.224570. Ave ac:0.005393,0.010549
Initialization: 7.969000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.997000
Kernel 1: 0.023000
Kernel 2: 99.049004
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000737 1.000000 fi:0.117481. Ave ac:0.005521,0.013164
Initialization: 6.789000
Memcpy Classifiers: 0.474000
Memcpy Instances: 11.110000
Kernel 1: 0.023000
Kernel 2: 98.371002
Copyback: 0.018000
Sum: 0.041000
It 3,Best ac:0.001229 1.000000 fi:0.099788. Ave ac:0.003801,0.007310
Initialization: 5.843000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.157000
Kernel 1: 0.023000
Kernel 2: 98.208000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001229 1.000000 fi:0.099788. Ave ac:0.004246,0.008323
Initialization: 5.862000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.146000
Kernel 1: 0.025000
Kernel 2: 97.253998
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001229 1.000000 fi:0.099788. Ave ac:0.003796,0.006555
Initialization: 5.876000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.157000
Kernel 1: 0.024000
Kernel 2: 96.678001
Copyback: 0.016000
Sum: 0.032000
It 6,Best ac:0.000983 1.000000 fi:0.099897. Ave ac:0.002909,0.004888
Initialization: 5.858000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.158000
Kernel 1: 0.024000
Kernel 2: 95.403999
Copyback: 0.018000
Sum: 0.031000
It 7,Best ac:0.001721 1.000000 fi:0.099570. Ave ac:0.003021,0.005466
Initialization: 5.865000
Memcpy Classifiers: 0.474000
Memcpy Instances: 8.147000
Kernel 1: 0.025000
Kernel 2: 93.000000
Copyback: 0.018000
Sum: 0.047000
It 8,Best ac:0.001475 1.000000 fi:0.099679. Ave ac:0.003755,0.010147
Initialization: 5.843000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.162000
Kernel 1: 0.024000
Kernel 2: 92.911003
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.001721 1.000000 fi:0.099570. Ave ac:0.003427,0.005731
Iteration 10:MDL fitness activated
Error 0.099570 TL 0.037924
MDL Theory Length Weight: 0.8751845308 (3)
Initialization: 5.858000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.177000
Kernel 1: 0.024000
Kernel 2: 91.828003
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.000737 1.000000 fi:0.159418. Ave ac:0.002654,0.004062
Initialization: 5.908000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.146000
Kernel 1: 0.024000
Kernel 2: 93.684998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.002212 1.000000 fi:0.128133. Ave ac:0.002951,0.004566
Initialization: 5.872000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.154000
Kernel 1: 0.025000
Kernel 2: 98.345001
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000983 1.000000 fi:0.125519. Ave ac:0.002577,0.004464
Initialization: 5.865000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.153000
Kernel 1: 0.024000
Kernel 2: 96.290001
Copyback: 0.018000
Sum: 0.042000
It 13,Best ac:0.001229 1.000000 fi:0.132678. Ave ac:0.002906,0.004525
Initialization: 6.772000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.774000
Kernel 1: 0.023000
Kernel 2: 94.241997
Copyback: 0.016000
Sum: 0.028000
It 14,Best ac:0.001475 1.000000 fi:0.127879. Ave ac:0.002943,0.005745
Initialization: 8.848000
Memcpy Classifiers: 0.775000
Memcpy Instances: 8.539000
Kernel 1: 0.025000
Kernel 2: 93.431000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000737 1.000000 fi:0.154848. Ave ac:0.002821,0.005755
Initialization: 5.847000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.155000
Kernel 1: 0.024000
Kernel 2: 94.250999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000983 1.000000 fi:0.126110. Ave ac:0.003281,0.005992
Initialization: 5.849000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.159000
Kernel 1: 0.024000
Kernel 2: 93.166000
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.001475 1.000000 fi:0.126656. Ave ac:0.002880,0.004673
Initialization: 5.876000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.148000
Kernel 1: 0.024000
Kernel 2: 89.695999
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001475 1.000000 fi:0.126447. Ave ac:0.002192,0.003424
Initialization: 5.882000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.158000
Kernel 1: 0.025000
Kernel 2: 90.415001
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.001229 1.000000 fi:0.129147. Ave ac:0.002707,0.004694
Initialization: 5.879000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.185000
Kernel 1: 0.023000
Kernel 2: 88.021004
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001229 1.000000 fi:0.119649. Ave ac:0.002728,0.005079
Initialization: 5.839000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.226000
Kernel 1: 0.031000
Kernel 2: 87.866997
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001475 1.000000 fi:0.125170. Ave ac:0.002754,0.004900
Initialization: 5.902000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.156000
Kernel 1: 0.024000
Kernel 2: 85.731003
Copyback: 0.018000
Sum: 0.038000
It 22,Best ac:0.001229 1.000000 fi:0.122727. Ave ac:0.002267,0.003452
Initialization: 7.140000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.158000
Kernel 1: 0.024000
Kernel 2: 85.679001
Copyback: 0.018000
Sum: 0.042000
It 23,Best ac:0.001229 1.000000 fi:0.128134. Ave ac:0.002785,0.004085
Initialization: 5.837000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.148000
Kernel 1: 0.023000
Kernel 2: 83.685997
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.000983 1.000000 fi:0.125718. Ave ac:0.002673,0.004141
Initialization: 6.540000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.158000
Kernel 1: 0.023000
Kernel 2: 84.008003
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.000983 1.000000 fi:0.128105. Ave ac:0.002518,0.004043
Initialization: 6.337000
Memcpy Classifiers: 0.387000
Memcpy Instances: 11.515000
Kernel 1: 0.023000
Kernel 2: 84.344002
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001229 1.000000 fi:0.123336. Ave ac:0.002583,0.004139
Initialization: 5.899000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.182000
Kernel 1: 0.022000
Kernel 2: 83.786003
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001475 1.000000 fi:0.132782. Ave ac:0.002101,0.002493
Initialization: 7.527000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.148000
Kernel 1: 0.024000
Kernel 2: 85.801003
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.000983 1.000000 fi:0.126422. Ave ac:0.001950,0.002520
Initialization: 7.095000
Memcpy Classifiers: 0.615000
Memcpy Instances: 12.334000
Kernel 1: 0.023000
Kernel 2: 84.275002
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.000983 1.000000 fi:0.134178. Ave ac:0.002035,0.003164
MDL Theory Length Weight: 0.7876660777 (10)
Initialization: 6.203000
Memcpy Classifiers: 0.379000
Memcpy Instances: 11.106000
Kernel 1: 0.032000
Kernel 2: 85.028999
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000983 1.000000 fi:0.118710. Ave ac:0.002457,0.003251
Initialization: 8.432000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.128000
Kernel 1: 0.023000
Kernel 2: 82.768997
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000983 1.000000 fi:0.128219. Ave ac:0.001953,0.003165
Initialization: 5.911000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.385000
Kernel 1: 0.031000
Kernel 2: 83.703003
Copyback: 0.018000
Sum: 0.037000
It 32,Best ac:0.000983 1.000000 fi:0.117774. Ave ac:0.002348,0.003238
Initialization: 5.880000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.721000
Kernel 1: 0.027000
Kernel 2: 81.818001
Copyback: 0.018000
Sum: 0.038000
It 33,Best ac:0.000983 1.000000 fi:0.123147. Ave ac:0.002278,0.003262
Initialization: 31.572001
Memcpy Instances: 473.181000
Memcpy Classifiers: 0.072000
Kernel 1: 0.023000
Kernel 2: 499.123993
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 502.626007
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.016000
Kernel 2: 494.440002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 496.854004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.022000
Kernel 2: 496.912994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.016000
Kernel 2: 508.941986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 520.409973
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 500.265015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.023000
Kernel 2: 517.306030
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 499.395996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 229.100006
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000796 0.675000 fi:0.450491. Ave ac:0.002517,0.008393
Best acc 0.000796 0.675000
Rule:Att PSSM_-1_12 is [-5.888930,-3.134039]|Att PSSM_-1_18 is [-3.811752,9.811752]|Att PSSM_0_6 is [-4.935895,2.935895]|Att PSSM_0_7 is [<-2.592601]|Att PSSM_0_15 is [<1.359481]|Att PSSM_1_10 is [-3.323862,5.323862]|Att PSSM_2_6 is [<-1.591933]|Att PSSM_3_2 is [-6.982795,-1.017205]|Att PSSM_3_6 is [-4.454467,2.454467]|Att PSSM_4_12 is [-5.013427,-0.731659]|1
Accuracy : 0.775842
0	1	
157324	6756	
45840	24718	
Removed 240 instances. 203164 Instances left. Acc of rule 0.000796-0.675000
Initialization: 6.054000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.153000
Kernel 1: 0.025000
Kernel 2: 99.681000
Copyback: 0.016000
Sum: 0.039000
Initial population average accuracy1:0.005811 accuracy2:0.223686
Initialization: 5.834000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.165000
Kernel 1: 0.023000
Kernel 2: 99.347000
Copyback: 0.016000
Sum: 0.051000
It 0,Best ac:0.001230 1.000000 fi:0.099787. Ave ac:0.006426,0.012307
Initialization: 5.860000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.195000
Kernel 1: 0.022000
Kernel 2: 99.110001
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000738 1.000000 fi:0.113628. Ave ac:0.006770,0.012385
Initialization: 5.828000
Memcpy Classifiers: 0.501000
Memcpy Instances: 8.153000
Kernel 1: 0.024000
Kernel 2: 98.574997
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001231 1.000000 fi:0.099786. Ave ac:0.006259,0.011495
Initialization: 5.845000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.155000
Kernel 1: 0.024000
Kernel 2: 98.786003
Copyback: 0.018000
Sum: 0.043000
It 3,Best ac:0.000738 1.000000 fi:0.114594. Ave ac:0.005924,0.010193
Initialization: 5.852000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.132000
Kernel 1: 0.023000
Kernel 2: 99.577003
Copyback: 0.016000
Sum: 0.032000
It 4,Best ac:0.000985 1.000000 fi:0.099896. Ave ac:0.006063,0.011479
Initialization: 5.834000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.173000
Kernel 1: 0.023000
Kernel 2: 99.120003
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000984 1.000000 fi:0.099896. Ave ac:0.005623,0.010250
Initialization: 5.727000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.232000
Kernel 1: 0.023000
Kernel 2: 97.510002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001230 1.000000 fi:0.099787. Ave ac:0.004129,0.008200
Initialization: 7.054000
Memcpy Classifiers: 0.417000
Memcpy Instances: 10.515000
Kernel 1: 0.023000
Kernel 2: 94.621002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.000984 1.000000 fi:0.099896. Ave ac:0.004003,0.006102
Initialization: 8.770000
Memcpy Classifiers: 0.649000
Memcpy Instances: 10.518000
Kernel 1: 0.023000
Kernel 2: 95.794998
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.000984 1.000000 fi:0.099896. Ave ac:0.004108,0.006159
Initialization: 8.639000
Memcpy Classifiers: 0.775000
Memcpy Instances: 12.234000
Kernel 1: 0.023000
Kernel 2: 95.974998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.002461 1.000000 fi:0.099240. Ave ac:0.003387,0.005264
Iteration 10:MDL fitness activated
Error 0.099240 TL 0.047877
MDL Theory Length Weight: 0.6909352010 (1)
Initialization: 5.696000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.161000
Kernel 1: 0.023000
Kernel 2: 98.750000
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.000985 1.000000 fi:0.124585. Ave ac:0.002552,0.003957
Initialization: 5.835000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.171000
Kernel 1: 0.023000
Kernel 2: 100.476997
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001476 1.000000 fi:0.124162. Ave ac:0.003242,0.005386
Initialization: 5.788000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.160000
Kernel 1: 0.024000
Kernel 2: 97.669998
Copyback: 0.018000
Sum: 0.034000
It 12,Best ac:0.001230 1.000000 fi:0.125060. Ave ac:0.002381,0.003693
Initialization: 5.803000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.139000
Kernel 1: 0.023000
Kernel 2: 99.999001
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000738 1.000000 fi:0.140028. Ave ac:0.002301,0.004895
Initialization: 5.862000
Memcpy Classifiers: 0.473000
Memcpy Instances: 8.147000
Kernel 1: 0.024000
Kernel 2: 97.886002
Copyback: 0.017000
Sum: 0.039000
It 14,Best ac:0.000984 1.000000 fi:0.129259. Ave ac:0.002441,0.004258
Initialization: 5.806000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.160000
Kernel 1: 0.024000
Kernel 2: 98.577003
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000984 1.000000 fi:0.124545. Ave ac:0.002888,0.004646
Initialization: 5.804000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.155000
Kernel 1: 0.024000
Kernel 2: 99.780998
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000984 1.000000 fi:0.124585. Ave ac:0.002784,0.004421
Initialization: 5.853000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.157000
Kernel 1: 0.025000
Kernel 2: 100.966003
Copyback: 0.018000
Sum: 0.037000
It 17,Best ac:0.001230 1.000000 fi:0.128985. Ave ac:0.002661,0.004392
Initialization: 5.801000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.164000
Kernel 1: 0.024000
Kernel 2: 100.108002
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000984 1.000000 fi:0.121759. Ave ac:0.002164,0.003083
Initialization: 5.793000
Memcpy Classifiers: 0.466000
Memcpy Instances: 8.163000
Kernel 1: 0.024000
Kernel 2: 97.947998
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000984 1.000000 fi:0.124341. Ave ac:0.002246,0.002774
Initialization: 5.829000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.137000
Kernel 1: 0.024000
Kernel 2: 96.939003
Copyback: 0.016000
Sum: 0.030000
It 20,Best ac:0.000984 1.000000 fi:0.121046. Ave ac:0.002477,0.003368
Initialization: 5.939000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.173000
Kernel 1: 0.023000
Kernel 2: 96.797997
Copyback: 0.018000
Sum: 0.042000
It 21,Best ac:0.000984 1.000000 fi:0.121791. Ave ac:0.002534,0.003455
Initialization: 5.835000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.133000
Kernel 1: 0.024000
Kernel 2: 96.248001
Copyback: 0.018000
Sum: 0.043000
It 22,Best ac:0.001969 1.000000 fi:0.124401. Ave ac:0.002005,0.002384
Initialization: 6.080000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.197000
Kernel 1: 0.023000
Kernel 2: 95.237999
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.001723 1.000000 fi:0.126508. Ave ac:0.001631,0.002171
Initialization: 5.825000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.202000
Kernel 1: 0.024000
Kernel 2: 96.473000
Copyback: 0.018000
Sum: 0.040000
It 24,Best ac:0.000984 1.000000 fi:0.117476. Ave ac:0.002071,0.002972
Initialization: 6.764000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.181000
Kernel 1: 0.023000
Kernel 2: 96.594002
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000984 1.000000 fi:0.121759. Ave ac:0.001843,0.002870
Initialization: 5.824000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.171000
Kernel 1: 0.023000
Kernel 2: 95.730003
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001231 1.000000 fi:0.122509. Ave ac:0.001878,0.002507
Initialization: 5.855000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.145000
Kernel 1: 0.023000
Kernel 2: 99.491997
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.001477 1.000000 fi:0.124022. Ave ac:0.002426,0.003751
Initialization: 5.850000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.135000
Kernel 1: 0.023000
Kernel 2: 96.347000
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001969 1.000000 fi:0.120474. Ave ac:0.002237,0.003432
Initialization: 5.768000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.147000
Kernel 1: 0.023000
Kernel 2: 93.218002
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.001723 1.000000 fi:0.123111. Ave ac:0.002042,0.003265
Initialization: 5.801000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.145000
Kernel 1: 0.024000
Kernel 2: 94.291000
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001231 1.000000 fi:0.123329. Ave ac:0.002947,0.003696
Initialization: 5.828000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.145000
Kernel 1: 0.023000
Kernel 2: 94.360001
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001231 1.000000 fi:0.120612. Ave ac:0.002345,0.003101
Initialization: 5.775000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.144000
Kernel 1: 0.024000
Kernel 2: 92.917999
Copyback: 0.016000
Sum: 0.029000
It 32,Best ac:0.001231 1.000000 fi:0.120048. Ave ac:0.001592,0.002112
Initialization: 5.899000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.136000
Kernel 1: 0.023000
Kernel 2: 88.969002
Copyback: 0.016000
Sum: 0.031000
It 33,Best ac:0.001723 1.000000 fi:0.123927. Ave ac:0.001585,0.001915
MDL Theory Length Weight: 0.6218416809 (10)
Initialization: 26.009001
Memcpy Instances: 404.085999
Memcpy Classifiers: 0.081000
Kernel 1: 0.024000
Kernel 2: 530.408997
Copyback: 0.022000
Sum: 0.014000
Memcpy Classifiers: 0.081000
Kernel 1: 0.021000
Kernel 2: 523.338013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 544.698975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 526.880981
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 550.226990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.017000
Kernel 2: 556.864990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 557.728027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 546.765991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 547.369995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 531.711975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 245.184006
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000856 0.649254 fi:0.477125. Ave ac:0.001677,0.005420
Best acc 0.000856 0.649254
Initialization: 5.839000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.151000
Kernel 1: 0.025000
Kernel 2: 100.060997
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005282 accuracy2:0.214188
Initialization: 5.906000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.133000
Kernel 1: 0.024000
Kernel 2: 99.382004
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.000738 0.750000 fi:0.364594. Ave ac:0.006381,0.012921
Initialization: 5.857000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.147000
Kernel 1: 0.023000
Kernel 2: 98.611000
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.001969 0.800000 fi:0.299457. Ave ac:0.006248,0.011509
Initialization: 5.764000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.141000
Kernel 1: 0.024000
Kernel 2: 98.500999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001231 1.000000 fi:0.099787. Ave ac:0.005645,0.008126
Initialization: 5.884000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.168000
Kernel 1: 0.023000
Kernel 2: 98.014999
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001231 1.000000 fi:0.099787. Ave ac:0.004870,0.007618
Initialization: 5.842000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.150000
Kernel 1: 0.025000
Kernel 2: 96.732002
Copyback: 0.018000
Sum: 0.038000
It 4,Best ac:0.000738 1.000000 fi:0.114594. Ave ac:0.004225,0.006431
Initialization: 5.897000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.154000
Kernel 1: 0.023000
Kernel 2: 94.394997
Copyback: 0.016000
Sum: 0.031000
It 5,Best ac:0.000984 1.000000 fi:0.099896. Ave ac:0.003657,0.006224
Initialization: 6.380000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.395000
Kernel 1: 0.033000
Kernel 2: 93.906998
Copyback: 0.018000
Sum: 0.031000
It 6,Best ac:0.000738 1.000000 fi:0.113628. Ave ac:0.004520,0.007951
Initialization: 5.895000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.150000
Kernel 1: 0.024000
Kernel 2: 95.214996
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000984 1.000000 fi:0.099896. Ave ac:0.005457,0.009566
Initialization: 6.438000
Memcpy Classifiers: 0.471000
Memcpy Instances: 11.066000
Kernel 1: 0.024000
Kernel 2: 95.161003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001723 1.000000 fi:0.099568. Ave ac:0.003618,0.005669
Initialization: 5.885000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.267000
Kernel 1: 0.024000
Kernel 2: 97.254997
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001476 1.000000 fi:0.099677. Ave ac:0.003501,0.005976
Iteration 10:MDL fitness activated
Error 0.099677 TL 0.044632
MDL Theory Length Weight: 0.7444365858 (2)
Initialization: 5.869000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.139000
Kernel 1: 0.024000
Kernel 2: 95.390999
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.000738 1.000000 fi:0.144885. Ave ac:0.003506,0.005927
Initialization: 5.937000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.142000
Kernel 1: 0.023000
Kernel 2: 94.917000
Copyback: 0.018000
Sum: 0.039000
It 11,Best ac:0.001230 1.000000 fi:0.131649. Ave ac:0.003200,0.005528
Initialization: 5.853000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.153000
Kernel 1: 0.024000
Kernel 2: 94.786003
Copyback: 0.018000
Sum: 0.034000
It 12,Best ac:0.000984 1.000000 fi:0.121786. Ave ac:0.003122,0.005103
Initialization: 5.902000
Memcpy Classifiers: 0.813000
Memcpy Instances: 8.131000
Kernel 1: 0.024000
Kernel 2: 99.672997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001231 1.000000 fi:0.120396. Ave ac:0.002738,0.004383
Initialization: 6.735000
Memcpy Classifiers: 0.647000
Memcpy Instances: 10.468000
Kernel 1: 0.024000
Kernel 2: 95.891998
Copyback: 0.018000
Sum: 0.037000
It 14,Best ac:0.001477 1.000000 fi:0.125265. Ave ac:0.002905,0.004898
Initialization: 7.038000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.135000
Kernel 1: 0.023000
Kernel 2: 96.861000
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000984 1.000000 fi:0.128185. Ave ac:0.002553,0.004325
Initialization: 7.137000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.516000
Kernel 1: 0.023000
Kernel 2: 96.495003
Copyback: 0.018000
Sum: 0.038000
It 16,Best ac:0.000984 1.000000 fi:0.127378. Ave ac:0.002564,0.003748
Initialization: 5.835000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.157000
Kernel 1: 0.025000
Kernel 2: 97.865997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000984 1.000000 fi:0.124189. Ave ac:0.002759,0.005424
Initialization: 5.785000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.153000
Kernel 1: 0.024000
Kernel 2: 96.141998
Copyback: 0.018000
Sum: 0.041000
It 18,Best ac:0.001231 1.000000 fi:0.122647. Ave ac:0.002785,0.005833
Initialization: 6.979000
Memcpy Classifiers: 0.590000
Memcpy Instances: 9.339000
Kernel 1: 0.023000
Kernel 2: 96.081001
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000984 1.000000 fi:0.124037. Ave ac:0.002359,0.004098
Initialization: 5.767000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.159000
Kernel 1: 0.024000
Kernel 2: 95.087997
Copyback: 0.016000
Sum: 0.032000
It 20,Best ac:0.000985 1.000000 fi:0.122934. Ave ac:0.002790,0.004498
Initialization: 5.810000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.147000
Kernel 1: 0.024000
Kernel 2: 95.588997
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.002461 1.000000 fi:0.124124. Ave ac:0.002262,0.004050
Initialization: 5.782000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.224000
Kernel 1: 0.023000
Kernel 2: 95.797997
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.003199 1.000000 fi:0.123968. Ave ac:0.002742,0.004872
MDL Theory Length Weight: 0.6699929273 (10)
Initialization: 5.682000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.146000
Kernel 1: 0.023000
Kernel 2: 96.814003
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001476 1.000000 fi:0.113350. Ave ac:0.001932,0.002541
Initialization: 5.869000
Memcpy Classifiers: 0.443000
Memcpy Instances: 8.149000
Kernel 1: 0.024000
Kernel 2: 94.392998
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.001231 1.000000 fi:0.115326. Ave ac:0.001814,0.003299
Initialization: 5.829000
Memcpy Classifiers: 0.423000
Memcpy Instances: 8.177000
Kernel 1: 0.024000
Kernel 2: 92.385002
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.002215 1.000000 fi:0.118195. Ave ac:0.002179,0.003746
Initialization: 5.687000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.166000
Kernel 1: 0.024000
Kernel 2: 95.208000
Copyback: 0.016000
Sum: 0.034000
It 26,Best ac:0.001969 1.000000 fi:0.117093. Ave ac:0.002159,0.002925
Initialization: 5.816000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.140000
Kernel 1: 0.024000
Kernel 2: 92.469002
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.001723 1.000000 fi:0.119786. Ave ac:0.001796,0.002653
Initialization: 5.913000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.152000
Kernel 1: 0.023000
Kernel 2: 93.402000
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.000984 1.000000 fi:0.113596. Ave ac:0.001831,0.002844
Initialization: 5.824000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.172000
Kernel 1: 0.023000
Kernel 2: 93.849998
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001231 1.000000 fi:0.121560. Ave ac:0.001911,0.002795
Initialization: 5.883000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.148000
Kernel 1: 0.024000
Kernel 2: 96.226997
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.001231 1.000000 fi:0.116426. Ave ac:0.002236,0.003189
Initialization: 5.795000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.151000
Kernel 1: 0.023000
Kernel 2: 96.458000
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.002707 1.000000 fi:0.114629. Ave ac:0.001865,0.002966
Initialization: 5.840000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.146000
Kernel 1: 0.024000
Kernel 2: 96.839996
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000985 1.000000 fi:0.118444. Ave ac:0.001967,0.003852
MDL Theory Length Weight: 0.6029936345 (20)
Initialization: 5.724000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.156000
Kernel 1: 0.024000
Kernel 2: 94.095001
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001723 1.000000 fi:0.114723. Ave ac:0.001180,0.002079
Initialization: 26.045000
Memcpy Instances: 480.339996
Memcpy Classifiers: 0.073000
Kernel 1: 0.025000
Kernel 2: 547.146973
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 544.218018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 559.942017
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.071000
Kernel 1: 0.017000
Kernel 2: 572.473999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 566.002991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 570.257996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 580.692993
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 577.234009
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.112000
Kernel 1: 0.022000
Kernel 2: 564.932983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 554.831970
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 253.315002
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001265 0.645729 fi:0.471004. Ave ac:0.001904,0.006071
Best acc 0.001265 0.645729
Rule:Att PSSM_-4_2 is [-4.895958,3.289413]|Att PSSM_-4_6 is [-4.389030,0.389030]|Att PSSM_-4_17 is [-4.846440,4.846440]|Att PSSM_-1_2 is [<-0.526031]|Att PSSM_-1_9 is [-6.105292,6.105292]|Att PSSM_0_3 is [-6.811931,-1.617956]|Att PSSM_0_7 is [-6.923096,-2.329340]|Att PSSM_1_10 is [-1.065515,3.065515]|Att PSSM_1_17 is [-4.972530,2.813868]|Att PSSM_2_2 is [-3.390863,2.907889]|Att PSSM_2_11 is [<-0.933397]|Att PSSM_3_12 is [<-1.103230]|Att PSSM_4_6 is [-5.796770,-0.203230]|Att PSSM_4_13 is [>-0.619267]|1
Accuracy : 0.776183
0	1	
157230	6850	
45666	24892	
Removed 268 instances. 202896 Instances left. Acc of rule 0.000856-0.649254
Initialization: 6.828000
Memcpy Classifiers: 0.624000
Memcpy Instances: 8.226000
Kernel 1: 0.026000
Kernel 2: 98.142998
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005516 accuracy2:0.217111
Initialization: 6.283000
Memcpy Classifiers: 0.506000
Memcpy Instances: 11.488000
Kernel 1: 0.023000
Kernel 2: 99.541000
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.000985 0.800000 fi:0.299895. Ave ac:0.005513,0.010267
Initialization: 7.607000
Memcpy Classifiers: 0.839000
Memcpy Instances: 12.135000
Kernel 1: 0.027000
Kernel 2: 99.999001
Copyback: 0.016000
Sum: 0.033000
It 1,Best ac:0.000986 1.000000 fi:0.099894. Ave ac:0.005696,0.009905
Initialization: 6.064000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.773000
Kernel 1: 0.023000
Kernel 2: 99.008003
Copyback: 0.016000
Sum: 0.030000
It 2,Best ac:0.001232 1.000000 fi:0.099784. Ave ac:0.005001,0.007298
Initialization: 7.236000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.871000
Kernel 1: 0.032000
Kernel 2: 97.714996
Copyback: 0.018000
Sum: 0.044000
It 3,Best ac:0.000739 1.000000 fi:0.110715. Ave ac:0.005813,0.013040
Initialization: 8.339000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.199000
Kernel 1: 0.023000
Kernel 2: 94.584999
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.000986 1.000000 fi:0.099894. Ave ac:0.005442,0.010700
Initialization: 5.845000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.126000
Kernel 1: 0.024000
Kernel 2: 92.615997
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.000739 1.000000 fi:0.110715. Ave ac:0.004469,0.009099
Initialization: 5.872000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.127000
Kernel 1: 0.023000
Kernel 2: 93.556000
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.000739 1.000000 fi:0.110715. Ave ac:0.004561,0.008606
Initialization: 5.786000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.147000
Kernel 1: 0.025000
Kernel 2: 90.986000
Copyback: 0.017000
Sum: 0.039000
It 7,Best ac:0.000739 1.000000 fi:0.110715. Ave ac:0.004138,0.007220
Initialization: 5.817000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.153000
Kernel 1: 0.023000
Kernel 2: 86.960999
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.000739 1.000000 fi:0.110715. Ave ac:0.003942,0.008873
Initialization: 5.835000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.145000
Kernel 1: 0.024000
Kernel 2: 86.663002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001232 1.000000 fi:0.099784. Ave ac:0.002927,0.004805
Iteration 10:MDL fitness activated
Error 0.099784 TL 0.039184
MDL Theory Length Weight: 0.8488463684 (8)
Initialization: 5.788000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.133000
Kernel 1: 0.024000
Kernel 2: 87.657997
Copyback: 0.016000
Sum: 0.029000
It 10,Best ac:0.001232 1.000000 fi:0.121264. Ave ac:0.004155,0.007806
Initialization: 5.826000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.165000
Kernel 1: 0.024000
Kernel 2: 86.016998
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001479 1.000000 fi:0.120798. Ave ac:0.004396,0.007367
Initialization: 5.793000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.159000
Kernel 1: 0.024000
Kernel 2: 84.858002
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000985 1.000000 fi:0.120023. Ave ac:0.003443,0.006599
Initialization: 5.811000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.138000
Kernel 1: 0.024000
Kernel 2: 83.542000
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.000985 1.000000 fi:0.125937. Ave ac:0.003960,0.007140
Initialization: 6.006000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.146000
Kernel 1: 0.024000
Kernel 2: 82.968002
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.000739 1.000000 fi:0.140684. Ave ac:0.004281,0.008479
Initialization: 5.801000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.150000
Kernel 1: 0.024000
Kernel 2: 82.013000
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.000739 1.000000 fi:0.126676. Ave ac:0.004857,0.011424
Initialization: 7.153000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.140000
Kernel 1: 0.029000
Kernel 2: 80.976997
Copyback: 0.016000
Sum: 0.029000
It 16,Best ac:0.002218 1.000000 fi:0.117016. Ave ac:0.005272,0.009341
Initialization: 8.649000
Memcpy Classifiers: 0.615000
Memcpy Instances: 8.541000
Kernel 1: 0.024000
Kernel 2: 79.093002
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.000986 1.000000 fi:0.122244. Ave ac:0.004451,0.009226
Initialization: 5.912000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.131000
Kernel 1: 0.023000
Kernel 2: 77.806000
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.000986 1.000000 fi:0.126753. Ave ac:0.003831,0.007324
Initialization: 5.991000
Memcpy Classifiers: 0.362000
Memcpy Instances: 11.074000
Kernel 1: 0.024000
Kernel 2: 75.025002
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.000986 1.000000 fi:0.130124. Ave ac:0.004298,0.008115
Initialization: 6.937000
Memcpy Classifiers: 0.744000
Memcpy Instances: 8.722000
Kernel 1: 0.024000
Kernel 2: 78.692001
Copyback: 0.016000
Sum: 0.030000
It 20,Best ac:0.001725 1.000000 fi:0.118196. Ave ac:0.003793,0.006008
Initialization: 5.796000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 76.461998
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.001479 1.000000 fi:0.114408. Ave ac:0.003439,0.009863
Initialization: 5.796000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.138000
Kernel 1: 0.024000
Kernel 2: 76.109001
Copyback: 0.020000
Sum: 0.029000
It 22,Best ac:0.001478 1.000000 fi:0.120229. Ave ac:0.003642,0.006376
Initialization: 5.855000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.128000
Kernel 1: 0.025000
Kernel 2: 74.098999
Copyback: 0.016000
Sum: 0.026000
It 23,Best ac:0.001232 1.000000 fi:0.119606. Ave ac:0.003227,0.006910
Initialization: 5.779000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.153000
Kernel 1: 0.025000
Kernel 2: 75.277000
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.000985 1.000000 fi:0.116565. Ave ac:0.002763,0.005448
Initialization: 5.813000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.137000
Kernel 1: 0.025000
Kernel 2: 74.496002
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000986 1.000000 fi:0.119716. Ave ac:0.003429,0.005380
Initialization: 5.770000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.126000
Kernel 1: 0.024000
Kernel 2: 74.954002
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.000986 1.000000 fi:0.118249. Ave ac:0.004463,0.010180
Initialization: 5.783000
Memcpy Classifiers: 0.491000
Memcpy Instances: 8.141000
Kernel 1: 0.024000
Kernel 2: 74.835999
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.000986 1.000000 fi:0.124645. Ave ac:0.003689,0.007670
Initialization: 5.828000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.127000
Kernel 1: 0.023000
Kernel 2: 76.261002
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000986 1.000000 fi:0.116408. Ave ac:0.003792,0.006223
Initialization: 5.807000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.159000
Kernel 1: 0.024000
Kernel 2: 75.815002
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.000986 1.000000 fi:0.116771. Ave ac:0.004076,0.008668
Initialization: 5.859000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.297000
Kernel 1: 0.023000
Kernel 2: 74.644997
Copyback: 0.016000
Sum: 0.027000
It 30,Best ac:0.001232 1.000000 fi:0.120424. Ave ac:0.003492,0.006543
MDL Theory Length Weight: 0.7639617316 (10)
Initialization: 5.815000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.157000
Kernel 1: 0.024000
Kernel 2: 74.250000
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.000986 1.000000 fi:0.111743. Ave ac:0.002720,0.004774
Initialization: 5.952000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.163000
Kernel 1: 0.025000
Kernel 2: 75.545998
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000986 1.000000 fi:0.114757. Ave ac:0.002804,0.005964
Initialization: 7.394000
Memcpy Classifiers: 0.351000
Memcpy Instances: 11.490000
Kernel 1: 0.025000
Kernel 2: 74.759003
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001478 1.000000 fi:0.117095. Ave ac:0.003086,0.005709
Initialization: 26.247000
Memcpy Instances: 440.463013
Memcpy Classifiers: 0.066000
Kernel 1: 0.027000
Kernel 2: 463.278015
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 469.778015
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 469.098999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.017000
Kernel 2: 460.052002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 479.399994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 467.192993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 463.442993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 468.510010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.021000
Kernel 2: 466.862000
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 468.681000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.021000
Kernel 2: 213.830994
Copyback: 0.019000
Sum: 0.002000
It 34,Best ac:0.000794 0.649194 fi:0.462636. Ave ac:0.003231,0.012939
Best acc 0.000794 0.649194
Initialization: 5.936000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.123000
Kernel 1: 0.027000
Kernel 2: 98.197998
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005527 accuracy2:0.224298
Initialization: 5.905000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.225000
Kernel 1: 0.023000
Kernel 2: 99.630997
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.000739 1.000000 fi:0.111688. Ave ac:0.006630,0.010339
Initialization: 5.821000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.138000
Kernel 1: 0.025000
Kernel 2: 99.132004
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000739 1.000000 fi:0.111688. Ave ac:0.005574,0.009509
Initialization: 5.825000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.144000
Kernel 1: 0.024000
Kernel 2: 99.556999
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001725 1.000000 fi:0.099564. Ave ac:0.006231,0.009441
Initialization: 5.815000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.151000
Kernel 1: 0.024000
Kernel 2: 95.330002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000739 1.000000 fi:0.110715. Ave ac:0.005944,0.011387
Initialization: 5.783000
Memcpy Classifiers: 0.480000
Memcpy Instances: 8.136000
Kernel 1: 0.022000
Kernel 2: 95.745003
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000739 1.000000 fi:0.110715. Ave ac:0.005808,0.009401
Initialization: 5.818000
Memcpy Classifiers: 0.485000
Memcpy Instances: 8.125000
Kernel 1: 0.024000
Kernel 2: 96.081001
Copyback: 0.016000
Sum: 0.030000
It 5,Best ac:0.001725 0.875000 fi:0.224564. Ave ac:0.005289,0.011628
Initialization: 5.819000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.137000
Kernel 1: 0.023000
Kernel 2: 95.316002
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001232 1.000000 fi:0.099784. Ave ac:0.005107,0.011305
Initialization: 5.782000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.125000
Kernel 1: 0.024000
Kernel 2: 96.400002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000986 1.000000 fi:0.099894. Ave ac:0.004818,0.010996
Initialization: 5.880000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.132000
Kernel 1: 0.023000
Kernel 2: 96.778999
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001478 0.857143 fi:0.242532. Ave ac:0.004424,0.007853
Initialization: 5.781000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.143000
Kernel 1: 0.023000
Kernel 2: 98.499001
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001479 1.000000 fi:0.099674. Ave ac:0.004747,0.008123
Iteration 10:MDL fitness activated
Error 0.099674 TL 0.038719
MDL Theory Length Weight: 0.8580962268 (8)
Initialization: 5.887000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.166000
Kernel 1: 0.022000
Kernel 2: 98.870003
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001725 1.000000 fi:0.131443. Ave ac:0.003967,0.005732
Initialization: 5.910000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.190000
Kernel 1: 0.023000
Kernel 2: 94.994003
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001725 1.000000 fi:0.131371. Ave ac:0.003247,0.004334
Initialization: 5.808000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.144000
Kernel 1: 0.023000
Kernel 2: 96.154999
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.000739 1.000000 fi:0.154236. Ave ac:0.003803,0.005401
Initialization: 5.780000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.134000
Kernel 1: 0.023000
Kernel 2: 96.099998
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001479 1.000000 fi:0.124193. Ave ac:0.003381,0.004872
Initialization: 5.771000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.147000
Kernel 1: 0.023000
Kernel 2: 92.753998
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.000986 1.000000 fi:0.125099. Ave ac:0.003567,0.005892
Initialization: 5.843000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.171000
Kernel 1: 0.022000
Kernel 2: 92.066002
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000986 1.000000 fi:0.132948. Ave ac:0.003032,0.004603
Initialization: 5.881000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.146000
Kernel 1: 0.024000
Kernel 2: 93.013000
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000985 1.000000 fi:0.135186. Ave ac:0.002979,0.003795
Initialization: 5.822000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.148000
Kernel 1: 0.023000
Kernel 2: 93.807999
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.000985 1.000000 fi:0.133602. Ave ac:0.002819,0.004018
Initialization: 5.815000
Memcpy Classifiers: 0.495000
Memcpy Instances: 8.139000
Kernel 1: 0.024000
Kernel 2: 90.185997
Copyback: 0.016000
Sum: 0.027000
It 18,Best ac:0.001971 1.000000 fi:0.127037. Ave ac:0.002809,0.003493
Initialization: 5.777000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.160000
Kernel 1: 0.023000
Kernel 2: 89.129997
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001725 1.000000 fi:0.126099. Ave ac:0.002368,0.003082
Initialization: 5.874000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.123000
Kernel 1: 0.024000
Kernel 2: 90.481003
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.000985 1.000000 fi:0.128638. Ave ac:0.002809,0.003852
Initialization: 5.783000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.160000
Kernel 1: 0.023000
Kernel 2: 89.103996
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000986 1.000000 fi:0.129516. Ave ac:0.003390,0.003914
Initialization: 5.835000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.183000
Kernel 1: 0.024000
Kernel 2: 90.968002
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.002218 1.000000 fi:0.126848. Ave ac:0.003018,0.003549
MDL Theory Length Weight: 0.7722866042 (10)
Initialization: 5.782000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.137000
Kernel 1: 0.023000
Kernel 2: 87.698997
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001478 1.000000 fi:0.123166. Ave ac:0.002962,0.003556
Initialization: 5.993000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.140000
Kernel 1: 0.024000
Kernel 2: 90.135002
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.000986 1.000000 fi:0.118813. Ave ac:0.001918,0.002544
Initialization: 5.897000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.132000
Kernel 1: 0.024000
Kernel 2: 86.986000
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.001232 1.000000 fi:0.122649. Ave ac:0.002250,0.002778
Initialization: 5.862000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.120000
Kernel 1: 0.024000
Kernel 2: 84.415001
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000739 1.000000 fi:0.134076. Ave ac:0.001715,0.002177
Initialization: 5.807000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.137000
Kernel 1: 0.024000
Kernel 2: 82.978996
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000986 1.000000 fi:0.127431. Ave ac:0.002004,0.002669
Initialization: 5.850000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.141000
Kernel 1: 0.023000
Kernel 2: 85.050003
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001725 1.000000 fi:0.118598. Ave ac:0.001990,0.002593
Initialization: 5.761000
Memcpy Classifiers: 0.443000
Memcpy Instances: 8.135000
Kernel 1: 0.023000
Kernel 2: 81.938004
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.002218 1.000000 fi:0.119338. Ave ac:0.002126,0.002456
Initialization: 5.809000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.160000
Kernel 1: 0.024000
Kernel 2: 79.679001
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001232 1.000000 fi:0.123942. Ave ac:0.002320,0.003534
Initialization: 5.818000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.139000
Kernel 1: 0.022000
Kernel 2: 78.439003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.000986 1.000000 fi:0.124753. Ave ac:0.001476,0.002447
Initialization: 5.847000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.122000
Kernel 1: 0.024000
Kernel 2: 78.935997
Copyback: 0.016000
Sum: 0.030000
It 32,Best ac:0.001479 1.000000 fi:0.127718. Ave ac:0.001650,0.002130
Initialization: 5.844000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.134000
Kernel 1: 0.023000
Kernel 2: 78.774002
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.001479 1.000000 fi:0.119776. Ave ac:0.001880,0.002455
Initialization: 26.171000
Memcpy Instances: 497.035004
Memcpy Classifiers: 0.094000
Kernel 1: 0.026000
Kernel 2: 462.306000
Copyback: 0.368000
Sum: 0.016000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 490.972992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 475.050995
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.148000
Kernel 1: 0.021000
Kernel 2: 466.138000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 481.149994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 473.350006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 469.666992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 462.716003
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 480.221008
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 476.757996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.015000
Kernel 2: 231.740997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000754 0.674009 fi:0.450847. Ave ac:0.001650,0.005252
Best acc 0.000754 0.674009
Rule:Att PSSM_-4_14 is [>0.651789]|Att PSSM_-4_17 is [-4.576186,2.663346]|Att PSSM_-2_2 is [<-2.169658]|Att PSSM_-1_12 is [-6.583764,-1.676922]|Att PSSM_0_6 is [<-2.491522]|Att PSSM_1_5 is [-4.312586,9.547106]|Att PSSM_1_7 is [<-1.381180]|Att PSSM_1_9 is [-5.236867,3.721459]|Att PSSM_3_4 is [<3.924374]|Att PSSM_4_6 is [-5.552204,-0.447796]|Att PSSM_4_11 is [-6.992318,0.992318]|1
Accuracy : 0.776520
0	1	
157156	6924	
45513	25045	
Removed 227 instances. 202669 Instances left. Acc of rule 0.000754-0.674009
Initialization: 6.009000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.147000
Kernel 1: 0.025000
Kernel 2: 98.486000
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005392 accuracy2:0.211851
Initialization: 5.818000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.119000
Kernel 1: 0.023000
Kernel 2: 100.250000
Copyback: 0.017000
Sum: 0.042000
It 0,Best ac:0.000987 0.800000 fi:0.299893. Ave ac:0.005873,0.010041
Initialization: 5.824000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.120000
Kernel 1: 0.024000
Kernel 2: 99.853996
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000740 1.000000 fi:0.108763. Ave ac:0.005272,0.008998
Initialization: 5.813000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.163000
Kernel 1: 0.023000
Kernel 2: 99.779999
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.004991,0.007191
Initialization: 5.740000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.118000
Kernel 1: 0.024000
Kernel 2: 97.508003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.004389,0.006835
Initialization: 5.774000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.137000
Kernel 1: 0.023000
Kernel 2: 97.329002
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.000740 1.000000 fi:0.108763. Ave ac:0.003573,0.006460
Initialization: 5.755000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.125000
Kernel 1: 0.024000
Kernel 2: 96.070999
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.003800,0.007117
Initialization: 5.818000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.148000
Kernel 1: 0.023000
Kernel 2: 95.778000
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.003383,0.006758
Initialization: 5.827000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 97.600998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001233 1.000000 fi:0.099783. Ave ac:0.003070,0.007344
Initialization: 7.834000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.857000
Kernel 1: 0.025000
Kernel 2: 97.175003
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.003178,0.007227
Initialization: 5.805000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.145000
Kernel 1: 0.024000
Kernel 2: 96.333000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001727 1.000000 fi:0.099562. Ave ac:0.003147,0.005327
Iteration 10:MDL fitness activated
Error 0.099562 TL 0.042528
MDL Theory Length Weight: 0.7803657932 (1)
Initialization: 5.849000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.125000
Kernel 1: 0.024000
Kernel 2: 96.656998
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001234 1.000000 fi:0.130490. Ave ac:0.002665,0.004683
Initialization: 5.793000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.143000
Kernel 1: 0.023000
Kernel 2: 97.581001
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.001233 1.000000 fi:0.124623. Ave ac:0.002990,0.006152
Initialization: 5.774000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.148000
Kernel 1: 0.023000
Kernel 2: 98.072998
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000740 1.000000 fi:0.130064. Ave ac:0.002905,0.005896
Initialization: 5.805000
Memcpy Classifiers: 0.456000
Memcpy Instances: 8.145000
Kernel 1: 0.023000
Kernel 2: 98.800003
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001234 1.000000 fi:0.124570. Ave ac:0.002681,0.005029
Initialization: 5.779000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.143000
Kernel 1: 0.023000
Kernel 2: 99.123001
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000987 1.000000 fi:0.126484. Ave ac:0.002614,0.003558
Initialization: 5.679000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.148000
Kernel 1: 0.024000
Kernel 2: 96.417999
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001480 1.000000 fi:0.127869. Ave ac:0.002574,0.004761
Initialization: 5.757000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.169000
Kernel 1: 0.021000
Kernel 2: 98.424004
Copyback: 0.016000
Sum: 0.029000
It 16,Best ac:0.002221 1.000000 fi:0.122697. Ave ac:0.002754,0.004276
Initialization: 5.807000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.134000
Kernel 1: 0.023000
Kernel 2: 97.267998
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.001727 1.000000 fi:0.126154. Ave ac:0.001988,0.003401
Initialization: 5.864000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.119000
Kernel 1: 0.023000
Kernel 2: 99.295998
Copyback: 0.018000
Sum: 0.041000
It 18,Best ac:0.001480 1.000000 fi:0.125339. Ave ac:0.001694,0.002419
Initialization: 5.842000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.126000
Kernel 1: 0.023000
Kernel 2: 98.222000
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000987 1.000000 fi:0.127397. Ave ac:0.001904,0.002507
Initialization: 7.728000
Memcpy Classifiers: 0.559000
Memcpy Instances: 13.507000
Kernel 1: 0.027000
Kernel 2: 100.578003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001234 1.000000 fi:0.124566. Ave ac:0.001669,0.002319
Initialization: 7.312000
Memcpy Classifiers: 0.614000
Memcpy Instances: 10.115000
Kernel 1: 0.024000
Kernel 2: 101.786003
Copyback: 0.018000
Sum: 0.039000
It 21,Best ac:0.000987 1.000000 fi:0.126421. Ave ac:0.001650,0.002619
Initialization: 5.821000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.181000
Kernel 1: 0.023000
Kernel 2: 102.896004
Copyback: 0.018000
Sum: 0.039000
It 22,Best ac:0.001233 1.000000 fi:0.124237. Ave ac:0.002477,0.004245
Initialization: 7.582000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.663000
Kernel 1: 0.024000
Kernel 2: 100.421997
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001234 1.000000 fi:0.128831. Ave ac:0.002416,0.003624
Initialization: 7.723000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 98.541000
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000987 1.000000 fi:0.130451. Ave ac:0.002320,0.003257
Initialization: 6.970000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.128000
Kernel 1: 0.023000
Kernel 2: 100.642998
Copyback: 0.018000
Sum: 0.042000
It 25,Best ac:0.000987 1.000000 fi:0.130315. Ave ac:0.002152,0.002908
MDL Theory Length Weight: 0.7023292139 (10)
Initialization: 5.896000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.486000
Kernel 1: 0.024000
Kernel 2: 98.640999
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000987 1.000000 fi:0.131758. Ave ac:0.001730,0.002518
Initialization: 6.937000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.394000
Kernel 1: 0.022000
Kernel 2: 99.792000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001233 1.000000 fi:0.130764. Ave ac:0.001461,0.002173
Initialization: 5.883000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.128000
Kernel 1: 0.023000
Kernel 2: 96.650002
Copyback: 0.017000
Sum: 0.036000
It 28,Best ac:0.000987 1.000000 fi:0.125371. Ave ac:0.001901,0.002954
Initialization: 7.461000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.530000
Kernel 1: 0.026000
Kernel 2: 94.337997
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.000987 1.000000 fi:0.126012. Ave ac:0.001733,0.002376
Initialization: 5.809000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.153000
Kernel 1: 0.023000
Kernel 2: 94.418999
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.000987 1.000000 fi:0.122198. Ave ac:0.002462,0.003819
Initialization: 7.342000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 93.251999
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000987 1.000000 fi:0.123844. Ave ac:0.002085,0.003053
Initialization: 6.442000
Memcpy Classifiers: 0.415000
Memcpy Instances: 12.383000
Kernel 1: 0.023000
Kernel 2: 93.568001
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.000987 1.000000 fi:0.119254. Ave ac:0.001800,0.002509
Initialization: 5.814000
Memcpy Classifiers: 0.428000
Memcpy Instances: 8.123000
Kernel 1: 0.023000
Kernel 2: 93.970001
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.001480 1.000000 fi:0.123604. Ave ac:0.002040,0.003351
Initialization: 26.514999
Memcpy Instances: 456.024994
Memcpy Classifiers: 0.124000
Kernel 1: 0.033000
Kernel 2: 595.867981
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 592.073975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 588.671021
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 583.620972
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 603.033997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 591.396973
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 592.854980
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 592.005005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 601.804016
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 597.653992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 180.679001
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000794 0.633858 fi:0.490874. Ave ac:0.002063,0.007056
Best acc 0.000794 0.633858
Initialization: 5.754000
Memcpy Classifiers: 0.601000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 101.010002
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004779 accuracy2:0.228461
Initialization: 6.393000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.135000
Kernel 1: 0.024000
Kernel 2: 100.087997
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.005032,0.008182
Initialization: 5.810000
Memcpy Classifiers: 0.540000
Memcpy Instances: 11.394000
Kernel 1: 0.023000
Kernel 2: 99.690002
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.005167,0.010493
Initialization: 5.833000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 100.269997
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000740 1.000000 fi:0.107783. Ave ac:0.004509,0.008984
Initialization: 5.787000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.124000
Kernel 1: 0.024000
Kernel 2: 100.374001
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.001234 1.000000 fi:0.099782. Ave ac:0.003751,0.006688
Initialization: 5.815000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.134000
Kernel 1: 0.023000
Kernel 2: 100.237000
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.003278,0.005116
Initialization: 8.105000
Memcpy Classifiers: 0.816000
Memcpy Instances: 8.200000
Kernel 1: 0.024000
Kernel 2: 97.087997
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.001234 1.000000 fi:0.099782. Ave ac:0.003885,0.006514
Initialization: 5.696000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.438000
Kernel 1: 0.028000
Kernel 2: 94.389000
Copyback: 0.043000
Sum: 0.047000
It 6,Best ac:0.002221 1.000000 fi:0.099341. Ave ac:0.004309,0.007062
Initialization: 6.318000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.414000
Kernel 1: 0.031000
Kernel 2: 92.304001
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.000987 1.000000 fi:0.099893. Ave ac:0.002908,0.004364
Initialization: 5.864000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.278000
Kernel 1: 0.023000
Kernel 2: 96.322998
Copyback: 0.018000
Sum: 0.042000
It 8,Best ac:0.001233 1.000000 fi:0.099783. Ave ac:0.003066,0.004627
Initialization: 6.038000
Memcpy Classifiers: 0.433000
Memcpy Instances: 12.190000
Kernel 1: 0.024000
Kernel 2: 96.188004
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001727 1.000000 fi:0.099562. Ave ac:0.002334,0.004326
Iteration 10:MDL fitness activated
Error 0.099562 TL 0.038950
MDL Theory Length Weight: 0.8520536615 (4)
Initialization: 5.857000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.123000
Kernel 1: 0.024000
Kernel 2: 97.681999
Copyback: 0.018000
Sum: 0.043000
It 10,Best ac:0.001480 1.000000 fi:0.122879. Ave ac:0.002775,0.004612
Initialization: 5.765000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.155000
Kernel 1: 0.023000
Kernel 2: 96.788002
Copyback: 0.017000
Sum: 0.025000
It 11,Best ac:0.000740 1.000000 fi:0.136951. Ave ac:0.002849,0.004673
Initialization: 7.799000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.129000
Kernel 1: 0.024000
Kernel 2: 93.264999
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.000987 1.000000 fi:0.122013. Ave ac:0.002866,0.004676
Initialization: 5.863000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.133000
Kernel 1: 0.023000
Kernel 2: 92.122002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000740 1.000000 fi:0.135876. Ave ac:0.003649,0.006494
Initialization: 5.807000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.172000
Kernel 1: 0.022000
Kernel 2: 90.882004
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.000987 1.000000 fi:0.118949. Ave ac:0.003637,0.005687
Initialization: 7.841000
Memcpy Classifiers: 0.619000
Memcpy Instances: 10.113000
Kernel 1: 0.024000
Kernel 2: 93.913002
Copyback: 0.018000
Sum: 0.039000
It 15,Best ac:0.000740 1.000000 fi:0.131585. Ave ac:0.003960,0.007951
Initialization: 5.779000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.136000
Kernel 1: 0.024000
Kernel 2: 91.123001
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001234 1.000000 fi:0.122271. Ave ac:0.003064,0.006023
Initialization: 5.822000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.187000
Kernel 1: 0.031000
Kernel 2: 91.584999
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001233 1.000000 fi:0.122921. Ave ac:0.003761,0.009319
Initialization: 5.754000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.147000
Kernel 1: 0.023000
Kernel 2: 93.132004
Copyback: 0.017000
Sum: 0.036000
It 18,Best ac:0.001973 1.000000 fi:0.123773. Ave ac:0.002886,0.005061
Initialization: 6.832000
Memcpy Classifiers: 0.759000
Memcpy Instances: 11.171000
Kernel 1: 0.024000
Kernel 2: 92.532997
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000740 1.000000 fi:0.125896. Ave ac:0.002913,0.004501
Initialization: 6.822000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.133000
Kernel 1: 0.024000
Kernel 2: 90.445999
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.000987 1.000000 fi:0.125547. Ave ac:0.002646,0.004154
Initialization: 5.831000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.333000
Kernel 1: 0.023000
Kernel 2: 92.380997
Copyback: 0.016000
Sum: 0.028000
It 21,Best ac:0.002961 1.000000 fi:0.121641. Ave ac:0.003333,0.005321
Initialization: 5.669000
Memcpy Classifiers: 0.471000
Memcpy Instances: 10.062000
Kernel 1: 0.026000
Kernel 2: 93.214996
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.001974 1.000000 fi:0.116837. Ave ac:0.003446,0.006947
Initialization: 6.839000
Memcpy Classifiers: 0.614000
Memcpy Instances: 8.350000
Kernel 1: 0.024000
Kernel 2: 95.964996
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001234 1.000000 fi:0.117168. Ave ac:0.003459,0.007133
Initialization: 5.886000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.551000
Kernel 1: 0.024000
Kernel 2: 93.918999
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001234 1.000000 fi:0.117629. Ave ac:0.002916,0.005687
Initialization: 5.868000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.455000
Kernel 1: 0.023000
Kernel 2: 90.434998
Copyback: 0.018000
Sum: 0.035000
It 25,Best ac:0.001480 1.000000 fi:0.122271. Ave ac:0.003818,0.007318
Initialization: 8.161000
Memcpy Classifiers: 0.488000
Memcpy Instances: 12.378000
Kernel 1: 0.026000
Kernel 2: 90.077003
Copyback: 0.021000
Sum: 0.026000
It 26,Best ac:0.001234 1.000000 fi:0.125437. Ave ac:0.003068,0.005737
Initialization: 7.261000
Memcpy Classifiers: 0.774000
Memcpy Instances: 9.722000
Kernel 1: 0.023000
Kernel 2: 92.983002
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.000987 1.000000 fi:0.122987. Ave ac:0.003427,0.006146
Initialization: 5.833000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.223000
Kernel 1: 0.033000
Kernel 2: 94.511002
Copyback: 0.018000
Sum: 0.036000
It 28,Best ac:0.000987 1.000000 fi:0.120916. Ave ac:0.002877,0.006265
Initialization: 6.714000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.175000
Kernel 1: 0.024000
Kernel 2: 85.962997
Copyback: 0.018000
Sum: 0.026000
It 29,Best ac:0.002467 1.000000 fi:0.125297. Ave ac:0.002821,0.005619
Initialization: 5.813000
Memcpy Classifiers: 0.378000
Memcpy Instances: 10.804000
Kernel 1: 0.024000
Kernel 2: 87.667999
Copyback: 0.019000
Sum: 0.033000
It 30,Best ac:0.001233 1.000000 fi:0.122877. Ave ac:0.002945,0.005529
Initialization: 5.825000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.184000
Kernel 1: 0.022000
Kernel 2: 86.032997
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.001233 1.000000 fi:0.118827. Ave ac:0.002370,0.004813
MDL Theory Length Weight: 0.7668482954 (10)
Initialization: 8.291000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.516000
Kernel 1: 0.023000
Kernel 2: 85.154999
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001234 1.000000 fi:0.123048. Ave ac:0.002754,0.008201
Initialization: 5.797000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.132000
Kernel 1: 0.023000
Kernel 2: 86.367996
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.000987 1.000000 fi:0.114153. Ave ac:0.003440,0.010677
Initialization: 26.499001
Memcpy Instances: 400.929993
Memcpy Classifiers: 0.076000
Kernel 1: 0.026000
Kernel 2: 538.213989
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 532.752991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 526.942993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 540.426025
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 526.026001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 535.528015
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 511.579010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 494.587006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 537.107971
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 548.349976
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.050000
Kernel 1: 0.016000
Kernel 2: 164.475006
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001036 0.636364 fi:0.484292. Ave ac:0.003771,0.013707
Best acc 0.001036 0.636364
Rule:Att PSSM_-3_7 is [-5.402696,1.402695]|Att PSSM_-1_2 is [-4.592614,6.137364]|Att PSSM_-1_5 is [-4.889471,11.598465]|Att PSSM_-1_11 is [-4.366806,5.462694]|Att PSSM_-1_16 is [-3.520303,5.520303]|Att PSSM_0_5 is [0.622742,7.377258]|Att PSSM_0_6 is [-4.796125,-1.358259]|Att PSSM_1_4 is [-7.374600,1.993910]|Att PSSM_1_8 is [<5.426896]|Att PSSM_3_12 is [<-3.330873]|Att PSSM_4_7 is [<-0.131464]|1
Accuracy : 0.776903
0	1	
157036	7044	
45303	25255	
Removed 330 instances. 202339 Instances left. Acc of rule 0.001036-0.636364
Initialization: 5.854000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.097000
Kernel 1: 0.026000
Kernel 2: 99.945000
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005377 accuracy2:0.216984
Initialization: 5.843000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.124000
Kernel 1: 0.025000
Kernel 2: 101.804001
Copyback: 0.017000
Sum: 0.058000
It 0,Best ac:0.001235 0.625000 fi:0.474780. Ave ac:0.006091,0.010529
Initialization: 5.777000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.112000
Kernel 1: 0.023000
Kernel 2: 103.305000
Copyback: 0.016000
Sum: 0.034000
It 1,Best ac:0.000741 1.000000 fi:0.103844. Ave ac:0.006404,0.009935
Initialization: 7.127000
Memcpy Classifiers: 0.774000
Memcpy Instances: 12.210000
Kernel 1: 0.024000
Kernel 2: 103.313004
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.001235 0.833333 fi:0.266447. Ave ac:0.005502,0.008417
Initialization: 5.895000
Memcpy Classifiers: 0.496000
Memcpy Instances: 8.121000
Kernel 1: 0.023000
Kernel 2: 104.847000
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001235 1.000000 fi:0.099780. Ave ac:0.004790,0.008483
Initialization: 5.740000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.141000
Kernel 1: 0.023000
Kernel 2: 102.565002
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000741 1.000000 fi:0.103844. Ave ac:0.003728,0.007296
Initialization: 5.821000
Memcpy Classifiers: 0.556000
Memcpy Instances: 8.103000
Kernel 1: 0.024000
Kernel 2: 99.889999
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.000989 1.000000 fi:0.099891. Ave ac:0.004153,0.007309
Initialization: 5.771000
Memcpy Classifiers: 0.509000
Memcpy Instances: 8.117000
Kernel 1: 0.024000
Kernel 2: 96.690002
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001730 1.000000 fi:0.099558. Ave ac:0.004265,0.011946
Initialization: 5.809000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.127000
Kernel 1: 0.023000
Kernel 2: 93.360001
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.000988 1.000000 fi:0.099891. Ave ac:0.002903,0.004788
Initialization: 5.830000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.117000
Kernel 1: 0.023000
Kernel 2: 90.579002
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.001730 1.000000 fi:0.099558. Ave ac:0.003009,0.005551
Initialization: 5.809000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.106000
Kernel 1: 0.024000
Kernel 2: 89.482002
Copyback: 0.018000
Sum: 0.036000
It 9,Best ac:0.000988 1.000000 fi:0.099891. Ave ac:0.002599,0.004566
Iteration 10:MDL fitness activated
Error 0.099891 TL 0.041503
MDL Theory Length Weight: 0.8022732871 (4)
Initialization: 5.826000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.099000
Kernel 1: 0.024000
Kernel 2: 89.588997
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001483 1.000000 fi:0.122792. Ave ac:0.002736,0.005269
Initialization: 5.874000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.127000
Kernel 1: 0.024000
Kernel 2: 90.990997
Copyback: 0.016000
Sum: 0.032000
It 11,Best ac:0.000988 1.000000 fi:0.125378. Ave ac:0.002980,0.005831
Initialization: 5.822000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 89.166000
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.000989 1.000000 fi:0.126423. Ave ac:0.002083,0.003247
Initialization: 5.808000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.118000
Kernel 1: 0.024000
Kernel 2: 89.815002
Copyback: 0.018000
Sum: 0.035000
It 13,Best ac:0.001235 1.000000 fi:0.124221. Ave ac:0.002586,0.004722
Initialization: 5.787000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.097000
Kernel 1: 0.024000
Kernel 2: 87.280998
Copyback: 0.372000
Sum: 0.029000
It 14,Best ac:0.001730 1.000000 fi:0.121364. Ave ac:0.001990,0.003348
Initialization: 5.835000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.104000
Kernel 1: 0.024000
Kernel 2: 89.348000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000988 1.000000 fi:0.129208. Ave ac:0.002247,0.003475
Initialization: 5.775000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.120000
Kernel 1: 0.024000
Kernel 2: 88.775002
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001483 1.000000 fi:0.125331. Ave ac:0.003242,0.004387
Initialization: 5.825000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.113000
Kernel 1: 0.024000
Kernel 2: 86.665001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000988 1.000000 fi:0.126013. Ave ac:0.001954,0.002882
Initialization: 5.775000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.114000
Kernel 1: 0.024000
Kernel 2: 88.120003
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.000988 1.000000 fi:0.121696. Ave ac:0.002145,0.004321
Initialization: 5.799000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.117000
Kernel 1: 0.024000
Kernel 2: 86.568001
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.000741 1.000000 fi:0.119385. Ave ac:0.001932,0.002497
Initialization: 5.786000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.108000
Kernel 1: 0.024000
Kernel 2: 84.180000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000741 1.000000 fi:0.117454. Ave ac:0.001870,0.002491
Initialization: 5.817000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.113000
Kernel 1: 0.023000
Kernel 2: 83.661003
Copyback: 0.016000
Sum: 0.030000
It 21,Best ac:0.000989 1.000000 fi:0.124355. Ave ac:0.001773,0.002280
Initialization: 5.795000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.131000
Kernel 1: 0.023000
Kernel 2: 84.792999
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000741 1.000000 fi:0.129018. Ave ac:0.001910,0.002917
Initialization: 5.757000
Memcpy Classifiers: 0.480000
Memcpy Instances: 8.699000
Kernel 1: 0.032000
Kernel 2: 82.247002
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.000741 1.000000 fi:0.126611. Ave ac:0.002060,0.003318
Initialization: 5.846000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.075000
Kernel 1: 0.023000
Kernel 2: 81.051003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001483 1.000000 fi:0.120330. Ave ac:0.001613,0.001909
Initialization: 7.015000
Memcpy Classifiers: 0.646000
Memcpy Instances: 9.646000
Kernel 1: 0.023000
Kernel 2: 78.752998
Copyback: 0.017000
Sum: 0.048000
It 25,Best ac:0.001235 1.000000 fi:0.122424. Ave ac:0.001241,0.001590
Initialization: 5.825000
Memcpy Classifiers: 0.440000
Memcpy Instances: 10.323000
Kernel 1: 0.032000
Kernel 2: 82.424004
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.000988 1.000000 fi:0.119891. Ave ac:0.001356,0.001482
Initialization: 5.881000
Memcpy Classifiers: 0.463000
Memcpy Instances: 8.159000
Kernel 1: 0.023000
Kernel 2: 79.661003
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.003213 1.000000 fi:0.123244. Ave ac:0.001432,0.002456
Initialization: 8.349000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.508000
Kernel 1: 0.023000
Kernel 2: 78.261002
Copyback: 0.018000
Sum: 0.038000
It 28,Best ac:0.001235 1.000000 fi:0.122840. Ave ac:0.001269,0.001414
Initialization: 5.800000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.992000
Kernel 1: 0.032000
Kernel 2: 75.656998
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000741 1.000000 fi:0.125649. Ave ac:0.001157,0.001559
MDL Theory Length Weight: 0.7220459584 (10)
Initialization: 6.450000
Memcpy Classifiers: 0.618000
Memcpy Instances: 8.148000
Kernel 1: 0.022000
Kernel 2: 77.406998
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.001482 1.000000 fi:0.121299. Ave ac:0.001098,0.001476
Initialization: 6.020000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.456000
Kernel 1: 0.023000
Kernel 2: 78.314003
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.001483 1.000000 fi:0.119853. Ave ac:0.001592,0.003224
Initialization: 6.952000
Memcpy Classifiers: 0.490000
Memcpy Instances: 9.976000
Kernel 1: 0.032000
Kernel 2: 77.592003
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001483 1.000000 fi:0.120927. Ave ac:0.001673,0.002398
Initialization: 7.355000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.473000
Kernel 1: 0.032000
Kernel 2: 76.058998
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001483 1.000000 fi:0.118336. Ave ac:0.001520,0.002378
Initialization: 27.320000
Memcpy Instances: 490.135986
Memcpy Classifiers: 0.082000
Kernel 1: 0.023000
Kernel 2: 502.938995
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.081000
Kernel 1: 0.015000
Kernel 2: 504.177002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.017000
Kernel 2: 511.048004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.015000
Kernel 2: 533.104004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 510.561005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 513.547974
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 532.004028
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 522.614990
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 516.302979
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.119000
Kernel 1: 0.022000
Kernel 2: 508.402008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 162.953003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000974 0.658863 fi:0.459702. Ave ac:0.001758,0.005600
Best acc 0.000974 0.658863
Initialization: 6.390000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.179000
Kernel 1: 0.026000
Kernel 2: 100.204002
Copyback: 0.018000
Sum: 0.042000
Initial population average accuracy1:0.005410 accuracy2:0.208916
Initialization: 7.281000
Memcpy Classifiers: 0.740000
Memcpy Instances: 10.646000
Kernel 1: 0.029000
Kernel 2: 99.597000
Copyback: 0.020000
Sum: 0.053000
It 0,Best ac:0.003459 0.700000 fi:0.398783. Ave ac:0.006214,0.011839
Initialization: 7.123000
Memcpy Classifiers: 0.872000
Memcpy Instances: 9.278000
Kernel 1: 0.024000
Kernel 2: 98.014999
Copyback: 0.016000
Sum: 0.030000
It 1,Best ac:0.000988 0.800000 fi:0.299891. Ave ac:0.006334,0.010360
Initialization: 6.600000
Memcpy Classifiers: 0.808000
Memcpy Instances: 12.191000
Kernel 1: 0.023000
Kernel 2: 95.537003
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.001483 0.857143 fi:0.242526. Ave ac:0.004804,0.006816
Initialization: 5.832000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.142000
Kernel 1: 0.023000
Kernel 2: 96.806999
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000988 1.000000 fi:0.099891. Ave ac:0.004561,0.006856
Initialization: 5.827000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.105000
Kernel 1: 0.024000
Kernel 2: 94.914001
Copyback: 0.016000
Sum: 0.027000
It 4,Best ac:0.001483 0.857143 fi:0.242526. Ave ac:0.003893,0.007129
Initialization: 5.837000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.155000
Kernel 1: 0.023000
Kernel 2: 94.476997
Copyback: 0.016000
Sum: 0.037000
It 5,Best ac:0.000989 1.000000 fi:0.099891. Ave ac:0.004284,0.006299
Initialization: 5.677000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.096000
Kernel 1: 0.024000
Kernel 2: 93.061996
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.000988 1.000000 fi:0.099891. Ave ac:0.004531,0.006287
Initialization: 5.814000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.105000
Kernel 1: 0.024000
Kernel 2: 92.325996
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001235 1.000000 fi:0.099780. Ave ac:0.004226,0.006729
Initialization: 5.918000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.127000
Kernel 1: 0.024000
Kernel 2: 93.720001
Copyback: 0.016000
Sum: 0.031000
It 8,Best ac:0.001236 1.000000 fi:0.099780. Ave ac:0.003779,0.006144
Initialization: 5.828000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.121000
Kernel 1: 0.023000
Kernel 2: 92.357002
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.000988 1.000000 fi:0.099891. Ave ac:0.003514,0.005218
Iteration 10:MDL fitness activated
Error 0.099891 TL 0.054248
MDL Theory Length Weight: 0.6137925669 (3)
Initialization: 5.816000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.128000
Kernel 1: 0.024000
Kernel 2: 91.880997
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.000741 1.000000 fi:0.134276. Ave ac:0.003056,0.004838
Initialization: 5.898000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 91.983002
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001730 1.000000 fi:0.126944. Ave ac:0.003882,0.006491
Initialization: 5.827000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.129000
Kernel 1: 0.023000
Kernel 2: 92.301003
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000988 1.000000 fi:0.117925. Ave ac:0.003496,0.004800
Initialization: 5.761000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.850000
Kernel 1: 0.025000
Kernel 2: 89.794998
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.000741 1.000000 fi:0.127322. Ave ac:0.003217,0.004987
Initialization: 7.266000
Memcpy Classifiers: 0.572000
Memcpy Instances: 10.126000
Kernel 1: 0.024000
Kernel 2: 87.475998
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.000741 1.000000 fi:0.122714. Ave ac:0.002616,0.004115
Initialization: 5.821000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.353000
Kernel 1: 0.024000
Kernel 2: 87.417999
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001977 1.000000 fi:0.118286. Ave ac:0.002862,0.004452
Initialization: 6.522000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.126000
Kernel 1: 0.024000
Kernel 2: 85.612999
Copyback: 0.018000
Sum: 0.030000
It 16,Best ac:0.001236 1.000000 fi:0.126475. Ave ac:0.002248,0.003816
Initialization: 5.822000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.113000
Kernel 1: 0.023000
Kernel 2: 86.130997
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000988 1.000000 fi:0.120260. Ave ac:0.002273,0.003632
Initialization: 5.848000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.098000
Kernel 1: 0.025000
Kernel 2: 84.611000
Copyback: 0.018000
Sum: 0.036000
It 18,Best ac:0.001483 1.000000 fi:0.124150. Ave ac:0.002054,0.003378
Initialization: 5.820000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.355000
Kernel 1: 0.023000
Kernel 2: 81.281998
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000989 1.000000 fi:0.120625. Ave ac:0.001762,0.002655
Initialization: 5.854000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 82.276001
Copyback: 0.016000
Sum: 0.033000
It 20,Best ac:0.000988 1.000000 fi:0.117914. Ave ac:0.002264,0.003163
Initialization: 5.786000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.100000
Kernel 1: 0.024000
Kernel 2: 81.224998
Copyback: 0.017000
Sum: 0.038000
It 21,Best ac:0.000989 1.000000 fi:0.116989. Ave ac:0.001757,0.002752
Initialization: 5.861000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.145000
Kernel 1: 0.024000
Kernel 2: 80.736000
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000988 1.000000 fi:0.121124. Ave ac:0.002023,0.003503
Initialization: 5.838000
Memcpy Classifiers: 0.458000
Memcpy Instances: 8.112000
Kernel 1: 0.024000
Kernel 2: 85.267998
Copyback: 0.016000
Sum: 0.030000
It 23,Best ac:0.001483 1.000000 fi:0.117148. Ave ac:0.002603,0.003605
Initialization: 5.816000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.116000
Kernel 1: 0.024000
Kernel 2: 82.833000
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001235 1.000000 fi:0.118952. Ave ac:0.002006,0.002727
Initialization: 5.789000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.123000
Kernel 1: 0.024000
Kernel 2: 82.320000
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.002965 1.000000 fi:0.118292. Ave ac:0.002128,0.002899
Initialization: 5.821000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.271000
Kernel 1: 0.023000
Kernel 2: 81.839996
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000989 1.000000 fi:0.119243. Ave ac:0.002192,0.002762
Initialization: 5.822000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.133000
Kernel 1: 0.024000
Kernel 2: 80.296997
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000988 1.000000 fi:0.121562. Ave ac:0.001944,0.002514
Initialization: 5.844000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.119000
Kernel 1: 0.023000
Kernel 2: 80.329002
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001235 1.000000 fi:0.116680. Ave ac:0.001559,0.001850
Initialization: 5.988000
Memcpy Classifiers: 0.385000
Memcpy Instances: 8.105000
Kernel 1: 0.024000
Kernel 2: 80.227997
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001235 1.000000 fi:0.117815. Ave ac:0.001848,0.003083
Initialization: 5.833000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.117000
Kernel 1: 0.024000
Kernel 2: 79.681000
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000989 1.000000 fi:0.118761. Ave ac:0.002311,0.002738
Initialization: 5.777000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.120000
Kernel 1: 0.023000
Kernel 2: 80.547997
Copyback: 0.016000
Sum: 0.027000
It 31,Best ac:0.001235 1.000000 fi:0.119858. Ave ac:0.001957,0.002703
Initialization: 5.815000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.140000
Kernel 1: 0.023000
Kernel 2: 81.448997
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.001235 1.000000 fi:0.116424. Ave ac:0.002191,0.002306
Initialization: 5.782000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.118000
Kernel 1: 0.024000
Kernel 2: 82.053001
Copyback: 0.016000
Sum: 0.034000
It 33,Best ac:0.000989 1.000000 fi:0.120587. Ave ac:0.001644,0.002661
Initialization: 26.437000
Memcpy Instances: 394.115997
Memcpy Classifiers: 0.084000
Kernel 1: 0.026000
Kernel 2: 559.635010
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 527.017029
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 544.994995
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 550.353027
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 552.442993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.011000
Kernel 2: 542.825012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 536.140991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 551.711975
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.011000
Kernel 2: 533.843018
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.083000
Kernel 1: 0.019000
Kernel 2: 528.806030
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 167.636993
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000988 0.689655 fi:0.430932. Ave ac:0.002205,0.007125
Best acc 0.000988 0.689655
Rule:Att PSSM_-4_16 is [-4.209342,-0.498740]|Att PSSM_-3_11 is [-0.479144,5.119360]|Att PSSM_-2_7 is [-5.307243,-1.163700]|Att PSSM_-1_4 is [-4.288268,-2.526276]|Att PSSM_-1_15 is [<1.834609]|Att PSSM_0_7 is [-6.549732,-2.305008]|Att PSSM_0_12 is [<-1.007367]|Att PSSM_1_12 is [-6.603795,-1.396205]|Att PSSM_2_10 is [<2.582274]|Att PSSM_3_20 is [-3.526974,5.407213]|1
Accuracy : 0.777372
0	1	
156946	7134	
45103	25455	
Removed 290 instances. 202049 Instances left. Acc of rule 0.000988-0.689655
Initialization: 6.088000
Memcpy Classifiers: 0.550000
Memcpy Instances: 8.105000
Kernel 1: 0.025000
Kernel 2: 99.795998
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005833 accuracy2:0.214746
Initialization: 5.851000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.107000
Kernel 1: 0.023000
Kernel 2: 99.189003
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.001237 0.833333 fi:0.266444. Ave ac:0.005910,0.009881
Initialization: 5.809000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.089000
Kernel 1: 0.024000
Kernel 2: 98.457001
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.001485 0.750000 fi:0.349666. Ave ac:0.004936,0.008526
Initialization: 5.761000
Memcpy Classifiers: 0.479000
Memcpy Instances: 8.100000
Kernel 1: 0.024000
Kernel 2: 97.119003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001237 1.000000 fi:0.099777. Ave ac:0.005643,0.010278
Initialization: 5.795000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.096000
Kernel 1: 0.024000
Kernel 2: 96.959000
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.001237 1.000000 fi:0.099777. Ave ac:0.004785,0.008860
Initialization: 5.807000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.136000
Kernel 1: 0.022000
Kernel 2: 96.280998
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000742 1.000000 fi:0.100000. Ave ac:0.004528,0.007577
Initialization: 5.810000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.091000
Kernel 1: 0.023000
Kernel 2: 95.345001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000990 1.000000 fi:0.099889. Ave ac:0.003903,0.007340
Initialization: 5.753000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.094000
Kernel 1: 0.024000
Kernel 2: 95.704002
Copyback: 0.016000
Sum: 0.028000
It 6,Best ac:0.001237 1.000000 fi:0.099777. Ave ac:0.003345,0.005669
Initialization: 5.841000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.085000
Kernel 1: 0.025000
Kernel 2: 96.754997
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.001237 1.000000 fi:0.099777. Ave ac:0.003635,0.007041
Initialization: 5.754000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.116000
Kernel 1: 0.023000
Kernel 2: 94.912003
Copyback: 0.016000
Sum: 0.033000
It 8,Best ac:0.001485 1.000000 fi:0.099666. Ave ac:0.003172,0.005119
Initialization: 5.816000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.094000
Kernel 1: 0.024000
Kernel 2: 92.220001
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.000742 1.000000 fi:0.100000. Ave ac:0.003208,0.005176
Iteration 10:MDL fitness activated
Error 0.100000 TL 0.040930
MDL Theory Length Weight: 0.8144006927 (2)
Initialization: 5.840000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.104000
Kernel 1: 0.024000
Kernel 2: 88.231003
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.000990 1.000000 fi:0.124164. Ave ac:0.003299,0.006853
Initialization: 5.817000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.104000
Kernel 1: 0.024000
Kernel 2: 90.110001
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001237 1.000000 fi:0.126973. Ave ac:0.003715,0.005578
Initialization: 5.819000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.117000
Kernel 1: 0.023000
Kernel 2: 86.559998
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.000742 1.000000 fi:0.119226. Ave ac:0.003784,0.006551
Initialization: 5.746000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 85.079002
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.001485 1.000000 fi:0.119359. Ave ac:0.003781,0.005766
Initialization: 5.800000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.125000
Kernel 1: 0.024000
Kernel 2: 84.473000
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.000990 1.000000 fi:0.121523. Ave ac:0.003812,0.006076
Initialization: 5.766000
Memcpy Classifiers: 0.412000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 81.018997
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000742 1.000000 fi:0.121440. Ave ac:0.003438,0.005213
Initialization: 5.801000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.081000
Kernel 1: 0.025000
Kernel 2: 82.043999
Copyback: 0.016000
Sum: 0.028000
It 16,Best ac:0.001485 1.000000 fi:0.119431. Ave ac:0.003444,0.006024
Initialization: 5.936000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.084000
Kernel 1: 0.024000
Kernel 2: 80.726997
Copyback: 0.016000
Sum: 0.027000
It 17,Best ac:0.000742 1.000000 fi:0.122480. Ave ac:0.003416,0.007643
Initialization: 5.766000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.103000
Kernel 1: 0.024000
Kernel 2: 80.630997
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000742 1.000000 fi:0.123364. Ave ac:0.002512,0.004366
Initialization: 5.814000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.114000
Kernel 1: 0.024000
Kernel 2: 79.514000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001485 1.000000 fi:0.119359. Ave ac:0.002680,0.004573
Initialization: 5.882000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.088000
Kernel 1: 0.023000
Kernel 2: 80.204002
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001733 1.000000 fi:0.120151. Ave ac:0.002584,0.003370
Initialization: 5.754000
Memcpy Classifiers: 0.371000
Memcpy Instances: 8.107000
Kernel 1: 0.023000
Kernel 2: 79.332001
Copyback: 0.019000
Sum: 0.031000
It 21,Best ac:0.000990 1.000000 fi:0.114321. Ave ac:0.002632,0.005065
Initialization: 5.776000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.090000
Kernel 1: 0.024000
Kernel 2: 79.348999
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000742 1.000000 fi:0.120985. Ave ac:0.002551,0.003567
Initialization: 5.849000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.093000
Kernel 1: 0.023000
Kernel 2: 80.663002
Copyback: 0.016000
Sum: 0.030000
It 23,Best ac:0.000742 1.000000 fi:0.114553. Ave ac:0.003258,0.005472
Initialization: 5.875000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.093000
Kernel 1: 0.024000
Kernel 2: 80.277000
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.000742 1.000000 fi:0.121083. Ave ac:0.003161,0.005977
Initialization: 5.798000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.119000
Kernel 1: 0.024000
Kernel 2: 80.075996
Copyback: 0.016000
Sum: 0.028000
It 25,Best ac:0.000742 1.000000 fi:0.117603. Ave ac:0.003076,0.005264
Initialization: 5.792000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.099000
Kernel 1: 0.023000
Kernel 2: 79.481003
Copyback: 0.016000
Sum: 0.029000
It 26,Best ac:0.002475 1.000000 fi:0.120109. Ave ac:0.002619,0.004559
Initialization: 5.803000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.104000
Kernel 1: 0.023000
Kernel 2: 77.978996
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001237 1.000000 fi:0.121667. Ave ac:0.003365,0.006794
Initialization: 5.811000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.100000
Kernel 1: 0.024000
Kernel 2: 78.680000
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001237 1.000000 fi:0.122897. Ave ac:0.003358,0.005500
Initialization: 5.857000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.092000
Kernel 1: 0.023000
Kernel 2: 79.779999
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.000990 1.000000 fi:0.116343. Ave ac:0.002488,0.004530
Initialization: 5.777000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.082000
Kernel 1: 0.024000
Kernel 2: 78.272003
Copyback: 0.016000
Sum: 0.032000
It 30,Best ac:0.000742 1.000000 fi:0.120580. Ave ac:0.002826,0.004835
MDL Theory Length Weight: 0.7329606234 (10)
Initialization: 5.772000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.097000
Kernel 1: 0.024000
Kernel 2: 79.748001
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.000990 1.000000 fi:0.118663. Ave ac:0.002629,0.004239
Initialization: 5.886000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.094000
Kernel 1: 0.024000
Kernel 2: 78.260002
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001485 1.000000 fi:0.118641. Ave ac:0.002664,0.005176
Initialization: 5.804000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.092000
Kernel 1: 0.024000
Kernel 2: 79.008003
Copyback: 0.016000
Sum: 0.033000
It 33,Best ac:0.000742 1.000000 fi:0.114382. Ave ac:0.002702,0.006001
Initialization: 26.507000
Memcpy Instances: 393.276001
Memcpy Classifiers: 0.075000
Kernel 1: 0.027000
Kernel 2: 507.257996
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.074000
Kernel 1: 0.011000
Kernel 2: 512.991028
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 518.471008
Copyback: 0.013000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.011000
Kernel 2: 525.072998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 512.012024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.011000
Kernel 2: 512.655029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 504.980011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.011000
Kernel 2: 510.657013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 524.687012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 518.002014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 163.134995
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001287 0.677083 fi:0.443480. Ave ac:0.003250,0.010426
Best acc 0.001287 0.677083
Initialization: 5.853000
Memcpy Classifiers: 0.556000
Memcpy Instances: 8.116000
Kernel 1: 0.026000
Kernel 2: 100.155998
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.006092 accuracy2:0.220398
Initialization: 5.829000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.112000
Kernel 1: 0.024000
Kernel 2: 98.653999
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.000990 0.666667 fi:0.433223. Ave ac:0.006890,0.012392
Initialization: 5.812000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.144000
Kernel 1: 0.022000
Kernel 2: 99.014999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001979 0.727273 fi:0.372172. Ave ac:0.007580,0.013785
Initialization: 5.775000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.114000
Kernel 1: 0.024000
Kernel 2: 98.602997
Copyback: 0.016000
Sum: 0.033000
It 2,Best ac:0.000990 1.000000 fi:0.099889. Ave ac:0.007311,0.012871
Initialization: 5.897000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.083000
Kernel 1: 0.023000
Kernel 2: 96.402000
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.000990 1.000000 fi:0.099889. Ave ac:0.005739,0.010628
Initialization: 5.845000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.115000
Kernel 1: 0.023000
Kernel 2: 95.157997
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.000743 1.000000 fi:0.100000. Ave ac:0.005176,0.008416
Initialization: 5.860000
Memcpy Classifiers: 0.481000
Memcpy Instances: 8.124000
Kernel 1: 0.022000
Kernel 2: 93.617996
Copyback: 0.016000
Sum: 0.032000
It 5,Best ac:0.001237 0.833333 fi:0.266444. Ave ac:0.004634,0.007974
Initialization: 5.801000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.082000
Kernel 1: 0.024000
Kernel 2: 96.666000
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.000990 1.000000 fi:0.099889. Ave ac:0.004608,0.007740
Initialization: 5.767000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.106000
Kernel 1: 0.023000
Kernel 2: 92.696999
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.001485 1.000000 fi:0.099666. Ave ac:0.003838,0.005890
Initialization: 5.843000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.101000
Kernel 1: 0.024000
Kernel 2: 91.643997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001238 1.000000 fi:0.099777. Ave ac:0.003901,0.007162
Initialization: 5.854000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.094000
Kernel 1: 0.024000
Kernel 2: 91.654999
Copyback: 0.016000
Sum: 0.031000
It 9,Best ac:0.001485 1.000000 fi:0.099666. Ave ac:0.003400,0.008041
Iteration 10:MDL fitness activated
Error 0.099666 TL 0.024446
MDL Theory Length Weight: 1.3590031357 (3)
Initialization: 5.807000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.114000
Kernel 1: 0.024000
Kernel 2: 89.904999
Copyback: 0.018000
Sum: 0.031000
It 10,Best ac:0.000742 1.000000 fi:0.143588. Ave ac:0.003301,0.005726
Initialization: 5.681000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.099000
Kernel 1: 0.024000
Kernel 2: 91.429001
Copyback: 0.371000
Sum: 0.031000
It 11,Best ac:0.001237 1.000000 fi:0.144327. Ave ac:0.003169,0.005980
Initialization: 5.941000
Memcpy Classifiers: 0.481000
Memcpy Instances: 8.230000
Kernel 1: 0.025000
Kernel 2: 89.640999
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.000742 1.000000 fi:0.135861. Ave ac:0.003022,0.005888
Initialization: 6.164000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.581000
Kernel 1: 0.023000
Kernel 2: 86.598999
Copyback: 0.018000
Sum: 0.038000
It 13,Best ac:0.000743 1.000000 fi:0.149339. Ave ac:0.002800,0.004778
Initialization: 6.633000
Memcpy Classifiers: 0.424000
Memcpy Instances: 8.215000
Kernel 1: 0.023000
Kernel 2: 86.407997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.000742 1.000000 fi:0.132522. Ave ac:0.002863,0.004909
Initialization: 6.285000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.535000
Kernel 1: 0.026000
Kernel 2: 88.261002
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.000742 1.000000 fi:0.140403. Ave ac:0.003336,0.006882
Initialization: 5.852000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.061000
Kernel 1: 0.033000
Kernel 2: 89.323997
Copyback: 0.018000
Sum: 0.036000
It 16,Best ac:0.002227 1.000000 fi:0.148782. Ave ac:0.003430,0.005681
Initialization: 6.844000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.063000
Kernel 1: 0.033000
Kernel 2: 88.730003
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001237 1.000000 fi:0.133000. Ave ac:0.003388,0.006145
Initialization: 6.613000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.084000
Kernel 1: 0.023000
Kernel 2: 87.138000
Copyback: 0.016000
Sum: 0.033000
It 18,Best ac:0.000990 1.000000 fi:0.134233. Ave ac:0.003422,0.006187
Initialization: 5.845000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.103000
Kernel 1: 0.022000
Kernel 2: 86.556999
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000742 1.000000 fi:0.140619. Ave ac:0.003568,0.005787
Initialization: 5.842000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.098000
Kernel 1: 0.024000
Kernel 2: 86.004997
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.000742 1.000000 fi:0.131695. Ave ac:0.003307,0.006205
Initialization: 5.795000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.123000
Kernel 1: 0.025000
Kernel 2: 86.154999
Copyback: 0.016000
Sum: 0.027000
It 21,Best ac:0.001485 1.000000 fi:0.132132. Ave ac:0.002842,0.003984
Initialization: 5.828000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.112000
Kernel 1: 0.023000
Kernel 2: 86.358002
Copyback: 0.016000
Sum: 0.026000
It 22,Best ac:0.001237 1.000000 fi:0.137236. Ave ac:0.002840,0.005036
Initialization: 5.819000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.127000
Kernel 1: 0.024000
Kernel 2: 85.040001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000990 1.000000 fi:0.135416. Ave ac:0.003211,0.005588
Initialization: 5.823000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.128000
Kernel 1: 0.024000
Kernel 2: 86.180000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001732 1.000000 fi:0.124570. Ave ac:0.003472,0.005935
Initialization: 5.846000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.108000
Kernel 1: 0.023000
Kernel 2: 86.292999
Copyback: 0.016000
Sum: 0.029000
It 25,Best ac:0.000742 1.000000 fi:0.116527. Ave ac:0.003174,0.005289
Initialization: 5.817000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.133000
Kernel 1: 0.024000
Kernel 2: 85.706001
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000742 1.000000 fi:0.133781. Ave ac:0.003442,0.005810
Initialization: 5.838000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.084000
Kernel 1: 0.024000
Kernel 2: 83.666000
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.001485 1.000000 fi:0.120196. Ave ac:0.002896,0.005682
Initialization: 6.081000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.116000
Kernel 1: 0.024000
Kernel 2: 81.602997
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000742 1.000000 fi:0.126655. Ave ac:0.002557,0.004844
Initialization: 6.440000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 82.065002
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.000990 1.000000 fi:0.127442. Ave ac:0.002767,0.005723
Initialization: 8.294000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.890000
Kernel 1: 0.023000
Kernel 2: 82.763000
Copyback: 0.017000
Sum: 0.043000
It 30,Best ac:0.000742 1.000000 fi:0.124260. Ave ac:0.002473,0.005695
Initialization: 6.458000
Memcpy Classifiers: 0.648000
Memcpy Instances: 10.581000
Kernel 1: 0.033000
Kernel 2: 84.010002
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001485 1.000000 fi:0.124518. Ave ac:0.002878,0.006864
Initialization: 6.821000
Memcpy Classifiers: 0.362000
Memcpy Instances: 11.320000
Kernel 1: 0.023000
Kernel 2: 81.190002
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.000990 1.000000 fi:0.124728. Ave ac:0.003325,0.009469
Initialization: 5.814000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.097000
Kernel 1: 0.023000
Kernel 2: 82.656998
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.000742 1.000000 fi:0.121353. Ave ac:0.002713,0.005653
Initialization: 26.353001
Memcpy Instances: 393.251007
Memcpy Classifiers: 0.073000
Kernel 1: 0.029000
Kernel 2: 523.617981
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 535.291992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 520.737000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.011000
Kernel 2: 541.359985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 522.883972
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 523.427002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 525.318970
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 516.080017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.011000
Kernel 2: 544.765991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 518.906982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.011000
Kernel 2: 163.192001
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001084 0.631124 fi:0.501188. Ave ac:0.003127,0.011166
Best acc 0.001084 0.631124
Rule:Att PSSM_-4_7 is [<-0.391765]|Att PSSM_-3_9 is [<9.344611]|Att PSSM_-3_12 is [<0.805174]|Att PSSM_-1_18 is [-0.003919,10.900169]|Att PSSM_0_3 is [<-0.610401]|Att PSSM_0_12 is [<-3.515696]|Att PSSM_1_4 is [-4.186374,7.767153]|Att PSSM_1_15 is [<-1.732005]|Att PSSM_2_20 is [-6.485814,3.904706]|Att PSSM_3_15 is [<4.015625]|Att PSSM_4_2 is [<-1.552069]|1
Accuracy : 0.777952
0	1	
156822	7258	
44843	25715	
Removed 384 instances. 201665 Instances left. Acc of rule 0.001287-0.677083
Initialization: 5.814000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.088000
Kernel 1: 0.028000
Kernel 2: 101.793999
Copyback: 0.018000
Sum: 0.041000
Initial population average accuracy1:0.005821 accuracy2:0.208672
Initialization: 5.770000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.082000
Kernel 1: 0.024000
Kernel 2: 116.240997
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.000744 1.000000 fi:0.099998. Ave ac:0.006027,0.011222
Initialization: 5.788000
Memcpy Classifiers: 0.543000
Memcpy Instances: 8.079000
Kernel 1: 0.024000
Kernel 2: 118.101997
Copyback: 0.016000
Sum: 0.030000
It 1,Best ac:0.000744 1.000000 fi:0.099998. Ave ac:0.005615,0.009235
Initialization: 5.839000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.102000
Kernel 1: 0.023000
Kernel 2: 101.613998
Copyback: 0.016000
Sum: 0.030000
It 2,Best ac:0.001488 0.857143 fi:0.242519. Ave ac:0.004773,0.007123
Initialization: 5.781000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.068000
Kernel 1: 0.024000
Kernel 2: 102.111000
Copyback: 0.016000
Sum: 0.031000
It 3,Best ac:0.001735 0.777778 fi:0.321773. Ave ac:0.004809,0.007657
Initialization: 5.820000
Memcpy Classifiers: 0.544000
Memcpy Instances: 8.075000
Kernel 1: 0.024000
Kernel 2: 100.195000
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001983 0.800000 fi:0.299439. Ave ac:0.004958,0.010731
Initialization: 5.738000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.127000
Kernel 1: 0.023000
Kernel 2: 114.413002
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.001488 0.857143 fi:0.242519. Ave ac:0.004979,0.008831
Initialization: 5.722000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.098000
Kernel 1: 0.023000
Kernel 2: 98.887001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001239 1.000000 fi:0.099774. Ave ac:0.003709,0.006564
Initialization: 5.776000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.076000
Kernel 1: 0.024000
Kernel 2: 98.242996
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001736 1.000000 fi:0.099551. Ave ac:0.003423,0.005512
Initialization: 5.806000
Memcpy Classifiers: 0.521000
Memcpy Instances: 8.109000
Kernel 1: 0.024000
Kernel 2: 94.685997
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001735 1.000000 fi:0.099551. Ave ac:0.002475,0.005137
Initialization: 5.870000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.070000
Kernel 1: 0.024000
Kernel 2: 94.614998
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001487 1.000000 fi:0.099663. Ave ac:0.002682,0.006247
Iteration 10:MDL fitness activated
Error 0.099663 TL 0.045150
MDL Theory Length Weight: 0.7357878962 (3)
Initialization: 5.758000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.090000
Kernel 1: 0.024000
Kernel 2: 92.413002
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.001488 1.000000 fi:0.124290. Ave ac:0.002861,0.007743
Initialization: 5.781000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.070000
Kernel 1: 0.024000
Kernel 2: 93.236000
Copyback: 0.016000
Sum: 0.030000
It 11,Best ac:0.001239 1.000000 fi:0.121130. Ave ac:0.002500,0.004488
Initialization: 5.737000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.072000
Kernel 1: 0.023000
Kernel 2: 93.507004
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.000744 1.000000 fi:0.119225. Ave ac:0.002690,0.005276
Initialization: 5.926000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.090000
Kernel 1: 0.024000
Kernel 2: 92.414001
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.000744 1.000000 fi:0.125218. Ave ac:0.002703,0.004655
Initialization: 5.899000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.073000
Kernel 1: 0.023000
Kernel 2: 92.117996
Copyback: 0.016000
Sum: 0.032000
It 14,Best ac:0.001239 1.000000 fi:0.122488. Ave ac:0.002773,0.005141
Initialization: 5.826000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.090000
Kernel 1: 0.023000
Kernel 2: 90.029999
Copyback: 0.020000
Sum: 0.040000
It 15,Best ac:0.000744 1.000000 fi:0.125342. Ave ac:0.002661,0.006010
Initialization: 5.769000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.093000
Kernel 1: 0.024000
Kernel 2: 88.828003
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.000744 1.000000 fi:0.123772. Ave ac:0.003413,0.006974
Initialization: 5.834000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.062000
Kernel 1: 0.024000
Kernel 2: 103.009003
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.000744 1.000000 fi:0.122786. Ave ac:0.002637,0.004728
Initialization: 5.862000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.068000
Kernel 1: 0.024000
Kernel 2: 86.903999
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001488 1.000000 fi:0.121686. Ave ac:0.002899,0.005426
Initialization: 5.859000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.077000
Kernel 1: 0.023000
Kernel 2: 87.611000
Copyback: 0.016000
Sum: 0.027000
It 19,Best ac:0.001983 1.000000 fi:0.118359. Ave ac:0.003633,0.008397
Initialization: 5.763000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.080000
Kernel 1: 0.023000
Kernel 2: 85.458000
Copyback: 0.372000
Sum: 0.028000
It 20,Best ac:0.000744 1.000000 fi:0.116720. Ave ac:0.003344,0.007751
Initialization: 5.666000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.129000
Kernel 1: 0.023000
Kernel 2: 87.852997
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.000744 1.000000 fi:0.121176. Ave ac:0.003228,0.006010
Initialization: 5.893000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.076000
Kernel 1: 0.023000
Kernel 2: 85.788002
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.000992 1.000000 fi:0.116877. Ave ac:0.003612,0.006957
Initialization: 5.826000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.086000
Kernel 1: 0.023000
Kernel 2: 85.888000
Copyback: 0.018000
Sum: 0.037000
It 23,Best ac:0.000744 1.000000 fi:0.119558. Ave ac:0.002815,0.004786
Initialization: 5.754000
Memcpy Classifiers: 0.474000
Memcpy Instances: 8.112000
Kernel 1: 0.023000
Kernel 2: 85.103996
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.000744 1.000000 fi:0.119474. Ave ac:0.003812,0.009316
Initialization: 5.802000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.072000
Kernel 1: 0.023000
Kernel 2: 99.523003
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.000744 1.000000 fi:0.120251. Ave ac:0.003334,0.006381
Initialization: 5.792000
Memcpy Classifiers: 0.430000
Memcpy Instances: 8.078000
Kernel 1: 0.024000
Kernel 2: 83.445999
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.001736 1.000000 fi:0.112740. Ave ac:0.003464,0.011556
Initialization: 5.784000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.068000
Kernel 1: 0.024000
Kernel 2: 87.225998
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.000744 1.000000 fi:0.117402. Ave ac:0.003509,0.007177
Initialization: 5.818000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.091000
Kernel 1: 0.022000
Kernel 2: 85.129997
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000992 1.000000 fi:0.119363. Ave ac:0.003205,0.007200
Initialization: 5.843000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.068000
Kernel 1: 0.024000
Kernel 2: 88.870003
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.000744 1.000000 fi:0.115527. Ave ac:0.003342,0.006922
Initialization: 5.785000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.094000
Kernel 1: 0.024000
Kernel 2: 85.251999
Copyback: 0.016000
Sum: 0.029000
It 30,Best ac:0.002232 1.000000 fi:0.114994. Ave ac:0.003051,0.005737
Initialization: 5.833000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.082000
Kernel 1: 0.024000
Kernel 2: 83.751999
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000744 1.000000 fi:0.116600. Ave ac:0.003304,0.006229
Initialization: 5.735000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.095000
Kernel 1: 0.024000
Kernel 2: 83.504997
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000992 1.000000 fi:0.118256. Ave ac:0.002863,0.005216
Initialization: 5.862000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.110000
Kernel 1: 0.022000
Kernel 2: 83.294998
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.000992 1.000000 fi:0.115784. Ave ac:0.003289,0.004947
Initialization: 26.400999
Memcpy Instances: 392.447998
Memcpy Classifiers: 0.079000
Kernel 1: 0.027000
Kernel 2: 556.219971
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 532.351013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.084000
Kernel 1: 0.012000
Kernel 2: 515.612000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.011000
Kernel 2: 534.520020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 533.288025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 515.158997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 546.744019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 532.366028
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.011000
Kernel 2: 539.612000
Copyback: 0.371000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 517.919006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.011000
Kernel 2: 165.787994
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001121 0.612466 fi:0.510150. Ave ac:0.002349,0.007984
Best acc 0.001121 0.612466
Initialization: 5.801000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.070000
Kernel 1: 0.026000
Kernel 2: 117.080002
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005404 accuracy2:0.207462
Initialization: 5.796000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.106000
Kernel 1: 0.024000
Kernel 2: 100.163002
Copyback: 0.016000
Sum: 0.050000
It 0,Best ac:0.001736 0.875000 fi:0.224551. Ave ac:0.006927,0.013800
Initialization: 5.726000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.086000
Kernel 1: 0.023000
Kernel 2: 101.638000
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.000744 1.000000 fi:0.099998. Ave ac:0.004799,0.008080
Initialization: 5.839000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.099000
Kernel 1: 0.023000
Kernel 2: 101.322998
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001240 0.833333 fi:0.266441. Ave ac:0.004513,0.009467
Initialization: 5.840000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.064000
Kernel 1: 0.024000
Kernel 2: 99.643997
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000744 1.000000 fi:0.099998. Ave ac:0.004090,0.008004
Initialization: 5.810000
Memcpy Classifiers: 0.521000
Memcpy Instances: 8.086000
Kernel 1: 0.024000
Kernel 2: 99.629997
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001487 1.000000 fi:0.099663. Ave ac:0.003713,0.007066
Initialization: 5.836000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.091000
Kernel 1: 0.023000
Kernel 2: 100.205002
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.000992 1.000000 fi:0.099886. Ave ac:0.003494,0.006146
Initialization: 5.791000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.087000
Kernel 1: 0.023000
Kernel 2: 98.946999
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.000992 1.000000 fi:0.099886. Ave ac:0.003815,0.006634
Initialization: 5.788000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.089000
Kernel 1: 0.023000
Kernel 2: 100.703003
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000992 1.000000 fi:0.099886. Ave ac:0.003415,0.005159
Initialization: 5.917000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.094000
Kernel 1: 0.023000
Kernel 2: 100.296997
Copyback: 0.026000
Sum: 0.043000
It 8,Best ac:0.001240 1.000000 fi:0.099774. Ave ac:0.003185,0.005353
Initialization: 5.863000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.066000
Kernel 1: 0.023000
Kernel 2: 99.155998
Copyback: 0.019000
Sum: 0.042000
It 9,Best ac:0.001239 1.000000 fi:0.099774. Ave ac:0.002843,0.005394
Iteration 10:MDL fitness activated
Error 0.099774 TL 0.037891
MDL Theory Length Weight: 0.8777287373 (6)
Initialization: 5.781000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.091000
Kernel 1: 0.023000
Kernel 2: 99.374001
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.000992 1.000000 fi:0.130433. Ave ac:0.002578,0.005395
Initialization: 5.748000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.088000
Kernel 1: 0.024000
Kernel 2: 99.652000
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.000992 1.000000 fi:0.125198. Ave ac:0.003071,0.004835
Initialization: 5.902000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.101000
Kernel 1: 0.023000
Kernel 2: 99.155998
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001240 1.000000 fi:0.128323. Ave ac:0.002981,0.005495
Initialization: 5.831000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.092000
Kernel 1: 0.024000
Kernel 2: 98.662003
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000744 1.000000 fi:0.128068. Ave ac:0.002383,0.003852
Initialization: 5.877000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.089000
Kernel 1: 0.023000
Kernel 2: 99.407997
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001488 1.000000 fi:0.125227. Ave ac:0.002079,0.003180
Initialization: 5.824000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.068000
Kernel 1: 0.022000
Kernel 2: 101.603996
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000744 1.000000 fi:0.124497. Ave ac:0.002606,0.005262
Initialization: 5.855000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.097000
Kernel 1: 0.023000
Kernel 2: 101.251999
Copyback: 0.016000
Sum: 0.032000
It 16,Best ac:0.000744 1.000000 fi:0.125672. Ave ac:0.002466,0.003229
Initialization: 5.835000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.084000
Kernel 1: 0.024000
Kernel 2: 98.045998
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.000992 1.000000 fi:0.127898. Ave ac:0.002306,0.002814
Initialization: 5.818000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.095000
Kernel 1: 0.024000
Kernel 2: 95.377998
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000992 1.000000 fi:0.126207. Ave ac:0.001693,0.002394
Initialization: 5.897000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.094000
Kernel 1: 0.023000
Kernel 2: 96.606003
Copyback: 0.016000
Sum: 0.030000
It 19,Best ac:0.001736 1.000000 fi:0.130503. Ave ac:0.002034,0.002709
Initialization: 5.827000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.091000
Kernel 1: 0.024000
Kernel 2: 99.467003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000744 1.000000 fi:0.133151. Ave ac:0.002134,0.002889
Initialization: 5.786000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.094000
Kernel 1: 0.023000
Kernel 2: 97.112999
Copyback: 0.016000
Sum: 0.032000
It 21,Best ac:0.001239 1.000000 fi:0.126910. Ave ac:0.001800,0.002666
Initialization: 5.841000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.081000
Kernel 1: 0.023000
Kernel 2: 98.416000
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000744 1.000000 fi:0.131059. Ave ac:0.002078,0.002716
Initialization: 5.836000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.087000
Kernel 1: 0.023000
Kernel 2: 100.377998
Copyback: 0.016000
Sum: 0.031000
It 23,Best ac:0.000744 1.000000 fi:0.147065. Ave ac:0.002013,0.002703
Initialization: 5.826000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 97.675003
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000744 1.000000 fi:0.124974. Ave ac:0.002392,0.003775
MDL Theory Length Weight: 0.7899558636 (10)
Initialization: 5.848000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.076000
Kernel 1: 0.023000
Kernel 2: 99.108002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002232 1.000000 fi:0.127774. Ave ac:0.002193,0.003902
Initialization: 5.796000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.091000
Kernel 1: 0.024000
Kernel 2: 97.489998
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001240 1.000000 fi:0.122172. Ave ac:0.002196,0.002647
Initialization: 5.775000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.093000
Kernel 1: 0.023000
Kernel 2: 97.932999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001488 1.000000 fi:0.126070. Ave ac:0.001968,0.002634
Initialization: 5.701000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.105000
Kernel 1: 0.024000
Kernel 2: 97.716003
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.000744 1.000000 fi:0.127873. Ave ac:0.002035,0.002336
Initialization: 5.861000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.107000
Kernel 1: 0.024000
Kernel 2: 95.414001
Copyback: 0.020000
Sum: 0.035000
It 29,Best ac:0.000992 1.000000 fi:0.125347. Ave ac:0.001727,0.003410
Initialization: 5.844000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.067000
Kernel 1: 0.023000
Kernel 2: 96.667999
Copyback: 0.017000
Sum: 0.036000
It 30,Best ac:0.000992 1.000000 fi:0.124539. Ave ac:0.001953,0.002596
Initialization: 5.824000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.068000
Kernel 1: 0.023000
Kernel 2: 97.446999
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001240 1.000000 fi:0.119867. Ave ac:0.002042,0.003794
Initialization: 5.827000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.084000
Kernel 1: 0.023000
Kernel 2: 95.679001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000744 1.000000 fi:0.120091. Ave ac:0.002314,0.003603
Initialization: 5.803000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.108000
Kernel 1: 0.024000
Kernel 2: 94.488998
Copyback: 0.016000
Sum: 0.028000
It 33,Best ac:0.000744 1.000000 fi:0.125315. Ave ac:0.002224,0.007757
Initialization: 26.740000
Memcpy Instances: 476.126007
Memcpy Classifiers: 0.123000
Kernel 1: 0.034000
Kernel 2: 558.382019
Copyback: 0.017000
Sum: 0.018000
Memcpy Classifiers: 0.118000
Kernel 1: 0.014000
Kernel 2: 554.293030
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.081000
Kernel 1: 0.015000
Kernel 2: 576.193970
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 570.919006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.016000
Kernel 2: 565.427979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.120000
Kernel 1: 0.022000
Kernel 2: 570.377991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 550.788025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 565.112976
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.103000
Kernel 1: 0.018000
Kernel 2: 568.008972
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 557.211975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 171.623993
Copyback: 0.018000
Sum: 0.003000
It 34,Best ac:0.001517 0.655246 fi:0.472850. Ave ac:0.001909,0.006280
Best acc 0.001517 0.655246
Rule:Att PSSM_-4_7 is [<2.466210]|Att PSSM_-3_6 is [-6.240715,-1.759285]|Att PSSM_-1_15 is [<2.233079]|Att PSSM_0_2 is [-6.934356,-3.065644]|Att PSSM_0_13 is [-1.536367,2.939440]|Att PSSM_0_15 is [<4.852596]|Att PSSM_1_3 is [<-0.498775]|Att PSSM_2_3 is [<3.444397]|Att PSSM_2_9 is [<5.685909]|Att PSSM_3_2 is [-5.582868,5.582868]|Att PSSM_3_12 is [-5.994816,1.332268]|Att PSSM_3_19 is [<4.617100]|Att PSSM_4_6 is [-4.509468,-2.872277]|1
Accuracy : 0.778570
0	1	
156661	7419	
44537	26021	
Removed 467 instances. 201198 Instances left. Acc of rule 0.001517-0.655246
Initialization: 5.964000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.048000
Kernel 1: 0.024000
Kernel 2: 98.344002
Copyback: 0.017000
Sum: 0.037000
Initial population average accuracy1:0.005307 accuracy2:0.212933
Initialization: 5.775000
Memcpy Classifiers: 0.517000
Memcpy Instances: 8.060000
Kernel 1: 0.024000
Kernel 2: 99.852997
Copyback: 0.016000
Sum: 0.031000
It 0,Best ac:0.000746 1.000000 fi:0.099996. Ave ac:0.005345,0.010853
Initialization: 5.770000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.062000
Kernel 1: 0.024000
Kernel 2: 99.387001
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000994 0.800000 fi:0.299883. Ave ac:0.004333,0.007551
Initialization: 5.782000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.073000
Kernel 1: 0.023000
Kernel 2: 97.231003
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001243 1.000000 fi:0.099771. Ave ac:0.003652,0.006698
Initialization: 5.842000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.062000
Kernel 1: 0.024000
Kernel 2: 96.508003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000746 1.000000 fi:0.099995. Ave ac:0.003788,0.006241
Initialization: 5.762000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.087000
Kernel 1: 0.024000
Kernel 2: 98.196999
Copyback: 0.016000
Sum: 0.026000
It 4,Best ac:0.001242 1.000000 fi:0.099771. Ave ac:0.003078,0.005104
Initialization: 5.805000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.057000
Kernel 1: 0.024000
Kernel 2: 95.387001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001491 1.000000 fi:0.099658. Ave ac:0.003204,0.005807
Initialization: 5.720000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.088000
Kernel 1: 0.023000
Kernel 2: 96.722000
Copyback: 0.017000
Sum: 0.037000
It 6,Best ac:0.000746 1.000000 fi:0.099996. Ave ac:0.002048,0.003344
Initialization: 5.811000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.058000
Kernel 1: 0.023000
Kernel 2: 97.838997
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.000746 1.000000 fi:0.099996. Ave ac:0.002115,0.003510
Initialization: 5.860000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.071000
Kernel 1: 0.024000
Kernel 2: 96.468002
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.001243 0.833333 fi:0.266437. Ave ac:0.002292,0.003834
Initialization: 5.785000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.088000
Kernel 1: 0.024000
Kernel 2: 97.220001
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.001740 1.000000 fi:0.099545. Ave ac:0.002885,0.004076
Iteration 10:MDL fitness activated
Error 0.099545 TL 0.040025
MDL Theory Length Weight: 0.8290205459 (1)
Initialization: 5.801000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.089000
Kernel 1: 0.024000
Kernel 2: 98.241997
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001988 0.888889 fi:0.250798. Ave ac:0.001842,0.003367
Initialization: 5.767000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.069000
Kernel 1: 0.024000
Kernel 2: 96.980003
Copyback: 0.016000
Sum: 0.032000
It 11,Best ac:0.000746 1.000000 fi:0.133214. Ave ac:0.002163,0.003317
Initialization: 5.783000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.064000
Kernel 1: 0.024000
Kernel 2: 96.470001
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.000994 1.000000 fi:0.126074. Ave ac:0.002432,0.003730
Initialization: 5.832000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.099000
Kernel 1: 0.023000
Kernel 2: 97.629997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.000994 1.000000 fi:0.132726. Ave ac:0.001717,0.002318
Initialization: 5.739000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.079000
Kernel 1: 0.024000
Kernel 2: 95.744003
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.000994 1.000000 fi:0.127949. Ave ac:0.003142,0.004624
Initialization: 5.772000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.076000
Kernel 1: 0.024000
Kernel 2: 95.216003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001243 1.000000 fi:0.134285. Ave ac:0.002237,0.003944
Initialization: 5.650000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.090000
Kernel 1: 0.023000
Kernel 2: 96.330002
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.000746 1.000000 fi:0.126700. Ave ac:0.002175,0.003700
Initialization: 5.786000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.066000
Kernel 1: 0.024000
Kernel 2: 94.629997
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.001243 1.000000 fi:0.133306. Ave ac:0.002348,0.004665
Initialization: 5.787000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.068000
Kernel 1: 0.023000
Kernel 2: 93.603996
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000746 1.000000 fi:0.131721. Ave ac:0.002778,0.005736
Initialization: 5.818000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.073000
Kernel 1: 0.024000
Kernel 2: 95.820000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000746 1.000000 fi:0.122825. Ave ac:0.002594,0.003600
Initialization: 5.781000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.048000
Kernel 1: 0.024000
Kernel 2: 95.705002
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000745 1.000000 fi:0.125437. Ave ac:0.002192,0.003153
Initialization: 5.772000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.081000
Kernel 1: 0.023000
Kernel 2: 94.288002
Copyback: 0.016000
Sum: 0.033000
It 21,Best ac:0.000746 1.000000 fi:0.128027. Ave ac:0.002799,0.004217
Initialization: 5.781000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.051000
Kernel 1: 0.024000
Kernel 2: 92.799004
Copyback: 0.016000
Sum: 0.030000
It 22,Best ac:0.000746 1.000000 fi:0.122890. Ave ac:0.002386,0.004533
Initialization: 5.791000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.064000
Kernel 1: 0.023000
Kernel 2: 95.271004
Copyback: 0.016000
Sum: 0.031000
It 23,Best ac:0.000994 1.000000 fi:0.128364. Ave ac:0.002709,0.004242
Initialization: 5.795000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.056000
Kernel 1: 0.024000
Kernel 2: 92.052002
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000746 1.000000 fi:0.124769. Ave ac:0.002702,0.005044
Initialization: 5.815000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.068000
Kernel 1: 0.023000
Kernel 2: 91.289001
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000746 1.000000 fi:0.126229. Ave ac:0.002344,0.003437
Initialization: 5.747000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.066000
Kernel 1: 0.023000
Kernel 2: 89.352997
Copyback: 0.016000
Sum: 0.034000
It 26,Best ac:0.001491 1.000000 fi:0.129651. Ave ac:0.001988,0.003356
Initialization: 5.783000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.065000
Kernel 1: 0.028000
Kernel 2: 92.827003
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.000745 1.000000 fi:0.127713. Ave ac:0.002053,0.002924
Initialization: 5.646000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.057000
Kernel 1: 0.024000
Kernel 2: 92.032997
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000746 1.000000 fi:0.123070. Ave ac:0.002241,0.003653
MDL Theory Length Weight: 0.7461184913 (10)
Initialization: 5.914000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.078000
Kernel 1: 0.024000
Kernel 2: 90.017998
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.001243 1.000000 fi:0.122618. Ave ac:0.002703,0.004470
Initialization: 5.675000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.061000
Kernel 1: 0.023000
Kernel 2: 91.981003
Copyback: 0.016000
Sum: 0.028000
It 30,Best ac:0.001491 1.000000 fi:0.126814. Ave ac:0.002640,0.005122
Initialization: 5.696000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.066000
Kernel 1: 0.023000
Kernel 2: 89.384003
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001243 1.000000 fi:0.118062. Ave ac:0.002271,0.003229
Initialization: 5.734000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.065000
Kernel 1: 0.023000
Kernel 2: 87.789001
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.001491 1.000000 fi:0.122120. Ave ac:0.002280,0.003332
Initialization: 5.752000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.173000
Kernel 1: 0.022000
Kernel 2: 86.517998
Copyback: 0.016000
Sum: 0.029000
It 33,Best ac:0.000746 1.000000 fi:0.121408. Ave ac:0.002017,0.002989
Initialization: 26.516001
Memcpy Instances: 391.528015
Memcpy Classifiers: 0.083000
Kernel 1: 0.028000
Kernel 2: 537.671997
Copyback: 0.369000
Sum: 0.017000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 544.633972
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 545.731018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.011000
Kernel 2: 540.797974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.011000
Kernel 2: 532.968994
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.121000
Kernel 1: 0.023000
Kernel 2: 556.041016
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.082000
Kernel 1: 0.018000
Kernel 2: 565.932983
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 537.955017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 535.812988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 542.702026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.011000
Kernel 2: 163.942001
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001029 0.640867 fi:0.486156. Ave ac:0.001877,0.006013
Best acc 0.001029 0.640867
Initialization: 5.802000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.073000
Kernel 1: 0.025000
Kernel 2: 97.237999
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005452 accuracy2:0.221643
Initialization: 5.813000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.042000
Kernel 1: 0.025000
Kernel 2: 100.586998
Copyback: 0.017000
Sum: 0.031000
It 0,Best ac:0.000746 1.000000 fi:0.099995. Ave ac:0.004868,0.008697
Initialization: 5.843000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.064000
Kernel 1: 0.023000
Kernel 2: 95.753998
Copyback: 0.016000
Sum: 0.029000
It 1,Best ac:0.000746 1.000000 fi:0.099996. Ave ac:0.004586,0.008700
Initialization: 5.918000
Memcpy Classifiers: 0.542000
Memcpy Instances: 11.332000
Kernel 1: 0.023000
Kernel 2: 97.321999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001491 1.000000 fi:0.099657. Ave ac:0.004187,0.007678
Initialization: 5.847000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.239000
Kernel 1: 0.024000
Kernel 2: 95.682999
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000994 1.000000 fi:0.099883. Ave ac:0.003388,0.005939
Initialization: 6.553000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.043000
Kernel 1: 0.027000
Kernel 2: 93.143997
Copyback: 0.372000
Sum: 0.029000
It 4,Best ac:0.000994 1.000000 fi:0.099883. Ave ac:0.003708,0.008859
Initialization: 7.030000
Memcpy Classifiers: 0.715000
Memcpy Instances: 9.508000
Kernel 1: 0.028000
Kernel 2: 90.582001
Copyback: 0.018000
Sum: 0.046000
It 5,Best ac:0.001243 1.000000 fi:0.099770. Ave ac:0.003850,0.006632
Initialization: 6.551000
Memcpy Classifiers: 0.528000
Memcpy Instances: 9.661000
Kernel 1: 0.032000
Kernel 2: 87.541000
Copyback: 0.017000
Sum: 0.038000
It 6,Best ac:0.001491 1.000000 fi:0.099658. Ave ac:0.003616,0.006702
Initialization: 6.329000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.355000
Kernel 1: 0.035000
Kernel 2: 87.116997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.000746 1.000000 fi:0.099996. Ave ac:0.003243,0.006462
Initialization: 7.879000
Memcpy Classifiers: 0.872000
Memcpy Instances: 8.386000
Kernel 1: 0.023000
Kernel 2: 87.766998
Copyback: 0.018000
Sum: 0.041000
It 8,Best ac:0.000746 1.000000 fi:0.099995. Ave ac:0.003917,0.008115
Initialization: 6.230000
Memcpy Classifiers: 0.434000
Memcpy Instances: 12.217000
Kernel 1: 0.024000
Kernel 2: 89.450996
Copyback: 0.018000
Sum: 0.040000
It 9,Best ac:0.001491 1.000000 fi:0.099658. Ave ac:0.003553,0.007840
Iteration 10:MDL fitness activated
Error 0.099658 TL 0.047257
MDL Theory Length Weight: 0.7029524603 (8)
Initialization: 6.956000
Memcpy Classifiers: 0.614000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 85.695000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.000746 1.000000 fi:0.122170. Ave ac:0.003221,0.005434
Initialization: 6.724000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.181000
Kernel 1: 0.027000
Kernel 2: 84.903999
Copyback: 0.018000
Sum: 0.038000
It 11,Best ac:0.001740 1.000000 fi:0.120336. Ave ac:0.004117,0.007864
Initialization: 6.800000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.157000
Kernel 1: 0.024000
Kernel 2: 82.894997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000746 1.000000 fi:0.121143. Ave ac:0.003570,0.007074
Initialization: 7.247000
Memcpy Classifiers: 0.594000
Memcpy Instances: 11.480000
Kernel 1: 0.027000
Kernel 2: 81.211998
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000994 1.000000 fi:0.115192. Ave ac:0.003169,0.005772
Initialization: 6.097000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.045000
Kernel 1: 0.024000
Kernel 2: 78.592003
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.002237 1.000000 fi:0.115502. Ave ac:0.002519,0.004623
Initialization: 5.757000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.103000
Kernel 1: 0.024000
Kernel 2: 78.694000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000994 1.000000 fi:0.117524. Ave ac:0.002200,0.004028
Initialization: 6.469000
Memcpy Classifiers: 0.351000
Memcpy Instances: 12.388000
Kernel 1: 0.024000
Kernel 2: 79.273003
Copyback: 0.016000
Sum: 0.030000
It 16,Best ac:0.000746 1.000000 fi:0.116177. Ave ac:0.002660,0.003890
Initialization: 5.808000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.145000
Kernel 1: 0.023000
Kernel 2: 77.838997
Copyback: 0.018000
Sum: 0.036000
It 17,Best ac:0.000746 1.000000 fi:0.115472. Ave ac:0.002333,0.005096
Initialization: 5.873000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.087000
Kernel 1: 0.024000
Kernel 2: 80.625000
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.000745 1.000000 fi:0.119447. Ave ac:0.001968,0.003911
Initialization: 6.930000
Memcpy Classifiers: 0.679000
Memcpy Instances: 10.229000
Kernel 1: 0.024000
Kernel 2: 74.988998
Copyback: 0.018000
Sum: 0.038000
It 19,Best ac:0.000746 1.000000 fi:0.120089. Ave ac:0.002662,0.005219
Initialization: 7.423000
Memcpy Classifiers: 0.614000
Memcpy Instances: 10.402000
Kernel 1: 0.032000
Kernel 2: 74.724998
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.000746 1.000000 fi:0.122473. Ave ac:0.002720,0.004743
Initialization: 5.877000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.900000
Kernel 1: 0.022000
Kernel 2: 78.013000
Copyback: 0.019000
Sum: 0.036000
It 21,Best ac:0.001740 1.000000 fi:0.118594. Ave ac:0.003228,0.005238
Initialization: 5.840000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.057000
Kernel 1: 0.024000
Kernel 2: 76.126999
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.001243 1.000000 fi:0.114889. Ave ac:0.002731,0.005801
Initialization: 5.853000
Memcpy Classifiers: 0.411000
Memcpy Instances: 10.745000
Kernel 1: 0.024000
Kernel 2: 76.855003
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001491 1.000000 fi:0.113323. Ave ac:0.003348,0.005778
Initialization: 6.862000
Memcpy Classifiers: 0.391000
Memcpy Instances: 10.420000
Kernel 1: 0.033000
Kernel 2: 76.549004
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.000746 1.000000 fi:0.119644. Ave ac:0.003284,0.006427
Initialization: 5.828000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.062000
Kernel 1: 0.024000
Kernel 2: 75.959999
Copyback: 0.016000
Sum: 0.024000
It 25,Best ac:0.000994 1.000000 fi:0.119295. Ave ac:0.003602,0.007362
Initialization: 5.837000
Memcpy Classifiers: 0.340000
Memcpy Instances: 11.063000
Kernel 1: 0.023000
Kernel 2: 75.071999
Copyback: 0.016000
Sum: 0.027000
It 26,Best ac:0.000994 1.000000 fi:0.114490. Ave ac:0.002887,0.006722
Initialization: 7.200000
Memcpy Classifiers: 0.593000
Memcpy Instances: 8.259000
Kernel 1: 0.023000
Kernel 2: 76.474998
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000746 1.000000 fi:0.115893. Ave ac:0.002899,0.005486
Initialization: 5.783000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.053000
Kernel 1: 0.024000
Kernel 2: 74.880997
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000746 1.000000 fi:0.114731. Ave ac:0.002730,0.007289
Initialization: 5.799000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.071000
Kernel 1: 0.023000
Kernel 2: 74.541000
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000746 1.000000 fi:0.113184. Ave ac:0.002183,0.004077
Initialization: 6.852000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.419000
Kernel 1: 0.024000
Kernel 2: 75.128998
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.000994 1.000000 fi:0.113549. Ave ac:0.003776,0.007080
Initialization: 5.842000
Memcpy Classifiers: 0.353000
Memcpy Instances: 10.964000
Kernel 1: 0.025000
Kernel 2: 74.478996
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000994 1.000000 fi:0.114793. Ave ac:0.003553,0.005658
Initialization: 5.782000
Memcpy Classifiers: 0.366000
Memcpy Instances: 11.233000
Kernel 1: 0.023000
Kernel 2: 74.039001
Copyback: 0.016000
Sum: 0.028000
It 32,Best ac:0.000994 1.000000 fi:0.115192. Ave ac:0.003413,0.009123
Initialization: 7.317000
Memcpy Classifiers: 0.340000
Memcpy Instances: 10.133000
Kernel 1: 0.023000
Kernel 2: 72.061996
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.000746 1.000000 fi:0.111599. Ave ac:0.003299,0.007193
Initialization: 29.181000
Memcpy Instances: 442.987000
Memcpy Classifiers: 0.072000
Kernel 1: 0.023000
Kernel 2: 481.375000
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 452.437012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 490.516998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 473.269012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 478.747009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.011000
Kernel 2: 476.678009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.011000
Kernel 2: 473.127014
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 459.612000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.011000
Kernel 2: 475.489014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 461.414001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.011000
Kernel 2: 152.656006
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001397 0.599147 fi:0.520241. Ave ac:0.003603,0.014053
Best acc 0.001397 0.599147
Rule:Att PSSM_-4_2 is [-6.979055,-1.020944]|Att PSSM_-4_17 is [-3.569721,3.364565]|Att PSSM_-3_13 is [-6.551889,6.762341]|Att PSSM_-2_12 is [-6.337536,-1.662464]|Att PSSM_-1_7 is [-5.955831,-2.044169]|Att PSSM_0_2 is [-5.970008,-2.029992]|Att PSSM_0_3 is [<8.216352]|Att PSSM_0_8 is [-5.152238,-0.074015]|Att PSSM_0_13 is [-0.193308,10.832335]|Att PSSM_0_14 is [<8.419643]|Att PSSM_0_16 is [<1.599118]|Att PSSM_1_7 is [-6.717082,-0.401444]|Att PSSM_1_8 is [<4.556320]|Att PSSM_1_13 is [-2.819105,3.292994]|1
Accuracy : 0.778957
0	1	
156545	7535	
44330	26228	
Removed 323 instances. 200875 Instances left. Acc of rule 0.001029-0.640867
Initialization: 5.825000
Memcpy Classifiers: 0.538000
Memcpy Instances: 8.035000
Kernel 1: 0.027000
Kernel 2: 98.509003
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005666 accuracy2:0.198801
Initialization: 5.671000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.035000
Kernel 1: 0.023000
Kernel 2: 98.987999
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.000747 1.000000 fi:0.099994. Ave ac:0.005806,0.010534
Initialization: 5.897000
Memcpy Classifiers: 0.495000
Memcpy Instances: 8.030000
Kernel 1: 0.024000
Kernel 2: 100.125000
Copyback: 0.016000
Sum: 0.028000
It 1,Best ac:0.001494 0.857143 fi:0.242511. Ave ac:0.004707,0.008046
Initialization: 5.829000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.069000
Kernel 1: 0.024000
Kernel 2: 100.305000
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.000996 1.000000 fi:0.099881. Ave ac:0.003736,0.006706
Initialization: 5.768000
Memcpy Classifiers: 0.499000
Memcpy Instances: 8.049000
Kernel 1: 0.023000
Kernel 2: 98.782997
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.001244 0.833333 fi:0.266435. Ave ac:0.004028,0.007527
Initialization: 5.806000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.074000
Kernel 1: 0.023000
Kernel 2: 98.759003
Copyback: 0.016000
Sum: 0.029000
It 4,Best ac:0.000747 1.000000 fi:0.099994. Ave ac:0.003203,0.006401
Initialization: 5.688000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.054000
Kernel 1: 0.023000
Kernel 2: 95.973999
Copyback: 0.016000
Sum: 0.033000
It 5,Best ac:0.000996 1.000000 fi:0.099881. Ave ac:0.002877,0.005125
Initialization: 5.746000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.071000
Kernel 1: 0.023000
Kernel 2: 94.997002
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.000996 1.000000 fi:0.099881. Ave ac:0.002761,0.003666
Initialization: 5.821000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.062000
Kernel 1: 0.023000
Kernel 2: 95.454002
Copyback: 0.016000
Sum: 0.029000
It 7,Best ac:0.000747 1.000000 fi:0.099994. Ave ac:0.003051,0.004435
Initialization: 5.792000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.052000
Kernel 1: 0.023000
Kernel 2: 95.992996
Copyback: 0.016000
Sum: 0.031000
It 8,Best ac:0.000996 1.000000 fi:0.099881. Ave ac:0.003274,0.005136
Initialization: 5.808000
Memcpy Classifiers: 0.495000
Memcpy Instances: 8.030000
Kernel 1: 0.024000
Kernel 2: 97.224998
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001494 1.000000 fi:0.099654. Ave ac:0.003160,0.006217
Iteration 10:MDL fitness activated
Error 0.099654 TL 0.030245
MDL Theory Length Weight: 1.0983015227 (1)
Initialization: 5.644000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.053000
Kernel 1: 0.024000
Kernel 2: 93.553001
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.000747 1.000000 fi:0.133022. Ave ac:0.002619,0.004619
Initialization: 5.797000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.049000
Kernel 1: 0.023000
Kernel 2: 93.616997
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001245 1.000000 fi:0.129775. Ave ac:0.002879,0.005676
Initialization: 5.818000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.070000
Kernel 1: 0.022000
Kernel 2: 92.467003
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000747 1.000000 fi:0.135299. Ave ac:0.002927,0.004588
Initialization: 5.728000
Memcpy Classifiers: 0.427000
Memcpy Instances: 8.035000
Kernel 1: 0.023000
Kernel 2: 88.556999
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.000996 1.000000 fi:0.130972. Ave ac:0.002242,0.003658
Initialization: 5.780000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.032000
Kernel 1: 0.023000
Kernel 2: 90.438004
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000747 1.000000 fi:0.142479. Ave ac:0.002578,0.004321
Initialization: 5.875000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.040000
Kernel 1: 0.024000
Kernel 2: 90.146004
Copyback: 0.016000
Sum: 0.031000
It 15,Best ac:0.000747 1.000000 fi:0.134953. Ave ac:0.002339,0.004235
Initialization: 5.745000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.056000
Kernel 1: 0.023000
Kernel 2: 93.363998
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000996 1.000000 fi:0.131059. Ave ac:0.003266,0.004793
Initialization: 5.779000
Memcpy Classifiers: 0.481000
Memcpy Instances: 8.068000
Kernel 1: 0.023000
Kernel 2: 88.442001
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.000747 1.000000 fi:0.135783. Ave ac:0.002594,0.003915
Initialization: 5.820000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.049000
Kernel 1: 0.023000
Kernel 2: 87.541000
Copyback: 0.016000
Sum: 0.028000
It 18,Best ac:0.001493 1.000000 fi:0.132241. Ave ac:0.002491,0.003555
Initialization: 5.815000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.032000
Kernel 1: 0.024000
Kernel 2: 87.122002
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001494 1.000000 fi:0.128563. Ave ac:0.002026,0.003198
Initialization: 5.654000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.054000
Kernel 1: 0.023000
Kernel 2: 86.492996
Copyback: 0.371000
Sum: 0.033000
It 20,Best ac:0.000747 1.000000 fi:0.122923. Ave ac:0.002261,0.003896
Initialization: 5.757000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.037000
Kernel 1: 0.024000
Kernel 2: 86.487000
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000996 1.000000 fi:0.134507. Ave ac:0.001787,0.002713
Initialization: 5.751000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.055000
Kernel 1: 0.024000
Kernel 2: 86.625999
Copyback: 0.016000
Sum: 0.031000
It 22,Best ac:0.000996 1.000000 fi:0.122810. Ave ac:0.001935,0.004477
Initialization: 5.867000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.043000
Kernel 1: 0.024000
Kernel 2: 86.754997
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000996 1.000000 fi:0.128526. Ave ac:0.002598,0.006519
Initialization: 5.770000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.049000
Kernel 1: 0.024000
Kernel 2: 85.317001
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.000747 1.000000 fi:0.129455. Ave ac:0.002334,0.004843
Initialization: 5.730000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.074000
Kernel 1: 0.023000
Kernel 2: 86.508003
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000747 1.000000 fi:0.113365. Ave ac:0.002490,0.004784
Initialization: 5.781000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.069000
Kernel 1: 0.023000
Kernel 2: 85.392998
Copyback: 0.016000
Sum: 0.032000
It 26,Best ac:0.000747 1.000000 fi:0.121561. Ave ac:0.002274,0.004770
Initialization: 5.783000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.037000
Kernel 1: 0.024000
Kernel 2: 85.934998
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.000747 1.000000 fi:0.128722. Ave ac:0.002658,0.005691
Initialization: 5.820000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.046000
Kernel 1: 0.024000
Kernel 2: 84.814003
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001742 1.000000 fi:0.122882. Ave ac:0.002626,0.005678
Initialization: 5.794000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.030000
Kernel 1: 0.023000
Kernel 2: 84.780998
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001245 1.000000 fi:0.123238. Ave ac:0.002605,0.005985
Initialization: 5.807000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.055000
Kernel 1: 0.024000
Kernel 2: 83.660004
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000747 1.000000 fi:0.123144. Ave ac:0.003396,0.007432
Initialization: 7.788000
Memcpy Classifiers: 0.681000
Memcpy Instances: 8.507000
Kernel 1: 0.024000
Kernel 2: 83.989998
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000747 1.000000 fi:0.121561. Ave ac:0.002736,0.004682
Initialization: 5.787000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.071000
Kernel 1: 0.023000
Kernel 2: 85.014000
Copyback: 0.016000
Sum: 0.030000
It 32,Best ac:0.000996 1.000000 fi:0.126484. Ave ac:0.002220,0.004191
Initialization: 5.775000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.068000
Kernel 1: 0.023000
Kernel 2: 83.892998
Copyback: 0.016000
Sum: 0.029000
It 33,Best ac:0.000747 1.000000 fi:0.124758. Ave ac:0.002232,0.005356
Initialization: 26.809999
Memcpy Instances: 391.023987
Memcpy Classifiers: 0.082000
Kernel 1: 0.028000
Kernel 2: 536.093018
Copyback: 0.014000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 545.862976
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 540.289978
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.011000
Kernel 2: 550.263000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 557.906982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 547.947998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 553.812988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.011000
Kernel 2: 543.473022
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 574.953003
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 578.013977
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000886 0.603390 fi:0.525186. Ave ac:0.002929,0.010968
Best acc 0.000886 0.603390
Initialization: 5.795000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.085000
Kernel 1: 0.025000
Kernel 2: 98.126999
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005219 accuracy2:0.223601
Initialization: 5.846000
Memcpy Classifiers: 0.497000
Memcpy Instances: 8.038000
Kernel 1: 0.023000
Kernel 2: 99.528000
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.000747 1.000000 fi:0.099994. Ave ac:0.005280,0.009490
Initialization: 5.777000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.051000
Kernel 1: 0.023000
Kernel 2: 99.396004
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000996 1.000000 fi:0.099881. Ave ac:0.005199,0.009670
Initialization: 5.803000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.038000
Kernel 1: 0.023000
Kernel 2: 97.224998
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001493 1.000000 fi:0.099655. Ave ac:0.004496,0.008857
Initialization: 5.746000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.083000
Kernel 1: 0.022000
Kernel 2: 95.931000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000996 1.000000 fi:0.099881. Ave ac:0.004128,0.007064
Initialization: 5.859000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.031000
Kernel 1: 0.024000
Kernel 2: 94.331001
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001743 1.000000 fi:0.099541. Ave ac:0.004527,0.009533
Initialization: 5.762000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.061000
Kernel 1: 0.025000
Kernel 2: 90.010002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001245 1.000000 fi:0.099767. Ave ac:0.004384,0.009837
Initialization: 5.775000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.061000
Kernel 1: 0.024000
Kernel 2: 89.434998
Copyback: 0.016000
Sum: 0.033000
It 6,Best ac:0.000747 1.000000 fi:0.099994. Ave ac:0.003936,0.010714
Initialization: 5.797000
Memcpy Classifiers: 0.495000
Memcpy Instances: 8.049000
Kernel 1: 0.023000
Kernel 2: 88.869003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001245 1.000000 fi:0.099767. Ave ac:0.005394,0.012169
Initialization: 5.766000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.077000
Kernel 1: 0.024000
Kernel 2: 87.530998
Copyback: 0.016000
Sum: 0.027000
It 8,Best ac:0.001245 0.833333 fi:0.266434. Ave ac:0.004945,0.010843
Initialization: 5.788000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.053000
Kernel 1: 0.024000
Kernel 2: 89.568001
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001244 0.833333 fi:0.266435. Ave ac:0.004658,0.009354
Iteration 10:MDL fitness activated
Error 0.266435 TL 0.043834
MDL Theory Length Weight: 2.0260777981 (6)
Initialization: 5.750000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.049000
Kernel 1: 0.023000
Kernel 2: 85.717003
Copyback: 0.016000
Sum: 0.031000
It 10,Best ac:0.001245 1.000000 fi:0.166494. Ave ac:0.005224,0.008940
Initialization: 5.765000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.071000
Kernel 1: 0.024000
Kernel 2: 87.375999
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.000996 1.000000 fi:0.150752. Ave ac:0.005915,0.011750
Initialization: 5.784000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.052000
Kernel 1: 0.024000
Kernel 2: 85.172997
Copyback: 0.016000
Sum: 0.028000
It 12,Best ac:0.000996 1.000000 fi:0.153837. Ave ac:0.003920,0.006753
Initialization: 5.996000
Memcpy Classifiers: 0.438000
Memcpy Instances: 8.152000
Kernel 1: 0.023000
Kernel 2: 85.886002
Copyback: 0.018000
Sum: 0.033000
It 13,Best ac:0.000747 1.000000 fi:0.163349. Ave ac:0.004073,0.009262
Initialization: 5.834000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.080000
Kernel 1: 0.024000
Kernel 2: 84.640999
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.000996 1.000000 fi:0.166607. Ave ac:0.004706,0.010166
Initialization: 5.801000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.040000
Kernel 1: 0.023000
Kernel 2: 83.650002
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.001244 1.000000 fi:0.158415. Ave ac:0.004867,0.011855
Initialization: 5.768000
Memcpy Classifiers: 0.464000
Memcpy Instances: 8.047000
Kernel 1: 0.023000
Kernel 2: 84.460999
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000996 1.000000 fi:0.152223. Ave ac:0.004253,0.008682
Initialization: 5.837000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.049000
Kernel 1: 0.023000
Kernel 2: 82.263000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.000996 1.000000 fi:0.163954. Ave ac:0.004202,0.010906
Initialization: 5.808000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.073000
Kernel 1: 0.023000
Kernel 2: 84.206001
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000747 1.000000 fi:0.158615. Ave ac:0.005037,0.010121
Initialization: 5.764000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.062000
Kernel 1: 0.024000
Kernel 2: 83.978996
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001245 1.000000 fi:0.150814. Ave ac:0.004301,0.007597
Initialization: 5.782000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.050000
Kernel 1: 0.024000
Kernel 2: 81.750999
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.001244 1.000000 fi:0.150814. Ave ac:0.004941,0.010092
MDL Theory Length Weight: 1.8234700183 (10)
Initialization: 5.787000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.041000
Kernel 1: 0.023000
Kernel 2: 83.038002
Copyback: 0.016000
Sum: 0.027000
It 21,Best ac:0.000747 1.000000 fi:0.144606. Ave ac:0.003959,0.007157
Initialization: 5.789000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.031000
Kernel 1: 0.023000
Kernel 2: 81.958000
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000747 1.000000 fi:0.142868. Ave ac:0.003655,0.006724
Initialization: 5.869000
Memcpy Classifiers: 0.378000
Memcpy Instances: 11.927000
Kernel 1: 0.023000
Kernel 2: 81.987000
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.000996 1.000000 fi:0.134948. Ave ac:0.003673,0.008726
Initialization: 5.786000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.127000
Kernel 1: 0.025000
Kernel 2: 80.799004
Copyback: 0.018000
Sum: 0.034000
It 24,Best ac:0.000996 1.000000 fi:0.140370. Ave ac:0.004100,0.006374
Initialization: 5.865000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.074000
Kernel 1: 0.023000
Kernel 2: 81.293999
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.000747 1.000000 fi:0.145116. Ave ac:0.003301,0.007060
Initialization: 7.687000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.423000
Kernel 1: 0.025000
Kernel 2: 81.282997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000747 1.000000 fi:0.150075. Ave ac:0.002832,0.005965
Initialization: 5.860000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.034000
Kernel 1: 0.023000
Kernel 2: 81.849998
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.000747 1.000000 fi:0.141187. Ave ac:0.003365,0.005989
Initialization: 7.005000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.071000
Kernel 1: 0.029000
Kernel 2: 80.913002
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000996 1.000000 fi:0.150223. Ave ac:0.002724,0.004848
Initialization: 8.249000
Memcpy Classifiers: 0.615000
Memcpy Instances: 12.214000
Kernel 1: 0.024000
Kernel 2: 81.775002
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.000996 1.000000 fi:0.134882. Ave ac:0.002453,0.003754
Initialization: 5.767000
Memcpy Classifiers: 0.368000
Memcpy Instances: 8.645000
Kernel 1: 0.031000
Kernel 2: 83.146004
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000996 1.000000 fi:0.150223. Ave ac:0.002813,0.004887
Initialization: 5.717000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.056000
Kernel 1: 0.024000
Kernel 2: 82.148003
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.000747 1.000000 fi:0.152776. Ave ac:0.002408,0.004719
Initialization: 5.777000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.076000
Kernel 1: 0.024000
Kernel 2: 79.119003
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000747 1.000000 fi:0.133749. Ave ac:0.003412,0.006831
Initialization: 7.416000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.061000
Kernel 1: 0.023000
Kernel 2: 78.753998
Copyback: 0.016000
Sum: 0.028000
It 33,Best ac:0.000747 1.000000 fi:0.152561. Ave ac:0.002364,0.004748
Initialization: 26.976000
Memcpy Instances: 429.509003
Memcpy Classifiers: 0.071000
Kernel 1: 0.026000
Kernel 2: 520.453979
Copyback: 0.369000
Sum: 0.016000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 555.346985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 518.083008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 533.601013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 531.182007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 531.440979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 523.408997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 509.766998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 524.463013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 516.905029
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.000926 0.628378 fi:0.506601. Ave ac:0.003235,0.010743
Best acc 0.000926 0.628378
Rule:Att PSSM_-1_16 is [-4.992844,-0.673106]|Att PSSM_-1_17 is [-2.688559,7.688330]|Att PSSM_0_12 is [-5.963198,-3.170217]|Att PSSM_0_20 is [1.510680,6.489320]|Att PSSM_4_5 is [-2.954022,9.510810]|Att PSSM_4_7 is [<-2.994033]|1
Accuracy : 0.779281
0	1	
156435	7645	
44144	26414	
Removed 296 instances. 200579 Instances left. Acc of rule 0.000926-0.628378
Initialization: 5.984000
Memcpy Classifiers: 0.682000
Memcpy Instances: 8.050000
Kernel 1: 0.026000
Kernel 2: 98.264000
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005460 accuracy2:0.208102
Initialization: 5.774000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.030000
Kernel 1: 0.024000
Kernel 2: 98.761002
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.000997 0.800000 fi:0.299879. Ave ac:0.006247,0.011318
Initialization: 5.789000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.026000
Kernel 1: 0.024000
Kernel 2: 96.336998
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.000748 1.000000 fi:0.099993. Ave ac:0.005564,0.010204
Initialization: 5.735000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.032000
Kernel 1: 0.024000
Kernel 2: 93.477997
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000748 1.000000 fi:0.099993. Ave ac:0.004935,0.009139
Initialization: 5.823000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.017000
Kernel 1: 0.024000
Kernel 2: 94.860001
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000748 0.750000 fi:0.349993. Ave ac:0.005392,0.009980
Initialization: 5.778000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.039000
Kernel 1: 0.024000
Kernel 2: 95.422997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000748 1.000000 fi:0.099992. Ave ac:0.005977,0.009154
Initialization: 5.802000
Memcpy Classifiers: 0.515000
Memcpy Instances: 8.055000
Kernel 1: 0.024000
Kernel 2: 94.865997
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.000997 1.000000 fi:0.099879. Ave ac:0.006291,0.010247
Initialization: 5.837000
Memcpy Classifiers: 0.499000
Memcpy Instances: 8.026000
Kernel 1: 0.023000
Kernel 2: 97.836998
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.000748 1.000000 fi:0.099992. Ave ac:0.004123,0.006623
Initialization: 5.739000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.067000
Kernel 1: 0.023000
Kernel 2: 98.665001
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.001496 0.857143 fi:0.242508. Ave ac:0.004328,0.007237
Initialization: 5.800000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.035000
Kernel 1: 0.024000
Kernel 2: 95.641998
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.000997 1.000000 fi:0.099879. Ave ac:0.003563,0.005072
Initialization: 5.774000
Memcpy Classifiers: 0.518000
Memcpy Instances: 8.048000
Kernel 1: 0.023000
Kernel 2: 94.869003
Copyback: 0.017000
Sum: 0.026000
It 9,Best ac:0.000997 1.000000 fi:0.099879. Ave ac:0.003676,0.005554
Iteration 10:MDL fitness activated
Error 0.099879 TL 0.042438
MDL Theory Length Weight: 0.7845043868 (5)
Initialization: 5.907000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.022000
Kernel 1: 0.023000
Kernel 2: 93.781998
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.000997 1.000000 fi:0.125808. Ave ac:0.003000,0.004389
Initialization: 7.083000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.213000
Kernel 1: 0.032000
Kernel 2: 94.686996
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000748 1.000000 fi:0.131121. Ave ac:0.003108,0.004687
Initialization: 6.589000
Memcpy Classifiers: 0.558000
Memcpy Instances: 9.088000
Kernel 1: 0.024000
Kernel 2: 94.978996
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000997 1.000000 fi:0.130529. Ave ac:0.002878,0.004812
Initialization: 5.939000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.961000
Kernel 1: 0.025000
Kernel 2: 94.459000
Copyback: 0.018000
Sum: 0.037000
It 13,Best ac:0.001496 1.000000 fi:0.126569. Ave ac:0.002910,0.006052
Initialization: 6.338000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.920000
Kernel 1: 0.032000
Kernel 2: 96.403000
Copyback: 0.018000
Sum: 0.038000
It 14,Best ac:0.001246 1.000000 fi:0.129576. Ave ac:0.002845,0.004776
Initialization: 7.055000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.062000
Kernel 1: 0.023000
Kernel 2: 95.343002
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.001246 1.000000 fi:0.124088. Ave ac:0.003244,0.004695
Initialization: 7.512000
Memcpy Classifiers: 0.513000
Memcpy Instances: 8.065000
Kernel 1: 0.023000
Kernel 2: 96.050003
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.000748 1.000000 fi:0.131416. Ave ac:0.002668,0.004281
Initialization: 6.889000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.494000
Kernel 1: 0.026000
Kernel 2: 95.794998
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.000748 1.000000 fi:0.132307. Ave ac:0.002599,0.004058
Initialization: 6.198000
Memcpy Classifiers: 0.903000
Memcpy Instances: 9.085000
Kernel 1: 0.023000
Kernel 2: 96.398003
Copyback: 0.021000
Sum: 0.034000
It 18,Best ac:0.000748 1.000000 fi:0.132743. Ave ac:0.002446,0.004011
Initialization: 6.992000
Memcpy Classifiers: 0.872000
Memcpy Instances: 8.377000
Kernel 1: 0.023000
Kernel 2: 96.532997
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001496 1.000000 fi:0.132812. Ave ac:0.002945,0.005016
Initialization: 8.190000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.266000
Kernel 1: 0.031000
Kernel 2: 94.751999
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.001496 1.000000 fi:0.122300. Ave ac:0.002815,0.004470
Initialization: 5.850000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.038000
Kernel 1: 0.024000
Kernel 2: 93.027000
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000748 1.000000 fi:0.123331. Ave ac:0.002825,0.004091
Initialization: 6.611000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.074000
Kernel 1: 0.024000
Kernel 2: 91.589996
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000997 1.000000 fi:0.119077. Ave ac:0.002148,0.003025
Initialization: 8.692000
Memcpy Classifiers: 0.700000
Memcpy Instances: 10.324000
Kernel 1: 0.024000
Kernel 2: 90.027000
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.000997 1.000000 fi:0.120413. Ave ac:0.002393,0.003633
Initialization: 8.236000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.492000
Kernel 1: 0.024000
Kernel 2: 88.419998
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.002244 1.000000 fi:0.119968. Ave ac:0.002956,0.005497
Initialization: 5.762000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.019000
Kernel 1: 0.024000
Kernel 2: 86.664001
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001994 1.000000 fi:0.119815. Ave ac:0.002462,0.004589
Initialization: 5.768000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.068000
Kernel 1: 0.024000
Kernel 2: 88.089996
Copyback: 0.018000
Sum: 0.041000
It 26,Best ac:0.000997 1.000000 fi:0.131655. Ave ac:0.002475,0.004225
Initialization: 6.571000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.222000
Kernel 1: 0.023000
Kernel 2: 87.681000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000997 1.000000 fi:0.126152. Ave ac:0.003174,0.007459
Initialization: 5.777000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.082000
Kernel 1: 0.023000
Kernel 2: 84.981003
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001496 1.000000 fi:0.125368. Ave ac:0.002005,0.003232
Initialization: 5.841000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.045000
Kernel 1: 0.024000
Kernel 2: 87.457001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000997 1.000000 fi:0.127750. Ave ac:0.002385,0.004050
Initialization: 5.792000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.040000
Kernel 1: 0.024000
Kernel 2: 84.428001
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001496 1.000000 fi:0.118338. Ave ac:0.002426,0.003004
Initialization: 6.205000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.054000
Kernel 1: 0.023000
Kernel 2: 86.933998
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000748 1.000000 fi:0.118679. Ave ac:0.002052,0.003047
Initialization: 5.798000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.215000
Kernel 1: 0.033000
Kernel 2: 85.713997
Copyback: 0.016000
Sum: 0.028000
It 32,Best ac:0.000748 1.000000 fi:0.119143. Ave ac:0.002052,0.005613
Initialization: 5.751000
Memcpy Classifiers: 0.423000
Memcpy Instances: 8.035000
Kernel 1: 0.023000
Kernel 2: 86.332001
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.000748 1.000000 fi:0.124475. Ave ac:0.002636,0.007809
Initialization: 26.861000
Memcpy Instances: 390.670013
Memcpy Classifiers: 0.081000
Kernel 1: 0.032000
Kernel 2: 561.750000
Copyback: 0.014000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 586.827026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 592.515991
Copyback: 0.364000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 576.231995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.011000
Kernel 2: 573.802002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 583.711975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 585.458984
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 574.690002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 577.135010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 563.676025
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000798 0.608365 fi:0.523028. Ave ac:0.002256,0.007552
Best acc 0.000798 0.608365
Initialization: 5.857000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.023000
Kernel 1: 0.026000
Kernel 2: 97.948997
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005105 accuracy2:0.213168
Initialization: 5.806000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.044000
Kernel 1: 0.023000
Kernel 2: 96.925003
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.000499 1.000000 fi:0.387001. Ave ac:0.005705,0.009926
Initialization: 5.750000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.034000
Kernel 1: 0.023000
Kernel 2: 97.177002
Copyback: 0.016000
Sum: 0.026000
It 1,Best ac:0.001994 0.888889 fi:0.210536. Ave ac:0.005107,0.008686
Initialization: 5.756000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.068000
Kernel 1: 0.023000
Kernel 2: 98.513000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001246 0.833333 fi:0.266432. Ave ac:0.004614,0.007313
Initialization: 5.807000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.063000
Kernel 1: 0.024000
Kernel 2: 99.176003
Copyback: 0.016000
Sum: 0.030000
It 3,Best ac:0.000748 1.000000 fi:0.099993. Ave ac:0.004370,0.007307
Initialization: 5.817000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.054000
Kernel 1: 0.024000
Kernel 2: 99.789001
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001496 1.000000 fi:0.099652. Ave ac:0.004139,0.005784
Initialization: 5.757000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.035000
Kernel 1: 0.024000
Kernel 2: 97.369003
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001995 1.000000 fi:0.099425. Ave ac:0.003356,0.005125
Initialization: 5.755000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.068000
Kernel 1: 0.023000
Kernel 2: 99.094002
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.001995 1.000000 fi:0.099425. Ave ac:0.003069,0.005337
Initialization: 5.743000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.062000
Kernel 1: 0.024000
Kernel 2: 98.432999
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000997 1.000000 fi:0.099879. Ave ac:0.003807,0.008221
Initialization: 5.805000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.038000
Kernel 1: 0.024000
Kernel 2: 102.606003
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.000997 1.000000 fi:0.099879. Ave ac:0.003413,0.005154
Initialization: 5.820000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.035000
Kernel 1: 0.024000
Kernel 2: 98.123001
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.000997 1.000000 fi:0.099879. Ave ac:0.002460,0.003403
Iteration 10:MDL fitness activated
Error 0.099879 TL 0.043209
MDL Theory Length Weight: 0.7705110586 (5)
Initialization: 5.918000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.039000
Kernel 1: 0.023000
Kernel 2: 98.158997
Copyback: 0.016000
Sum: 0.034000
It 10,Best ac:0.000748 1.000000 fi:0.130392. Ave ac:0.002805,0.003501
Initialization: 5.777000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.039000
Kernel 1: 0.024000
Kernel 2: 96.332001
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001247 1.000000 fi:0.131025. Ave ac:0.003068,0.004470
Initialization: 5.722000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.040000
Kernel 1: 0.024000
Kernel 2: 100.248001
Copyback: 0.016000
Sum: 0.030000
It 12,Best ac:0.000748 1.000000 fi:0.133311. Ave ac:0.002333,0.003424
Initialization: 5.716000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.069000
Kernel 1: 0.022000
Kernel 2: 99.314003
Copyback: 0.371000
Sum: 0.029000
It 13,Best ac:0.000748 1.000000 fi:0.129048. Ave ac:0.002888,0.004152
Initialization: 5.887000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.033000
Kernel 1: 0.024000
Kernel 2: 98.963997
Copyback: 0.016000
Sum: 0.029000
It 14,Best ac:0.000748 1.000000 fi:0.129548. Ave ac:0.002441,0.003546
Initialization: 5.802000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.047000
Kernel 1: 0.024000
Kernel 2: 96.833000
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.000748 1.000000 fi:0.123171. Ave ac:0.002778,0.004117
Initialization: 5.790000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.024000
Kernel 1: 0.023000
Kernel 2: 98.397003
Copyback: 0.016000
Sum: 0.027000
It 16,Best ac:0.001247 1.000000 fi:0.130074. Ave ac:0.002709,0.003564
Initialization: 5.923000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.033000
Kernel 1: 0.024000
Kernel 2: 96.008003
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001246 1.000000 fi:0.131431. Ave ac:0.002341,0.003083
Initialization: 5.751000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.026000
Kernel 1: 0.023000
Kernel 2: 96.713997
Copyback: 0.016000
Sum: 0.032000
It 18,Best ac:0.000748 1.000000 fi:0.131160. Ave ac:0.002952,0.004175
Initialization: 5.778000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.020000
Kernel 1: 0.024000
Kernel 2: 94.614998
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.000997 1.000000 fi:0.128935. Ave ac:0.002128,0.003036
Initialization: 5.740000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.035000
Kernel 1: 0.023000
Kernel 2: 94.443001
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.000748 1.000000 fi:0.126305. Ave ac:0.002470,0.003595
Initialization: 5.803000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.051000
Kernel 1: 0.023000
Kernel 2: 94.528000
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.000997 1.000000 fi:0.122771. Ave ac:0.002309,0.003405
Initialization: 5.738000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.043000
Kernel 1: 0.023000
Kernel 2: 94.544998
Copyback: 0.017000
Sum: 0.039000
It 22,Best ac:0.000997 1.000000 fi:0.127086. Ave ac:0.002314,0.003024
Initialization: 5.784000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.067000
Kernel 1: 0.024000
Kernel 2: 93.862999
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.000748 1.000000 fi:0.123170. Ave ac:0.002388,0.003295
Initialization: 5.781000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.019000
Kernel 1: 0.023000
Kernel 2: 91.070999
Copyback: 0.016000
Sum: 0.034000
It 24,Best ac:0.000748 1.000000 fi:0.123951. Ave ac:0.001974,0.002830
Initialization: 5.766000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.048000
Kernel 1: 0.023000
Kernel 2: 91.024002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.000997 1.000000 fi:0.125542. Ave ac:0.001614,0.002813
Initialization: 5.765000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.042000
Kernel 1: 0.023000
Kernel 2: 87.747002
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000748 1.000000 fi:0.123651. Ave ac:0.001854,0.002456
Initialization: 5.717000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.059000
Kernel 1: 0.023000
Kernel 2: 87.181999
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.000997 1.000000 fi:0.123886. Ave ac:0.001672,0.002391
Initialization: 5.747000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.040000
Kernel 1: 0.023000
Kernel 2: 87.263000
Copyback: 0.016000
Sum: 0.026000
It 28,Best ac:0.001994 1.000000 fi:0.125059. Ave ac:0.002316,0.003005
Initialization: 5.761000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.051000
Kernel 1: 0.023000
Kernel 2: 88.031998
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.000748 1.000000 fi:0.122006. Ave ac:0.002257,0.002941
Initialization: 5.826000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.031000
Kernel 1: 0.024000
Kernel 2: 88.981003
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000997 1.000000 fi:0.117799. Ave ac:0.002090,0.002645
Initialization: 5.738000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.049000
Kernel 1: 0.029000
Kernel 2: 87.685997
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.000997 1.000000 fi:0.123256. Ave ac:0.002433,0.002778
Initialization: 5.777000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.054000
Kernel 1: 0.023000
Kernel 2: 86.158997
Copyback: 0.016000
Sum: 0.034000
It 32,Best ac:0.000748 1.000000 fi:0.121185. Ave ac:0.001475,0.002145
Initialization: 5.762000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.037000
Kernel 1: 0.023000
Kernel 2: 87.285004
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.001247 1.000000 fi:0.125856. Ave ac:0.002155,0.002762
Initialization: 26.823000
Memcpy Instances: 390.545013
Memcpy Classifiers: 0.080000
Kernel 1: 0.025000
Kernel 2: 600.190979
Copyback: 0.014000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.011000
Kernel 2: 583.776001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 605.734009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 583.703003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 588.481995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 585.403015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 611.690002
Copyback: 0.366000
Sum: 0.004000
Memcpy Classifiers: 0.079000
Kernel 1: 0.016000
Kernel 2: 587.833008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 581.794983
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.011000
Kernel 2: 582.658997
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.001092 0.671779 fi:0.453691. Ave ac:0.002412,0.007576
Best acc 0.001092 0.671779
Rule:Att PSSM_-4_10 is [-4.016384,4.016384]|Att PSSM_-2_17 is [-1.035752,3.253029]|Att PSSM_-1_7 is [<-1.785426]|Att PSSM_-1_20 is [-2.851910,6.851910]|Att PSSM_0_6 is [<-1.489468]|Att PSSM_0_10 is [-4.912004,4.347676]|Att PSSM_0_12 is [<-2.054721]|Att PSSM_1_4 is [<-3.722053]|Att PSSM_1_7 is [<1.088086]|Att PSSM_1_14 is [-6.205679,4.808622]|Att PSSM_2_16 is [-4.777502,-0.323906]|1
Accuracy : 0.779759
0	1	
156328	7752	
43925	26633	
Removed 326 instances. 200253 Instances left. Acc of rule 0.001092-0.671779
Initialization: 5.745000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.032000
Kernel 1: 0.025000
Kernel 2: 98.160004
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004291 accuracy2:0.201757
Initialization: 5.847000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.029000
Kernel 1: 0.024000
Kernel 2: 96.836998
Copyback: 0.016000
Sum: 0.045000
It 0,Best ac:0.000500 1.000000 fi:0.383510. Ave ac:0.004917,0.008810
Initialization: 5.869000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.041000
Kernel 1: 0.023000
Kernel 2: 96.004997
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.000749 1.000000 fi:0.099991. Ave ac:0.004183,0.007506
Initialization: 5.750000
Memcpy Classifiers: 0.504000
Memcpy Instances: 10.098000
Kernel 1: 0.023000
Kernel 2: 95.424004
Copyback: 0.018000
Sum: 0.035000
It 2,Best ac:0.000999 0.800000 fi:0.299877. Ave ac:0.004071,0.008587
Initialization: 7.192000
Memcpy Classifiers: 0.848000
Memcpy Instances: 8.156000
Kernel 1: 0.024000
Kernel 2: 95.589996
Copyback: 0.018000
Sum: 0.036000
It 3,Best ac:0.000999 1.000000 fi:0.099877. Ave ac:0.004095,0.006518
Initialization: 5.825000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.882000
Kernel 1: 0.023000
Kernel 2: 94.820999
Copyback: 0.019000
Sum: 0.042000
It 4,Best ac:0.000749 1.000000 fi:0.099991. Ave ac:0.002849,0.005345
Initialization: 6.085000
Memcpy Classifiers: 0.839000
Memcpy Instances: 12.234000
Kernel 1: 0.025000
Kernel 2: 96.290001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001747 0.875000 fi:0.224535. Ave ac:0.003190,0.006100
Initialization: 6.220000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.547000
Kernel 1: 0.026000
Kernel 2: 96.324997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.000749 1.000000 fi:0.099991. Ave ac:0.003051,0.004719
Initialization: 6.703000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.061000
Kernel 1: 0.024000
Kernel 2: 96.902000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.000999 1.000000 fi:0.099877. Ave ac:0.003227,0.005998
Initialization: 7.144000
Memcpy Classifiers: 0.652000
Memcpy Instances: 11.545000
Kernel 1: 0.026000
Kernel 2: 95.250999
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001248 1.000000 fi:0.099763. Ave ac:0.003283,0.005588
Initialization: 7.234000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.851000
Kernel 1: 0.023000
Kernel 2: 95.161003
Copyback: 0.018000
Sum: 0.037000
It 9,Best ac:0.000999 1.000000 fi:0.099877. Ave ac:0.002779,0.004828
Iteration 10:MDL fitness activated
Error 0.099877 TL 0.042851
MDL Theory Length Weight: 0.7769296615 (2)
Initialization: 6.035000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.578000
Kernel 1: 0.028000
Kernel 2: 93.139999
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000749 1.000000 fi:0.116189. Ave ac:0.002610,0.004835
Initialization: 7.315000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.044000
Kernel 1: 0.024000
Kernel 2: 93.208000
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.000749 1.000000 fi:0.115981. Ave ac:0.002893,0.004691
Initialization: 7.516000
Memcpy Classifiers: 0.655000
Memcpy Instances: 11.397000
Kernel 1: 0.027000
Kernel 2: 91.321999
Copyback: 0.018000
Sum: 0.042000
It 12,Best ac:0.000749 1.000000 fi:0.134311. Ave ac:0.002808,0.004862
Initialization: 8.259000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.936000
Kernel 1: 0.024000
Kernel 2: 93.365997
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.000749 1.000000 fi:0.118322. Ave ac:0.003541,0.004808
Initialization: 8.251000
Memcpy Classifiers: 0.745000
Memcpy Instances: 11.887000
Kernel 1: 0.027000
Kernel 2: 93.025002
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.000999 1.000000 fi:0.119803. Ave ac:0.002940,0.004233
Initialization: 6.320000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.592000
Kernel 1: 0.032000
Kernel 2: 90.859001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.000999 1.000000 fi:0.119374. Ave ac:0.002815,0.004231
Initialization: 5.911000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.048000
Kernel 1: 0.024000
Kernel 2: 89.389999
Copyback: 0.370000
Sum: 0.042000
It 16,Best ac:0.000749 1.000000 fi:0.114972. Ave ac:0.002756,0.004129
Initialization: 6.807000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.436000
Kernel 1: 0.022000
Kernel 2: 90.983002
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.000749 1.000000 fi:0.122550. Ave ac:0.002473,0.003726
Initialization: 5.870000
Memcpy Classifiers: 0.517000
Memcpy Instances: 12.336000
Kernel 1: 0.026000
Kernel 2: 90.117996
Copyback: 0.018000
Sum: 0.040000
It 18,Best ac:0.001498 1.000000 fi:0.122346. Ave ac:0.002936,0.004902
Initialization: 7.466000
Memcpy Classifiers: 0.646000
Memcpy Instances: 9.260000
Kernel 1: 0.031000
Kernel 2: 88.978996
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000749 1.000000 fi:0.117519. Ave ac:0.002452,0.003782
Initialization: 8.112000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.019000
Kernel 1: 0.024000
Kernel 2: 86.492996
Copyback: 0.018000
Sum: 0.041000
It 20,Best ac:0.000999 1.000000 fi:0.116730. Ave ac:0.002465,0.004408
Initialization: 7.278000
Memcpy Classifiers: 0.361000
Memcpy Instances: 11.256000
Kernel 1: 0.026000
Kernel 2: 86.330002
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000749 1.000000 fi:0.119375. Ave ac:0.002104,0.003328
Initialization: 6.992000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.077000
Kernel 1: 0.022000
Kernel 2: 87.193001
Copyback: 0.018000
Sum: 0.040000
It 22,Best ac:0.000999 1.000000 fi:0.116640. Ave ac:0.002311,0.004492
Initialization: 5.808000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.952000
Kernel 1: 0.023000
Kernel 2: 88.240997
Copyback: 0.018000
Sum: 0.036000
It 23,Best ac:0.000749 1.000000 fi:0.135260. Ave ac:0.002578,0.004738
Initialization: 6.041000
Memcpy Classifiers: 0.380000
Memcpy Instances: 12.091000
Kernel 1: 0.026000
Kernel 2: 87.832001
Copyback: 0.018000
Sum: 0.043000
It 24,Best ac:0.000749 1.000000 fi:0.119155. Ave ac:0.003563,0.006175
Initialization: 5.809000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.002000
Kernel 1: 0.023000
Kernel 2: 88.422997
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.001248 1.000000 fi:0.114744. Ave ac:0.002855,0.005215
Initialization: 5.814000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.027000
Kernel 1: 0.024000
Kernel 2: 85.927002
Copyback: 0.016000
Sum: 0.027000
It 26,Best ac:0.000749 1.000000 fi:0.119155. Ave ac:0.002553,0.004679
Initialization: 5.714000
Memcpy Classifiers: 0.423000
Memcpy Instances: 8.036000
Kernel 1: 0.024000
Kernel 2: 85.744003
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000749 1.000000 fi:0.115981. Ave ac:0.002930,0.004835
Initialization: 5.716000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.057000
Kernel 1: 0.024000
Kernel 2: 85.509003
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001248 1.000000 fi:0.117290. Ave ac:0.002357,0.005270
Initialization: 5.765000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.019000
Kernel 1: 0.023000
Kernel 2: 88.148003
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.000749 1.000000 fi:0.121846. Ave ac:0.002645,0.004405
Initialization: 5.750000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.033000
Kernel 1: 0.024000
Kernel 2: 88.681999
Copyback: 0.016000
Sum: 0.026000
It 30,Best ac:0.000749 1.000000 fi:0.122398. Ave ac:0.002592,0.003688
Initialization: 5.668000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.028000
Kernel 1: 0.023000
Kernel 2: 87.500999
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000749 1.000000 fi:0.115981. Ave ac:0.002282,0.004401
Initialization: 5.764000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.018000
Kernel 1: 0.023000
Kernel 2: 86.739998
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.000999 1.000000 fi:0.116153. Ave ac:0.002089,0.003567
Initialization: 5.804000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.041000
Kernel 1: 0.023000
Kernel 2: 86.083000
Copyback: 0.016000
Sum: 0.026000
It 33,Best ac:0.001248 1.000000 fi:0.113125. Ave ac:0.002172,0.003651
Initialization: 26.742001
Memcpy Instances: 391.097992
Memcpy Classifiers: 0.079000
Kernel 1: 0.026000
Kernel 2: 588.317017
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 547.291992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 578.870972
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 545.257019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 593.767029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 545.583008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.011000
Kernel 2: 553.567017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 561.893005
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 564.210999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 587.856995
Copyback: 0.016000
Sum: 0.003000
It 34,Best ac:0.000834 0.634981 fi:0.484135. Ave ac:0.001853,0.006033
Best acc 0.000834 0.634981
Initialization: 6.069000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.096000
Kernel 1: 0.025000
Kernel 2: 97.553001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005689 accuracy2:0.207754
Initialization: 5.807000
Memcpy Classifiers: 0.504000
Memcpy Instances: 10.288000
Kernel 1: 0.023000
Kernel 2: 97.440002
Copyback: 0.018000
Sum: 0.064000
It 0,Best ac:0.000749 1.000000 fi:0.099991. Ave ac:0.006335,0.012186
Initialization: 7.185000
Memcpy Classifiers: 0.518000
Memcpy Instances: 9.352000
Kernel 1: 0.031000
Kernel 2: 96.452003
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.001498 0.857143 fi:0.242505. Ave ac:0.005983,0.009610
Initialization: 7.229000
Memcpy Classifiers: 0.903000
Memcpy Instances: 10.009000
Kernel 1: 0.023000
Kernel 2: 95.044998
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.000749 1.000000 fi:0.099991. Ave ac:0.005249,0.008503
Initialization: 6.228000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.077000
Kernel 1: 0.023000
Kernel 2: 94.716003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000749 1.000000 fi:0.099991. Ave ac:0.004917,0.008364
Initialization: 7.785000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.051000
Kernel 1: 0.024000
Kernel 2: 95.686996
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000749 1.000000 fi:0.099991. Ave ac:0.005472,0.008938
Initialization: 5.795000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.017000
Kernel 1: 0.023000
Kernel 2: 95.379997
Copyback: 0.018000
Sum: 0.045000
It 5,Best ac:0.001248 1.000000 fi:0.099763. Ave ac:0.004648,0.008608
Initialization: 5.737000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.028000
Kernel 1: 0.023000
Kernel 2: 95.046997
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.000999 1.000000 fi:0.099877. Ave ac:0.005305,0.010957
Initialization: 5.735000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.055000
Kernel 1: 0.024000
Kernel 2: 94.516998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000999 1.000000 fi:0.099877. Ave ac:0.004518,0.008742
Initialization: 5.813000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.019000
Kernel 1: 0.024000
Kernel 2: 94.130997
Copyback: 0.016000
Sum: 0.030000
It 8,Best ac:0.001498 1.000000 fi:0.099648. Ave ac:0.004342,0.009804
Initialization: 5.789000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.034000
Kernel 1: 0.023000
Kernel 2: 92.585999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.000999 1.000000 fi:0.099877. Ave ac:0.003736,0.008159
Iteration 10:MDL fitness activated
Error 0.099877 TL 0.048695
MDL Theory Length Weight: 0.6836913053 (2)
Initialization: 5.725000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.029000
Kernel 1: 0.024000
Kernel 2: 92.731003
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000749 1.000000 fi:0.119797. Ave ac:0.004707,0.008574
Initialization: 5.773000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.011000
Kernel 1: 0.024000
Kernel 2: 92.629997
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.000749 1.000000 fi:0.119475. Ave ac:0.005154,0.009016
Initialization: 5.614000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.043000
Kernel 1: 0.023000
Kernel 2: 90.037003
Copyback: 0.016000
Sum: 0.028000
It 12,Best ac:0.000749 1.000000 fi:0.119475. Ave ac:0.005001,0.008824
Initialization: 5.764000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.065000
Kernel 1: 0.023000
Kernel 2: 89.802002
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.000749 1.000000 fi:0.116622. Ave ac:0.004317,0.008442
Initialization: 5.764000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.026000
Kernel 1: 0.023000
Kernel 2: 86.315002
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001498 0.857143 fi:0.268348. Ave ac:0.004624,0.010737
Initialization: 5.723000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.025000
Kernel 1: 0.023000
Kernel 2: 86.352997
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.000749 1.000000 fi:0.112721. Ave ac:0.003415,0.007100
Initialization: 5.838000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.023000
Kernel 1: 0.023000
Kernel 2: 85.947998
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.000749 1.000000 fi:0.119475. Ave ac:0.003452,0.006119
Initialization: 5.711000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.022000
Kernel 1: 0.024000
Kernel 2: 86.254997
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.000749 1.000000 fi:0.119117. Ave ac:0.003107,0.005315
Initialization: 5.876000
Memcpy Classifiers: 0.470000
Memcpy Instances: 11.188000
Kernel 1: 0.023000
Kernel 2: 83.098000
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001248 1.000000 fi:0.130105. Ave ac:0.002851,0.004528
Initialization: 5.947000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.018000
Kernel 1: 0.023000
Kernel 2: 85.209999
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.000749 1.000000 fi:0.116623. Ave ac:0.003878,0.006551
Initialization: 5.806000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.047000
Kernel 1: 0.023000
Kernel 2: 90.000999
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001748 1.000000 fi:0.120608. Ave ac:0.002804,0.003967
Initialization: 6.767000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.763000
Kernel 1: 0.024000
Kernel 2: 90.878998
Copyback: 0.018000
Sum: 0.034000
It 21,Best ac:0.000999 1.000000 fi:0.116807. Ave ac:0.002948,0.004619
Initialization: 5.818000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.010000
Kernel 1: 0.024000
Kernel 2: 92.400002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.002247 1.000000 fi:0.117812. Ave ac:0.002449,0.004480
Initialization: 8.225000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.047000
Kernel 1: 0.024000
Kernel 2: 87.125999
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.001248 1.000000 fi:0.113145. Ave ac:0.002086,0.004655
Initialization: 5.803000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.019000
Kernel 1: 0.024000
Kernel 2: 87.811996
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000749 1.000000 fi:0.116911. Ave ac:0.002034,0.002578
MDL Theory Length Weight: 0.6153221747 (10)
Initialization: 5.793000
Memcpy Classifiers: 0.414000
Memcpy Instances: 10.299000
Kernel 1: 0.023000
Kernel 2: 89.096001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001748 1.000000 fi:0.112150. Ave ac:0.002178,0.002901
Initialization: 7.657000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.819000
Kernel 1: 0.033000
Kernel 2: 85.009003
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000749 1.000000 fi:0.114103. Ave ac:0.002377,0.004174
Initialization: 5.728000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.022000
Kernel 1: 0.023000
Kernel 2: 87.527000
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.001498 1.000000 fi:0.112750. Ave ac:0.002117,0.002773
Initialization: 5.689000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.004000
Kernel 1: 0.023000
Kernel 2: 84.170998
Copyback: 0.018000
Sum: 0.039000
It 28,Best ac:0.000749 1.000000 fi:0.116247. Ave ac:0.001884,0.003141
Initialization: 6.778000
Memcpy Classifiers: 0.443000
Memcpy Instances: 10.453000
Kernel 1: 0.032000
Kernel 2: 85.127998
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.001748 1.000000 fi:0.119022. Ave ac:0.001828,0.002842
Initialization: 5.785000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.061000
Kernel 1: 0.032000
Kernel 2: 82.901001
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000999 1.000000 fi:0.114220. Ave ac:0.002518,0.004361
Initialization: 5.787000
Memcpy Classifiers: 0.611000
Memcpy Instances: 12.995000
Kernel 1: 0.025000
Kernel 2: 83.274002
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000999 1.000000 fi:0.113813. Ave ac:0.002124,0.002878
Initialization: 8.246000
Memcpy Classifiers: 0.597000
Memcpy Instances: 10.411000
Kernel 1: 0.023000
Kernel 2: 79.077003
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001249 1.000000 fi:0.112863. Ave ac:0.001752,0.004300
Initialization: 5.662000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.010000
Kernel 1: 0.023000
Kernel 2: 80.926003
Copyback: 0.019000
Sum: 0.032000
It 33,Best ac:0.000749 1.000000 fi:0.111859. Ave ac:0.002000,0.003491
Initialization: 27.309999
Memcpy Instances: 479.600006
Memcpy Classifiers: 0.082000
Kernel 1: 0.026000
Kernel 2: 524.174988
Copyback: 0.016000
Sum: 0.021000
Memcpy Classifiers: 0.132000
Kernel 1: 0.022000
Kernel 2: 537.146973
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 555.895020
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.017000
Kernel 2: 518.693970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.017000
Kernel 2: 512.651001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 545.742004
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.082000
Kernel 1: 0.014000
Kernel 2: 552.500977
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 531.896973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 526.585022
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.102000
Kernel 1: 0.016000
Kernel 2: 522.552979
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000749 0.697674 fi:0.416660. Ave ac:0.002189,0.009395
Best acc 0.000749 0.697674
Rule:Att PSSM_-3_4 is [<-0.767261]|Att PSSM_-3_8 is [>0.624769]|Att PSSM_-2_4 is [<7.182312]|Att PSSM_-2_12 is [-5.795358,2.058180]|Att PSSM_-1_13 is [-5.600631,9.578534]|Att PSSM_0_12 is [-5.987872,-2.012128]|Att PSSM_0_15 is [<-2.507844]|Att PSSM_1_12 is [<-1.187347]|Att PSSM_3_18 is [>0.160128]|1
Accuracy : 0.780121
0	1	
156263	7817	
43775	26783	
Removed 215 instances. 200038 Instances left. Acc of rule 0.000749-0.697674
Initialization: 5.920000
Memcpy Classifiers: 0.539000
Memcpy Instances: 9.654000
Kernel 1: 0.028000
Kernel 2: 98.183998
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.004789 accuracy2:0.210482
Initialization: 7.343000
Memcpy Classifiers: 0.905000
Memcpy Instances: 10.574000
Kernel 1: 0.024000
Kernel 2: 98.245003
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.000500 1.000000 fi:0.381397. Ave ac:0.005649,0.010322
Initialization: 5.755000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.021000
Kernel 1: 0.024000
Kernel 2: 96.712997
Copyback: 0.018000
Sum: 0.040000
It 1,Best ac:0.001000 1.000000 fi:0.099876. Ave ac:0.005586,0.009521
Initialization: 5.743000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.100000
Kernel 1: 0.032000
Kernel 2: 96.091003
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001000 1.000000 fi:0.099875. Ave ac:0.005294,0.008604
Initialization: 6.935000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.000000
Kernel 1: 0.024000
Kernel 2: 93.611000
Copyback: 0.019000
Sum: 0.038000
It 3,Best ac:0.002499 0.833333 fi:0.265855. Ave ac:0.004484,0.008165
Initialization: 8.198000
Memcpy Classifiers: 0.644000
Memcpy Instances: 9.628000
Kernel 1: 0.031000
Kernel 2: 94.039001
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000750 1.000000 fi:0.099990. Ave ac:0.003788,0.007713
Initialization: 5.742000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.997000
Kernel 1: 0.024000
Kernel 2: 90.928001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000750 1.000000 fi:0.099990. Ave ac:0.004780,0.008456
Initialization: 5.800000
Memcpy Classifiers: 0.744000
Memcpy Instances: 8.980000
Kernel 1: 0.024000
Kernel 2: 90.304001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001250 1.000000 fi:0.099760. Ave ac:0.004129,0.006708
Initialization: 5.841000
Memcpy Classifiers: 0.447000
Memcpy Instances: 12.014000
Kernel 1: 0.026000
Kernel 2: 92.075996
Copyback: 0.018000
Sum: 0.045000
It 7,Best ac:0.001500 1.000000 fi:0.099646. Ave ac:0.004234,0.006418
Initialization: 6.353000
Memcpy Classifiers: 0.446000
Memcpy Instances: 9.936000
Kernel 1: 0.023000
Kernel 2: 91.296997
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001750 1.000000 fi:0.099531. Ave ac:0.003242,0.004777
Initialization: 6.852000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.111000
Kernel 1: 0.031000
Kernel 2: 90.041000
Copyback: 0.017000
Sum: 0.044000
It 9,Best ac:0.001250 1.000000 fi:0.099761. Ave ac:0.003371,0.005794
Iteration 10:MDL fitness activated
Error 0.099761 TL 0.027775
MDL Theory Length Weight: 1.1972526886 (2)
Initialization: 5.734000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.039000
Kernel 1: 0.024000
Kernel 2: 93.018997
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000750 1.000000 fi:0.147900. Ave ac:0.003358,0.005192
Initialization: 5.775000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.567000
Kernel 1: 0.023000
Kernel 2: 88.581001
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001250 1.000000 fi:0.139379. Ave ac:0.003409,0.007641
Initialization: 7.547000
Memcpy Classifiers: 0.785000
Memcpy Instances: 8.051000
Kernel 1: 0.023000
Kernel 2: 90.595001
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001249 1.000000 fi:0.130949. Ave ac:0.003543,0.004726
Initialization: 6.894000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.635000
Kernel 1: 0.032000
Kernel 2: 87.115997
Copyback: 0.016000
Sum: 0.031000
It 13,Best ac:0.000750 1.000000 fi:0.137331. Ave ac:0.002553,0.003930
Initialization: 5.776000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.234000
Kernel 1: 0.023000
Kernel 2: 89.749001
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001000 1.000000 fi:0.135227. Ave ac:0.003839,0.006475
Initialization: 5.720000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.017000
Kernel 1: 0.024000
Kernel 2: 87.628998
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.000750 1.000000 fi:0.130607. Ave ac:0.002991,0.005871
Initialization: 5.746000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.014000
Kernel 1: 0.024000
Kernel 2: 87.040001
Copyback: 0.017000
Sum: 0.038000
It 16,Best ac:0.000750 1.000000 fi:0.136171. Ave ac:0.003896,0.006913
Initialization: 6.085000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.996000
Kernel 1: 0.023000
Kernel 2: 86.310997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001500 1.000000 fi:0.132838. Ave ac:0.003725,0.007806
Initialization: 5.797000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.993000
Kernel 1: 0.025000
Kernel 2: 86.039001
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.001000 1.000000 fi:0.137217. Ave ac:0.003195,0.004996
Initialization: 5.769000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.627000
Kernel 1: 0.023000
Kernel 2: 88.884003
Copyback: 0.016000
Sum: 0.024000
It 19,Best ac:0.001000 1.000000 fi:0.139165. Ave ac:0.003553,0.005598
Initialization: 5.598000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.001000
Kernel 1: 0.024000
Kernel 2: 85.820000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001250 1.000000 fi:0.130378. Ave ac:0.003525,0.005284
Initialization: 7.962000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.012000
Kernel 1: 0.023000
Kernel 2: 87.640999
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.000750 1.000000 fi:0.137144. Ave ac:0.003460,0.005458
Initialization: 5.821000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.505000
Kernel 1: 0.023000
Kernel 2: 87.342003
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001000 1.000000 fi:0.125925. Ave ac:0.003323,0.005426
Initialization: 5.716000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.362000
Kernel 1: 0.033000
Kernel 2: 87.845001
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001000 1.000000 fi:0.131038. Ave ac:0.003648,0.005514
Initialization: 5.777000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.993000
Kernel 1: 0.024000
Kernel 2: 83.175003
Copyback: 0.018000
Sum: 0.031000
It 24,Best ac:0.000750 1.000000 fi:0.127422. Ave ac:0.003604,0.006087
Initialization: 5.773000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.012000
Kernel 1: 0.024000
Kernel 2: 82.934998
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001500 1.000000 fi:0.124770. Ave ac:0.003235,0.005190
Initialization: 5.747000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.306000
Kernel 1: 0.023000
Kernel 2: 81.828003
Copyback: 0.018000
Sum: 0.042000
It 26,Best ac:0.001000 1.000000 fi:0.131038. Ave ac:0.003385,0.005691
Initialization: 6.922000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.037000
Kernel 1: 0.023000
Kernel 2: 81.431000
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001000 1.000000 fi:0.124970. Ave ac:0.003425,0.006258
Initialization: 5.707000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.002000
Kernel 1: 0.024000
Kernel 2: 83.246002
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.001000 1.000000 fi:0.133728. Ave ac:0.002915,0.006419
Initialization: 5.734000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.001000
Kernel 1: 0.023000
Kernel 2: 79.700996
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.001000 1.000000 fi:0.132716. Ave ac:0.003113,0.005784
Initialization: 5.782000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.018000
Kernel 1: 0.023000
Kernel 2: 80.794998
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000750 1.000000 fi:0.125085. Ave ac:0.003245,0.006449
Initialization: 5.788000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.010000
Kernel 1: 0.024000
Kernel 2: 79.594002
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.001000 1.000000 fi:0.124505. Ave ac:0.003601,0.005941
Initialization: 5.702000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.030000
Kernel 1: 0.023000
Kernel 2: 80.452003
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001250 1.000000 fi:0.123987. Ave ac:0.002693,0.004837
Initialization: 5.690000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.023000
Kernel 1: 0.024000
Kernel 2: 80.077003
Copyback: 0.016000
Sum: 0.029000
It 33,Best ac:0.001000 1.000000 fi:0.135975. Ave ac:0.002238,0.003811
Initialization: 28.559999
Memcpy Instances: 391.080994
Memcpy Classifiers: 0.076000
Kernel 1: 0.027000
Kernel 2: 515.379028
Copyback: 0.370000
Sum: 0.017000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 524.356018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 539.932007
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.108000
Kernel 1: 0.024000
Kernel 2: 520.698975
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 545.390015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.021000
Kernel 2: 534.778992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 534.101013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 533.874023
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 536.973022
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 529.965027
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.001200 0.623377 fi:0.509600. Ave ac:0.002319,0.007876
Best acc 0.001200 0.623377
Initialization: 5.813000
Memcpy Classifiers: 0.557000
Memcpy Instances: 8.020000
Kernel 1: 0.025000
Kernel 2: 100.223999
Copyback: 0.020000
Sum: 0.053000
Initial population average accuracy1:0.005633 accuracy2:0.218211
Initialization: 6.170000
Memcpy Classifiers: 0.967000
Memcpy Instances: 12.017000
Kernel 1: 0.024000
Kernel 2: 100.559998
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.000500 1.000000 fi:0.381397. Ave ac:0.005008,0.008989
Initialization: 5.799000
Memcpy Classifiers: 0.574000
Memcpy Instances: 8.008000
Kernel 1: 0.023000
Kernel 2: 102.848000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000750 1.000000 fi:0.099990. Ave ac:0.005024,0.008166
Initialization: 5.769000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.013000
Kernel 1: 0.024000
Kernel 2: 101.490997
Copyback: 0.016000
Sum: 0.026000
It 2,Best ac:0.000750 1.000000 fi:0.099990. Ave ac:0.004476,0.007690
Initialization: 5.681000
Memcpy Classifiers: 0.530000
Memcpy Instances: 8.012000
Kernel 1: 0.024000
Kernel 2: 101.005997
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000750 1.000000 fi:0.099990. Ave ac:0.004536,0.007474
Initialization: 5.641000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.019000
Kernel 1: 0.023000
Kernel 2: 99.582001
Copyback: 0.021000
Sum: 0.035000
It 4,Best ac:0.002000 0.888889 fi:0.210527. Ave ac:0.004426,0.008323
Initialization: 5.672000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.014000
Kernel 1: 0.024000
Kernel 2: 98.952003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001249 1.000000 fi:0.099761. Ave ac:0.004343,0.007295
Initialization: 5.742000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.018000
Kernel 1: 0.023000
Kernel 2: 98.346001
Copyback: 0.372000
Sum: 0.034000
It 6,Best ac:0.001000 1.000000 fi:0.099875. Ave ac:0.003008,0.005552
Initialization: 6.793000
Memcpy Classifiers: 0.936000
Memcpy Instances: 12.026000
Kernel 1: 0.023000
Kernel 2: 98.422997
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001500 1.000000 fi:0.099646. Ave ac:0.002802,0.003880
Initialization: 5.795000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.999000
Kernel 1: 0.024000
Kernel 2: 99.388000
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.001000 1.000000 fi:0.099875. Ave ac:0.002843,0.004601
Initialization: 5.737000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.014000
Kernel 1: 0.024000
Kernel 2: 99.653000
Copyback: 0.018000
Sum: 0.040000
It 9,Best ac:0.002250 1.000000 fi:0.099302. Ave ac:0.002416,0.003517
Iteration 10:MDL fitness activated
Error 0.099302 TL 0.050944
MDL Theory Length Weight: 0.6497497003 (1)
Initialization: 5.718000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.024000
Kernel 1: 0.024000
Kernel 2: 100.152000
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.000750 1.000000 fi:0.122803. Ave ac:0.001965,0.003354
Initialization: 6.811000
Memcpy Classifiers: 0.512000
Memcpy Instances: 8.674000
Kernel 1: 0.023000
Kernel 2: 98.636002
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001250 1.000000 fi:0.121301. Ave ac:0.002029,0.003379
Initialization: 6.850000
Memcpy Classifiers: 0.636000
Memcpy Instances: 9.795000
Kernel 1: 0.033000
Kernel 2: 99.150002
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001750 1.000000 fi:0.117342. Ave ac:0.002061,0.003437
Initialization: 5.762000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.071000
Kernel 1: 0.024000
Kernel 2: 96.704002
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.001000 1.000000 fi:0.124123. Ave ac:0.002652,0.004186
Initialization: 7.547000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.481000
Kernel 1: 0.023000
Kernel 2: 94.870003
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.001250 1.000000 fi:0.120272. Ave ac:0.002675,0.004718
Initialization: 5.822000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.998000
Kernel 1: 0.023000
Kernel 2: 97.853996
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001000 1.000000 fi:0.117778. Ave ac:0.002231,0.003853
Initialization: 5.768000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.054000
Kernel 1: 0.024000
Kernel 2: 95.935997
Copyback: 0.018000
Sum: 0.046000
It 16,Best ac:0.000750 1.000000 fi:0.117549. Ave ac:0.001397,0.002407
Initialization: 5.748000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.013000
Kernel 1: 0.023000
Kernel 2: 96.431999
Copyback: 0.018000
Sum: 0.041000
It 17,Best ac:0.001000 1.000000 fi:0.115274. Ave ac:0.001959,0.004893
Initialization: 7.826000
Memcpy Classifiers: 0.807000
Memcpy Instances: 8.348000
Kernel 1: 0.023000
Kernel 2: 92.268997
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.000750 1.000000 fi:0.115389. Ave ac:0.001789,0.003100
Initialization: 5.784000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.999000
Kernel 1: 0.024000
Kernel 2: 91.586998
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.002000 1.000000 fi:0.117985. Ave ac:0.001880,0.003217
Initialization: 5.768000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.121000
Kernel 1: 0.027000
Kernel 2: 92.842003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001250 1.000000 fi:0.120502. Ave ac:0.001772,0.002723
Initialization: 7.022000
Memcpy Classifiers: 0.593000
Memcpy Instances: 11.384000
Kernel 1: 0.025000
Kernel 2: 96.502998
Copyback: 0.018000
Sum: 0.041000
It 21,Best ac:0.000750 1.000000 fi:0.117893. Ave ac:0.001454,0.003351
Initialization: 5.719000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.014000
Kernel 1: 0.023000
Kernel 2: 96.055000
Copyback: 0.016000
Sum: 0.033000
It 22,Best ac:0.000750 1.000000 fi:0.115604. Ave ac:0.002235,0.003693
Initialization: 5.795000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.024000
Kernel 1: 0.024000
Kernel 2: 97.947998
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.000750 1.000000 fi:0.115389. Ave ac:0.001776,0.003855
Initialization: 7.566000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.045000
Kernel 1: 0.023000
Kernel 2: 95.289001
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.001750 1.000000 fi:0.117577. Ave ac:0.001998,0.004091
Initialization: 5.797000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.037000
Kernel 1: 0.023000
Kernel 2: 93.818001
Copyback: 0.018000
Sum: 0.034000
It 25,Best ac:0.001000 1.000000 fi:0.117228. Ave ac:0.002051,0.002921
Initialization: 5.746000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.038000
Kernel 1: 0.023000
Kernel 2: 92.056999
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.001250 1.000000 fi:0.117180. Ave ac:0.001747,0.003283
MDL Theory Length Weight: 0.5847747303 (10)
Initialization: 5.737000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.017000
Kernel 1: 0.023000
Kernel 2: 95.495003
Copyback: 0.017000
Sum: 0.037000
It 27,Best ac:0.000750 1.000000 fi:0.115450. Ave ac:0.001493,0.005689
Initialization: 7.491000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.185000
Kernel 1: 0.023000
Kernel 2: 92.900002
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.000750 1.000000 fi:0.111881. Ave ac:0.001603,0.002500
Initialization: 5.731000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.861000
Kernel 1: 0.032000
Kernel 2: 93.889999
Copyback: 0.019000
Sum: 0.035000
It 29,Best ac:0.000750 1.000000 fi:0.112875. Ave ac:0.001870,0.003067
Initialization: 5.794000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.039000
Kernel 1: 0.023000
Kernel 2: 93.135002
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.001500 1.000000 fi:0.111953. Ave ac:0.001470,0.002129
Initialization: 5.691000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.024000
Kernel 1: 0.025000
Kernel 2: 95.250999
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001000 1.000000 fi:0.115907. Ave ac:0.001740,0.002617
Initialization: 5.787000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.998000
Kernel 1: 0.024000
Kernel 2: 93.809998
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000750 1.000000 fi:0.113849. Ave ac:0.001819,0.002088
Initialization: 7.270000
Memcpy Classifiers: 0.696000
Memcpy Instances: 10.310000
Kernel 1: 0.023000
Kernel 2: 90.607002
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.001500 1.000000 fi:0.108875. Ave ac:0.001552,0.002843
Initialization: 26.700001
Memcpy Instances: 462.128998
Memcpy Classifiers: 0.082000
Kernel 1: 0.025000
Kernel 2: 596.715027
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.081000
Kernel 1: 0.015000
Kernel 2: 587.760010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.022000
Kernel 2: 597.070984
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 582.788025
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 581.429016
Copyback: 0.365000
Sum: 0.005000
Memcpy Classifiers: 0.105000
Kernel 1: 0.020000
Kernel 2: 575.075012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 583.244019
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.019000
Kernel 2: 559.270996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.103000
Kernel 1: 0.017000
Kernel 2: 575.966980
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 576.737000
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.008518 0.615162 fi:0.498153. Ave ac:0.001107,0.003626
Best acc 0.008518 0.615162
Rule:Att PSSM_-4_6 is [<3.604061]|Att PSSM_-4_7 is [-4.895898,-1.551666]|Att PSSM_-2_11 is [-3.528444,-2.312190]|Att PSSM_-1_6 is [-4.166773,8.899608]|Att PSSM_0_10 is [-1.936150,6.765795]|Att PSSM_0_12 is [-5.959518,-3.340682]|Att PSSM_1_4 is [<3.618940]|Att PSSM_1_8 is [-5.324244,3.189912]|Att PSSM_1_12 is [<0.732346]|Att PSSM_3_14 is [<8.911402]|Att PSSM_3_18 is [-7.519197,6.382305]|1
Accuracy : 0.780526
0	1	
156118	7962	
43535	27023	
Removed 385 instances. 199653 Instances left. Acc of rule 0.001200-0.623377
Initialization: 6.538000
Memcpy Classifiers: 0.594000
Memcpy Instances: 10.641000
Kernel 1: 0.026000
Kernel 2: 98.502998
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005302 accuracy2:0.203567
Initialization: 6.425000
Memcpy Classifiers: 0.485000
Memcpy Instances: 8.060000
Kernel 1: 0.035000
Kernel 2: 98.802002
Copyback: 0.016000
Sum: 0.044000
It 0,Best ac:0.000501 1.000000 fi:0.378556. Ave ac:0.005664,0.010897
Initialization: 5.777000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.988000
Kernel 1: 0.023000
Kernel 2: 98.420998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000501 1.000000 fi:0.378556. Ave ac:0.005041,0.009338
Initialization: 5.790000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.556000
Kernel 1: 0.024000
Kernel 2: 95.010002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000751 1.000000 fi:0.099988. Ave ac:0.004698,0.008458
Initialization: 6.649000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.973000
Kernel 1: 0.027000
Kernel 2: 94.383003
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.000752 1.000000 fi:0.099988. Ave ac:0.003933,0.006292
Initialization: 5.793000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.068000
Kernel 1: 0.031000
Kernel 2: 96.003998
Copyback: 0.017000
Sum: 0.025000
It 4,Best ac:0.000751 1.000000 fi:0.099988. Ave ac:0.004156,0.008221
Initialization: 6.095000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.916000
Kernel 1: 0.022000
Kernel 2: 93.643997
Copyback: 0.370000
Sum: 0.035000
It 5,Best ac:0.000752 1.000000 fi:0.099988. Ave ac:0.004681,0.007997
Initialization: 5.764000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.976000
Kernel 1: 0.023000
Kernel 2: 93.758003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001002 1.000000 fi:0.099872. Ave ac:0.003900,0.006426
Initialization: 5.769000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.813000
Kernel 1: 0.024000
Kernel 2: 94.124001
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001252 1.000000 fi:0.099758. Ave ac:0.003404,0.004928
Initialization: 7.507000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.173000
Kernel 1: 0.022000
Kernel 2: 91.014000
Copyback: 0.017000
Sum: 0.039000
It 8,Best ac:0.001252 1.000000 fi:0.099757. Ave ac:0.003407,0.006605
Initialization: 5.966000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.183000
Kernel 1: 0.032000
Kernel 2: 94.222000
Copyback: 0.016000
Sum: 0.027000
It 9,Best ac:0.001502 1.000000 fi:0.099642. Ave ac:0.003296,0.004777
Iteration 10:MDL fitness activated
Error 0.099642 TL 0.033433
MDL Theory Length Weight: 0.9934406843 (1)
Initialization: 7.446000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.994000
Kernel 1: 0.024000
Kernel 2: 92.507004
Copyback: 0.018000
Sum: 0.040000
It 10,Best ac:0.000751 1.000000 fi:0.137259. Ave ac:0.002890,0.004270
Initialization: 7.659000
Memcpy Classifiers: 0.711000
Memcpy Instances: 11.493000
Kernel 1: 0.024000
Kernel 2: 90.681000
Copyback: 0.016000
Sum: 0.029000
It 11,Best ac:0.001002 1.000000 fi:0.133851. Ave ac:0.003004,0.003953
Initialization: 6.293000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.021000
Kernel 1: 0.024000
Kernel 2: 92.222000
Copyback: 0.017000
Sum: 0.026000
It 12,Best ac:0.001002 1.000000 fi:0.132127. Ave ac:0.003036,0.004628
Initialization: 5.777000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.452000
Kernel 1: 0.021000
Kernel 2: 90.015999
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.000751 1.000000 fi:0.134069. Ave ac:0.002861,0.004894
Initialization: 7.246000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.882000
Kernel 1: 0.026000
Kernel 2: 88.695999
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000752 1.000000 fi:0.130758. Ave ac:0.002496,0.004296
Initialization: 5.836000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.446000
Kernel 1: 0.024000
Kernel 2: 90.069000
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.001753 1.000000 fi:0.129942. Ave ac:0.002617,0.003887
Initialization: 6.206000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.831000
Kernel 1: 0.026000
Kernel 2: 90.596001
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001002 1.000000 fi:0.127733. Ave ac:0.002633,0.006579
Initialization: 8.355000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.060000
Kernel 1: 0.033000
Kernel 2: 91.806999
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.000751 1.000000 fi:0.133966. Ave ac:0.002419,0.003911
Initialization: 5.869000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.675000
Kernel 1: 0.023000
Kernel 2: 92.408997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001253 1.000000 fi:0.137247. Ave ac:0.002618,0.004695
Initialization: 6.639000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.303000
Kernel 1: 0.032000
Kernel 2: 95.472000
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.000751 1.000000 fi:0.127008. Ave ac:0.002706,0.005061
Initialization: 5.651000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.070000
Kernel 1: 0.022000
Kernel 2: 93.239998
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.000751 1.000000 fi:0.125563. Ave ac:0.003583,0.006150
Initialization: 7.872000
Memcpy Classifiers: 0.692000
Memcpy Instances: 8.017000
Kernel 1: 0.023000
Kernel 2: 89.981003
Copyback: 0.018000
Sum: 0.038000
It 21,Best ac:0.001002 1.000000 fi:0.132230. Ave ac:0.002841,0.005518
Initialization: 8.049000
Memcpy Classifiers: 0.621000
Memcpy Instances: 10.428000
Kernel 1: 0.025000
Kernel 2: 89.361000
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.001002 1.000000 fi:0.125805. Ave ac:0.002608,0.005205
Initialization: 6.221000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.672000
Kernel 1: 0.031000
Kernel 2: 92.361000
Copyback: 0.018000
Sum: 0.031000
It 23,Best ac:0.001753 1.000000 fi:0.125391. Ave ac:0.002236,0.004036
Initialization: 6.429000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.696000
Kernel 1: 0.033000
Kernel 2: 91.264999
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.001753 1.000000 fi:0.125238. Ave ac:0.002184,0.004625
Initialization: 6.900000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.843000
Kernel 1: 0.033000
Kernel 2: 91.001999
Copyback: 0.016000
Sum: 0.030000
It 25,Best ac:0.000752 1.000000 fi:0.124806. Ave ac:0.002899,0.004018
Initialization: 6.353000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.251000
Kernel 1: 0.023000
Kernel 2: 95.096001
Copyback: 0.016000
Sum: 0.026000
It 26,Best ac:0.000751 1.000000 fi:0.127920. Ave ac:0.001525,0.002878
Initialization: 8.205000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.998000
Kernel 1: 0.023000
Kernel 2: 91.287003
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001002 1.000000 fi:0.121054. Ave ac:0.002016,0.002737
Initialization: 5.730000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.995000
Kernel 1: 0.022000
Kernel 2: 89.044998
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001002 1.000000 fi:0.122686. Ave ac:0.001697,0.002516
Initialization: 7.169000
Memcpy Classifiers: 0.660000
Memcpy Instances: 11.380000
Kernel 1: 0.026000
Kernel 2: 92.901001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.002003 1.000000 fi:0.118745. Ave ac:0.001707,0.002984
Initialization: 5.754000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.993000
Kernel 1: 0.023000
Kernel 2: 93.099998
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001002 1.000000 fi:0.124892. Ave ac:0.002123,0.003554
Initialization: 5.893000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.033000
Kernel 1: 0.023000
Kernel 2: 91.388000
Copyback: 0.017000
Sum: 0.036000
It 31,Best ac:0.000751 1.000000 fi:0.127790. Ave ac:0.001938,0.002591
Initialization: 5.605000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.993000
Kernel 1: 0.024000
Kernel 2: 87.837997
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001252 1.000000 fi:0.120121. Ave ac:0.001436,0.002871
Initialization: 5.641000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.999000
Kernel 1: 0.023000
Kernel 2: 90.739998
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.000751 1.000000 fi:0.124664. Ave ac:0.002214,0.003600
Initialization: 26.683001
Memcpy Instances: 475.368011
Memcpy Classifiers: 0.079000
Kernel 1: 0.021000
Kernel 2: 582.814026
Copyback: 0.018000
Sum: 0.021000
Memcpy Classifiers: 0.117000
Kernel 1: 0.023000
Kernel 2: 563.671021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.113000
Kernel 1: 0.025000
Kernel 2: 587.364014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.097000
Kernel 1: 0.016000
Kernel 2: 543.526001
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.121000
Kernel 1: 0.021000
Kernel 2: 551.900024
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 569.950012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 563.364990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 564.400024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 586.104980
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.018000
Kernel 2: 563.969971
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.001057 0.615160 fi:0.509362. Ave ac:0.002715,0.009265
Best acc 0.001057 0.615160
Initialization: 5.820000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.999000
Kernel 1: 0.024000
Kernel 2: 97.635002
Copyback: 0.018000
Sum: 0.055000
Initial population average accuracy1:0.005361 accuracy2:0.212025
Initialization: 6.033000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.005000
Kernel 1: 0.024000
Kernel 2: 96.551003
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.000751 1.000000 fi:0.099988. Ave ac:0.005477,0.011840
Initialization: 5.758000
Memcpy Classifiers: 0.480000
Memcpy Instances: 8.012000
Kernel 1: 0.023000
Kernel 2: 93.939003
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000752 1.000000 fi:0.099988. Ave ac:0.004823,0.010470
Initialization: 5.754000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.016000
Kernel 1: 0.024000
Kernel 2: 94.959000
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001002 1.000000 fi:0.099873. Ave ac:0.004470,0.009560
Initialization: 5.722000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.994000
Kernel 1: 0.024000
Kernel 2: 90.647003
Copyback: 0.017000
Sum: 0.037000
It 3,Best ac:0.001253 1.000000 fi:0.099757. Ave ac:0.003247,0.006127
Initialization: 5.778000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.994000
Kernel 1: 0.023000
Kernel 2: 92.583000
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001753 0.875000 fi:0.224527. Ave ac:0.003543,0.006543
Initialization: 5.794000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.963000
Kernel 1: 0.023000
Kernel 2: 93.412003
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001252 1.000000 fi:0.099758. Ave ac:0.002845,0.005059
Initialization: 5.728000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.009000
Kernel 1: 0.024000
Kernel 2: 94.542999
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001253 1.000000 fi:0.099757. Ave ac:0.003007,0.006781
Initialization: 5.763000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.024000
Kernel 1: 0.025000
Kernel 2: 90.725998
Copyback: 0.016000
Sum: 0.030000
It 7,Best ac:0.001002 1.000000 fi:0.099873. Ave ac:0.002896,0.004471
Initialization: 5.748000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.980000
Kernel 1: 0.023000
Kernel 2: 93.602997
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.000751 1.000000 fi:0.099988. Ave ac:0.002499,0.004126
Initialization: 5.764000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.987000
Kernel 1: 0.023000
Kernel 2: 91.558998
Copyback: 0.016000
Sum: 0.031000
It 9,Best ac:0.001252 1.000000 fi:0.099758. Ave ac:0.002389,0.003206
Iteration 10:MDL fitness activated
Error 0.099758 TL 0.032431
MDL Theory Length Weight: 1.0253464538 (7)
Initialization: 6.074000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.408000
Kernel 1: 0.023000
Kernel 2: 95.776001
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000751 1.000000 fi:0.133343. Ave ac:0.002465,0.003521
Initialization: 5.674000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.999000
Kernel 1: 0.024000
Kernel 2: 92.986000
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.001002 1.000000 fi:0.137722. Ave ac:0.002243,0.003338
Initialization: 5.751000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.997000
Kernel 1: 0.023000
Kernel 2: 97.115997
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001002 1.000000 fi:0.128343. Ave ac:0.003000,0.004407
Initialization: 5.615000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.982000
Kernel 1: 0.022000
Kernel 2: 96.070999
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000752 1.000000 fi:0.125649. Ave ac:0.002695,0.004276
Initialization: 5.725000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.033000
Kernel 1: 0.023000
Kernel 2: 95.955002
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001002 1.000000 fi:0.136080. Ave ac:0.002392,0.004495
Initialization: 5.725000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.027000
Kernel 1: 0.023000
Kernel 2: 93.087997
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001502 1.000000 fi:0.134089. Ave ac:0.002344,0.003676
Initialization: 5.682000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.039000
Kernel 1: 0.023000
Kernel 2: 97.126999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000751 1.000000 fi:0.128994. Ave ac:0.002388,0.004648
Initialization: 5.686000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.021000
Kernel 1: 0.024000
Kernel 2: 92.253998
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.000751 1.000000 fi:0.136696. Ave ac:0.001927,0.002996
Initialization: 5.750000
Memcpy Classifiers: 0.485000
Memcpy Instances: 8.002000
Kernel 1: 0.023000
Kernel 2: 95.908997
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001002 1.000000 fi:0.131565. Ave ac:0.001603,0.002447
Initialization: 5.726000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.020000
Kernel 1: 0.023000
Kernel 2: 95.044998
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.001753 1.000000 fi:0.133426. Ave ac:0.002373,0.003171
Initialization: 5.829000
Memcpy Classifiers: 0.442000
Memcpy Instances: 11.342000
Kernel 1: 0.023000
Kernel 2: 96.022003
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.000751 1.000000 fi:0.121775. Ave ac:0.002456,0.004872
Initialization: 5.736000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.000000
Kernel 1: 0.022000
Kernel 2: 92.623001
Copyback: 0.373000
Sum: 0.029000
It 21,Best ac:0.001252 1.000000 fi:0.129535. Ave ac:0.002428,0.003315
Initialization: 5.809000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.874000
Kernel 1: 0.026000
Kernel 2: 91.811996
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001002 1.000000 fi:0.129651. Ave ac:0.002615,0.003205
Initialization: 5.758000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.990000
Kernel 1: 0.024000
Kernel 2: 90.107002
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000751 1.000000 fi:0.124250. Ave ac:0.001924,0.002768
Initialization: 5.772000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.017000
Kernel 1: 0.024000
Kernel 2: 92.698997
Copyback: 0.018000
Sum: 0.029000
It 24,Best ac:0.001002 1.000000 fi:0.128795. Ave ac:0.001789,0.002554
Initialization: 5.743000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.992000
Kernel 1: 0.024000
Kernel 2: 95.344002
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.001252 1.000000 fi:0.131290. Ave ac:0.002559,0.003504
Initialization: 5.763000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.994000
Kernel 1: 0.024000
Kernel 2: 94.251999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001002 1.000000 fi:0.121660. Ave ac:0.001721,0.002208
Initialization: 7.245000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.013000
Kernel 1: 0.023000
Kernel 2: 91.052002
Copyback: 0.017000
Sum: 0.037000
It 27,Best ac:0.001252 1.000000 fi:0.128692. Ave ac:0.002152,0.003571
Initialization: 5.734000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.988000
Kernel 1: 0.024000
Kernel 2: 91.566002
Copyback: 0.016000
Sum: 0.028000
It 28,Best ac:0.001002 1.000000 fi:0.126530. Ave ac:0.002509,0.003880
Initialization: 5.770000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.025000
Kernel 1: 0.023000
Kernel 2: 88.963997
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.000751 1.000000 fi:0.117394. Ave ac:0.002634,0.004878
Initialization: 5.725000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.994000
Kernel 1: 0.025000
Kernel 2: 86.815002
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000752 1.000000 fi:0.122585. Ave ac:0.001946,0.002475
Initialization: 7.260000
Memcpy Classifiers: 0.667000
Memcpy Instances: 12.181000
Kernel 1: 0.024000
Kernel 2: 87.109001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000751 1.000000 fi:0.124250. Ave ac:0.001745,0.002329
Initialization: 5.751000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.016000
Kernel 1: 0.023000
Kernel 2: 90.039001
Copyback: 0.016000
Sum: 0.027000
It 32,Best ac:0.001002 1.000000 fi:0.122469. Ave ac:0.001780,0.002533
Initialization: 5.748000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.021000
Kernel 1: 0.023000
Kernel 2: 86.772003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001503 1.000000 fi:0.126674. Ave ac:0.001706,0.002453
Initialization: 26.783001
Memcpy Instances: 494.829987
Memcpy Classifiers: 0.123000
Kernel 1: 0.034000
Kernel 2: 583.992004
Copyback: 0.016000
Sum: 0.021000
Memcpy Classifiers: 0.121000
Kernel 1: 0.022000
Kernel 2: 585.184998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 586.679993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 597.530029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 586.341980
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 591.281006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 586.051025
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.018000
Kernel 2: 579.768982
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 548.716003
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 578.021973
Copyback: 0.016000
Sum: 0.002000
It 34,Best ac:0.000917 0.622449 fi:0.506397. Ave ac:0.001961,0.006404
Best acc 0.000917 0.622449
Rule:Att PSSM_-3_2 is [-5.178174,0.984700]|Att PSSM_-3_12 is [-4.299265,6.720738]|Att PSSM_-3_13 is [-3.483914,5.483914]|Att PSSM_-2_14 is [0.678431,4.891393]|Att PSSM_-1_3 is [-4.398120,6.245630]|Att PSSM_-1_13 is [-6.454121,1.236610]|Att PSSM_0_12 is [<-2.619343]|Att PSSM_1_5 is [<7.746427]|Att PSSM_2_12 is [<-1.920065]|Att PSSM_3_10 is [>0.286100]|1
Accuracy : 0.780833
0	1	
156007	8073	
43352	27206	
Removed 294 instances. 199359 Instances left. Acc of rule 0.000917-0.622449
Initialization: 5.717000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.987000
Kernel 1: 0.026000
Kernel 2: 99.186996
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004560 accuracy2:0.199244
Initialization: 5.756000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.973000
Kernel 1: 0.023000
Kernel 2: 98.769997
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.001254 0.714286 fi:0.385469. Ave ac:0.005328,0.009352
Initialization: 5.816000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.005000
Kernel 1: 0.024000
Kernel 2: 98.199997
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000502 1.000000 fi:0.375689. Ave ac:0.005114,0.008250
Initialization: 7.072000
Memcpy Classifiers: 0.488000
Memcpy Instances: 11.427000
Kernel 1: 0.024000
Kernel 2: 97.996002
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.002508 0.625000 fi:0.474176. Ave ac:0.005424,0.009586
Initialization: 5.704000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.998000
Kernel 1: 0.024000
Kernel 2: 95.344002
Copyback: 0.016000
Sum: 0.030000
It 3,Best ac:0.000752 1.000000 fi:0.099986. Ave ac:0.004525,0.007465
Initialization: 5.741000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.999000
Kernel 1: 0.023000
Kernel 2: 95.294998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.001003 1.000000 fi:0.099871. Ave ac:0.005271,0.008797
Initialization: 5.808000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.995000
Kernel 1: 0.024000
Kernel 2: 94.130997
Copyback: 0.016000
Sum: 0.030000
It 5,Best ac:0.000752 1.000000 fi:0.099986. Ave ac:0.003708,0.006360
Initialization: 5.760000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.983000
Kernel 1: 0.023000
Kernel 2: 94.586998
Copyback: 0.016000
Sum: 0.030000
It 6,Best ac:0.001003 1.000000 fi:0.099871. Ave ac:0.004162,0.007415
Initialization: 6.706000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.985000
Kernel 1: 0.023000
Kernel 2: 96.958000
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.001003 1.000000 fi:0.099871. Ave ac:0.004163,0.007131
Initialization: 5.733000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.969000
Kernel 1: 0.024000
Kernel 2: 97.301003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001003 1.000000 fi:0.099871. Ave ac:0.003961,0.007566
Initialization: 5.765000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.990000
Kernel 1: 0.023000
Kernel 2: 98.750999
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.000752 1.000000 fi:0.099986. Ave ac:0.003319,0.005653
Iteration 10:MDL fitness activated
Error 0.099986 TL 0.036885
MDL Theory Length Weight: 0.9035963408 (6)
Initialization: 5.693000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.987000
Kernel 1: 0.023000
Kernel 2: 96.666000
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.000752 1.000000 fi:0.126298. Ave ac:0.003606,0.005835
Initialization: 5.716000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.992000
Kernel 1: 0.024000
Kernel 2: 95.686996
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001003 1.000000 fi:0.125418. Ave ac:0.003297,0.005514
Initialization: 5.742000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.989000
Kernel 1: 0.024000
Kernel 2: 91.355003
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000752 1.000000 fi:0.135092. Ave ac:0.003198,0.006443
Initialization: 5.818000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.979000
Kernel 1: 0.024000
Kernel 2: 91.515999
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001003 1.000000 fi:0.125418. Ave ac:0.002701,0.004154
Initialization: 5.775000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.994000
Kernel 1: 0.022000
Kernel 2: 89.016998
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.000752 1.000000 fi:0.135330. Ave ac:0.003097,0.004872
Initialization: 5.771000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.966000
Kernel 1: 0.024000
Kernel 2: 88.252998
Copyback: 0.016000
Sum: 0.031000
It 15,Best ac:0.000752 1.000000 fi:0.127691. Ave ac:0.002711,0.004399
Initialization: 5.630000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.964000
Kernel 1: 0.023000
Kernel 2: 89.839996
Copyback: 0.020000
Sum: 0.038000
It 16,Best ac:0.000752 1.000000 fi:0.121503. Ave ac:0.002620,0.003684
Initialization: 5.835000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.008000
Kernel 1: 0.023000
Kernel 2: 88.898003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001003 1.000000 fi:0.123801. Ave ac:0.002603,0.005047
Initialization: 5.759000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.992000
Kernel 1: 0.023000
Kernel 2: 86.657997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001003 1.000000 fi:0.128181. Ave ac:0.002701,0.003460
Initialization: 5.729000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.143000
Kernel 1: 0.023000
Kernel 2: 87.570999
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000752 1.000000 fi:0.125903. Ave ac:0.002339,0.002506
Initialization: 5.729000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.966000
Kernel 1: 0.023000
Kernel 2: 87.456001
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000752 1.000000 fi:0.125857. Ave ac:0.001990,0.002419
Initialization: 5.794000
Memcpy Classifiers: 0.441000
Memcpy Instances: 7.969000
Kernel 1: 0.023000
Kernel 2: 87.785004
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001003 1.000000 fi:0.123307. Ave ac:0.002131,0.002958
Initialization: 5.713000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.993000
Kernel 1: 0.023000
Kernel 2: 85.736000
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000752 1.000000 fi:0.127532. Ave ac:0.002367,0.003035
Initialization: 5.696000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.064000
Kernel 1: 0.023000
Kernel 2: 85.726997
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001756 1.000000 fi:0.121541. Ave ac:0.001812,0.002688
Initialization: 5.765000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.969000
Kernel 1: 0.023000
Kernel 2: 84.994003
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.001756 1.000000 fi:0.119536. Ave ac:0.002562,0.003539
Initialization: 5.647000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.023000
Kernel 1: 0.022000
Kernel 2: 80.522003
Copyback: 0.018000
Sum: 0.031000
It 25,Best ac:0.000752 1.000000 fi:0.121503. Ave ac:0.002017,0.003390
Initialization: 5.738000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.966000
Kernel 1: 0.023000
Kernel 2: 84.902000
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000752 1.000000 fi:0.119269. Ave ac:0.001857,0.002946
Initialization: 5.810000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.432000
Kernel 1: 0.023000
Kernel 2: 84.095001
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000752 1.000000 fi:0.122172. Ave ac:0.002161,0.003204
Initialization: 5.739000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.986000
Kernel 1: 0.024000
Kernel 2: 86.143997
Copyback: 0.016000
Sum: 0.029000
It 28,Best ac:0.001003 1.000000 fi:0.123309. Ave ac:0.002585,0.004045
Initialization: 5.767000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.001000
Kernel 1: 0.024000
Kernel 2: 82.927002
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.001756 1.000000 fi:0.119706. Ave ac:0.002334,0.003999
Initialization: 5.700000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.989000
Kernel 1: 0.024000
Kernel 2: 82.257004
Copyback: 0.018000
Sum: 0.028000
It 30,Best ac:0.000752 1.000000 fi:0.121730. Ave ac:0.002136,0.002868
Initialization: 5.752000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.995000
Kernel 1: 0.024000
Kernel 2: 83.382004
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001505 1.000000 fi:0.124795. Ave ac:0.001930,0.002754
Initialization: 5.774000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.020000
Kernel 1: 0.023000
Kernel 2: 86.303001
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001254 1.000000 fi:0.115062. Ave ac:0.001905,0.003321
Initialization: 5.745000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.990000
Kernel 1: 0.024000
Kernel 2: 81.146004
Copyback: 0.016000
Sum: 0.034000
It 33,Best ac:0.001254 1.000000 fi:0.119242. Ave ac:0.001632,0.003022
Initialization: 26.792000
Memcpy Instances: 496.372009
Memcpy Classifiers: 0.094000
Kernel 1: 0.023000
Kernel 2: 509.601013
Copyback: 0.015000
Sum: 0.020000
Memcpy Classifiers: 0.132000
Kernel 1: 0.022000
Kernel 2: 543.762024
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.131000
Kernel 1: 0.022000
Kernel 2: 513.169983
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 516.051025
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 528.299011
Copyback: 0.020000
Sum: 0.005000
Memcpy Classifiers: 0.114000
Kernel 1: 0.020000
Kernel 2: 511.717010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.021000
Kernel 2: 508.821991
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.130000
Kernel 1: 0.021000
Kernel 2: 529.677979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.111000
Kernel 1: 0.017000
Kernel 2: 530.479004
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.133000
Kernel 1: 0.024000
Kernel 2: 497.229004
Copyback: 0.368000
Sum: 0.001000
It 34,Best ac:0.000973 0.648829 fi:0.471238. Ave ac:0.002421,0.007938
Best acc 0.000973 0.648829
Initialization: 5.785000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.968000
Kernel 1: 0.025000
Kernel 2: 97.377998
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.004564 accuracy2:0.220942
Initialization: 5.778000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.017000
Kernel 1: 0.024000
Kernel 2: 97.712997
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.001755 0.875000 fi:0.224525. Ave ac:0.005065,0.012172
Initialization: 5.723000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.983000
Kernel 1: 0.024000
Kernel 2: 94.758003
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001003 1.000000 fi:0.099871. Ave ac:0.005213,0.008632
Initialization: 8.236000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.994000
Kernel 1: 0.023000
Kernel 2: 94.630997
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001003 1.000000 fi:0.099871. Ave ac:0.004686,0.008463
Initialization: 5.700000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.983000
Kernel 1: 0.023000
Kernel 2: 95.379997
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.002007 0.888889 fi:0.210519. Ave ac:0.004040,0.007299
Initialization: 5.795000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.995000
Kernel 1: 0.024000
Kernel 2: 91.544998
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001003 1.000000 fi:0.099871. Ave ac:0.004499,0.007253
Initialization: 5.726000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.989000
Kernel 1: 0.022000
Kernel 2: 90.320999
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.000752 1.000000 fi:0.099986. Ave ac:0.003510,0.005157
Initialization: 5.725000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.992000
Kernel 1: 0.024000
Kernel 2: 89.297997
Copyback: 0.017000
Sum: 0.044000
It 6,Best ac:0.001254 1.000000 fi:0.099755. Ave ac:0.003514,0.005538
Initialization: 5.702000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.995000
Kernel 1: 0.024000
Kernel 2: 87.477997
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001254 1.000000 fi:0.099755. Ave ac:0.003605,0.005987
Initialization: 5.762000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.997000
Kernel 1: 0.024000
Kernel 2: 87.389000
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001756 1.000000 fi:0.099524. Ave ac:0.003059,0.005089
Initialization: 5.761000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.994000
Kernel 1: 0.024000
Kernel 2: 88.764000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001003 1.000000 fi:0.099871. Ave ac:0.003549,0.008014
Iteration 10:MDL fitness activated
Error 0.099871 TL 0.046041
MDL Theory Length Weight: 0.7230551040 (2)
Initialization: 5.816000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.980000
Kernel 1: 0.023000
Kernel 2: 88.697998
Copyback: 0.016000
Sum: 0.031000
It 10,Best ac:0.000752 1.000000 fi:0.119898. Ave ac:0.003169,0.005571
Initialization: 5.709000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.990000
Kernel 1: 0.024000
Kernel 2: 87.110001
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001003 1.000000 fi:0.122178. Ave ac:0.003201,0.007054
Initialization: 6.503000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.564000
Kernel 1: 0.024000
Kernel 2: 89.070000
Copyback: 0.017000
Sum: 0.025000
It 12,Best ac:0.001003 1.000000 fi:0.123576. Ave ac:0.003315,0.006924
Initialization: 5.843000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.020000
Kernel 1: 0.023000
Kernel 2: 86.875999
Copyback: 0.017000
Sum: 0.044000
It 13,Best ac:0.000752 0.750000 fi:0.372085. Ave ac:0.002874,0.005250
Initialization: 6.488000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.973000
Kernel 1: 0.024000
Kernel 2: 87.759003
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.000752 1.000000 fi:0.131098. Ave ac:0.003904,0.005948
Initialization: 5.940000
Memcpy Classifiers: 0.680000
Memcpy Instances: 13.284000
Kernel 1: 0.026000
Kernel 2: 88.845001
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001003 1.000000 fi:0.120146. Ave ac:0.003693,0.005717
Initialization: 5.804000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.417000
Kernel 1: 0.024000
Kernel 2: 88.225998
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000752 1.000000 fi:0.116970. Ave ac:0.003384,0.005611
Initialization: 6.465000
Memcpy Classifiers: 0.693000
Memcpy Instances: 10.957000
Kernel 1: 0.024000
Kernel 2: 87.189003
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001003 1.000000 fi:0.121249. Ave ac:0.004059,0.005451
Initialization: 5.780000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.017000
Kernel 1: 0.024000
Kernel 2: 85.001999
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000752 1.000000 fi:0.120082. Ave ac:0.003114,0.004950
Initialization: 5.753000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.968000
Kernel 1: 0.024000
Kernel 2: 83.940002
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.001003 1.000000 fi:0.122027. Ave ac:0.003319,0.004605
Initialization: 5.745000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.003000
Kernel 1: 0.023000
Kernel 2: 82.734001
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.001756 1.000000 fi:0.116907. Ave ac:0.002571,0.003486
Initialization: 5.749000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.986000
Kernel 1: 0.024000
Kernel 2: 80.232002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000752 1.000000 fi:0.121125. Ave ac:0.002675,0.003941
Initialization: 5.814000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.906000
Kernel 1: 0.024000
Kernel 2: 80.865997
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.000752 1.000000 fi:0.123950. Ave ac:0.002689,0.003767
Initialization: 5.643000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.970000
Kernel 1: 0.024000
Kernel 2: 80.045998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001756 1.000000 fi:0.117944. Ave ac:0.002668,0.003727
Initialization: 5.760000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.977000
Kernel 1: 0.024000
Kernel 2: 80.141998
Copyback: 0.018000
Sum: 0.040000
It 24,Best ac:0.000752 1.000000 fi:0.121299. Ave ac:0.003173,0.004505
Initialization: 5.704000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.998000
Kernel 1: 0.024000
Kernel 2: 78.186996
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.001003 1.000000 fi:0.120832. Ave ac:0.002677,0.004690
Initialization: 5.759000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.989000
Kernel 1: 0.024000
Kernel 2: 79.018997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.002007 1.000000 fi:0.117621. Ave ac:0.002701,0.004759
Initialization: 5.784000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.964000
Kernel 1: 0.024000
Kernel 2: 79.098000
Copyback: 0.018000
Sum: 0.029000
It 27,Best ac:0.001003 1.000000 fi:0.118409. Ave ac:0.002426,0.003875
Initialization: 5.743000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.014000
Kernel 1: 0.024000
Kernel 2: 78.416000
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.000752 1.000000 fi:0.118923. Ave ac:0.003002,0.005368
Initialization: 5.759000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.984000
Kernel 1: 0.023000
Kernel 2: 78.272003
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001254 1.000000 fi:0.117997. Ave ac:0.003371,0.006676
MDL Theory Length Weight: 0.6507495936 (10)
Initialization: 5.634000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.316000
Kernel 1: 0.023000
Kernel 2: 79.516998
Copyback: 0.016000
Sum: 0.030000
It 30,Best ac:0.001003 1.000000 fi:0.112749. Ave ac:0.002985,0.005440
Initialization: 5.756000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.963000
Kernel 1: 0.024000
Kernel 2: 79.735001
Copyback: 0.019000
Sum: 0.035000
It 31,Best ac:0.000752 1.000000 fi:0.115248. Ave ac:0.002401,0.004347
Initialization: 5.745000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.973000
Kernel 1: 0.024000
Kernel 2: 78.109001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.002007 1.000000 fi:0.115487. Ave ac:0.002325,0.004940
Initialization: 5.766000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.018000
Kernel 1: 0.023000
Kernel 2: 78.028000
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001254 1.000000 fi:0.116173. Ave ac:0.003349,0.006020
Initialization: 26.740999
Memcpy Instances: 477.145996
Memcpy Classifiers: 0.075000
Kernel 1: 0.025000
Kernel 2: 516.767029
Copyback: 0.016000
Sum: 0.021000
Memcpy Classifiers: 0.109000
Kernel 1: 0.023000
Kernel 2: 513.911011
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 495.875000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.021000
Kernel 2: 514.939026
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 524.760986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 520.127991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 505.177002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 509.817993
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 510.792999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 507.705994
Copyback: 0.020000
Sum: 0.005000
It 34,Best ac:0.000958 0.634551 fi:0.482024. Ave ac:0.002761,0.009041
Best acc 0.000958 0.634551
Rule:Att PSSM_-4_6 is [<-0.931463]|Att PSSM_-4_11 is [<4.793236]|Att PSSM_-3_5 is [-3.799044,5.799044]|Att PSSM_0_1 is [>0.596569]|Att PSSM_0_3 is [<1.188810]|Att PSSM_0_7 is [<-3.738616]|Att PSSM_0_16 is [-0.973725,2.851160]|Att PSSM_1_5 is [<6.997633]|1
Accuracy : 0.781212
0	1	
155902	8178	
43158	27400	
Removed 299 instances. 199060 Instances left. Acc of rule 0.000973-0.648829
Initialization: 5.951000
Memcpy Classifiers: 0.559000
Memcpy Instances: 11.372000
Kernel 1: 0.026000
Kernel 2: 99.722000
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005084 accuracy2:0.221345
Initialization: 6.360000
Memcpy Classifiers: 0.904000
Memcpy Instances: 10.503000
Kernel 1: 0.024000
Kernel 2: 98.988998
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.000754 0.750000 fi:0.349985. Ave ac:0.004951,0.010133
Initialization: 6.446000
Memcpy Classifiers: 0.872000
Memcpy Instances: 11.915000
Kernel 1: 0.027000
Kernel 2: 96.883003
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.000753 0.750000 fi:0.349985. Ave ac:0.004809,0.008571
Initialization: 8.047000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.775000
Kernel 1: 0.023000
Kernel 2: 95.190002
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.004774,0.007448
Initialization: 7.404000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.414000
Kernel 1: 0.028000
Kernel 2: 96.057999
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.005068,0.009423
Initialization: 8.172000
Memcpy Classifiers: 0.591000
Memcpy Instances: 9.891000
Kernel 1: 0.024000
Kernel 2: 94.317001
Copyback: 0.054000
Sum: 0.043000
It 4,Best ac:0.002010 0.888889 fi:0.210515. Ave ac:0.004222,0.005795
Initialization: 6.619000
Memcpy Classifiers: 0.454000
Memcpy Instances: 10.758000
Kernel 1: 0.023000
Kernel 2: 92.592003
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.004810,0.007859
Initialization: 7.135000
Memcpy Classifiers: 0.786000
Memcpy Instances: 8.134000
Kernel 1: 0.024000
Kernel 2: 92.174004
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.003846,0.007311
Initialization: 6.005000
Memcpy Classifiers: 0.607000
Memcpy Instances: 11.609000
Kernel 1: 0.023000
Kernel 2: 91.646004
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001256 1.000000 fi:0.099752. Ave ac:0.003240,0.005076
Initialization: 7.273000
Memcpy Classifiers: 0.776000
Memcpy Instances: 11.205000
Kernel 1: 0.026000
Kernel 2: 93.281998
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.002757,0.003884
Initialization: 8.335000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.969000
Kernel 1: 0.024000
Kernel 2: 89.189003
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001256 1.000000 fi:0.099753. Ave ac:0.002383,0.005243
Iteration 10:MDL fitness activated
Error 0.099753 TL 0.043497
MDL Theory Length Weight: 0.7644451104 (3)
Initialization: 5.728000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.973000
Kernel 1: 0.024000
Kernel 2: 89.032997
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000754 1.000000 fi:0.134517. Ave ac:0.003656,0.005811
Initialization: 5.682000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.971000
Kernel 1: 0.024000
Kernel 2: 92.277000
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.001005 1.000000 fi:0.113913. Ave ac:0.003269,0.007776
Initialization: 5.698000
Memcpy Classifiers: 0.423000
Memcpy Instances: 7.962000
Kernel 1: 0.024000
Kernel 2: 88.695000
Copyback: 0.016000
Sum: 0.031000
It 12,Best ac:0.001005 1.000000 fi:0.116527. Ave ac:0.002995,0.005151
Initialization: 5.753000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.966000
Kernel 1: 0.024000
Kernel 2: 91.348999
Copyback: 0.019000
Sum: 0.038000
It 13,Best ac:0.001758 0.777778 fi:0.348160. Ave ac:0.003135,0.005972
Initialization: 5.718000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.989000
Kernel 1: 0.024000
Kernel 2: 89.116997
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000754 1.000000 fi:0.129443. Ave ac:0.003556,0.007072
Initialization: 6.360000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.772000
Kernel 1: 0.024000
Kernel 2: 89.780998
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.000754 1.000000 fi:0.123400. Ave ac:0.003525,0.008666
Initialization: 6.414000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.009000
Kernel 1: 0.023000
Kernel 2: 84.958000
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.000754 1.000000 fi:0.123424. Ave ac:0.004396,0.008513
Initialization: 5.672000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.841000
Kernel 1: 0.033000
Kernel 2: 86.367996
Copyback: 0.018000
Sum: 0.035000
It 17,Best ac:0.001005 1.000000 fi:0.127499. Ave ac:0.003738,0.007204
Initialization: 5.801000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.013000
Kernel 1: 0.024000
Kernel 2: 87.514000
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000754 1.000000 fi:0.123400. Ave ac:0.003564,0.006736
Initialization: 6.231000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.980000
Kernel 1: 0.024000
Kernel 2: 88.593002
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001005 1.000000 fi:0.114649. Ave ac:0.004096,0.007633
Initialization: 5.758000
Memcpy Classifiers: 0.437000
Memcpy Instances: 7.973000
Kernel 1: 0.024000
Kernel 2: 90.130997
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.000754 1.000000 fi:0.116218. Ave ac:0.003410,0.006781
MDL Theory Length Weight: 0.6880005993 (10)
Initialization: 5.714000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.001000
Kernel 1: 0.024000
Kernel 2: 90.248001
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.002512 1.000000 fi:0.115013. Ave ac:0.004137,0.007676
Initialization: 5.723000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.966000
Kernel 1: 0.023000
Kernel 2: 91.765999
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.000754 1.000000 fi:0.114475. Ave ac:0.003820,0.007394
Initialization: 5.763000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.979000
Kernel 1: 0.024000
Kernel 2: 86.727997
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.001005 1.000000 fi:0.120301. Ave ac:0.003162,0.007003
Initialization: 5.733000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.992000
Kernel 1: 0.024000
Kernel 2: 83.754997
Copyback: 0.016000
Sum: 0.032000
It 24,Best ac:0.001758 1.000000 fi:0.113899. Ave ac:0.003791,0.009409
Initialization: 5.724000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.973000
Kernel 1: 0.023000
Kernel 2: 85.040001
Copyback: 0.016000
Sum: 0.034000
It 25,Best ac:0.000754 1.000000 fi:0.112985. Ave ac:0.003405,0.008717
Initialization: 5.692000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.007000
Kernel 1: 0.024000
Kernel 2: 86.617996
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000754 1.000000 fi:0.118880. Ave ac:0.003841,0.011522
Initialization: 5.771000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.967000
Kernel 1: 0.023000
Kernel 2: 86.153000
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001507 1.000000 fi:0.113134. Ave ac:0.004324,0.009877
Initialization: 5.709000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.965000
Kernel 1: 0.024000
Kernel 2: 85.146004
Copyback: 0.016000
Sum: 0.028000
It 28,Best ac:0.000754 1.000000 fi:0.112950. Ave ac:0.002864,0.005020
Initialization: 5.686000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.966000
Kernel 1: 0.024000
Kernel 2: 81.455002
Copyback: 0.016000
Sum: 0.027000
It 29,Best ac:0.001507 1.000000 fi:0.111478. Ave ac:0.003174,0.007227
Initialization: 5.704000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.000000
Kernel 1: 0.023000
Kernel 2: 80.162003
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000754 1.000000 fi:0.115944. Ave ac:0.002361,0.003703
Initialization: 5.705000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.978000
Kernel 1: 0.024000
Kernel 2: 78.853996
Copyback: 0.016000
Sum: 0.028000
It 31,Best ac:0.001005 1.000000 fi:0.114531. Ave ac:0.002457,0.003878
Initialization: 5.719000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.954000
Kernel 1: 0.023000
Kernel 2: 80.278000
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.000754 1.000000 fi:0.112143. Ave ac:0.003886,0.011782
Initialization: 5.788000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.978000
Kernel 1: 0.023000
Kernel 2: 78.291000
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001005 1.000000 fi:0.114031. Ave ac:0.002381,0.004651
Initialization: 27.136999
Memcpy Instances: 488.937988
Memcpy Classifiers: 0.076000
Kernel 1: 0.025000
Kernel 2: 523.767029
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 499.613007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 501.428009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 497.332001
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 513.901001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 513.000000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 493.037994
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.109000
Kernel 1: 0.022000
Kernel 2: 509.415985
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.109000
Kernel 1: 0.021000
Kernel 2: 520.280029
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.120000
Kernel 1: 0.016000
Kernel 2: 447.747009
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000789 0.682609 fi:0.431970. Ave ac:0.003500,0.012088
Best acc 0.000789 0.682609
Initialization: 7.911000
Memcpy Classifiers: 0.539000
Memcpy Instances: 11.177000
Kernel 1: 0.035000
Kernel 2: 98.491997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005359 accuracy2:0.211863
Initialization: 7.110000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.006000
Kernel 1: 0.023000
Kernel 2: 99.328003
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.006410,0.013024
Initialization: 7.605000
Memcpy Classifiers: 0.904000
Memcpy Instances: 10.946000
Kernel 1: 0.024000
Kernel 2: 99.150002
Copyback: 0.018000
Sum: 0.036000
It 1,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.006016,0.010969
Initialization: 5.761000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.953000
Kernel 1: 0.024000
Kernel 2: 97.521004
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.005005,0.008834
Initialization: 7.433000
Memcpy Classifiers: 0.880000
Memcpy Instances: 12.126000
Kernel 1: 0.026000
Kernel 2: 94.154999
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001256 1.000000 fi:0.099752. Ave ac:0.004838,0.008265
Initialization: 6.841000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.058000
Kernel 1: 0.023000
Kernel 2: 90.859001
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001005 0.800000 fi:0.299869. Ave ac:0.003404,0.005627
Initialization: 6.866000
Memcpy Classifiers: 0.673000
Memcpy Instances: 10.222000
Kernel 1: 0.024000
Kernel 2: 89.889999
Copyback: 0.018000
Sum: 0.040000
It 5,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.003224,0.004927
Initialization: 8.053000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.325000
Kernel 1: 0.023000
Kernel 2: 92.433998
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.001256 1.000000 fi:0.099752. Ave ac:0.003408,0.005436
Initialization: 6.813000
Memcpy Classifiers: 0.557000
Memcpy Instances: 10.509000
Kernel 1: 0.033000
Kernel 2: 90.063004
Copyback: 0.018000
Sum: 0.037000
It 7,Best ac:0.002010 1.000000 fi:0.099404. Ave ac:0.003010,0.005135
Initialization: 7.318000
Memcpy Classifiers: 0.715000
Memcpy Instances: 9.340000
Kernel 1: 0.032000
Kernel 2: 87.336998
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.001005 1.000000 fi:0.099869. Ave ac:0.003387,0.006936
Initialization: 6.043000
Memcpy Classifiers: 0.469000
Memcpy Instances: 12.938000
Kernel 1: 0.026000
Kernel 2: 87.318001
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.000754 1.000000 fi:0.099985. Ave ac:0.003252,0.005224
Iteration 10:MDL fitness activated
Error 0.099985 TL 0.032344
MDL Theory Length Weight: 1.0304309672 (3)
Initialization: 5.836000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.148000
Kernel 1: 0.022000
Kernel 2: 90.336998
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.002260 0.818182 fi:0.323347. Ave ac:0.002936,0.004698
Initialization: 7.099000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.970000
Kernel 1: 0.024000
Kernel 2: 87.132004
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.001256 1.000000 fi:0.141861. Ave ac:0.003317,0.006654
Initialization: 6.769000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.501000
Kernel 1: 0.024000
Kernel 2: 88.521004
Copyback: 0.019000
Sum: 0.039000
It 12,Best ac:0.001256 1.000000 fi:0.128015. Ave ac:0.003603,0.006486
Initialization: 7.811000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.468000
Kernel 1: 0.027000
Kernel 2: 87.571999
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.000754 1.000000 fi:0.134919. Ave ac:0.003195,0.005877
Initialization: 5.794000
Memcpy Classifiers: 0.525000
Memcpy Instances: 7.953000
Kernel 1: 0.024000
Kernel 2: 87.337997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.000754 1.000000 fi:0.139058. Ave ac:0.002052,0.003315
Initialization: 6.030000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.062000
Kernel 1: 0.023000
Kernel 2: 88.035004
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.000754 1.000000 fi:0.122825. Ave ac:0.003026,0.005272
Initialization: 6.473000
Memcpy Classifiers: 0.491000
Memcpy Instances: 11.423000
Kernel 1: 0.024000
Kernel 2: 90.565002
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.000754 1.000000 fi:0.127148. Ave ac:0.003470,0.006319
Initialization: 5.746000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.960000
Kernel 1: 0.023000
Kernel 2: 90.538002
Copyback: 0.018000
Sum: 0.039000
It 17,Best ac:0.001005 1.000000 fi:0.123306. Ave ac:0.002964,0.004447
Initialization: 6.799000
Memcpy Classifiers: 0.528000
Memcpy Instances: 7.965000
Kernel 1: 0.023000
Kernel 2: 89.728996
Copyback: 0.018000
Sum: 0.041000
It 18,Best ac:0.000754 1.000000 fi:0.128480. Ave ac:0.003109,0.004430
Initialization: 7.937000
Memcpy Classifiers: 0.839000
Memcpy Instances: 11.159000
Kernel 1: 0.024000
Kernel 2: 88.523003
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.000754 1.000000 fi:0.129297. Ave ac:0.002831,0.004338
Initialization: 7.403000
Memcpy Classifiers: 0.614000
Memcpy Instances: 9.068000
Kernel 1: 0.033000
Kernel 2: 88.605003
Copyback: 0.018000
Sum: 0.040000
It 20,Best ac:0.001005 1.000000 fi:0.127028. Ave ac:0.003187,0.006729
Initialization: 5.780000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.006000
Kernel 1: 0.024000
Kernel 2: 87.689003
Copyback: 0.370000
Sum: 0.038000
It 21,Best ac:0.001758 1.000000 fi:0.132682. Ave ac:0.002638,0.004306
Initialization: 7.546000
Memcpy Classifiers: 0.904000
Memcpy Instances: 12.010000
Kernel 1: 0.023000
Kernel 2: 86.591003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000753 1.000000 fi:0.123422. Ave ac:0.003208,0.005847
Initialization: 5.727000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.122000
Kernel 1: 0.032000
Kernel 2: 85.306000
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.000753 1.000000 fi:0.124051. Ave ac:0.002453,0.003723
Initialization: 5.801000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.972000
Kernel 1: 0.025000
Kernel 2: 86.884003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.000754 1.000000 fi:0.125179. Ave ac:0.002426,0.004564
MDL Theory Length Weight: 0.9273878705 (10)
Initialization: 6.705000
Memcpy Classifiers: 0.525000
Memcpy Instances: 7.957000
Kernel 1: 0.024000
Kernel 2: 84.235001
Copyback: 0.017000
Sum: 0.040000
It 25,Best ac:0.000754 1.000000 fi:0.125730. Ave ac:0.002734,0.004285
Initialization: 5.755000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.330000
Kernel 1: 0.024000
Kernel 2: 85.871002
Copyback: 0.018000
Sum: 0.038000
It 26,Best ac:0.000753 1.000000 fi:0.124429. Ave ac:0.003064,0.005392
Initialization: 7.110000
Memcpy Classifiers: 0.739000
Memcpy Instances: 9.482000
Kernel 1: 0.033000
Kernel 2: 84.762001
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.001507 1.000000 fi:0.125086. Ave ac:0.003626,0.006200
Initialization: 5.741000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.006000
Kernel 1: 0.023000
Kernel 2: 86.107002
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000754 1.000000 fi:0.132521. Ave ac:0.002855,0.004917
Initialization: 5.740000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.956000
Kernel 1: 0.024000
Kernel 2: 87.274002
Copyback: 0.018000
Sum: 0.039000
It 29,Best ac:0.001507 1.000000 fi:0.129707. Ave ac:0.002661,0.003912
Initialization: 5.700000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.964000
Kernel 1: 0.024000
Kernel 2: 86.279999
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.000754 1.000000 fi:0.130554. Ave ac:0.003111,0.004562
Initialization: 5.763000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.978000
Kernel 1: 0.023000
Kernel 2: 84.625000
Copyback: 0.016000
Sum: 0.027000
It 31,Best ac:0.001005 1.000000 fi:0.124893. Ave ac:0.002635,0.005394
Initialization: 5.732000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.986000
Kernel 1: 0.024000
Kernel 2: 85.518997
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.001005 1.000000 fi:0.120105. Ave ac:0.002970,0.004357
Initialization: 5.733000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.999000
Kernel 1: 0.023000
Kernel 2: 87.281998
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001005 1.000000 fi:0.121043. Ave ac:0.003208,0.004202
Initialization: 27.131001
Memcpy Instances: 387.712006
Memcpy Classifiers: 0.080000
Kernel 1: 0.027000
Kernel 2: 555.215027
Copyback: 0.014000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 557.361023
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 568.742004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 562.681030
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.011000
Kernel 2: 566.366028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 573.179016
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 562.260010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 570.913025
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 561.539001
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.011000
Kernel 2: 482.842010
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000794 0.629482 fi:0.490721. Ave ac:0.003349,0.010863
Best acc 0.000794 0.629482
Rule:Att PSSM_0_4 is [<-0.011513]|Att PSSM_0_6 is [-5.826083,-4.561357]|Att PSSM_0_8 is [<0.962419]|Att PSSM_0_11 is [>5.018725]|Att PSSM_1_12 is [<4.181579]|Att PSSM_1_15 is [-6.987385,-1.012615]|Att PSSM_2_2 is [<5.122237]|1
Accuracy : 0.781570
0	1	
155829	8251	
43001	27557	
Removed 230 instances. 198830 Instances left. Acc of rule 0.000789-0.682609
Initialization: 5.763000
Memcpy Classifiers: 0.626000
Memcpy Instances: 7.958000
Kernel 1: 0.026000
Kernel 2: 97.991997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005267 accuracy2:0.219709
Initialization: 5.802000
Memcpy Classifiers: 0.525000
Memcpy Instances: 7.955000
Kernel 1: 0.024000
Kernel 2: 97.744003
Copyback: 0.017000
Sum: 0.042000
It 0,Best ac:0.001006 0.800000 fi:0.299867. Ave ac:0.005497,0.010409
Initialization: 5.799000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.975000
Kernel 1: 0.023000
Kernel 2: 98.424004
Copyback: 0.016000
Sum: 0.031000
It 1,Best ac:0.000755 1.000000 fi:0.099984. Ave ac:0.005469,0.008562
Initialization: 5.700000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.952000
Kernel 1: 0.023000
Kernel 2: 97.363998
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000755 1.000000 fi:0.099984. Ave ac:0.004613,0.007450
Initialization: 5.780000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.976000
Kernel 1: 0.023000
Kernel 2: 99.652000
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.001257 1.000000 fi:0.099750. Ave ac:0.004505,0.006605
Initialization: 5.701000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.042000
Kernel 1: 0.023000
Kernel 2: 100.696999
Copyback: 0.017000
Sum: 0.026000
It 4,Best ac:0.002263 0.818182 fi:0.281102. Ave ac:0.004050,0.006024
Initialization: 5.840000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.962000
Kernel 1: 0.024000
Kernel 2: 99.185997
Copyback: 0.018000
Sum: 0.037000
It 5,Best ac:0.001257 1.000000 fi:0.099750. Ave ac:0.003542,0.006908
Initialization: 5.723000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.817000
Kernel 1: 0.031000
Kernel 2: 97.376999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001257 1.000000 fi:0.099750. Ave ac:0.003957,0.006775
Initialization: 5.714000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.011000
Kernel 1: 0.032000
Kernel 2: 96.407997
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.001006 1.000000 fi:0.099867. Ave ac:0.003178,0.006920
Initialization: 6.280000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.726000
Kernel 1: 0.032000
Kernel 2: 96.775002
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001760 1.000000 fi:0.099517. Ave ac:0.003310,0.005675
Initialization: 5.679000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.973000
Kernel 1: 0.024000
Kernel 2: 99.222000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001258 1.000000 fi:0.099750. Ave ac:0.003204,0.006147
Iteration 10:MDL fitness activated
Error 0.099750 TL 0.034627
MDL Theory Length Weight: 0.9602361138 (2)
Initialization: 5.751000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.978000
Kernel 1: 0.023000
Kernel 2: 98.455002
Copyback: 0.018000
Sum: 0.039000
It 10,Best ac:0.001006 1.000000 fi:0.135068. Ave ac:0.003556,0.007679
Initialization: 7.802000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.529000
Kernel 1: 0.023000
Kernel 2: 97.847000
Copyback: 0.018000
Sum: 0.038000
It 11,Best ac:0.001006 1.000000 fi:0.143307. Ave ac:0.003339,0.007173
Initialization: 5.817000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.947000
Kernel 1: 0.025000
Kernel 2: 100.860001
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001257 1.000000 fi:0.126723. Ave ac:0.002876,0.004852
Initialization: 6.825000
Memcpy Classifiers: 0.850000
Memcpy Instances: 12.022000
Kernel 1: 0.023000
Kernel 2: 97.527000
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.000754 1.000000 fi:0.128061. Ave ac:0.003313,0.005240
Initialization: 5.743000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.970000
Kernel 1: 0.023000
Kernel 2: 95.808998
Copyback: 0.018000
Sum: 0.037000
It 14,Best ac:0.001509 1.000000 fi:0.125550. Ave ac:0.003431,0.005184
Initialization: 6.840000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.207000
Kernel 1: 0.023000
Kernel 2: 93.399002
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001258 1.000000 fi:0.127157. Ave ac:0.002374,0.003386
Initialization: 6.869000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.041000
Kernel 1: 0.022000
Kernel 2: 98.111000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000755 1.000000 fi:0.129761. Ave ac:0.002085,0.003351
Initialization: 7.778000
Memcpy Classifiers: 0.640000
Memcpy Instances: 9.058000
Kernel 1: 0.204000
Kernel 2: 96.867996
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001006 1.000000 fi:0.126388. Ave ac:0.001871,0.003383
Initialization: 5.772000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.955000
Kernel 1: 0.024000
Kernel 2: 99.634003
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001006 1.000000 fi:0.124487. Ave ac:0.002166,0.003420
Initialization: 6.569000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.280000
Kernel 1: 0.023000
Kernel 2: 99.666000
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001006 1.000000 fi:0.124294. Ave ac:0.001888,0.003595
Initialization: 5.883000
Memcpy Classifiers: 0.447000
Memcpy Instances: 10.575000
Kernel 1: 0.023000
Kernel 2: 97.852997
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001509 1.000000 fi:0.129301. Ave ac:0.002268,0.003041
Initialization: 6.117000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.977000
Kernel 1: 0.023000
Kernel 2: 91.472000
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.001006 1.000000 fi:0.124409. Ave ac:0.001535,0.002826
Initialization: 7.521000
Memcpy Classifiers: 0.681000
Memcpy Instances: 10.524000
Kernel 1: 0.022000
Kernel 2: 90.434998
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001006 1.000000 fi:0.128778. Ave ac:0.001915,0.002816
Initialization: 7.589000
Memcpy Classifiers: 0.680000
Memcpy Instances: 9.522000
Kernel 1: 0.032000
Kernel 2: 87.750999
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.000755 1.000000 fi:0.121565. Ave ac:0.002998,0.004702
Initialization: 5.716000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.992000
Kernel 1: 0.023000
Kernel 2: 90.433998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001257 1.000000 fi:0.130030. Ave ac:0.001992,0.002677
Initialization: 6.100000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.293000
Kernel 1: 0.026000
Kernel 2: 86.918999
Copyback: 0.018000
Sum: 0.030000
It 25,Best ac:0.001006 1.000000 fi:0.127523. Ave ac:0.002184,0.003569
Initialization: 7.134000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.056000
Kernel 1: 0.033000
Kernel 2: 87.910004
Copyback: 0.017000
Sum: 0.040000
It 26,Best ac:0.000754 1.000000 fi:0.125228. Ave ac:0.002101,0.002692
Initialization: 7.727000
Memcpy Classifiers: 0.616000
Memcpy Instances: 11.923000
Kernel 1: 0.026000
Kernel 2: 85.831001
Copyback: 0.370000
Sum: 0.034000
It 27,Best ac:0.001006 1.000000 fi:0.121847. Ave ac:0.001931,0.003061
Initialization: 6.797000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.264000
Kernel 1: 0.032000
Kernel 2: 84.357002
Copyback: 0.018000
Sum: 0.045000
It 28,Best ac:0.000754 1.000000 fi:0.124526. Ave ac:0.002911,0.004692
Initialization: 6.040000
Memcpy Classifiers: 0.616000
Memcpy Instances: 10.849000
Kernel 1: 0.024000
Kernel 2: 83.429001
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001006 1.000000 fi:0.121865. Ave ac:0.002420,0.003654
Initialization: 5.804000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.962000
Kernel 1: 0.022000
Kernel 2: 82.573997
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000755 1.000000 fi:0.124526. Ave ac:0.002258,0.004281
Initialization: 5.778000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.952000
Kernel 1: 0.024000
Kernel 2: 83.203003
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001257 1.000000 fi:0.120179. Ave ac:0.002581,0.004668
Initialization: 7.432000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.962000
Kernel 1: 0.023000
Kernel 2: 82.163002
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001509 1.000000 fi:0.120889. Ave ac:0.002256,0.004749
Initialization: 5.922000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.227000
Kernel 1: 0.023000
Kernel 2: 84.863998
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.001509 1.000000 fi:0.120280. Ave ac:0.001746,0.002759
Initialization: 27.436001
Memcpy Instances: 470.179993
Memcpy Classifiers: 0.098000
Kernel 1: 0.024000
Kernel 2: 541.237000
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 550.599976
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 551.793030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 552.898987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 547.776001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 553.346985
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 545.939026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 545.549011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 541.867004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 471.433014
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.001016 0.629283 fi:0.498235. Ave ac:0.002103,0.007083
Best acc 0.001016 0.629283
Initialization: 6.028000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.961000
Kernel 1: 0.025000
Kernel 2: 98.939003
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004769 accuracy2:0.217347
Initialization: 5.823000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.962000
Kernel 1: 0.025000
Kernel 2: 96.820999
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.000754 1.000000 fi:0.099984. Ave ac:0.004659,0.008345
Initialization: 5.686000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.988000
Kernel 1: 0.024000
Kernel 2: 99.642998
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001509 0.750000 fi:0.349634. Ave ac:0.005498,0.008915
Initialization: 5.691000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.953000
Kernel 1: 0.024000
Kernel 2: 96.911003
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001509 0.750000 fi:0.349634. Ave ac:0.004907,0.008781
Initialization: 5.623000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.980000
Kernel 1: 0.024000
Kernel 2: 98.114998
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.000754 1.000000 fi:0.099984. Ave ac:0.004851,0.007998
Initialization: 5.818000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.950000
Kernel 1: 0.023000
Kernel 2: 97.300003
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.001006 1.000000 fi:0.099867. Ave ac:0.004657,0.007277
Initialization: 5.726000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.978000
Kernel 1: 0.024000
Kernel 2: 98.257004
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001006 0.800000 fi:0.299867. Ave ac:0.004292,0.006561
Initialization: 5.701000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.972000
Kernel 1: 0.024000
Kernel 2: 97.800003
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.000755 1.000000 fi:0.099984. Ave ac:0.004251,0.006339
Initialization: 6.882000
Memcpy Classifiers: 0.777000
Memcpy Instances: 10.319000
Kernel 1: 0.024000
Kernel 2: 96.971001
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001006 1.000000 fi:0.099867. Ave ac:0.005081,0.006803
Initialization: 5.752000
Memcpy Classifiers: 0.538000
Memcpy Instances: 10.893000
Kernel 1: 0.024000
Kernel 2: 98.221001
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001006 1.000000 fi:0.099867. Ave ac:0.004255,0.005623
Initialization: 7.449000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.961000
Kernel 1: 0.023000
Kernel 2: 94.702003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001509 1.000000 fi:0.099634. Ave ac:0.003514,0.004635
Iteration 10:MDL fitness activated
Error 0.099634 TL 0.034831
MDL Theory Length Weight: 0.9534869101 (1)
Initialization: 5.808000
Memcpy Classifiers: 0.476000
Memcpy Instances: 7.951000
Kernel 1: 0.023000
Kernel 2: 93.414001
Copyback: 0.018000
Sum: 0.034000
It 10,Best ac:0.001006 1.000000 fi:0.127820. Ave ac:0.002869,0.004168
Initialization: 5.671000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.992000
Kernel 1: 0.023000
Kernel 2: 90.946999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.001006 1.000000 fi:0.134434. Ave ac:0.002897,0.004366
Initialization: 5.722000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.956000
Kernel 1: 0.023000
Kernel 2: 93.061996
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001006 1.000000 fi:0.136845. Ave ac:0.003109,0.004769
Initialization: 6.429000
Memcpy Classifiers: 0.646000
Memcpy Instances: 10.255000
Kernel 1: 0.023000
Kernel 2: 92.598999
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.001006 1.000000 fi:0.132439. Ave ac:0.002717,0.004633
Initialization: 6.099000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.050000
Kernel 1: 0.023000
Kernel 2: 92.663002
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.000754 1.000000 fi:0.136962. Ave ac:0.004028,0.006075
Initialization: 7.104000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.939000
Kernel 1: 0.023000
Kernel 2: 92.597000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000755 1.000000 fi:0.131660. Ave ac:0.002893,0.004620
Initialization: 8.112000
Memcpy Classifiers: 0.693000
Memcpy Instances: 9.930000
Kernel 1: 0.032000
Kernel 2: 92.625999
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.000755 1.000000 fi:0.135452. Ave ac:0.003435,0.006611
Initialization: 8.204000
Memcpy Classifiers: 0.647000
Memcpy Instances: 10.389000
Kernel 1: 0.025000
Kernel 2: 93.130997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001006 1.000000 fi:0.134457. Ave ac:0.003050,0.006314
Initialization: 5.745000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.987000
Kernel 1: 0.023000
Kernel 2: 93.472000
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001760 1.000000 fi:0.127038. Ave ac:0.002805,0.005935
Initialization: 5.709000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.976000
Kernel 1: 0.023000
Kernel 2: 93.475998
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001257 1.000000 fi:0.127633. Ave ac:0.002640,0.004228
Initialization: 5.693000
Memcpy Classifiers: 0.440000
Memcpy Instances: 11.649000
Kernel 1: 0.026000
Kernel 2: 90.986000
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000754 1.000000 fi:0.124909. Ave ac:0.002835,0.005144
Initialization: 5.760000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.966000
Kernel 1: 0.023000
Kernel 2: 91.496002
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000754 1.000000 fi:0.122161. Ave ac:0.002725,0.004863
Initialization: 6.102000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.808000
Kernel 1: 0.026000
Kernel 2: 91.983002
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000755 1.000000 fi:0.122161. Ave ac:0.002480,0.004337
Initialization: 5.995000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.776000
Kernel 1: 0.024000
Kernel 2: 91.260002
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000754 1.000000 fi:0.125171. Ave ac:0.002806,0.008157
Initialization: 8.652000
Memcpy Classifiers: 0.627000
Memcpy Instances: 10.100000
Kernel 1: 0.024000
Kernel 2: 95.000999
Copyback: 0.018000
Sum: 0.036000
It 24,Best ac:0.001006 1.000000 fi:0.130319. Ave ac:0.002892,0.004380
Initialization: 6.127000
Memcpy Classifiers: 0.451000
Memcpy Instances: 12.255000
Kernel 1: 0.026000
Kernel 2: 93.435997
Copyback: 0.018000
Sum: 0.038000
It 25,Best ac:0.000755 1.000000 fi:0.130747. Ave ac:0.002408,0.003400
Initialization: 6.423000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.647000
Kernel 1: 0.032000
Kernel 2: 92.403999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000755 1.000000 fi:0.125171. Ave ac:0.002420,0.003690
Initialization: 7.794000
Memcpy Classifiers: 0.433000
Memcpy Instances: 12.396000
Kernel 1: 0.026000
Kernel 2: 94.602997
Copyback: 0.018000
Sum: 0.036000
It 27,Best ac:0.001258 1.000000 fi:0.127839. Ave ac:0.003278,0.005460
Initialization: 6.495000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.584000
Kernel 1: 0.032000
Kernel 2: 94.043999
Copyback: 0.019000
Sum: 0.033000
It 28,Best ac:0.000754 1.000000 fi:0.134242. Ave ac:0.002840,0.004373
Initialization: 5.880000
Memcpy Classifiers: 0.440000
Memcpy Instances: 8.057000
Kernel 1: 0.023000
Kernel 2: 96.639999
Copyback: 0.016000
Sum: 0.029000
It 29,Best ac:0.001509 1.000000 fi:0.125721. Ave ac:0.002533,0.003617
Initialization: 6.857000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.684000
Kernel 1: 0.028000
Kernel 2: 94.919998
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.000755 1.000000 fi:0.129511. Ave ac:0.002797,0.005189
MDL Theory Length Weight: 0.8581382191 (10)
Initialization: 7.706000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.021000
Kernel 1: 0.023000
Kernel 2: 95.209000
Copyback: 0.018000
Sum: 0.041000
It 31,Best ac:0.000755 1.000000 fi:0.120655. Ave ac:0.002239,0.004111
Initialization: 6.694000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.961000
Kernel 1: 0.024000
Kernel 2: 98.862999
Copyback: 0.019000
Sum: 0.037000
It 32,Best ac:0.001006 1.000000 fi:0.120994. Ave ac:0.002769,0.006472
Initialization: 5.745000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.985000
Kernel 1: 0.023000
Kernel 2: 95.722000
Copyback: 0.016000
Sum: 0.031000
It 33,Best ac:0.000755 1.000000 fi:0.125549. Ave ac:0.002368,0.004673
Initialization: 29.746000
Memcpy Instances: 395.315002
Memcpy Classifiers: 0.083000
Kernel 1: 0.027000
Kernel 2: 575.526978
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 589.945984
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 590.304016
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 574.711975
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.080000
Kernel 1: 0.017000
Kernel 2: 576.622009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 573.434998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 561.044983
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 588.434021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 592.112976
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.080000
Kernel 1: 0.015000
Kernel 2: 495.988007
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000810 0.659836 fi:0.461249. Ave ac:0.002427,0.008052
Best acc 0.000810 0.659836
Rule:Att PSSM_-1_5 is [-3.494150,6.480575]|Att PSSM_0_5 is [0.451871,7.634414]|Att PSSM_0_6 is [<-2.987110]|Att PSSM_0_12 is [<-1.946195]|Att PSSM_3_6 is [<-1.143534]|Att PSSM_4_6 is [-6.264673,-1.735327]|Att PSSM_4_15 is [-4.687136,2.170441]|1
Accuracy : 0.781902
0	1	
155746	8334	
42840	27718	
Removed 244 instances. 198586 Instances left. Acc of rule 0.000810-0.659836
Initialization: 5.880000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.959000
Kernel 1: 0.024000
Kernel 2: 97.855003
Copyback: 0.016000
Sum: 0.039000
Initial population average accuracy1:0.004511 accuracy2:0.195554
Initialization: 5.670000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.966000
Kernel 1: 0.024000
Kernel 2: 97.763000
Copyback: 0.017000
Sum: 0.041000
It 0,Best ac:0.000755 0.600000 fi:0.499982. Ave ac:0.005597,0.010668
Initialization: 5.707000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.946000
Kernel 1: 0.024000
Kernel 2: 99.250999
Copyback: 0.016000
Sum: 0.030000
It 1,Best ac:0.001007 0.800000 fi:0.299865. Ave ac:0.005425,0.011148
Initialization: 5.709000
Memcpy Classifiers: 0.565000
Memcpy Instances: 7.961000
Kernel 1: 0.024000
Kernel 2: 99.639000
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.002266 0.750000 fi:0.349280. Ave ac:0.004781,0.009023
Initialization: 5.702000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.967000
Kernel 1: 0.024000
Kernel 2: 98.182999
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.001511 1.000000 fi:0.099631. Ave ac:0.004198,0.007105
Initialization: 5.802000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.988000
Kernel 1: 0.022000
Kernel 2: 95.518997
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000755 1.000000 fi:0.099982. Ave ac:0.003138,0.005764
Initialization: 7.217000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.948000
Kernel 1: 0.023000
Kernel 2: 96.593002
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000755 1.000000 fi:0.099982. Ave ac:0.003159,0.004818
Initialization: 5.747000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.269000
Kernel 1: 0.023000
Kernel 2: 93.672997
Copyback: 0.018000
Sum: 0.044000
It 6,Best ac:0.001259 1.000000 fi:0.099748. Ave ac:0.003247,0.006054
Initialization: 5.757000
Memcpy Classifiers: 0.422000
Memcpy Instances: 7.981000
Kernel 1: 0.024000
Kernel 2: 91.921997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001259 1.000000 fi:0.099748. Ave ac:0.002564,0.005477
Initialization: 5.693000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.832000
Kernel 1: 0.023000
Kernel 2: 92.587997
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.000504 1.000000 fi:0.368404. Ave ac:0.002057,0.004831
Initialization: 5.771000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.932000
Kernel 1: 0.024000
Kernel 2: 92.357002
Copyback: 0.019000
Sum: 0.035000
It 9,Best ac:0.000755 1.000000 fi:0.099982. Ave ac:0.003328,0.006572
Iteration 10:MDL fitness activated
Error 0.099982 TL 0.034656
MDL Theory Length Weight: 0.9616534395 (7)
Initialization: 6.231000
Memcpy Classifiers: 0.711000
Memcpy Instances: 12.222000
Kernel 1: 0.026000
Kernel 2: 88.498001
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000755 1.000000 fi:0.132750. Ave ac:0.002526,0.003473
Initialization: 5.745000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.656000
Kernel 1: 0.032000
Kernel 2: 93.749001
Copyback: 0.018000
Sum: 0.038000
It 11,Best ac:0.000755 1.000000 fi:0.131725. Ave ac:0.003063,0.004494
Initialization: 5.681000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.769000
Kernel 1: 0.023000
Kernel 2: 92.420998
Copyback: 0.018000
Sum: 0.039000
It 12,Best ac:0.001259 1.000000 fi:0.128779. Ave ac:0.002724,0.005530
Initialization: 7.847000
Memcpy Classifiers: 0.775000
Memcpy Instances: 8.126000
Kernel 1: 0.025000
Kernel 2: 93.636002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000755 1.000000 fi:0.124963. Ave ac:0.003154,0.006577
Initialization: 6.252000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.931000
Kernel 1: 0.025000
Kernel 2: 92.825996
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001007 1.000000 fi:0.123696. Ave ac:0.002431,0.005691
Initialization: 5.734000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.950000
Kernel 1: 0.023000
Kernel 2: 90.628998
Copyback: 0.016000
Sum: 0.031000
It 15,Best ac:0.002015 1.000000 fi:0.123227. Ave ac:0.003156,0.009725
Initialization: 5.733000
Memcpy Classifiers: 0.422000
Memcpy Instances: 7.978000
Kernel 1: 0.023000
Kernel 2: 89.260002
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.001007 1.000000 fi:0.134424. Ave ac:0.002844,0.007009
Initialization: 5.737000
Memcpy Classifiers: 0.440000
Memcpy Instances: 7.949000
Kernel 1: 0.023000
Kernel 2: 93.017998
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.000755 1.000000 fi:0.123814. Ave ac:0.002318,0.003988
Initialization: 5.742000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.989000
Kernel 1: 0.023000
Kernel 2: 87.223999
Copyback: 0.017000
Sum: 0.036000
It 18,Best ac:0.000755 1.000000 fi:0.127948. Ave ac:0.003078,0.007907
Initialization: 5.720000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.946000
Kernel 1: 0.024000
Kernel 2: 88.535004
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001007 1.000000 fi:0.125620. Ave ac:0.003661,0.007284
Initialization: 5.694000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.947000
Kernel 1: 0.024000
Kernel 2: 88.599998
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001007 1.000000 fi:0.143384. Ave ac:0.003370,0.006680
Initialization: 5.663000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.964000
Kernel 1: 0.023000
Kernel 2: 90.788002
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000755 1.000000 fi:0.129287. Ave ac:0.002416,0.006257
Initialization: 7.536000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.244000
Kernel 1: 0.023000
Kernel 2: 97.498001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001259 1.000000 fi:0.121854. Ave ac:0.003416,0.007089
Initialization: 6.601000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.119000
Kernel 1: 0.023000
Kernel 2: 96.355003
Copyback: 0.020000
Sum: 0.030000
It 23,Best ac:0.001007 1.000000 fi:0.120338. Ave ac:0.003091,0.007344
Initialization: 5.780000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.170000
Kernel 1: 0.024000
Kernel 2: 96.208000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.000755 1.000000 fi:0.117418. Ave ac:0.002465,0.006038
Initialization: 5.758000
Memcpy Classifiers: 0.576000
Memcpy Instances: 10.103000
Kernel 1: 0.023000
Kernel 2: 97.648003
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001007 1.000000 fi:0.117914. Ave ac:0.002350,0.005461
Initialization: 5.748000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.976000
Kernel 1: 0.031000
Kernel 2: 99.214996
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.000755 1.000000 fi:0.124497. Ave ac:0.003441,0.006669
Initialization: 5.686000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.965000
Kernel 1: 0.024000
Kernel 2: 96.502998
Copyback: 0.016000
Sum: 0.027000
It 27,Best ac:0.000755 1.000000 fi:0.117926. Ave ac:0.002209,0.004283
Initialization: 5.739000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.943000
Kernel 1: 0.024000
Kernel 2: 96.491997
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.000755 1.000000 fi:0.117925. Ave ac:0.001949,0.005006
Initialization: 5.700000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.970000
Kernel 1: 0.024000
Kernel 2: 100.861000
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.000755 1.000000 fi:0.119762. Ave ac:0.001905,0.005927
Initialization: 5.696000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.949000
Kernel 1: 0.024000
Kernel 2: 100.431999
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.001007 1.000000 fi:0.119980. Ave ac:0.001403,0.003005
Initialization: 5.682000
Memcpy Classifiers: 0.389000
Memcpy Instances: 7.945000
Kernel 1: 0.023000
Kernel 2: 97.906998
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.000755 1.000000 fi:0.123052. Ave ac:0.001704,0.002145
Initialization: 5.733000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.941000
Kernel 1: 0.024000
Kernel 2: 94.844002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000755 1.000000 fi:0.118239. Ave ac:0.001459,0.004749
Initialization: 5.689000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.948000
Kernel 1: 0.023000
Kernel 2: 98.273003
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.000755 1.000000 fi:0.122858. Ave ac:0.001437,0.005174
MDL Theory Length Weight: 0.8654880956 (10)
Initialization: 27.132999
Memcpy Instances: 386.326996
Memcpy Classifiers: 0.081000
Kernel 1: 0.028000
Kernel 2: 628.674988
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 614.780029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 615.580994
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.011000
Kernel 2: 601.294006
Copyback: 0.017000
Sum: 0.005000
Memcpy Classifiers: 0.079000
Kernel 1: 0.017000
Kernel 2: 602.346985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 641.564026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 627.265991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 616.146973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 628.742981
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.011000
Kernel 2: 505.765015
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001057 0.580110 fi:0.542214. Ave ac:0.002307,0.008084
Best acc 0.001057 0.580110
Initialization: 5.622000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.941000
Kernel 1: 0.027000
Kernel 2: 97.712997
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005631 accuracy2:0.213080
Initialization: 5.716000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.954000
Kernel 1: 0.024000
Kernel 2: 96.372002
Copyback: 0.016000
Sum: 0.049000
It 0,Best ac:0.000755 0.750000 fi:0.349982. Ave ac:0.005783,0.010533
Initialization: 5.832000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.621000
Kernel 1: 0.032000
Kernel 2: 98.522003
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.000756 0.750000 fi:0.349982. Ave ac:0.005496,0.010075
Initialization: 6.772000
Memcpy Classifiers: 0.872000
Memcpy Instances: 9.579000
Kernel 1: 0.023000
Kernel 2: 97.880997
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000755 1.000000 fi:0.099982. Ave ac:0.004576,0.008020
Initialization: 5.584000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.961000
Kernel 1: 0.024000
Kernel 2: 99.515999
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001007 1.000000 fi:0.099865. Ave ac:0.005259,0.009332
Initialization: 5.730000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.932000
Kernel 1: 0.024000
Kernel 2: 98.119003
Copyback: 0.016000
Sum: 0.025000
It 4,Best ac:0.002014 0.888889 fi:0.210508. Ave ac:0.004893,0.008842
Initialization: 7.306000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.955000
Kernel 1: 0.024000
Kernel 2: 96.778000
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001511 1.000000 fi:0.099631. Ave ac:0.005256,0.010420
Initialization: 7.190000
Memcpy Classifiers: 0.690000
Memcpy Instances: 8.751000
Kernel 1: 0.023000
Kernel 2: 94.569000
Copyback: 0.018000
Sum: 0.037000
It 6,Best ac:0.001259 1.000000 fi:0.099748. Ave ac:0.004713,0.007496
Initialization: 6.188000
Memcpy Classifiers: 0.505000
Memcpy Instances: 12.511000
Kernel 1: 0.023000
Kernel 2: 93.481003
Copyback: 0.371000
Sum: 0.033000
It 7,Best ac:0.001511 1.000000 fi:0.099630. Ave ac:0.004344,0.007673
Initialization: 8.215000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.142000
Kernel 1: 0.031000
Kernel 2: 94.482002
Copyback: 0.017000
Sum: 0.039000
It 8,Best ac:0.001007 1.000000 fi:0.099865. Ave ac:0.003911,0.006032
Initialization: 8.108000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.237000
Kernel 1: 0.023000
Kernel 2: 90.285004
Copyback: 0.016000
Sum: 0.029000
It 9,Best ac:0.000755 1.000000 fi:0.099982. Ave ac:0.003491,0.006230
Iteration 10:MDL fitness activated
Error 0.099982 TL 0.046167
MDL Theory Length Weight: 0.7218824503 (3)
Initialization: 7.648000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.947000
Kernel 1: 0.023000
Kernel 2: 93.151001
Copyback: 0.018000
Sum: 0.035000
It 10,Best ac:0.000755 1.000000 fi:0.123566. Ave ac:0.003676,0.006418
Initialization: 5.772000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.930000
Kernel 1: 0.023000
Kernel 2: 90.440002
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.000755 1.000000 fi:0.128931. Ave ac:0.003871,0.007053
Initialization: 5.677000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.008000
Kernel 1: 0.023000
Kernel 2: 92.386002
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001007 1.000000 fi:0.131721. Ave ac:0.003612,0.007657
Initialization: 5.752000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.757000
Kernel 1: 0.032000
Kernel 2: 93.433998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.000755 1.000000 fi:0.127987. Ave ac:0.003919,0.007982
Initialization: 5.837000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.934000
Kernel 1: 0.024000
Kernel 2: 93.964996
Copyback: 0.018000
Sum: 0.038000
It 14,Best ac:0.001259 1.000000 fi:0.131221. Ave ac:0.002889,0.004689
Initialization: 7.327000
Memcpy Classifiers: 0.624000
Memcpy Instances: 9.618000
Kernel 1: 0.020000
Kernel 2: 91.801003
Copyback: 0.016000
Sum: 0.030000
It 15,Best ac:0.001007 1.000000 fi:0.119924. Ave ac:0.003088,0.006099
Initialization: 5.693000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.977000
Kernel 1: 0.023000
Kernel 2: 89.031998
Copyback: 0.018000
Sum: 0.041000
It 16,Best ac:0.000755 1.000000 fi:0.120509. Ave ac:0.002358,0.003769
Initialization: 5.929000
Memcpy Classifiers: 0.519000
Memcpy Instances: 11.156000
Kernel 1: 0.024000
Kernel 2: 87.445000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001259 1.000000 fi:0.126706. Ave ac:0.002698,0.004039
Initialization: 7.486000
Memcpy Classifiers: 0.590000
Memcpy Instances: 9.619000
Kernel 1: 0.024000
Kernel 2: 91.625000
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001259 1.000000 fi:0.116884. Ave ac:0.002600,0.003739
Initialization: 7.039000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.962000
Kernel 1: 0.024000
Kernel 2: 88.390999
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001259 1.000000 fi:0.119469. Ave ac:0.002470,0.003258
Initialization: 5.783000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.961000
Kernel 1: 0.025000
Kernel 2: 89.551003
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001007 1.000000 fi:0.119924. Ave ac:0.002113,0.003428
Initialization: 5.785000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.955000
Kernel 1: 0.023000
Kernel 2: 89.191002
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000755 1.000000 fi:0.122809. Ave ac:0.002093,0.003457
Initialization: 5.741000
Memcpy Classifiers: 0.502000
Memcpy Instances: 7.984000
Kernel 1: 0.024000
Kernel 2: 89.213997
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000755 1.000000 fi:0.120301. Ave ac:0.001549,0.002894
Initialization: 7.473000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.935000
Kernel 1: 0.023000
Kernel 2: 88.320999
Copyback: 0.016000
Sum: 0.026000
It 23,Best ac:0.000755 1.000000 fi:0.119317. Ave ac:0.002241,0.004650
Initialization: 5.690000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.959000
Kernel 1: 0.024000
Kernel 2: 89.338997
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000755 1.000000 fi:0.118672. Ave ac:0.001553,0.002223
Initialization: 7.374000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.936000
Kernel 1: 0.023000
Kernel 2: 90.143997
Copyback: 0.018000
Sum: 0.038000
It 25,Best ac:0.000755 1.000000 fi:0.114130. Ave ac:0.001865,0.002838
Initialization: 5.740000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.157000
Kernel 1: 0.027000
Kernel 2: 90.954002
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001259 1.000000 fi:0.127258. Ave ac:0.001770,0.002798
Initialization: 5.764000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.935000
Kernel 1: 0.025000
Kernel 2: 88.914001
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.001007 1.000000 fi:0.119958. Ave ac:0.001841,0.003231
Initialization: 6.580000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.879000
Kernel 1: 0.023000
Kernel 2: 89.738998
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000755 1.000000 fi:0.126218. Ave ac:0.001734,0.003155
Initialization: 6.303000
Memcpy Classifiers: 0.775000
Memcpy Instances: 9.085000
Kernel 1: 0.024000
Kernel 2: 90.987999
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000755 1.000000 fi:0.125153. Ave ac:0.001796,0.002888
Initialization: 6.351000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.187000
Kernel 1: 0.023000
Kernel 2: 91.299004
Copyback: 0.018000
Sum: 0.033000
It 30,Best ac:0.001763 1.000000 fi:0.122870. Ave ac:0.001783,0.002911
Initialization: 7.002000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.934000
Kernel 1: 0.024000
Kernel 2: 92.633003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.000755 1.000000 fi:0.121485. Ave ac:0.002046,0.003269
Initialization: 5.741000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.416000
Kernel 1: 0.033000
Kernel 2: 90.190002
Copyback: 0.017000
Sum: 0.037000
It 32,Best ac:0.001007 1.000000 fi:0.119958. Ave ac:0.002400,0.004442
Initialization: 6.666000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.985000
Kernel 1: 0.023000
Kernel 2: 91.550003
Copyback: 0.018000
Sum: 0.034000
It 33,Best ac:0.000755 1.000000 fi:0.117037. Ave ac:0.002552,0.003661
Initialization: 31.660000
Memcpy Instances: 392.437988
Memcpy Classifiers: 0.084000
Kernel 1: 0.028000
Kernel 2: 571.224976
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 578.672974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 565.093018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 580.905029
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 581.286011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 583.958984
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.011000
Kernel 2: 580.429016
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 598.065979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 571.101013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.011000
Kernel 2: 504.079987
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001012 0.616564 fi:0.506655. Ave ac:0.002023,0.006641
Best acc 0.001012 0.616564
Rule:Att PSSM_-1_7 is [<-0.058061]|Att PSSM_-1_11 is [-4.071775,4.344302]|Att PSSM_0_7 is [<-2.665430]|Att PSSM_0_9 is [-6.357138,6.504893]|Att PSSM_0_13 is [-3.617894,1.617894]|Att PSSM_1_9 is [<-1.670137]|Att PSSM_1_11 is [-1.415017,5.836279]|Att PSSM_1_12 is [-6.764006,-1.235995]|Att PSSM_1_14 is [<3.744360]|Att PSSM_2_13 is [0.761104,5.296141]|Att PSSM_2_19 is [<5.098991]|1
Accuracy : 0.782226
0	1	
155621	8459	
42639	27919	
Removed 326 instances. 198260 Instances left. Acc of rule 0.001012-0.616564
Initialization: 5.688000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.941000
Kernel 1: 0.025000
Kernel 2: 97.000000
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005535 accuracy2:0.213321
Initialization: 5.707000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.937000
Kernel 1: 0.024000
Kernel 2: 100.435997
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.000756 1.000000 fi:0.099981. Ave ac:0.006024,0.011068
Initialization: 5.671000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.941000
Kernel 1: 0.024000
Kernel 2: 96.602997
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.000504 1.000000 fi:0.365442. Ave ac:0.005745,0.009529
Initialization: 5.761000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.949000
Kernel 1: 0.023000
Kernel 2: 95.348000
Copyback: 0.017000
Sum: 0.027000
It 2,Best ac:0.001009 1.000000 fi:0.099863. Ave ac:0.004978,0.009613
Initialization: 5.728000
Memcpy Classifiers: 0.509000
Memcpy Instances: 7.955000
Kernel 1: 0.022000
Kernel 2: 95.342003
Copyback: 0.018000
Sum: 0.036000
It 3,Best ac:0.001513 1.000000 fi:0.099628. Ave ac:0.003862,0.007742
Initialization: 5.740000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.945000
Kernel 1: 0.024000
Kernel 2: 96.375000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001009 1.000000 fi:0.099863. Ave ac:0.003918,0.007185
Initialization: 5.728000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.916000
Kernel 1: 0.025000
Kernel 2: 90.850998
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001261 0.833333 fi:0.266412. Ave ac:0.003570,0.006679
Initialization: 5.738000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.922000
Kernel 1: 0.023000
Kernel 2: 88.518997
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.001261 0.833333 fi:0.266412. Ave ac:0.003806,0.007288
Initialization: 5.739000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.916000
Kernel 1: 0.024000
Kernel 2: 88.339996
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001261 1.000000 fi:0.099745. Ave ac:0.004730,0.008220
Initialization: 5.771000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.945000
Kernel 1: 0.023000
Kernel 2: 86.342003
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001513 0.857143 fi:0.242485. Ave ac:0.003831,0.006800
Initialization: 5.693000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.927000
Kernel 1: 0.024000
Kernel 2: 89.109001
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001009 1.000000 fi:0.099863. Ave ac:0.004363,0.008311
Iteration 10:MDL fitness activated
Error 0.099863 TL 0.051939
MDL Theory Length Weight: 0.6408989664 (7)
Initialization: 5.768000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.930000
Kernel 1: 0.024000
Kernel 2: 85.389999
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.000757 1.000000 fi:0.117278. Ave ac:0.004763,0.008955
Initialization: 5.731000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.920000
Kernel 1: 0.025000
Kernel 2: 87.893997
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000756 1.000000 fi:0.117374. Ave ac:0.003672,0.006383
Initialization: 5.703000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.913000
Kernel 1: 0.024000
Kernel 2: 86.925003
Copyback: 0.371000
Sum: 0.031000
It 12,Best ac:0.001009 1.000000 fi:0.133587. Ave ac:0.003097,0.005287
Initialization: 5.769000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.918000
Kernel 1: 0.024000
Kernel 2: 86.348999
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001261 1.000000 fi:0.113384. Ave ac:0.003820,0.006622
Initialization: 5.734000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.914000
Kernel 1: 0.024000
Kernel 2: 83.377998
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.000757 1.000000 fi:0.120422. Ave ac:0.002968,0.005319
Initialization: 5.715000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.933000
Kernel 1: 0.024000
Kernel 2: 84.772003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001009 1.000000 fi:0.119919. Ave ac:0.003309,0.006148
Initialization: 5.683000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.963000
Kernel 1: 0.024000
Kernel 2: 84.591003
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001009 1.000000 fi:0.117731. Ave ac:0.002808,0.003775
Initialization: 5.719000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.942000
Kernel 1: 0.024000
Kernel 2: 86.019997
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000756 1.000000 fi:0.113620. Ave ac:0.003257,0.004559
Initialization: 5.722000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.945000
Kernel 1: 0.023000
Kernel 2: 85.004997
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000757 1.000000 fi:0.120935. Ave ac:0.002056,0.003025
Initialization: 5.732000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.965000
Kernel 1: 0.023000
Kernel 2: 86.081001
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001009 1.000000 fi:0.119844. Ave ac:0.002701,0.004903
Initialization: 5.693000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.941000
Kernel 1: 0.022000
Kernel 2: 85.350998
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.000757 1.000000 fi:0.124443. Ave ac:0.002932,0.004085
Initialization: 5.738000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.955000
Kernel 1: 0.025000
Kernel 2: 86.130997
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000756 1.000000 fi:0.121969. Ave ac:0.002880,0.006325
Initialization: 5.672000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.944000
Kernel 1: 0.024000
Kernel 2: 83.580002
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.000757 1.000000 fi:0.117492. Ave ac:0.002737,0.003780
MDL Theory Length Weight: 0.5768090698 (10)
Initialization: 5.693000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.929000
Kernel 1: 0.023000
Kernel 2: 85.682999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000756 1.000000 fi:0.121392. Ave ac:0.002183,0.003312
Initialization: 5.711000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.938000
Kernel 1: 0.024000
Kernel 2: 85.926003
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001009 1.000000 fi:0.120896. Ave ac:0.002288,0.003287
Initialization: 5.756000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.940000
Kernel 1: 0.023000
Kernel 2: 81.438004
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.000757 1.000000 fi:0.111196. Ave ac:0.002091,0.003204
Initialization: 5.738000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.931000
Kernel 1: 0.024000
Kernel 2: 83.682999
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001261 1.000000 fi:0.117095. Ave ac:0.001924,0.003292
Initialization: 5.754000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.933000
Kernel 1: 0.024000
Kernel 2: 80.820000
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.000757 1.000000 fi:0.115635. Ave ac:0.001925,0.002772
Initialization: 5.668000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.919000
Kernel 1: 0.023000
Kernel 2: 81.042000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001009 1.000000 fi:0.113695. Ave ac:0.002383,0.003529
Initialization: 5.687000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.946000
Kernel 1: 0.023000
Kernel 2: 82.257004
Copyback: 0.016000
Sum: 0.029000
It 29,Best ac:0.000756 1.000000 fi:0.112342. Ave ac:0.001927,0.002539
Initialization: 5.714000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.937000
Kernel 1: 0.024000
Kernel 2: 79.969002
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001261 1.000000 fi:0.110961. Ave ac:0.001801,0.002543
Initialization: 5.627000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.928000
Kernel 1: 0.024000
Kernel 2: 81.302002
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.000756 1.000000 fi:0.115741. Ave ac:0.002121,0.003445
Initialization: 5.900000
Memcpy Classifiers: 0.431000
Memcpy Instances: 7.944000
Kernel 1: 0.023000
Kernel 2: 79.816002
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.000757 1.000000 fi:0.111533. Ave ac:0.001785,0.002850
Initialization: 5.757000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.917000
Kernel 1: 0.025000
Kernel 2: 78.144997
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.000757 1.000000 fi:0.113060. Ave ac:0.001606,0.002443
Initialization: 26.995001
Memcpy Instances: 385.701996
Memcpy Classifiers: 0.091000
Kernel 1: 0.028000
Kernel 2: 517.258972
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 503.816010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 499.778992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.011000
Kernel 2: 506.139008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 516.715027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 513.447998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 514.700989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 529.328003
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 504.716003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.084000
Kernel 1: 0.012000
Kernel 2: 452.545013
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.002038 0.628305 fi:0.484158. Ave ac:0.002448,0.009007
Best acc 0.002038 0.628305
Initialization: 5.700000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.937000
Kernel 1: 0.026000
Kernel 2: 98.866997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004734 accuracy2:0.204861
Initialization: 5.744000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.932000
Kernel 1: 0.024000
Kernel 2: 100.473999
Copyback: 0.017000
Sum: 0.041000
It 0,Best ac:0.001009 1.000000 fi:0.099863. Ave ac:0.005689,0.010017
Initialization: 5.708000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.940000
Kernel 1: 0.024000
Kernel 2: 95.636002
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000757 1.000000 fi:0.099980. Ave ac:0.005380,0.009597
Initialization: 5.715000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.929000
Kernel 1: 0.023000
Kernel 2: 96.017998
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001513 1.000000 fi:0.099628. Ave ac:0.004781,0.008680
Initialization: 5.681000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.921000
Kernel 1: 0.024000
Kernel 2: 92.849998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000757 1.000000 fi:0.099981. Ave ac:0.003903,0.008005
Initialization: 5.694000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.935000
Kernel 1: 0.023000
Kernel 2: 90.929001
Copyback: 0.016000
Sum: 0.033000
It 4,Best ac:0.001261 1.000000 fi:0.099745. Ave ac:0.004264,0.008594
Initialization: 5.810000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.918000
Kernel 1: 0.023000
Kernel 2: 95.514999
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001261 1.000000 fi:0.099746. Ave ac:0.003968,0.008314
Initialization: 5.759000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.946000
Kernel 1: 0.022000
Kernel 2: 93.632004
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001513 0.857143 fi:0.242485. Ave ac:0.003499,0.006582
Initialization: 5.649000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.949000
Kernel 1: 0.023000
Kernel 2: 92.998001
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001514 1.000000 fi:0.099627. Ave ac:0.003533,0.005777
Initialization: 5.679000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.972000
Kernel 1: 0.023000
Kernel 2: 94.105003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.000757 1.000000 fi:0.099980. Ave ac:0.003876,0.006305
Initialization: 5.700000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.940000
Kernel 1: 0.023000
Kernel 2: 90.933998
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001261 1.000000 fi:0.099746. Ave ac:0.003339,0.005528
Iteration 10:MDL fitness activated
Error 0.099746 TL 0.035912
MDL Theory Length Weight: 0.9258273670 (3)
Initialization: 5.750000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.938000
Kernel 1: 0.024000
Kernel 2: 94.036003
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.000757 1.000000 fi:0.128481. Ave ac:0.002748,0.005559
Initialization: 5.682000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.934000
Kernel 1: 0.024000
Kernel 2: 90.686996
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001009 1.000000 fi:0.128364. Ave ac:0.002282,0.003447
Initialization: 5.745000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.941000
Kernel 1: 0.023000
Kernel 2: 91.501999
Copyback: 0.016000
Sum: 0.031000
It 12,Best ac:0.000757 1.000000 fi:0.126565. Ave ac:0.002252,0.004044
Initialization: 5.674000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.917000
Kernel 1: 0.024000
Kernel 2: 92.352997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001765 1.000000 fi:0.128380. Ave ac:0.002739,0.004603
Initialization: 5.687000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.963000
Kernel 1: 0.023000
Kernel 2: 91.639999
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.000757 1.000000 fi:0.126051. Ave ac:0.002282,0.003339
Initialization: 5.695000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.947000
Kernel 1: 0.024000
Kernel 2: 90.190002
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001513 0.857143 fi:0.272799. Ave ac:0.002507,0.004105
Initialization: 5.646000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.954000
Kernel 1: 0.024000
Kernel 2: 90.393997
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.001513 1.000000 fi:0.126486. Ave ac:0.003113,0.004643
Initialization: 5.696000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.916000
Kernel 1: 0.024000
Kernel 2: 85.889999
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000757 1.000000 fi:0.129202. Ave ac:0.002970,0.005535
Initialization: 5.727000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.918000
Kernel 1: 0.024000
Kernel 2: 89.875999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001009 1.000000 fi:0.125299. Ave ac:0.002432,0.003416
Initialization: 5.745000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.941000
Kernel 1: 0.023000
Kernel 2: 89.292000
Copyback: 0.016000
Sum: 0.027000
It 19,Best ac:0.001009 1.000000 fi:0.125933. Ave ac:0.002468,0.003526
Initialization: 5.704000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.933000
Kernel 1: 0.024000
Kernel 2: 84.880997
Copyback: 0.016000
Sum: 0.032000
It 20,Best ac:0.000757 1.000000 fi:0.128905. Ave ac:0.002243,0.004132
Initialization: 5.697000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.947000
Kernel 1: 0.023000
Kernel 2: 82.686996
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.001009 1.000000 fi:0.131550. Ave ac:0.002089,0.004230
Initialization: 5.712000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.932000
Kernel 1: 0.024000
Kernel 2: 84.512001
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000756 1.000000 fi:0.128780. Ave ac:0.002450,0.003643
Initialization: 5.706000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.919000
Kernel 1: 0.025000
Kernel 2: 80.236000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000757 1.000000 fi:0.122938. Ave ac:0.001944,0.003522
Initialization: 5.705000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.931000
Kernel 1: 0.024000
Kernel 2: 78.567001
Copyback: 0.016000
Sum: 0.037000
It 24,Best ac:0.001009 1.000000 fi:0.120369. Ave ac:0.002032,0.002963
Initialization: 5.672000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.119000
Kernel 1: 0.024000
Kernel 2: 79.436996
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.001009 1.000000 fi:0.125933. Ave ac:0.001684,0.002345
Initialization: 5.771000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.930000
Kernel 1: 0.023000
Kernel 2: 75.257004
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.001261 1.000000 fi:0.122094. Ave ac:0.001537,0.002035
Initialization: 5.752000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.918000
Kernel 1: 0.024000
Kernel 2: 71.898003
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000757 1.000000 fi:0.121670. Ave ac:0.001203,0.002141
Initialization: 5.793000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.932000
Kernel 1: 0.025000
Kernel 2: 72.412003
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001009 1.000000 fi:0.124277. Ave ac:0.002125,0.002940
Initialization: 5.783000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.952000
Kernel 1: 0.023000
Kernel 2: 70.781998
Copyback: 0.016000
Sum: 0.030000
It 29,Best ac:0.000757 1.000000 fi:0.125791. Ave ac:0.001323,0.002336
Initialization: 5.796000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.319000
Kernel 1: 0.033000
Kernel 2: 72.111000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001009 1.000000 fi:0.123433. Ave ac:0.002297,0.003478
Initialization: 7.180000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.325000
Kernel 1: 0.025000
Kernel 2: 72.318001
Copyback: 0.019000
Sum: 0.034000
It 31,Best ac:0.001009 1.000000 fi:0.124772. Ave ac:0.002471,0.005100
Initialization: 5.701000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.941000
Kernel 1: 0.024000
Kernel 2: 73.440002
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001261 1.000000 fi:0.125519. Ave ac:0.003103,0.008136
Initialization: 5.750000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.918000
Kernel 1: 0.023000
Kernel 2: 71.813004
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001261 1.000000 fi:0.118431. Ave ac:0.002567,0.004178
Initialization: 26.513000
Memcpy Instances: 385.681000
Memcpy Classifiers: 0.077000
Kernel 1: 0.026000
Kernel 2: 477.755005
Copyback: 0.369000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 475.105011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 475.881012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 468.329010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 461.368011
Copyback: 0.013000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.011000
Kernel 2: 481.734009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 471.657990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 459.812012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 485.199005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 421.214996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000706 0.669856 fi:0.468392. Ave ac:0.002369,0.007961
Best acc 0.000706 0.669856
Rule:Att PSSM_-3_7 is [-4.715893,-3.837400]|Att PSSM_-2_8 is [<1.918079]|Att PSSM_-2_12 is [-6.034720,-1.965280]|Att PSSM_-2_17 is [<1.859726]|Att PSSM_-1_10 is [>-0.252574]|Att PSSM_0_2 is [<-2.964510]|Att PSSM_0_7 is [<-0.655213]|Att PSSM_1_11 is [<2.917131]|Att PSSM_3_12 is [-6.562143,-1.437857]|1
Accuracy : 0.782529
0	1	
155552	8528	
42499	28059	
Removed 209 instances. 198051 Instances left. Acc of rule 0.000706-0.669856
Initialization: 5.982000
Memcpy Classifiers: 0.523000
Memcpy Instances: 10.386000
Kernel 1: 0.024000
Kernel 2: 97.526001
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005452 accuracy2:0.205133
Initialization: 6.078000
Memcpy Classifiers: 0.539000
Memcpy Instances: 10.593000
Kernel 1: 0.032000
Kernel 2: 97.106003
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.001767 1.000000 fi:0.099507. Ave ac:0.006392,0.011018
Initialization: 6.590000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.953000
Kernel 1: 0.023000
Kernel 2: 98.334000
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001010 0.800000 fi:0.299861. Ave ac:0.005272,0.008311
Initialization: 6.624000
Memcpy Classifiers: 0.707000
Memcpy Instances: 10.209000
Kernel 1: 0.023000
Kernel 2: 94.959999
Copyback: 0.018000
Sum: 0.044000
It 2,Best ac:0.001767 0.777778 fi:0.321730. Ave ac:0.004970,0.009159
Initialization: 6.133000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.447000
Kernel 1: 0.031000
Kernel 2: 93.271004
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001010 1.000000 fi:0.099861. Ave ac:0.003786,0.008005
Initialization: 6.531000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.931000
Kernel 1: 0.057000
Kernel 2: 89.917000
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000757 1.000000 fi:0.099980. Ave ac:0.003353,0.005855
Initialization: 7.850000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.688000
Kernel 1: 0.032000
Kernel 2: 88.810997
Copyback: 0.018000
Sum: 0.039000
It 5,Best ac:0.001262 0.833333 fi:0.266410. Ave ac:0.003341,0.005940
Initialization: 7.709000
Memcpy Classifiers: 0.694000
Memcpy Instances: 10.396000
Kernel 1: 0.024000
Kernel 2: 90.643997
Copyback: 0.018000
Sum: 0.043000
It 6,Best ac:0.000757 1.000000 fi:0.099980. Ave ac:0.004164,0.007407
Initialization: 8.311000
Memcpy Classifiers: 0.712000
Memcpy Instances: 8.464000
Kernel 1: 0.032000
Kernel 2: 87.697998
Copyback: 0.018000
Sum: 0.033000
It 7,Best ac:0.001515 1.000000 fi:0.099625. Ave ac:0.003904,0.008976
Initialization: 6.153000
Memcpy Classifiers: 0.430000
Memcpy Instances: 11.590000
Kernel 1: 0.032000
Kernel 2: 87.167000
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001010 1.000000 fi:0.099861. Ave ac:0.003459,0.006519
Initialization: 5.761000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.139000
Kernel 1: 0.026000
Kernel 2: 86.807999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.000757 1.000000 fi:0.099980. Ave ac:0.004213,0.007070
Iteration 10:MDL fitness activated
Error 0.099980 TL 0.025222
MDL Theory Length Weight: 1.1892085367 (10)
Initialization: 8.365000
Memcpy Classifiers: 0.621000
Memcpy Instances: 11.297000
Kernel 1: 0.025000
Kernel 2: 86.980003
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.001767 0.875000 fi:0.271185. Ave ac:0.004357,0.006908
Initialization: 7.431000
Memcpy Classifiers: 0.680000
Memcpy Instances: 12.225000
Kernel 1: 0.027000
Kernel 2: 85.898003
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.000757 1.000000 fi:0.134851. Ave ac:0.004155,0.007429
Initialization: 6.598000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.154000
Kernel 1: 0.022000
Kernel 2: 86.930000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000757 1.000000 fi:0.132751. Ave ac:0.004355,0.008075
Initialization: 5.727000
Memcpy Classifiers: 0.395000
Memcpy Instances: 8.341000
Kernel 1: 0.032000
Kernel 2: 84.681000
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000757 1.000000 fi:0.132339. Ave ac:0.004366,0.010887
Initialization: 6.769000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.126000
Kernel 1: 0.026000
Kernel 2: 86.653000
Copyback: 0.018000
Sum: 0.042000
It 14,Best ac:0.001010 1.000000 fi:0.132633. Ave ac:0.004116,0.007989
Initialization: 7.396000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.590000
Kernel 1: 0.031000
Kernel 2: 83.112000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001262 1.000000 fi:0.138734. Ave ac:0.004268,0.008406
Initialization: 6.169000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.232000
Kernel 1: 0.033000
Kernel 2: 83.598000
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001010 1.000000 fi:0.129989. Ave ac:0.004100,0.008502
Initialization: 5.731000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.943000
Kernel 1: 0.024000
Kernel 2: 84.446999
Copyback: 0.018000
Sum: 0.030000
It 17,Best ac:0.001010 1.000000 fi:0.129227. Ave ac:0.003438,0.007166
Initialization: 5.719000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.908000
Kernel 1: 0.024000
Kernel 2: 87.422997
Copyback: 0.017000
Sum: 0.024000
It 18,Best ac:0.000757 1.000000 fi:0.138111. Ave ac:0.002520,0.004212
Initialization: 5.718000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.907000
Kernel 1: 0.025000
Kernel 2: 87.357002
Copyback: 0.018000
Sum: 0.036000
It 19,Best ac:0.001262 1.000000 fi:0.128940. Ave ac:0.003069,0.005398
Initialization: 6.955000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.929000
Kernel 1: 0.024000
Kernel 2: 87.862999
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.000757 1.000000 fi:0.133607. Ave ac:0.002748,0.004555
Initialization: 7.741000
Memcpy Classifiers: 0.380000
Memcpy Instances: 11.623000
Kernel 1: 0.023000
Kernel 2: 89.831001
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000757 1.000000 fi:0.131202. Ave ac:0.003031,0.005810
Initialization: 5.684000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.924000
Kernel 1: 0.023000
Kernel 2: 91.969002
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000757 1.000000 fi:0.127063. Ave ac:0.001896,0.004076
Initialization: 5.695000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.933000
Kernel 1: 0.024000
Kernel 2: 91.651001
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000757 1.000000 fi:0.134413. Ave ac:0.002877,0.004780
Initialization: 5.802000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.755000
Kernel 1: 0.024000
Kernel 2: 90.080002
Copyback: 0.019000
Sum: 0.036000
It 24,Best ac:0.001010 1.000000 fi:0.132633. Ave ac:0.002367,0.004686
Initialization: 5.801000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.908000
Kernel 1: 0.024000
Kernel 2: 88.373001
Copyback: 0.017000
Sum: 0.037000
It 25,Best ac:0.001010 1.000000 fi:0.146252. Ave ac:0.003272,0.006198
Initialization: 5.730000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.915000
Kernel 1: 0.024000
Kernel 2: 87.488998
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001010 1.000000 fi:0.129623. Ave ac:0.004299,0.010907
Initialization: 8.346000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.827000
Kernel 1: 0.032000
Kernel 2: 86.856003
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.001262 1.000000 fi:0.128134. Ave ac:0.003258,0.007573
Initialization: 5.769000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.868000
Kernel 1: 0.023000
Kernel 2: 86.700996
Copyback: 0.018000
Sum: 0.035000
It 28,Best ac:0.001515 1.000000 fi:0.123872. Ave ac:0.002981,0.006494
Initialization: 6.403000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.976000
Kernel 1: 0.024000
Kernel 2: 88.622002
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.000757 1.000000 fi:0.130769. Ave ac:0.004054,0.007752
Initialization: 7.403000
Memcpy Classifiers: 0.416000
Memcpy Instances: 12.046000
Kernel 1: 0.023000
Kernel 2: 86.793999
Copyback: 0.018000
Sum: 0.035000
It 30,Best ac:0.000757 1.000000 fi:0.123882. Ave ac:0.002794,0.005496
Initialization: 5.763000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.917000
Kernel 1: 0.024000
Kernel 2: 84.665001
Copyback: 0.018000
Sum: 0.038000
It 31,Best ac:0.000757 1.000000 fi:0.130769. Ave ac:0.003715,0.007608
Initialization: 5.755000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.931000
Kernel 1: 0.023000
Kernel 2: 85.560997
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.002020 1.000000 fi:0.124592. Ave ac:0.003764,0.006784
Initialization: 7.792000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.198000
Kernel 1: 0.024000
Kernel 2: 84.915001
Copyback: 0.017000
Sum: 0.043000
It 33,Best ac:0.000757 1.000000 fi:0.125918. Ave ac:0.003456,0.008862
Initialization: 29.549000
Memcpy Instances: 459.459015
Memcpy Classifiers: 0.119000
Kernel 1: 0.033000
Kernel 2: 539.624023
Copyback: 0.019000
Sum: 0.016000
Memcpy Classifiers: 0.081000
Kernel 1: 0.018000
Kernel 2: 544.869995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 533.723999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 564.283997
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 530.401001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 539.864014
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.118000
Kernel 1: 0.024000
Kernel 2: 528.823975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 535.437012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.015000
Kernel 2: 544.211975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.087000
Kernel 1: 0.013000
Kernel 2: 465.054993
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000843 0.600719 fi:0.545611. Ave ac:0.003744,0.013706
Best acc 0.000843 0.600719
Initialization: 5.855000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.912000
Kernel 1: 0.026000
Kernel 2: 97.621002
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.005395 accuracy2:0.207015
Initialization: 5.753000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.322000
Kernel 1: 0.026000
Kernel 2: 96.878998
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.000757 0.750000 fi:0.349980. Ave ac:0.006339,0.011030
Initialization: 5.666000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.045000
Kernel 1: 0.033000
Kernel 2: 96.711998
Copyback: 0.018000
Sum: 0.040000
It 1,Best ac:0.000757 1.000000 fi:0.099980. Ave ac:0.004471,0.007923
Initialization: 7.021000
Memcpy Classifiers: 0.740000
Memcpy Instances: 10.391000
Kernel 1: 0.026000
Kernel 2: 97.171997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.001010 1.000000 fi:0.099861. Ave ac:0.004348,0.007276
Initialization: 5.688000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.213000
Kernel 1: 0.032000
Kernel 2: 95.261002
Copyback: 0.017000
Sum: 0.025000
It 3,Best ac:0.001010 1.000000 fi:0.099861. Ave ac:0.004022,0.006974
Initialization: 5.714000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.953000
Kernel 1: 0.024000
Kernel 2: 93.042999
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001010 1.000000 fi:0.099861. Ave ac:0.003087,0.005025
Initialization: 5.705000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.926000
Kernel 1: 0.022000
Kernel 2: 90.168999
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001010 1.000000 fi:0.099861. Ave ac:0.003403,0.006748
Initialization: 5.704000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.954000
Kernel 1: 0.024000
Kernel 2: 89.254997
Copyback: 0.018000
Sum: 0.042000
It 6,Best ac:0.001010 1.000000 fi:0.099861. Ave ac:0.003423,0.006336
Initialization: 5.662000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.936000
Kernel 1: 0.023000
Kernel 2: 86.499001
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001515 1.000000 fi:0.099625. Ave ac:0.003483,0.006776
Initialization: 5.688000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.969000
Kernel 1: 0.023000
Kernel 2: 83.401001
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001515 1.000000 fi:0.099625. Ave ac:0.002287,0.004024
Initialization: 5.733000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.911000
Kernel 1: 0.024000
Kernel 2: 82.982002
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001010 1.000000 fi:0.099861. Ave ac:0.002427,0.004085
Iteration 10:MDL fitness activated
Error 0.099861 TL 0.042976
MDL Theory Length Weight: 0.7745441617 (3)
Initialization: 5.742000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.919000
Kernel 1: 0.024000
Kernel 2: 86.049004
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001010 1.000000 fi:0.119093. Ave ac:0.002966,0.008545
Initialization: 5.682000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.922000
Kernel 1: 0.023000
Kernel 2: 84.752998
Copyback: 0.017000
Sum: 0.025000
It 11,Best ac:0.002525 1.000000 fi:0.116263. Ave ac:0.002846,0.006790
Initialization: 5.670000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.975000
Kernel 1: 0.022000
Kernel 2: 85.188004
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001767 1.000000 fi:0.116342. Ave ac:0.003503,0.007144
Initialization: 7.045000
Memcpy Classifiers: 0.744000
Memcpy Instances: 8.052000
Kernel 1: 0.024000
Kernel 2: 86.192001
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.002525 1.000000 fi:0.112584. Ave ac:0.004175,0.009474
Initialization: 5.679000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.891000
Kernel 1: 0.026000
Kernel 2: 84.927002
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000757 1.000000 fi:0.119676. Ave ac:0.003579,0.006733
Initialization: 6.165000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.542000
Kernel 1: 0.023000
Kernel 2: 85.958000
Copyback: 0.018000
Sum: 0.041000
It 15,Best ac:0.000757 1.000000 fi:0.115881. Ave ac:0.002976,0.005774
Initialization: 5.698000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.939000
Kernel 1: 0.022000
Kernel 2: 85.195000
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.000757 1.000000 fi:0.118150. Ave ac:0.003035,0.005857
Initialization: 5.664000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.943000
Kernel 1: 0.024000
Kernel 2: 81.963997
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.000757 1.000000 fi:0.115881. Ave ac:0.003466,0.006201
Initialization: 5.856000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.282000
Kernel 1: 0.022000
Kernel 2: 84.039001
Copyback: 0.016000
Sum: 0.030000
It 18,Best ac:0.001767 1.000000 fi:0.117357. Ave ac:0.003809,0.007800
Initialization: 5.867000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.540000
Kernel 1: 0.031000
Kernel 2: 80.808998
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001010 1.000000 fi:0.119829. Ave ac:0.004379,0.014013
Initialization: 6.959000
Memcpy Classifiers: 0.385000
Memcpy Instances: 7.925000
Kernel 1: 0.024000
Kernel 2: 80.167000
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001515 1.000000 fi:0.120505. Ave ac:0.004246,0.010831
Initialization: 7.384000
Memcpy Classifiers: 0.541000
Memcpy Instances: 10.404000
Kernel 1: 0.025000
Kernel 2: 79.955002
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000757 1.000000 fi:0.115584. Ave ac:0.002909,0.005753
Initialization: 5.767000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.924000
Kernel 1: 0.024000
Kernel 2: 78.570999
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000757 1.000000 fi:0.114436. Ave ac:0.002871,0.005295
MDL Theory Length Weight: 0.6970897455 (10)
Initialization: 5.686000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.926000
Kernel 1: 0.024000
Kernel 2: 79.643997
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001262 1.000000 fi:0.109812. Ave ac:0.002899,0.004976
Initialization: 8.168000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.995000
Kernel 1: 0.023000
Kernel 2: 79.181000
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.000757 1.000000 fi:0.111580. Ave ac:0.002642,0.005420
Initialization: 8.176000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.948000
Kernel 1: 0.023000
Kernel 2: 77.788002
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001515 1.000000 fi:0.108839. Ave ac:0.002540,0.005562
Initialization: 8.510000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.187000
Kernel 1: 0.026000
Kernel 2: 78.155998
Copyback: 0.018000
Sum: 0.039000
It 26,Best ac:0.001767 1.000000 fi:0.113623. Ave ac:0.002978,0.005929
Initialization: 5.916000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.935000
Kernel 1: 0.022000
Kernel 2: 78.018997
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001010 1.000000 fi:0.113463. Ave ac:0.003101,0.008780
Initialization: 5.699000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.924000
Kernel 1: 0.024000
Kernel 2: 77.589996
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001010 1.000000 fi:0.109623. Ave ac:0.002922,0.005002
Initialization: 6.390000
Memcpy Classifiers: 0.648000
Memcpy Instances: 11.495000
Kernel 1: 0.025000
Kernel 2: 79.135002
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.000757 1.000000 fi:0.112177. Ave ac:0.003379,0.009760
Initialization: 6.515000
Memcpy Classifiers: 0.361000
Memcpy Instances: 11.109000
Kernel 1: 0.023000
Kernel 2: 76.941002
Copyback: 0.018000
Sum: 0.037000
It 30,Best ac:0.001515 1.000000 fi:0.112441. Ave ac:0.002582,0.004069
Initialization: 5.707000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.955000
Kernel 1: 0.023000
Kernel 2: 76.149002
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.000758 1.000000 fi:0.111085. Ave ac:0.002485,0.003997
Initialization: 5.719000
Memcpy Classifiers: 0.492000
Memcpy Instances: 9.835000
Kernel 1: 0.023000
Kernel 2: 80.779999
Copyback: 0.016000
Sum: 0.028000
It 32,Best ac:0.000757 1.000000 fi:0.110907. Ave ac:0.002295,0.004356
Initialization: 5.713000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.925000
Kernel 1: 0.023000
Kernel 2: 79.045998
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.000757 1.000000 fi:0.112232. Ave ac:0.002391,0.003645
Initialization: 28.896000
Memcpy Instances: 421.720001
Memcpy Classifiers: 0.077000
Kernel 1: 0.026000
Kernel 2: 491.040985
Copyback: 0.016000
Sum: 0.018000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 522.494995
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.104000
Kernel 1: 0.021000
Kernel 2: 513.041016
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.110000
Kernel 1: 0.021000
Kernel 2: 496.480988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 516.241028
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.075000
Kernel 1: 0.016000
Kernel 2: 503.360992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 517.203979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.017000
Kernel 2: 501.139008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 516.434998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 467.152008
Copyback: 0.367000
Sum: 0.001000
It 34,Best ac:0.000757 0.609756 fi:0.503039. Ave ac:0.002950,0.009921
Best acc 0.000757 0.609756
Rule:Att PSSM_-4_12 is [<4.422592]|Att PSSM_-1_14 is [-4.742754,5.704527]|Att PSSM_0_6 is [-6.005502,-3.836962]|Att PSSM_0_10 is [-2.148592,4.138740]|Att PSSM_1_15 is [<0.908776]|Att PSSM_1_20 is [>3.816045]|1
Accuracy : 0.782759
0	1	
155456	8624	
42349	28209	
Removed 246 instances. 197805 Instances left. Acc of rule 0.000757-0.609756
Initialization: 6.064000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.958000
Kernel 1: 0.025000
Kernel 2: 98.110001
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.004971 accuracy2:0.215695
Initialization: 6.534000
Memcpy Classifiers: 0.534000
Memcpy Instances: 9.144000
Kernel 1: 0.024000
Kernel 2: 97.115997
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.000758 1.000000 fi:0.099978. Ave ac:0.004526,0.007925
Initialization: 5.757000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.870000
Kernel 1: 0.024000
Kernel 2: 97.906998
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.001264 1.000000 fi:0.099741. Ave ac:0.004057,0.007683
Initialization: 6.225000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.965000
Kernel 1: 0.024000
Kernel 2: 98.146004
Copyback: 0.018000
Sum: 0.038000
It 2,Best ac:0.001517 0.857143 fi:0.242480. Ave ac:0.003909,0.006635
Initialization: 6.565000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.956000
Kernel 1: 0.023000
Kernel 2: 98.927002
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.001011 1.000000 fi:0.099860. Ave ac:0.003353,0.005647
Initialization: 5.691000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.945000
Kernel 1: 0.024000
Kernel 2: 100.160004
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000758 1.000000 fi:0.099978. Ave ac:0.004074,0.007913
Initialization: 5.826000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.240000
Kernel 1: 0.023000
Kernel 2: 97.169998
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001264 1.000000 fi:0.099741. Ave ac:0.003352,0.006401
Initialization: 6.532000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.252000
Kernel 1: 0.023000
Kernel 2: 95.650002
Copyback: 0.018000
Sum: 0.041000
It 6,Best ac:0.001011 1.000000 fi:0.099860. Ave ac:0.004513,0.007608
Initialization: 5.694000
Memcpy Classifiers: 0.534000
Memcpy Instances: 11.345000
Kernel 1: 0.026000
Kernel 2: 93.481003
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.001517 1.000000 fi:0.099623. Ave ac:0.003781,0.006242
Initialization: 5.695000
Memcpy Classifiers: 0.541000
Memcpy Instances: 10.536000
Kernel 1: 0.024000
Kernel 2: 91.718002
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001011 1.000000 fi:0.099860. Ave ac:0.003204,0.005800
Initialization: 6.873000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.931000
Kernel 1: 0.023000
Kernel 2: 91.629997
Copyback: 0.018000
Sum: 0.033000
It 9,Best ac:0.001264 1.000000 fi:0.099741. Ave ac:0.002861,0.005561
Iteration 10:MDL fitness activated
Error 0.099741 TL 0.028041
MDL Theory Length Weight: 1.1856739872 (3)
Initialization: 7.079000
Memcpy Classifiers: 0.887000
Memcpy Instances: 11.578000
Kernel 1: 0.033000
Kernel 2: 90.436996
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.000758 1.000000 fi:0.136217. Ave ac:0.002322,0.003902
Initialization: 7.768000
Memcpy Classifiers: 0.491000
Memcpy Instances: 12.378000
Kernel 1: 0.025000
Kernel 2: 90.155998
Copyback: 0.018000
Sum: 0.041000
It 11,Best ac:0.001264 1.000000 fi:0.132949. Ave ac:0.002134,0.003453
Initialization: 5.755000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.899000
Kernel 1: 0.024000
Kernel 2: 84.602997
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.000758 1.000000 fi:0.151235. Ave ac:0.002442,0.003863
Initialization: 6.226000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.787000
Kernel 1: 0.025000
Kernel 2: 85.996002
Copyback: 0.020000
Sum: 0.045000
It 13,Best ac:0.000759 1.000000 fi:0.141769. Ave ac:0.002319,0.003850
Initialization: 7.124000
Memcpy Classifiers: 0.652000
Memcpy Instances: 7.898000
Kernel 1: 0.023000
Kernel 2: 85.047997
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000758 1.000000 fi:0.133367. Ave ac:0.002599,0.003575
Initialization: 5.948000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.923000
Kernel 1: 0.023000
Kernel 2: 84.295998
Copyback: 0.018000
Sum: 0.039000
It 15,Best ac:0.001264 1.000000 fi:0.137066. Ave ac:0.001974,0.002559
Initialization: 6.775000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.208000
Kernel 1: 0.023000
Kernel 2: 84.944000
Copyback: 0.017000
Sum: 0.026000
It 16,Best ac:0.000758 1.000000 fi:0.136217. Ave ac:0.002309,0.004241
Initialization: 6.376000
Memcpy Classifiers: 0.456000
Memcpy Instances: 7.902000
Kernel 1: 0.024000
Kernel 2: 85.228996
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.001264 1.000000 fi:0.127108. Ave ac:0.002798,0.004246
Initialization: 6.892000
Memcpy Classifiers: 0.564000
Memcpy Instances: 9.519000
Kernel 1: 0.022000
Kernel 2: 80.363998
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.001011 1.000000 fi:0.132616. Ave ac:0.002149,0.003344
Initialization: 6.809000
Memcpy Classifiers: 0.712000
Memcpy Instances: 10.931000
Kernel 1: 0.026000
Kernel 2: 80.029999
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000758 1.000000 fi:0.133367. Ave ac:0.002686,0.004232
Initialization: 6.829000
Memcpy Classifiers: 0.564000
Memcpy Instances: 9.699000
Kernel 1: 0.023000
Kernel 2: 78.086998
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.001011 1.000000 fi:0.133107. Ave ac:0.002063,0.002976
Initialization: 7.162000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.310000
Kernel 1: 0.024000
Kernel 2: 76.317001
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001264 1.000000 fi:0.127406. Ave ac:0.001946,0.003549
Initialization: 6.261000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.986000
Kernel 1: 0.031000
Kernel 2: 75.776001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001264 1.000000 fi:0.134205. Ave ac:0.001646,0.002446
Initialization: 7.584000
Memcpy Classifiers: 0.681000
Memcpy Instances: 8.623000
Kernel 1: 0.023000
Kernel 2: 74.626999
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.000758 1.000000 fi:0.135245. Ave ac:0.001902,0.003030
Initialization: 5.692000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.239000
Kernel 1: 0.024000
Kernel 2: 74.777000
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001264 1.000000 fi:0.127406. Ave ac:0.001842,0.002953
Initialization: 7.369000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.915000
Kernel 1: 0.024000
Kernel 2: 75.474998
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001264 1.000000 fi:0.126602. Ave ac:0.001940,0.002838
Initialization: 6.287000
Memcpy Classifiers: 0.457000
Memcpy Instances: 10.084000
Kernel 1: 0.023000
Kernel 2: 77.400002
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.001517 1.000000 fi:0.128979. Ave ac:0.002086,0.003490
Initialization: 5.849000
Memcpy Classifiers: 0.381000
Memcpy Instances: 11.053000
Kernel 1: 0.026000
Kernel 2: 76.430000
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001264 1.000000 fi:0.123305. Ave ac:0.001916,0.003657
Initialization: 5.921000
Memcpy Classifiers: 0.381000
Memcpy Instances: 11.232000
Kernel 1: 0.023000
Kernel 2: 74.830002
Copyback: 0.370000
Sum: 0.035000
It 28,Best ac:0.001011 1.000000 fi:0.125985. Ave ac:0.001569,0.002216
Initialization: 6.989000
Memcpy Classifiers: 0.542000
Memcpy Instances: 10.560000
Kernel 1: 0.024000
Kernel 2: 72.879997
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000758 1.000000 fi:0.124197. Ave ac:0.002019,0.002703
Initialization: 7.008000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.317000
Kernel 1: 0.026000
Kernel 2: 70.445000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000758 1.000000 fi:0.121457. Ave ac:0.001583,0.002414
Initialization: 5.789000
Memcpy Classifiers: 0.353000
Memcpy Instances: 10.964000
Kernel 1: 0.023000
Kernel 2: 68.888000
Copyback: 0.016000
Sum: 0.029000
It 31,Best ac:0.000758 1.000000 fi:0.125893. Ave ac:0.001563,0.001950
Initialization: 5.722000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.921000
Kernel 1: 0.023000
Kernel 2: 67.439003
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000758 1.000000 fi:0.131423. Ave ac:0.001675,0.001994
Initialization: 7.985000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.912000
Kernel 1: 0.024000
Kernel 2: 66.598000
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001769 0.875000 fi:0.256938. Ave ac:0.001139,0.001688
Initialization: 33.875000
Memcpy Instances: 464.906006
Memcpy Classifiers: 0.133000
Kernel 1: 0.033000
Kernel 2: 472.460999
Copyback: 0.016000
Sum: 0.018000
Memcpy Classifiers: 0.129000
Kernel 1: 0.022000
Kernel 2: 479.837006
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.130000
Kernel 1: 0.022000
Kernel 2: 475.992004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 464.763000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.114000
Kernel 1: 0.019000
Kernel 2: 487.141998
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.128000
Kernel 1: 0.022000
Kernel 2: 485.309998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 487.648987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.109000
Kernel 1: 0.016000
Kernel 2: 480.041992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.130000
Kernel 1: 0.021000
Kernel 2: 470.725006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.085000
Kernel 1: 0.013000
Kernel 2: 415.287994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000753 0.645022 fi:0.489423. Ave ac:0.002285,0.007463
Best acc 0.000753 0.645022
Initialization: 6.989000
Memcpy Classifiers: 0.557000
Memcpy Instances: 11.954000
Kernel 1: 0.029000
Kernel 2: 96.411003
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.005703 accuracy2:0.213471
Initialization: 5.796000
Memcpy Classifiers: 0.504000
Memcpy Instances: 11.365000
Kernel 1: 0.022000
Kernel 2: 96.398003
Copyback: 0.018000
Sum: 0.065000
It 0,Best ac:0.001517 0.750000 fi:0.349623. Ave ac:0.004851,0.008331
Initialization: 6.273000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.269000
Kernel 1: 0.024000
Kernel 2: 96.644997
Copyback: 0.018000
Sum: 0.040000
It 1,Best ac:0.001517 0.750000 fi:0.349623. Ave ac:0.005023,0.009343
Initialization: 6.035000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.124000
Kernel 1: 0.023000
Kernel 2: 94.007004
Copyback: 0.018000
Sum: 0.029000
It 2,Best ac:0.001011 1.000000 fi:0.099860. Ave ac:0.005143,0.009260
Initialization: 5.716000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.728000
Kernel 1: 0.023000
Kernel 2: 94.723999
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000758 1.000000 fi:0.099978. Ave ac:0.005353,0.010223
Initialization: 6.278000
Memcpy Classifiers: 0.756000
Memcpy Instances: 8.705000
Kernel 1: 0.023000
Kernel 2: 90.771004
Copyback: 0.017000
Sum: 0.037000
It 4,Best ac:0.002022 1.000000 fi:0.099386. Ave ac:0.004184,0.007963
Initialization: 8.385000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.401000
Kernel 1: 0.027000
Kernel 2: 89.679001
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.000758 1.000000 fi:0.099978. Ave ac:0.003696,0.007659
Initialization: 5.808000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.509000
Kernel 1: 0.025000
Kernel 2: 92.817001
Copyback: 0.018000
Sum: 0.047000
It 6,Best ac:0.001011 1.000000 fi:0.099860. Ave ac:0.003974,0.007123
Initialization: 5.712000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.929000
Kernel 1: 0.024000
Kernel 2: 91.514000
Copyback: 0.018000
Sum: 0.041000
It 7,Best ac:0.001769 1.000000 fi:0.099504. Ave ac:0.003144,0.004731
Initialization: 6.433000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.099000
Kernel 1: 0.023000
Kernel 2: 91.894997
Copyback: 0.018000
Sum: 0.037000
It 8,Best ac:0.001517 1.000000 fi:0.099623. Ave ac:0.002507,0.003780
Initialization: 5.771000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.139000
Kernel 1: 0.023000
Kernel 2: 93.622002
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.001011 1.000000 fi:0.099860. Ave ac:0.002219,0.004003
Iteration 10:MDL fitness activated
Error 0.099860 TL 0.040898
MDL Theory Length Weight: 0.8139018691 (6)
Initialization: 6.216000
Memcpy Classifiers: 0.452000
Memcpy Instances: 11.153000
Kernel 1: 0.024000
Kernel 2: 93.313004
Copyback: 0.018000
Sum: 0.042000
It 10,Best ac:0.000758 1.000000 fi:0.130241. Ave ac:0.002355,0.003964
Initialization: 6.007000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.911000
Kernel 1: 0.024000
Kernel 2: 91.678001
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.001011 1.000000 fi:0.131121. Ave ac:0.002527,0.004185
Initialization: 6.130000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.908000
Kernel 1: 0.024000
Kernel 2: 94.013000
Copyback: 0.018000
Sum: 0.039000
It 12,Best ac:0.001264 1.000000 fi:0.125616. Ave ac:0.002670,0.004991
Initialization: 8.271000
Memcpy Classifiers: 0.841000
Memcpy Instances: 10.498000
Kernel 1: 0.025000
Kernel 2: 92.016998
Copyback: 0.018000
Sum: 0.038000
It 13,Best ac:0.000758 1.000000 fi:0.133631. Ave ac:0.002716,0.005562
Initialization: 6.367000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.016000
Kernel 1: 0.031000
Kernel 2: 90.848999
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.000758 1.000000 fi:0.126000. Ave ac:0.002462,0.004307
Initialization: 5.733000
Memcpy Classifiers: 0.623000
Memcpy Instances: 10.557000
Kernel 1: 0.023000
Kernel 2: 92.496002
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000758 1.000000 fi:0.126450. Ave ac:0.002438,0.004689
Initialization: 7.184000
Memcpy Classifiers: 0.570000
Memcpy Instances: 7.895000
Kernel 1: 0.025000
Kernel 2: 92.570999
Copyback: 0.018000
Sum: 0.041000
It 16,Best ac:0.000758 1.000000 fi:0.127111. Ave ac:0.002303,0.005089
Initialization: 7.774000
Memcpy Classifiers: 0.552000
Memcpy Instances: 10.838000
Kernel 1: 0.027000
Kernel 2: 90.331001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000758 1.000000 fi:0.124819. Ave ac:0.002083,0.004239
Initialization: 7.214000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.024000
Kernel 1: 0.026000
Kernel 2: 91.253998
Copyback: 0.018000
Sum: 0.036000
It 18,Best ac:0.000758 1.000000 fi:0.119899. Ave ac:0.002686,0.006042
Initialization: 6.440000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.270000
Kernel 1: 0.023000
Kernel 2: 90.543999
Copyback: 0.018000
Sum: 0.038000
It 19,Best ac:0.000758 1.000000 fi:0.123440. Ave ac:0.002990,0.005791
Initialization: 6.199000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.963000
Kernel 1: 0.023000
Kernel 2: 86.986000
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.001011 1.000000 fi:0.116922. Ave ac:0.002456,0.004539
Initialization: 5.750000
Memcpy Classifiers: 0.398000
Memcpy Instances: 12.296000
Kernel 1: 0.026000
Kernel 2: 87.894997
Copyback: 0.017000
Sum: 0.039000
It 21,Best ac:0.001264 1.000000 fi:0.120620. Ave ac:0.002179,0.004151
Initialization: 6.812000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.967000
Kernel 1: 0.022000
Kernel 2: 89.074997
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000758 1.000000 fi:0.118929. Ave ac:0.002768,0.005440
Initialization: 7.736000
Memcpy Classifiers: 0.679000
Memcpy Instances: 10.286000
Kernel 1: 0.025000
Kernel 2: 88.251999
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001264 1.000000 fi:0.120581. Ave ac:0.002917,0.006447
Initialization: 6.236000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.913000
Kernel 1: 0.023000
Kernel 2: 91.638000
Copyback: 0.019000
Sum: 0.033000
It 24,Best ac:0.001516 1.000000 fi:0.121185. Ave ac:0.003964,0.008213
Initialization: 7.718000
Memcpy Classifiers: 0.807000
Memcpy Instances: 8.383000
Kernel 1: 0.023000
Kernel 2: 89.746002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001011 1.000000 fi:0.118810. Ave ac:0.003420,0.006419
Initialization: 6.555000
Memcpy Classifiers: 0.661000
Memcpy Instances: 10.269000
Kernel 1: 0.024000
Kernel 2: 88.412003
Copyback: 0.019000
Sum: 0.043000
It 26,Best ac:0.001264 1.000000 fi:0.118926. Ave ac:0.003650,0.005799
Initialization: 7.047000
Memcpy Classifiers: 0.672000
Memcpy Instances: 10.240000
Kernel 1: 0.032000
Kernel 2: 86.342003
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000758 1.000000 fi:0.119099. Ave ac:0.003254,0.005489
Initialization: 7.391000
Memcpy Classifiers: 0.621000
Memcpy Instances: 10.587000
Kernel 1: 0.024000
Kernel 2: 88.247002
Copyback: 0.018000
Sum: 0.037000
It 28,Best ac:0.001011 1.000000 fi:0.115866. Ave ac:0.003551,0.007121
Initialization: 7.642000
Memcpy Classifiers: 0.439000
Memcpy Instances: 10.035000
Kernel 1: 0.022000
Kernel 2: 88.945000
Copyback: 0.022000
Sum: 0.029000
It 29,Best ac:0.000758 1.000000 fi:0.120997. Ave ac:0.003816,0.009578
Initialization: 7.210000
Memcpy Classifiers: 0.614000
Memcpy Instances: 9.991000
Kernel 1: 0.025000
Kernel 2: 87.665001
Copyback: 0.018000
Sum: 0.031000
It 30,Best ac:0.001264 1.000000 fi:0.117274. Ave ac:0.003188,0.004986
Initialization: 5.755000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.949000
Kernel 1: 0.023000
Kernel 2: 88.487999
Copyback: 0.018000
Sum: 0.038000
It 31,Best ac:0.001264 1.000000 fi:0.120202. Ave ac:0.002774,0.003980
Initialization: 8.126000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.316000
Kernel 1: 0.032000
Kernel 2: 87.350998
Copyback: 0.018000
Sum: 0.028000
It 32,Best ac:0.000758 1.000000 fi:0.121013. Ave ac:0.002497,0.004099
Initialization: 7.059000
Memcpy Classifiers: 0.736000
Memcpy Instances: 9.693000
Kernel 1: 0.022000
Kernel 2: 86.411003
Copyback: 0.018000
Sum: 0.032000
It 33,Best ac:0.001769 1.000000 fi:0.114518. Ave ac:0.002978,0.004117
Initialization: 28.857000
Memcpy Instances: 394.740997
Memcpy Classifiers: 0.080000
Kernel 1: 0.027000
Kernel 2: 579.510010
Copyback: 0.014000
Sum: 0.017000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 556.198975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.015000
Kernel 2: 575.888977
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 569.755981
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 567.528015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.106000
Kernel 1: 0.022000
Kernel 2: 564.187012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 566.075989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.115000
Kernel 1: 0.020000
Kernel 2: 552.372009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 545.885986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 481.722992
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000905 0.606780 fi:0.514009. Ave ac:0.002463,0.008640
Best acc 0.000905 0.606780
Rule:Att PSSM_-4_17 is [-5.214167,5.416877]|Att PSSM_-2_20 is [>0.057186]|Att PSSM_0_2 is [-6.991460,-3.874238]|Att PSSM_0_11 is [-2.432195,2.754393]|Att PSSM_0_12 is [-6.654523,-2.209344]|Att PSSM_0_15 is [<0.411159]|Att PSSM_1_10 is [>-2.795061]|Att PSSM_1_12 is [-3.651308,3.651308]|Att PSSM_2_6 is [-6.863649,-1.136350]|Att PSSM_4_6 is [<2.765796]|1
Accuracy : 0.783045
0	1	
155374	8706	
42200	28358	
Removed 231 instances. 197574 Instances left. Acc of rule 0.000753-0.645022
Initialization: 5.740000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.899000
Kernel 1: 0.025000
Kernel 2: 96.185997
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005624 accuracy2:0.216897
Initialization: 5.731000
Memcpy Classifiers: 0.596000
Memcpy Instances: 7.902000
Kernel 1: 0.024000
Kernel 2: 96.014000
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.001012 1.000000 fi:0.099858. Ave ac:0.004824,0.009942
Initialization: 5.740000
Memcpy Classifiers: 0.513000
Memcpy Instances: 7.899000
Kernel 1: 0.024000
Kernel 2: 97.668999
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000759 1.000000 fi:0.099977. Ave ac:0.005458,0.011626
Initialization: 5.790000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.933000
Kernel 1: 0.023000
Kernel 2: 97.180000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000759 1.000000 fi:0.099977. Ave ac:0.004522,0.007519
Initialization: 5.786000
Memcpy Classifiers: 0.617000
Memcpy Instances: 10.605000
Kernel 1: 0.024000
Kernel 2: 94.190002
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.001519 0.857143 fi:0.242478. Ave ac:0.004577,0.007902
Initialization: 5.705000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.890000
Kernel 1: 0.024000
Kernel 2: 94.970001
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000759 1.000000 fi:0.099977. Ave ac:0.003554,0.006708
Initialization: 5.702000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.902000
Kernel 1: 0.024000
Kernel 2: 93.016998
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001265 1.000000 fi:0.099739. Ave ac:0.004414,0.008258
Initialization: 5.717000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.909000
Kernel 1: 0.025000
Kernel 2: 92.603996
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001265 1.000000 fi:0.099739. Ave ac:0.003974,0.008001
Initialization: 5.738000
Memcpy Classifiers: 0.520000
Memcpy Instances: 7.895000
Kernel 1: 0.023000
Kernel 2: 92.480003
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.001771 1.000000 fi:0.099502. Ave ac:0.003687,0.006294
Initialization: 5.694000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.899000
Kernel 1: 0.024000
Kernel 2: 92.692001
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001518 1.000000 fi:0.099620. Ave ac:0.003897,0.006504
Initialization: 5.719000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.911000
Kernel 1: 0.023000
Kernel 2: 91.512001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001012 1.000000 fi:0.099858. Ave ac:0.003204,0.005463
Iteration 10:MDL fitness activated
Error 0.099858 TL 0.042455
MDL Theory Length Weight: 0.7840274181 (3)
Initialization: 5.708000
Memcpy Classifiers: 0.493000
Memcpy Instances: 7.894000
Kernel 1: 0.024000
Kernel 2: 91.543999
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.001012 1.000000 fi:0.124082. Ave ac:0.002912,0.005723
Initialization: 5.773000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.889000
Kernel 1: 0.023000
Kernel 2: 92.361000
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001519 1.000000 fi:0.132906. Ave ac:0.003182,0.005580
Initialization: 5.710000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.916000
Kernel 1: 0.023000
Kernel 2: 91.199997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001265 1.000000 fi:0.120458. Ave ac:0.003579,0.006054
Initialization: 5.718000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.906000
Kernel 1: 0.024000
Kernel 2: 93.598999
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001012 1.000000 fi:0.131525. Ave ac:0.002512,0.004808
Initialization: 5.752000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.186000
Kernel 1: 0.024000
Kernel 2: 93.878998
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.000759 1.000000 fi:0.126611. Ave ac:0.002579,0.004282
Initialization: 8.478000
Memcpy Classifiers: 0.876000
Memcpy Instances: 11.278000
Kernel 1: 0.026000
Kernel 2: 91.987000
Copyback: 0.018000
Sum: 0.035000
It 15,Best ac:0.000759 1.000000 fi:0.123380. Ave ac:0.002643,0.004156
Initialization: 5.718000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.665000
Kernel 1: 0.033000
Kernel 2: 93.484001
Copyback: 0.018000
Sum: 0.042000
It 16,Best ac:0.000759 1.000000 fi:0.124619. Ave ac:0.002288,0.003941
Initialization: 5.734000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.908000
Kernel 1: 0.024000
Kernel 2: 94.458000
Copyback: 0.016000
Sum: 0.031000
It 17,Best ac:0.000759 1.000000 fi:0.130947. Ave ac:0.002943,0.004931
Initialization: 5.733000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.909000
Kernel 1: 0.025000
Kernel 2: 93.804001
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000759 1.000000 fi:0.131705. Ave ac:0.002351,0.003376
Initialization: 5.774000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.907000
Kernel 1: 0.024000
Kernel 2: 98.112999
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001266 1.000000 fi:0.126330. Ave ac:0.002861,0.004681
Initialization: 5.719000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.893000
Kernel 1: 0.024000
Kernel 2: 96.501999
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001012 1.000000 fi:0.129605. Ave ac:0.003141,0.005465
Initialization: 5.714000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.901000
Kernel 1: 0.023000
Kernel 2: 96.498001
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000759 1.000000 fi:0.128316. Ave ac:0.002788,0.005244
MDL Theory Length Weight: 0.7056246763 (10)
Initialization: 5.707000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.895000
Kernel 1: 0.024000
Kernel 2: 100.101997
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.001012 1.000000 fi:0.125383. Ave ac:0.002735,0.005709
Initialization: 5.734000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.892000
Kernel 1: 0.023000
Kernel 2: 98.213997
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.001519 1.000000 fi:0.121799. Ave ac:0.002004,0.003138
Initialization: 5.758000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.906000
Kernel 1: 0.023000
Kernel 2: 95.675003
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.000759 1.000000 fi:0.123972. Ave ac:0.002678,0.006058
Initialization: 5.698000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.897000
Kernel 1: 0.023000
Kernel 2: 94.513000
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.001012 1.000000 fi:0.123460. Ave ac:0.002096,0.003187
Initialization: 5.817000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.081000
Kernel 1: 0.022000
Kernel 2: 95.949997
Copyback: 0.018000
Sum: 0.033000
It 26,Best ac:0.000759 1.000000 fi:0.123046. Ave ac:0.001518,0.002644
Initialization: 5.776000
Memcpy Classifiers: 0.497000
Memcpy Instances: 10.773000
Kernel 1: 0.022000
Kernel 2: 94.210999
Copyback: 0.018000
Sum: 0.035000
It 27,Best ac:0.001012 1.000000 fi:0.123625. Ave ac:0.001922,0.003296
Initialization: 7.263000
Memcpy Classifiers: 0.774000
Memcpy Instances: 10.856000
Kernel 1: 0.023000
Kernel 2: 95.669998
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.000759 1.000000 fi:0.118621. Ave ac:0.002406,0.003334
Initialization: 5.797000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.060000
Kernel 1: 0.023000
Kernel 2: 95.394997
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000759 1.000000 fi:0.120484. Ave ac:0.003041,0.004261
Initialization: 8.327000
Memcpy Classifiers: 0.590000
Memcpy Instances: 10.306000
Kernel 1: 0.025000
Kernel 2: 92.759003
Copyback: 0.018000
Sum: 0.033000
It 30,Best ac:0.001012 1.000000 fi:0.123828. Ave ac:0.002536,0.003398
Initialization: 6.806000
Memcpy Classifiers: 0.466000
Memcpy Instances: 9.888000
Kernel 1: 0.023000
Kernel 2: 93.042999
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.002025 1.000000 fi:0.117177. Ave ac:0.001936,0.003287
Initialization: 5.748000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.904000
Kernel 1: 0.023000
Kernel 2: 93.384003
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001012 1.000000 fi:0.122756. Ave ac:0.002052,0.003388
Initialization: 5.725000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.921000
Kernel 1: 0.023000
Kernel 2: 89.922997
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.000759 1.000000 fi:0.130806. Ave ac:0.003118,0.004363
Initialization: 29.549999
Memcpy Instances: 402.166992
Memcpy Classifiers: 0.095000
Kernel 1: 0.027000
Kernel 2: 570.687988
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 592.359985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 571.976990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.012000
Kernel 2: 572.750977
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.129000
Kernel 1: 0.021000
Kernel 2: 566.310974
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 581.093018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 564.810974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 600.721008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 587.685974
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.021000
Kernel 2: 503.532013
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000759 0.684932 fi:0.439040. Ave ac:0.002449,0.007543
Best acc 0.000759 0.684932
Initialization: 5.758000
Memcpy Classifiers: 0.558000
Memcpy Instances: 9.741000
Kernel 1: 0.024000
Kernel 2: 97.140999
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005168 accuracy2:0.200215
Initialization: 5.743000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.403000
Kernel 1: 0.032000
Kernel 2: 98.342003
Copyback: 0.017000
Sum: 0.041000
It 0,Best ac:0.001012 0.800000 fi:0.299858. Ave ac:0.005186,0.010040
Initialization: 5.719000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.343000
Kernel 1: 0.023000
Kernel 2: 98.352997
Copyback: 0.018000
Sum: 0.028000
It 1,Best ac:0.002025 0.888889 fi:0.210494. Ave ac:0.005060,0.009166
Initialization: 5.995000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.926000
Kernel 1: 0.023000
Kernel 2: 98.273003
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000759 0.750000 fi:0.349977. Ave ac:0.004299,0.007911
Initialization: 7.981000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.146000
Kernel 1: 0.024000
Kernel 2: 97.931000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.001012 1.000000 fi:0.099858. Ave ac:0.003886,0.007162
Initialization: 6.141000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.564000
Kernel 1: 0.025000
Kernel 2: 96.069000
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.000759 1.000000 fi:0.099977. Ave ac:0.002817,0.004347
Initialization: 8.123000
Memcpy Classifiers: 0.498000
Memcpy Instances: 7.930000
Kernel 1: 0.023000
Kernel 2: 95.982002
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001265 1.000000 fi:0.099739. Ave ac:0.002808,0.004452
Initialization: 5.749000
Memcpy Classifiers: 0.466000
Memcpy Instances: 7.895000
Kernel 1: 0.023000
Kernel 2: 97.149002
Copyback: 0.018000
Sum: 0.039000
It 6,Best ac:0.001266 1.000000 fi:0.099739. Ave ac:0.002728,0.003691
Initialization: 5.998000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.928000
Kernel 1: 0.023000
Kernel 2: 98.204002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000759 1.000000 fi:0.099977. Ave ac:0.002633,0.003810
Initialization: 5.718000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.896000
Kernel 1: 0.025000
Kernel 2: 96.272003
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.001012 1.000000 fi:0.099858. Ave ac:0.002331,0.003757
Initialization: 5.708000
Memcpy Classifiers: 0.532000
Memcpy Instances: 7.900000
Kernel 1: 0.023000
Kernel 2: 95.594002
Copyback: 0.016000
Sum: 0.039000
It 9,Best ac:0.002530 1.000000 fi:0.099145. Ave ac:0.002506,0.003983
Iteration 10:MDL fitness activated
Error 0.099145 TL 0.028061
MDL Theory Length Weight: 1.1777328193 (1)
Initialization: 5.731000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.903000
Kernel 1: 0.024000
Kernel 2: 95.308998
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.000759 1.000000 fi:0.145200. Ave ac:0.001953,0.003600
Initialization: 5.769000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.899000
Kernel 1: 0.023000
Kernel 2: 94.072998
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000759 1.000000 fi:0.137815. Ave ac:0.002697,0.004414
Initialization: 5.748000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.897000
Kernel 1: 0.024000
Kernel 2: 96.580002
Copyback: 0.016000
Sum: 0.034000
It 12,Best ac:0.000759 1.000000 fi:0.140875. Ave ac:0.002433,0.003495
Initialization: 5.736000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.905000
Kernel 1: 0.024000
Kernel 2: 96.218002
Copyback: 0.016000
Sum: 0.028000
It 13,Best ac:0.001266 1.000000 fi:0.142191. Ave ac:0.002119,0.003859
Initialization: 5.718000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.901000
Kernel 1: 0.024000
Kernel 2: 99.962997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001265 1.000000 fi:0.137578. Ave ac:0.002231,0.003640
Initialization: 5.710000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.904000
Kernel 1: 0.025000
Kernel 2: 97.944000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000759 1.000000 fi:0.140502. Ave ac:0.002062,0.003530
Initialization: 5.775000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.906000
Kernel 1: 0.023000
Kernel 2: 97.348999
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001518 1.000000 fi:0.129914. Ave ac:0.002755,0.004850
Initialization: 5.778000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.891000
Kernel 1: 0.023000
Kernel 2: 97.320000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001012 1.000000 fi:0.129465. Ave ac:0.002647,0.004123
Initialization: 5.725000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.912000
Kernel 1: 0.023000
Kernel 2: 96.801003
Copyback: 0.372000
Sum: 0.035000
It 18,Best ac:0.001519 0.857143 fi:0.286043. Ave ac:0.002287,0.003098
Initialization: 5.718000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.901000
Kernel 1: 0.025000
Kernel 2: 99.194000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001012 1.000000 fi:0.145604. Ave ac:0.001784,0.002458
Initialization: 5.765000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.903000
Kernel 1: 0.023000
Kernel 2: 94.328003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000759 1.000000 fi:0.131885. Ave ac:0.002117,0.003176
Initialization: 5.727000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.908000
Kernel 1: 0.024000
Kernel 2: 93.661003
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.000759 1.000000 fi:0.138119. Ave ac:0.001987,0.003339
Initialization: 5.776000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.762000
Kernel 1: 0.032000
Kernel 2: 92.739998
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001265 1.000000 fi:0.131173. Ave ac:0.002289,0.003633
Initialization: 5.759000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.902000
Kernel 1: 0.025000
Kernel 2: 92.223000
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001265 1.000000 fi:0.129346. Ave ac:0.002129,0.003199
Initialization: 5.722000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.896000
Kernel 1: 0.024000
Kernel 2: 91.804001
Copyback: 0.016000
Sum: 0.032000
It 24,Best ac:0.001518 1.000000 fi:0.125678. Ave ac:0.002440,0.003736
Initialization: 5.737000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.900000
Kernel 1: 0.024000
Kernel 2: 88.197998
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000759 1.000000 fi:0.144245. Ave ac:0.001528,0.002356
Initialization: 5.716000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.904000
Kernel 1: 0.024000
Kernel 2: 88.990997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001265 1.000000 fi:0.134457. Ave ac:0.002132,0.003240
Initialization: 5.702000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.930000
Kernel 1: 0.024000
Kernel 2: 92.550003
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001265 1.000000 fi:0.141076. Ave ac:0.002365,0.003660
Initialization: 5.770000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.905000
Kernel 1: 0.024000
Kernel 2: 90.856003
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001012 1.000000 fi:0.136922. Ave ac:0.001915,0.003320
Initialization: 5.734000
Memcpy Classifiers: 0.422000
Memcpy Instances: 7.896000
Kernel 1: 0.024000
Kernel 2: 87.668999
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.001265 1.000000 fi:0.126293. Ave ac:0.002465,0.003607
Initialization: 5.730000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.906000
Kernel 1: 0.024000
Kernel 2: 84.722000
Copyback: 0.018000
Sum: 0.035000
It 30,Best ac:0.001012 1.000000 fi:0.128597. Ave ac:0.002023,0.002964
Initialization: 5.728000
Memcpy Classifiers: 0.457000
Memcpy Instances: 7.893000
Kernel 1: 0.024000
Kernel 2: 87.510002
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.001519 1.000000 fi:0.126028. Ave ac:0.002759,0.004081
Initialization: 5.743000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.892000
Kernel 1: 0.025000
Kernel 2: 84.125999
Copyback: 0.016000
Sum: 0.028000
It 32,Best ac:0.000759 1.000000 fi:0.128014. Ave ac:0.002197,0.004062
Initialization: 7.095000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.931000
Kernel 1: 0.023000
Kernel 2: 85.529999
Copyback: 0.016000
Sum: 0.034000
It 33,Best ac:0.001266 1.000000 fi:0.129146. Ave ac:0.001852,0.003176
MDL Theory Length Weight: 1.0599595374 (10)
Initialization: 27.455999
Memcpy Instances: 458.501007
Memcpy Classifiers: 0.081000
Kernel 1: 0.025000
Kernel 2: 578.841003
Copyback: 0.017000
Sum: 0.020000
Memcpy Classifiers: 0.118000
Kernel 1: 0.022000
Kernel 2: 570.091003
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.118000
Kernel 1: 0.022000
Kernel 2: 571.581970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.116000
Kernel 1: 0.021000
Kernel 2: 552.869019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 584.627991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 560.664978
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.106000
Kernel 1: 0.022000
Kernel 2: 554.229004
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.116000
Kernel 1: 0.021000
Kernel 2: 565.085999
Copyback: 0.366000
Sum: 0.003000
Memcpy Classifiers: 0.118000
Kernel 1: 0.021000
Kernel 2: 563.010010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 491.738007
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000688 0.657005 fi:0.497439. Ave ac:0.002039,0.007001
Best acc 0.000688 0.657005
Rule:Att PSSM_-1_16 is [-5.342867,2.617006]|Att PSSM_0_2 is [<-2.566611]|Att PSSM_0_4 is [-7.519192,-2.480808]|Att PSSM_0_20 is [>-1.242313]|Att PSSM_1_13 is [<4.693802]|Att PSSM_3_12 is [<-2.441840]|Att PSSM_3_15 is [<4.016167]|Att PSSM_4_6 is [-5.665180,1.665180]|Att PSSM_4_7 is [-6.332277,0.332277]|Att PSSM_4_11 is [2.044580,5.955420]|Att PSSM_4_20 is [-2.991947,0.420993]|1
Accuracy : 0.783390
0	1	
155305	8775	
42050	28508	
Removed 219 instances. 197355 Instances left. Acc of rule 0.000759-0.684932
Initialization: 5.718000
Memcpy Classifiers: 0.548000
Memcpy Instances: 7.888000
Kernel 1: 0.025000
Kernel 2: 95.924004
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.004829 accuracy2:0.207317
Initialization: 5.740000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.887000
Kernel 1: 0.024000
Kernel 2: 96.386002
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.001013 1.000000 fi:0.099856. Ave ac:0.004301,0.007906
Initialization: 5.711000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.901000
Kernel 1: 0.024000
Kernel 2: 96.941002
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.001013 1.000000 fi:0.099856. Ave ac:0.004753,0.009146
Initialization: 5.742000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.880000
Kernel 1: 0.024000
Kernel 2: 96.573997
Copyback: 0.019000
Sum: 0.037000
It 2,Best ac:0.001013 0.800000 fi:0.299856. Ave ac:0.004393,0.008420
Initialization: 5.916000
Memcpy Classifiers: 0.512000
Memcpy Instances: 7.910000
Kernel 1: 0.022000
Kernel 2: 96.897003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.001013 1.000000 fi:0.099856. Ave ac:0.003519,0.005922
Initialization: 5.723000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.877000
Kernel 1: 0.024000
Kernel 2: 98.138000
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000760 1.000000 fi:0.099976. Ave ac:0.003644,0.007998
Initialization: 5.712000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.906000
Kernel 1: 0.023000
Kernel 2: 98.234001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001013 1.000000 fi:0.099856. Ave ac:0.003270,0.006205
Initialization: 5.740000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.880000
Kernel 1: 0.025000
Kernel 2: 101.026001
Copyback: 0.016000
Sum: 0.029000
It 6,Best ac:0.001013 1.000000 fi:0.099856. Ave ac:0.003215,0.006910
Initialization: 5.745000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.901000
Kernel 1: 0.024000
Kernel 2: 101.574997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.000760 1.000000 fi:0.099976. Ave ac:0.002454,0.004713
Initialization: 5.715000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.921000
Kernel 1: 0.023000
Kernel 2: 101.067001
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001267 1.000000 fi:0.099737. Ave ac:0.003006,0.004361
Initialization: 5.689000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.896000
Kernel 1: 0.023000
Kernel 2: 100.570999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001013 1.000000 fi:0.099856. Ave ac:0.003433,0.004649
Iteration 10:MDL fitness activated
Error 0.099856 TL 0.038838
MDL Theory Length Weight: 0.8570276064 (2)
Initialization: 7.500000
Memcpy Classifiers: 0.697000
Memcpy Instances: 10.301000
Kernel 1: 0.025000
Kernel 2: 98.850998
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001013 1.000000 fi:0.124583. Ave ac:0.003253,0.004528
Initialization: 5.705000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.895000
Kernel 1: 0.024000
Kernel 2: 96.648003
Copyback: 0.016000
Sum: 0.032000
It 11,Best ac:0.001267 1.000000 fi:0.126069. Ave ac:0.002771,0.004568
Initialization: 5.719000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.893000
Kernel 1: 0.024000
Kernel 2: 98.275002
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000760 1.000000 fi:0.128502. Ave ac:0.002586,0.004436
Initialization: 5.769000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.079000
Kernel 1: 0.023000
Kernel 2: 97.728996
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.000760 1.000000 fi:0.125288. Ave ac:0.002145,0.002963
Initialization: 6.847000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.544000
Kernel 1: 0.023000
Kernel 2: 97.544998
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000760 1.000000 fi:0.131344. Ave ac:0.001760,0.003447
Initialization: 5.745000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.095000
Kernel 1: 0.023000
Kernel 2: 95.788002
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.001773 1.000000 fi:0.129035. Ave ac:0.002350,0.004849
Initialization: 5.893000
Memcpy Classifiers: 0.507000
Memcpy Instances: 10.789000
Kernel 1: 0.023000
Kernel 2: 89.785004
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000760 1.000000 fi:0.122344. Ave ac:0.002156,0.003343
Initialization: 5.770000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.941000
Kernel 1: 0.024000
Kernel 2: 88.634003
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.000760 1.000000 fi:0.123840. Ave ac:0.001613,0.002885
Initialization: 7.393000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.904000
Kernel 1: 0.025000
Kernel 2: 88.824997
Copyback: 0.017000
Sum: 0.042000
It 18,Best ac:0.000760 1.000000 fi:0.122053. Ave ac:0.002059,0.004298
Initialization: 5.725000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.095000
Kernel 1: 0.032000
Kernel 2: 89.518997
Copyback: 0.018000
Sum: 0.042000
It 19,Best ac:0.000760 1.000000 fi:0.123305. Ave ac:0.001834,0.002721
Initialization: 5.770000
Memcpy Classifiers: 0.508000
Memcpy Instances: 10.538000
Kernel 1: 0.022000
Kernel 2: 87.349998
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.000760 1.000000 fi:0.120925. Ave ac:0.002534,0.003609
Initialization: 5.944000
Memcpy Classifiers: 0.652000
Memcpy Instances: 7.923000
Kernel 1: 0.023000
Kernel 2: 83.307999
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.000760 1.000000 fi:0.120079. Ave ac:0.002635,0.006004
Initialization: 6.016000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.950000
Kernel 1: 0.022000
Kernel 2: 84.318001
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.001267 1.000000 fi:0.121052. Ave ac:0.001584,0.002587
Initialization: 6.285000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.914000
Kernel 1: 0.024000
Kernel 2: 84.696999
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000760 1.000000 fi:0.124502. Ave ac:0.002122,0.003369
Initialization: 5.733000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.904000
Kernel 1: 0.023000
Kernel 2: 84.850998
Copyback: 0.018000
Sum: 0.041000
It 24,Best ac:0.000760 1.000000 fi:0.117959. Ave ac:0.002474,0.004060
Initialization: 5.791000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.979000
Kernel 1: 0.024000
Kernel 2: 81.108002
Copyback: 0.016000
Sum: 0.027000
It 25,Best ac:0.001520 1.000000 fi:0.118820. Ave ac:0.001977,0.003754
Initialization: 5.721000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.906000
Kernel 1: 0.023000
Kernel 2: 79.806999
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.000760 1.000000 fi:0.126916. Ave ac:0.001857,0.003965
Initialization: 7.302000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.879000
Kernel 1: 0.024000
Kernel 2: 80.857002
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001267 1.000000 fi:0.122105. Ave ac:0.001526,0.001811
Initialization: 5.730000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.920000
Kernel 1: 0.023000
Kernel 2: 79.791000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000760 1.000000 fi:0.119565. Ave ac:0.001759,0.001837
Initialization: 5.686000
Memcpy Classifiers: 0.421000
Memcpy Instances: 7.888000
Kernel 1: 0.023000
Kernel 2: 79.417000
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.000760 1.000000 fi:0.118797. Ave ac:0.001435,0.002170
Initialization: 5.766000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.955000
Kernel 1: 0.028000
Kernel 2: 76.810997
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000760 1.000000 fi:0.117959. Ave ac:0.001762,0.002881
Initialization: 5.712000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.917000
Kernel 1: 0.022000
Kernel 2: 77.505997
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000760 1.000000 fi:0.118670. Ave ac:0.002011,0.002914
Initialization: 6.907000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.432000
Kernel 1: 0.033000
Kernel 2: 77.655998
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.002027 1.000000 fi:0.120309. Ave ac:0.002744,0.003949
Initialization: 5.792000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.734000
Kernel 1: 0.024000
Kernel 2: 78.676003
Copyback: 0.018000
Sum: 0.041000
It 33,Best ac:0.001267 1.000000 fi:0.120343. Ave ac:0.002606,0.003986
MDL Theory Length Weight: 0.7713248457 (10)
Initialization: 27.056999
Memcpy Instances: 483.975006
Memcpy Classifiers: 0.080000
Kernel 1: 0.025000
Kernel 2: 500.954010
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 526.002014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.115000
Kernel 1: 0.022000
Kernel 2: 520.843994
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.116000
Kernel 1: 0.022000
Kernel 2: 511.545990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 514.310974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 518.197998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 510.541992
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.116000
Kernel 1: 0.021000
Kernel 2: 514.596985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 504.829987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 456.371002
Copyback: 0.367000
Sum: 0.002000
It 34,Best ac:0.000866 0.635688 fi:0.485234. Ave ac:0.002463,0.007947
Best acc 0.000866 0.635688
Initialization: 5.709000
Memcpy Classifiers: 0.549000
Memcpy Instances: 8.173000
Kernel 1: 0.033000
Kernel 2: 97.839996
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.004950 accuracy2:0.209417
Initialization: 5.732000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.924000
Kernel 1: 0.024000
Kernel 2: 95.228996
Copyback: 0.018000
Sum: 0.050000
It 0,Best ac:0.000760 0.750000 fi:0.349976. Ave ac:0.004262,0.006437
Initialization: 5.705000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.900000
Kernel 1: 0.024000
Kernel 2: 94.163002
Copyback: 0.018000
Sum: 0.035000
It 1,Best ac:0.000760 1.000000 fi:0.099976. Ave ac:0.004266,0.006704
Initialization: 6.696000
Memcpy Classifiers: 0.904000
Memcpy Instances: 12.135000
Kernel 1: 0.031000
Kernel 2: 95.303001
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.001013 1.000000 fi:0.099856. Ave ac:0.004077,0.006812
Initialization: 5.738000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.957000
Kernel 1: 0.023000
Kernel 2: 97.486000
Copyback: 0.017000
Sum: 0.037000
It 3,Best ac:0.001013 1.000000 fi:0.099856. Ave ac:0.004147,0.005695
Initialization: 5.738000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.066000
Kernel 1: 0.032000
Kernel 2: 94.782997
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.000760 1.000000 fi:0.099976. Ave ac:0.004338,0.006337
Initialization: 5.710000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.925000
Kernel 1: 0.023000
Kernel 2: 94.078003
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.001267 1.000000 fi:0.099737. Ave ac:0.004127,0.006311
Initialization: 5.708000
Memcpy Classifiers: 0.494000
Memcpy Instances: 7.923000
Kernel 1: 0.022000
Kernel 2: 93.108002
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.001267 1.000000 fi:0.099737. Ave ac:0.003722,0.006054
Initialization: 5.686000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.885000
Kernel 1: 0.023000
Kernel 2: 92.334999
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001267 1.000000 fi:0.099737. Ave ac:0.003608,0.005515
Initialization: 5.786000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.885000
Kernel 1: 0.023000
Kernel 2: 91.024002
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001266 1.000000 fi:0.099737. Ave ac:0.003183,0.004580
Initialization: 5.730000
Memcpy Classifiers: 0.454000
Memcpy Instances: 7.894000
Kernel 1: 0.024000
Kernel 2: 90.514000
Copyback: 0.016000
Sum: 0.035000
It 9,Best ac:0.001773 1.000000 fi:0.099499. Ave ac:0.003418,0.004814
Iteration 10:MDL fitness activated
Error 0.099499 TL 0.054488
MDL Theory Length Weight: 0.6086832417 (1)
Initialization: 5.708000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.895000
Kernel 1: 0.023000
Kernel 2: 89.362000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001013 1.000000 fi:0.121322. Ave ac:0.003441,0.004485
Initialization: 5.707000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.895000
Kernel 1: 0.024000
Kernel 2: 88.815002
Copyback: 0.016000
Sum: 0.033000
It 11,Best ac:0.001013 1.000000 fi:0.116941. Ave ac:0.003745,0.005236
Initialization: 5.742000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.882000
Kernel 1: 0.024000
Kernel 2: 88.264000
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.000760 1.000000 fi:0.119388. Ave ac:0.003241,0.005275
Initialization: 5.727000
Memcpy Classifiers: 0.473000
Memcpy Instances: 7.879000
Kernel 1: 0.024000
Kernel 2: 88.764000
Copyback: 0.016000
Sum: 0.027000
It 13,Best ac:0.000760 1.000000 fi:0.124956. Ave ac:0.002537,0.003563
Initialization: 5.758000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.899000
Kernel 1: 0.024000
Kernel 2: 86.869003
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.002027 1.000000 fi:0.114509. Ave ac:0.002873,0.004545
Initialization: 5.737000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.897000
Kernel 1: 0.025000
Kernel 2: 85.189003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001013 1.000000 fi:0.122847. Ave ac:0.002518,0.003865
Initialization: 5.751000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.877000
Kernel 1: 0.024000
Kernel 2: 85.588997
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.001267 1.000000 fi:0.115980. Ave ac:0.002685,0.005641
Initialization: 5.729000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.896000
Kernel 1: 0.023000
Kernel 2: 83.139000
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.001013 1.000000 fi:0.120821. Ave ac:0.002475,0.005536
Initialization: 5.699000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.909000
Kernel 1: 0.024000
Kernel 2: 84.782997
Copyback: 0.019000
Sum: 0.040000
It 18,Best ac:0.000760 1.000000 fi:0.122085. Ave ac:0.003058,0.005802
Initialization: 5.715000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.879000
Kernel 1: 0.024000
Kernel 2: 82.160004
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001013 1.000000 fi:0.114986. Ave ac:0.002892,0.004938
Initialization: 5.737000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.900000
Kernel 1: 0.022000
Kernel 2: 80.995003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001267 1.000000 fi:0.124497. Ave ac:0.002411,0.003725
Initialization: 6.895000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.887000
Kernel 1: 0.024000
Kernel 2: 80.582001
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001013 1.000000 fi:0.117220. Ave ac:0.002662,0.003734
Initialization: 5.708000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.385000
Kernel 1: 0.036000
Kernel 2: 79.643997
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001013 1.000000 fi:0.120895. Ave ac:0.001856,0.002955
Initialization: 5.733000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.906000
Kernel 1: 0.024000
Kernel 2: 82.234001
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.001267 1.000000 fi:0.116365. Ave ac:0.002872,0.005014
MDL Theory Length Weight: 0.5478149175 (10)
Initialization: 5.775000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.884000
Kernel 1: 0.024000
Kernel 2: 82.404999
Copyback: 0.016000
Sum: 0.029000
It 24,Best ac:0.001013 1.000000 fi:0.114822. Ave ac:0.002893,0.004119
Initialization: 5.707000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.903000
Kernel 1: 0.024000
Kernel 2: 79.435997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001013 1.000000 fi:0.116921. Ave ac:0.002824,0.004789
Initialization: 5.713000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.891000
Kernel 1: 0.024000
Kernel 2: 78.676003
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000760 1.000000 fi:0.115341. Ave ac:0.003142,0.005046
Initialization: 5.749000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.879000
Kernel 1: 0.024000
Kernel 2: 79.246002
Copyback: 0.016000
Sum: 0.029000
It 27,Best ac:0.001013 1.000000 fi:0.113791. Ave ac:0.002592,0.004101
Initialization: 5.716000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.908000
Kernel 1: 0.023000
Kernel 2: 79.989998
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001013 1.000000 fi:0.117130. Ave ac:0.003291,0.004482
Initialization: 5.736000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.883000
Kernel 1: 0.023000
Kernel 2: 79.945999
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.000760 1.000000 fi:0.120705. Ave ac:0.003200,0.003851
Initialization: 5.846000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.881000
Kernel 1: 0.024000
Kernel 2: 79.675003
Copyback: 0.016000
Sum: 0.032000
It 30,Best ac:0.000760 1.000000 fi:0.117008. Ave ac:0.002522,0.004218
Initialization: 5.991000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.184000
Kernel 1: 0.024000
Kernel 2: 82.981003
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001013 1.000000 fi:0.115703. Ave ac:0.001869,0.002666
Initialization: 5.746000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.880000
Kernel 1: 0.024000
Kernel 2: 80.754997
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001013 1.000000 fi:0.115232. Ave ac:0.002084,0.002828
Initialization: 5.743000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.259000
Kernel 1: 0.023000
Kernel 2: 81.079002
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.001520 1.000000 fi:0.111802. Ave ac:0.002181,0.003298
Initialization: 27.160999
Memcpy Instances: 390.657990
Memcpy Classifiers: 0.082000
Kernel 1: 0.026000
Kernel 2: 540.158997
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 527.744019
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 531.687988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 531.728027
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.011000
Kernel 2: 518.030029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 522.411011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 518.530029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 530.758972
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 524.525024
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 449.003998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000846 0.613971 fi:0.499899. Ave ac:0.002088,0.007029
Best acc 0.000846 0.613971
Rule:Att PSSM_-2_10 is [>-2.657532]|Att PSSM_0_5 is [>-0.378258]|Att PSSM_0_6 is [<1.920504]|Att PSSM_0_12 is [<-2.976961]|Att PSSM_0_20 is [-0.767496,4.767496]|Att PSSM_1_2 is [<3.710433]|Att PSSM_1_12 is [<-1.270310]|Att PSSM_1_14 is [>-1.929426]|Att PSSM_2_2 is [>-3.208652]|Att PSSM_2_18 is [<4.991581]|Att PSSM_3_5 is [-4.533594,4.533594]|Att PSSM_3_12 is [<6.423457]|1
Accuracy : 0.783701
0	1	
155207	8873	
41879	28679	
Removed 269 instances. 197086 Instances left. Acc of rule 0.000866-0.635688
Initialization: 5.906000
Memcpy Classifiers: 0.577000
Memcpy Instances: 7.884000
Kernel 1: 0.026000
Kernel 2: 97.170998
Copyback: 0.016000
Sum: 0.040000
Initial population average accuracy1:0.004933 accuracy2:0.200055
Initialization: 5.721000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.896000
Kernel 1: 0.024000
Kernel 2: 97.711998
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.001522 0.857143 fi:0.242472. Ave ac:0.005569,0.010257
Initialization: 5.721000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.874000
Kernel 1: 0.024000
Kernel 2: 97.816002
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000761 0.750000 fi:0.349974. Ave ac:0.006175,0.011285
Initialization: 5.700000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.883000
Kernel 1: 0.024000
Kernel 2: 96.563004
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.000761 1.000000 fi:0.099974. Ave ac:0.005698,0.010025
Initialization: 5.719000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.885000
Kernel 1: 0.024000
Kernel 2: 94.926003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001268 0.833333 fi:0.266402. Ave ac:0.004572,0.008417
Initialization: 5.684000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.889000
Kernel 1: 0.024000
Kernel 2: 94.543999
Copyback: 0.018000
Sum: 0.039000
It 4,Best ac:0.001015 0.800000 fi:0.299855. Ave ac:0.003776,0.006006
Initialization: 5.693000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.882000
Kernel 1: 0.023000
Kernel 2: 93.931000
Copyback: 0.017000
Sum: 0.039000
It 5,Best ac:0.000761 1.000000 fi:0.099974. Ave ac:0.003159,0.005755
Initialization: 5.670000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.895000
Kernel 1: 0.023000
Kernel 2: 95.836998
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001269 1.000000 fi:0.099734. Ave ac:0.003182,0.005227
Initialization: 5.723000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.885000
Kernel 1: 0.023000
Kernel 2: 93.837997
Copyback: 0.018000
Sum: 0.037000
It 7,Best ac:0.001776 0.875000 fi:0.224496. Ave ac:0.003597,0.005412
Initialization: 5.728000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.879000
Kernel 1: 0.024000
Kernel 2: 94.959999
Copyback: 0.017000
Sum: 0.026000
It 8,Best ac:0.001268 1.000000 fi:0.099735. Ave ac:0.003227,0.004493
Initialization: 5.697000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.890000
Kernel 1: 0.024000
Kernel 2: 94.614998
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.001522 1.000000 fi:0.099615. Ave ac:0.003421,0.005540
Iteration 10:MDL fitness activated
Error 0.099615 TL 0.038335
MDL Theory Length Weight: 0.8661817773 (1)
Initialization: 5.770000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.875000
Kernel 1: 0.024000
Kernel 2: 93.222000
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000761 1.000000 fi:0.138205. Ave ac:0.002398,0.004532
Initialization: 5.699000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.881000
Kernel 1: 0.023000
Kernel 2: 92.740997
Copyback: 0.018000
Sum: 0.032000
It 11,Best ac:0.000761 1.000000 fi:0.138562. Ave ac:0.002295,0.003630
Initialization: 5.713000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.883000
Kernel 1: 0.024000
Kernel 2: 92.385002
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.000761 1.000000 fi:0.146081. Ave ac:0.002333,0.003842
Initialization: 5.735000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.867000
Kernel 1: 0.023000
Kernel 2: 93.189003
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001776 1.000000 fi:0.131490. Ave ac:0.002966,0.004775
Initialization: 5.708000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.882000
Kernel 1: 0.024000
Kernel 2: 94.543999
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000761 1.000000 fi:0.141444. Ave ac:0.002698,0.003670
Initialization: 5.716000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.869000
Kernel 1: 0.024000
Kernel 2: 95.636002
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001015 1.000000 fi:0.131661. Ave ac:0.002428,0.003584
Initialization: 5.736000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.873000
Kernel 1: 0.025000
Kernel 2: 93.070000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000761 1.000000 fi:0.129529. Ave ac:0.001956,0.003314
Initialization: 5.736000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.876000
Kernel 1: 0.024000
Kernel 2: 93.931000
Copyback: 0.018000
Sum: 0.040000
It 17,Best ac:0.000761 1.000000 fi:0.135465. Ave ac:0.002417,0.004942
Initialization: 5.700000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.881000
Kernel 1: 0.024000
Kernel 2: 92.000000
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.001522 1.000000 fi:0.135185. Ave ac:0.001851,0.003780
Initialization: 5.732000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.886000
Kernel 1: 0.024000
Kernel 2: 94.526001
Copyback: 0.018000
Sum: 0.035000
It 19,Best ac:0.002283 1.000000 fi:0.128852. Ave ac:0.002401,0.003387
Initialization: 5.692000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.883000
Kernel 1: 0.024000
Kernel 2: 93.473999
Copyback: 0.018000
Sum: 0.042000
It 20,Best ac:0.000761 1.000000 fi:0.128599. Ave ac:0.002305,0.003767
Initialization: 5.732000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.890000
Kernel 1: 0.023000
Kernel 2: 94.156998
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.000761 1.000000 fi:0.136386. Ave ac:0.001897,0.002954
Initialization: 5.709000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.869000
Kernel 1: 0.024000
Kernel 2: 93.628998
Copyback: 0.018000
Sum: 0.036000
It 22,Best ac:0.000761 1.000000 fi:0.137404. Ave ac:0.002032,0.002793
Initialization: 5.709000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.880000
Kernel 1: 0.024000
Kernel 2: 95.644997
Copyback: 0.016000
Sum: 0.033000
It 23,Best ac:0.000761 1.000000 fi:0.136848. Ave ac:0.001586,0.002027
Initialization: 5.733000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.873000
Kernel 1: 0.024000
Kernel 2: 97.294998
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.002536 1.000000 fi:0.129053. Ave ac:0.001877,0.002757
Initialization: 5.718000
Memcpy Classifiers: 0.510000
Memcpy Instances: 7.893000
Kernel 1: 0.022000
Kernel 2: 96.497002
Copyback: 0.016000
Sum: 0.029000
It 25,Best ac:0.000761 1.000000 fi:0.132308. Ave ac:0.002135,0.003067
Initialization: 5.771000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.894000
Kernel 1: 0.024000
Kernel 2: 94.142998
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001015 1.000000 fi:0.128019. Ave ac:0.001959,0.002835
Initialization: 5.699000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.886000
Kernel 1: 0.024000
Kernel 2: 92.061996
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000761 1.000000 fi:0.139576. Ave ac:0.001520,0.002598
Initialization: 5.719000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.878000
Kernel 1: 0.024000
Kernel 2: 91.995003
Copyback: 0.016000
Sum: 0.030000
It 28,Best ac:0.000761 1.000000 fi:0.129530. Ave ac:0.001633,0.001865
Initialization: 5.700000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.874000
Kernel 1: 0.023000
Kernel 2: 90.434998
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001269 1.000000 fi:0.132013. Ave ac:0.002080,0.002498
Initialization: 5.695000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.891000
Kernel 1: 0.024000
Kernel 2: 91.311996
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001015 1.000000 fi:0.129771. Ave ac:0.002095,0.002721
Initialization: 5.760000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.866000
Kernel 1: 0.030000
Kernel 2: 92.693001
Copyback: 0.016000
Sum: 0.037000
It 31,Best ac:0.000761 1.000000 fi:0.125210. Ave ac:0.002351,0.003540
Initialization: 5.719000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.879000
Kernel 1: 0.023000
Kernel 2: 90.945000
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.000761 1.000000 fi:0.131535. Ave ac:0.001737,0.002311
Initialization: 5.676000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.881000
Kernel 1: 0.023000
Kernel 2: 92.413002
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001269 1.000000 fi:0.131586. Ave ac:0.001896,0.002374
Initialization: 27.743999
Memcpy Instances: 480.238007
Memcpy Classifiers: 0.095000
Kernel 1: 0.024000
Kernel 2: 581.843994
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 591.729004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.012000
Kernel 2: 602.226013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 562.325989
Copyback: 0.366000
Sum: 0.002000
Memcpy Classifiers: 0.131000
Kernel 1: 0.022000
Kernel 2: 593.862000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 573.848999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 571.320984
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 564.216980
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 572.028992
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.075000
Kernel 1: 0.016000
Kernel 2: 434.408997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000863 0.607143 fi:0.524635. Ave ac:0.001683,0.005301
Best acc 0.000863 0.607143
Initialization: 5.706000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.878000
Kernel 1: 0.023000
Kernel 2: 96.584000
Copyback: 0.021000
Sum: 0.049000
Initial population average accuracy1:0.004940 accuracy2:0.227106
Initialization: 5.683000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.895000
Kernel 1: 0.024000
Kernel 2: 95.689003
Copyback: 0.017000
Sum: 0.031000
It 0,Best ac:0.000507 1.000000 fi:0.354083. Ave ac:0.004106,0.008112
Initialization: 5.722000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.871000
Kernel 1: 0.024000
Kernel 2: 96.987000
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.001015 0.800000 fi:0.299854. Ave ac:0.004727,0.008886
Initialization: 5.723000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.892000
Kernel 1: 0.023000
Kernel 2: 96.799004
Copyback: 0.018000
Sum: 0.037000
It 2,Best ac:0.000761 1.000000 fi:0.099974. Ave ac:0.004307,0.007669
Initialization: 5.750000
Memcpy Classifiers: 0.611000
Memcpy Instances: 7.877000
Kernel 1: 0.023000
Kernel 2: 95.865997
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000761 1.000000 fi:0.099974. Ave ac:0.003467,0.005323
Initialization: 5.889000
Memcpy Classifiers: 0.593000
Memcpy Instances: 7.881000
Kernel 1: 0.024000
Kernel 2: 97.792999
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001015 1.000000 fi:0.099854. Ave ac:0.003240,0.005253
Initialization: 5.730000
Memcpy Classifiers: 0.595000
Memcpy Instances: 7.882000
Kernel 1: 0.024000
Kernel 2: 95.630997
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.001522 0.750000 fi:0.349614. Ave ac:0.002976,0.004972
Initialization: 5.700000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.884000
Kernel 1: 0.024000
Kernel 2: 95.929001
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001015 1.000000 fi:0.099854. Ave ac:0.003342,0.004900
Initialization: 5.734000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.873000
Kernel 1: 0.024000
Kernel 2: 94.497002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.000761 1.000000 fi:0.099974. Ave ac:0.002720,0.004850
Initialization: 5.708000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.882000
Kernel 1: 0.025000
Kernel 2: 96.195000
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001268 1.000000 fi:0.099735. Ave ac:0.002869,0.004842
Initialization: 5.719000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.894000
Kernel 1: 0.024000
Kernel 2: 97.808998
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001776 1.000000 fi:0.099496. Ave ac:0.003084,0.005952
Iteration 10:MDL fitness activated
Error 0.099496 TL 0.038979
MDL Theory Length Weight: 0.8508475324 (1)
Initialization: 5.997000
Memcpy Classifiers: 0.806000
Memcpy Instances: 11.412000
Kernel 1: 0.023000
Kernel 2: 95.035004
Copyback: 0.016000
Sum: 0.033000
It 10,Best ac:0.000761 1.000000 fi:0.133189. Ave ac:0.002840,0.004768
Initialization: 5.717000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.868000
Kernel 1: 0.024000
Kernel 2: 96.751999
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.001015 1.000000 fi:0.139891. Ave ac:0.002841,0.005097
Initialization: 5.727000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.898000
Kernel 1: 0.024000
Kernel 2: 95.946999
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001268 1.000000 fi:0.127248. Ave ac:0.003037,0.005572
Initialization: 5.717000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.892000
Kernel 1: 0.023000
Kernel 2: 95.549004
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001015 1.000000 fi:0.125108. Ave ac:0.002472,0.003363
Initialization: 5.719000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.880000
Kernel 1: 0.024000
Kernel 2: 99.239998
Copyback: 0.018000
Sum: 0.030000
It 14,Best ac:0.000761 1.000000 fi:0.130260. Ave ac:0.002672,0.005379
Initialization: 5.724000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.886000
Kernel 1: 0.024000
Kernel 2: 96.755997
Copyback: 0.371000
Sum: 0.038000
It 15,Best ac:0.000761 1.000000 fi:0.130813. Ave ac:0.002472,0.005180
Initialization: 5.747000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.866000
Kernel 1: 0.023000
Kernel 2: 97.853996
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000761 1.000000 fi:0.125799. Ave ac:0.003285,0.005034
Initialization: 5.805000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.956000
Kernel 1: 0.024000
Kernel 2: 96.041000
Copyback: 0.017000
Sum: 0.037000
It 17,Best ac:0.001015 1.000000 fi:0.126652. Ave ac:0.002765,0.004124
Initialization: 6.375000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.285000
Kernel 1: 0.023000
Kernel 2: 95.212997
Copyback: 0.019000
Sum: 0.042000
It 18,Best ac:0.001268 1.000000 fi:0.128404. Ave ac:0.003337,0.005060
Initialization: 6.224000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.151000
Kernel 1: 0.023000
Kernel 2: 95.110001
Copyback: 0.018000
Sum: 0.036000
It 19,Best ac:0.001015 1.000000 fi:0.123779. Ave ac:0.002571,0.003597
Initialization: 5.930000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.908000
Kernel 1: 0.023000
Kernel 2: 94.207001
Copyback: 0.018000
Sum: 0.039000
It 20,Best ac:0.000761 1.000000 fi:0.129225. Ave ac:0.002739,0.004546
Initialization: 7.104000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.885000
Kernel 1: 0.023000
Kernel 2: 97.266998
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001269 1.000000 fi:0.121968. Ave ac:0.001736,0.002272
Initialization: 6.353000
Memcpy Classifiers: 0.747000
Memcpy Instances: 11.022000
Kernel 1: 0.030000
Kernel 2: 95.349998
Copyback: 0.016000
Sum: 0.030000
It 22,Best ac:0.001015 1.000000 fi:0.127312. Ave ac:0.001832,0.003415
Initialization: 6.528000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.434000
Kernel 1: 0.025000
Kernel 2: 93.250999
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.000761 1.000000 fi:0.123811. Ave ac:0.002285,0.004014
Initialization: 6.786000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.028000
Kernel 1: 0.032000
Kernel 2: 91.436996
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.000761 1.000000 fi:0.124438. Ave ac:0.002027,0.003261
Initialization: 5.808000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.878000
Kernel 1: 0.023000
Kernel 2: 91.092003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001014 1.000000 fi:0.122880. Ave ac:0.001580,0.003198
Initialization: 5.729000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.941000
Kernel 1: 0.027000
Kernel 2: 91.042000
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.000761 1.000000 fi:0.122864. Ave ac:0.002203,0.003853
Initialization: 5.783000
Memcpy Classifiers: 0.414000
Memcpy Instances: 10.569000
Kernel 1: 0.024000
Kernel 2: 85.994003
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001268 1.000000 fi:0.121969. Ave ac:0.001978,0.003099
Initialization: 5.711000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.106000
Kernel 1: 0.026000
Kernel 2: 87.563004
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000761 1.000000 fi:0.125840. Ave ac:0.002463,0.005693
Initialization: 5.765000
Memcpy Classifiers: 0.449000
Memcpy Instances: 9.323000
Kernel 1: 0.038000
Kernel 2: 90.561996
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000761 1.000000 fi:0.123482. Ave ac:0.001853,0.003469
Initialization: 5.720000
Memcpy Classifiers: 0.490000
Memcpy Instances: 11.602000
Kernel 1: 0.026000
Kernel 2: 88.666000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001015 1.000000 fi:0.131007. Ave ac:0.001913,0.004155
MDL Theory Length Weight: 0.7657627792 (10)
Initialization: 5.790000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.577000
Kernel 1: 0.023000
Kernel 2: 88.568001
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001015 1.000000 fi:0.115758. Ave ac:0.002100,0.003824
Initialization: 5.786000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.688000
Kernel 1: 0.023000
Kernel 2: 92.718002
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000761 1.000000 fi:0.119993. Ave ac:0.002076,0.003112
Initialization: 7.768000
Memcpy Classifiers: 0.740000
Memcpy Instances: 7.879000
Kernel 1: 0.024000
Kernel 2: 93.402000
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001776 1.000000 fi:0.113506. Ave ac:0.002501,0.005624
Initialization: 27.555000
Memcpy Instances: 393.302002
Memcpy Classifiers: 0.090000
Kernel 1: 0.026000
Kernel 2: 592.760986
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 570.687988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 600.745972
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 581.458984
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 577.775024
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 601.929993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 597.005981
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 608.668030
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 584.744019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 443.841003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000883 0.656604 fi:0.463324. Ave ac:0.001706,0.006004
Best acc 0.000883 0.656604
Rule:Att PSSM_-4_6 is [-4.552483,8.096260]|Att PSSM_-3_3 is [-6.952054,-0.809303]|Att PSSM_-2_1 is [<3.160342]|Att PSSM_-1_7 is [<3.929529]|Att PSSM_-1_9 is [<8.555687]|Att PSSM_-1_19 is [-2.984658,7.075071]|Att PSSM_0_7 is [<-4.916016]|Att PSSM_0_8 is [<3.587069]|Att PSSM_0_10 is [>0.321831]|Att PSSM_0_19 is [-4.544106,7.742625]|Att PSSM_0_20 is [>-2.995813]|Att PSSM_3_10 is [0.522309,7.111602]|1
Accuracy : 0.784055
0	1	
155116	8964	
41705	28853	
Removed 265 instances. 196821 Instances left. Acc of rule 0.000883-0.656604
Initialization: 5.737000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.866000
Kernel 1: 0.026000
Kernel 2: 96.342003
Copyback: 0.018000
Sum: 0.039000
Initial population average accuracy1:0.005664 accuracy2:0.204119
Initialization: 5.716000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.865000
Kernel 1: 0.024000
Kernel 2: 96.237999
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.000508 1.000000 fi:0.350986. Ave ac:0.006202,0.010236
Initialization: 5.695000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.871000
Kernel 1: 0.023000
Kernel 2: 98.099998
Copyback: 0.017000
Sum: 0.025000
It 1,Best ac:0.001016 1.000000 fi:0.099852. Ave ac:0.006651,0.011628
Initialization: 5.719000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.867000
Kernel 1: 0.024000
Kernel 2: 96.303001
Copyback: 0.017000
Sum: 0.026000
It 2,Best ac:0.000762 1.000000 fi:0.099973. Ave ac:0.005613,0.011166
Initialization: 5.747000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.878000
Kernel 1: 0.024000
Kernel 2: 96.200996
Copyback: 0.018000
Sum: 0.024000
It 3,Best ac:0.001778 0.875000 fi:0.224493. Ave ac:0.004941,0.009361
Initialization: 5.739000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.862000
Kernel 1: 0.024000
Kernel 2: 94.082001
Copyback: 0.017000
Sum: 0.026000
It 4,Best ac:0.001016 1.000000 fi:0.099852. Ave ac:0.004831,0.010346
Initialization: 5.716000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.859000
Kernel 1: 0.024000
Kernel 2: 93.648003
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001016 1.000000 fi:0.099852. Ave ac:0.004557,0.009074
Initialization: 5.691000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.869000
Kernel 1: 0.023000
Kernel 2: 92.352997
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001016 1.000000 fi:0.099852. Ave ac:0.002745,0.005612
Initialization: 5.703000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.884000
Kernel 1: 0.023000
Kernel 2: 92.218002
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001270 1.000000 fi:0.099732. Ave ac:0.002707,0.005495
Initialization: 5.765000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 92.355003
Copyback: 0.018000
Sum: 0.038000
It 8,Best ac:0.001270 1.000000 fi:0.099732. Ave ac:0.002521,0.004233
Initialization: 5.682000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.886000
Kernel 1: 0.023000
Kernel 2: 94.138000
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.001524 1.000000 fi:0.099612. Ave ac:0.002675,0.004455
Iteration 10:MDL fitness activated
Error 0.099612 TL 0.033460
MDL Theory Length Weight: 0.9923611932 (1)
Initialization: 5.696000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.868000
Kernel 1: 0.024000
Kernel 2: 94.030998
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.000762 1.000000 fi:0.142793. Ave ac:0.002305,0.004465
Initialization: 5.722000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.855000
Kernel 1: 0.024000
Kernel 2: 93.008003
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.001524 0.857143 fi:0.277411. Ave ac:0.002261,0.003522
Initialization: 5.669000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.886000
Kernel 1: 0.024000
Kernel 2: 95.117996
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000762 1.000000 fi:0.140522. Ave ac:0.001898,0.003268
Initialization: 5.753000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.855000
Kernel 1: 0.024000
Kernel 2: 93.683998
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001270 1.000000 fi:0.140690. Ave ac:0.002007,0.002805
Initialization: 5.819000
Memcpy Classifiers: 0.528000
Memcpy Instances: 8.048000
Kernel 1: 0.023000
Kernel 2: 93.608002
Copyback: 0.018000
Sum: 0.039000
It 14,Best ac:0.000762 1.000000 fi:0.122305. Ave ac:0.001749,0.002314
Initialization: 5.667000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.864000
Kernel 1: 0.029000
Kernel 2: 94.348000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000762 1.000000 fi:0.144479. Ave ac:0.002129,0.003121
Initialization: 5.688000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.857000
Kernel 1: 0.024000
Kernel 2: 94.740997
Copyback: 0.017000
Sum: 0.043000
It 16,Best ac:0.000762 1.000000 fi:0.141841. Ave ac:0.002083,0.002645
Initialization: 5.702000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.875000
Kernel 1: 0.023000
Kernel 2: 94.035004
Copyback: 0.370000
Sum: 0.030000
It 17,Best ac:0.000762 1.000000 fi:0.142275. Ave ac:0.002129,0.002907
Initialization: 5.732000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.871000
Kernel 1: 0.024000
Kernel 2: 94.597000
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000762 1.000000 fi:0.141673. Ave ac:0.002426,0.003727
Initialization: 7.465000
Memcpy Classifiers: 0.905000
Memcpy Instances: 11.905000
Kernel 1: 0.025000
Kernel 2: 96.959000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001270 1.000000 fi:0.138436. Ave ac:0.002283,0.002908
Initialization: 7.078000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.870000
Kernel 1: 0.024000
Kernel 2: 96.146004
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.001016 1.000000 fi:0.135184. Ave ac:0.002147,0.002480
Initialization: 5.709000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.864000
Kernel 1: 0.024000
Kernel 2: 94.122002
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000762 1.000000 fi:0.140298. Ave ac:0.001545,0.001756
Initialization: 5.710000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.863000
Kernel 1: 0.023000
Kernel 2: 92.973999
Copyback: 0.016000
Sum: 0.030000
It 22,Best ac:0.000762 1.000000 fi:0.133062. Ave ac:0.001269,0.001857
Initialization: 5.710000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.876000
Kernel 1: 0.022000
Kernel 2: 92.761002
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001016 1.000000 fi:0.132551. Ave ac:0.001795,0.002418
MDL Theory Length Weight: 0.8931250738 (10)
Initialization: 5.731000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.875000
Kernel 1: 0.024000
Kernel 2: 92.001999
Copyback: 0.018000
Sum: 0.027000
It 24,Best ac:0.001270 1.000000 fi:0.130497. Ave ac:0.001309,0.001911
Initialization: 5.721000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.877000
Kernel 1: 0.024000
Kernel 2: 91.565002
Copyback: 0.017000
Sum: 0.040000
It 25,Best ac:0.000762 1.000000 fi:0.120072. Ave ac:0.002025,0.002499
Initialization: 8.181000
Memcpy Classifiers: 0.808000
Memcpy Instances: 8.089000
Kernel 1: 0.023000
Kernel 2: 91.257004
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.000762 1.000000 fi:0.121267. Ave ac:0.002074,0.002654
Initialization: 5.733000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.862000
Kernel 1: 0.024000
Kernel 2: 89.783997
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.001016 1.000000 fi:0.130887. Ave ac:0.001835,0.002612
Initialization: 5.684000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.865000
Kernel 1: 0.024000
Kernel 2: 89.949997
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.003302 1.000000 fi:0.130195. Ave ac:0.001827,0.002273
Initialization: 5.743000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.871000
Kernel 1: 0.023000
Kernel 2: 88.357002
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.001016 1.000000 fi:0.132728. Ave ac:0.001719,0.002204
Initialization: 5.714000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.864000
Kernel 1: 0.023000
Kernel 2: 90.030998
Copyback: 0.018000
Sum: 0.040000
It 30,Best ac:0.000762 1.000000 fi:0.127768. Ave ac:0.001967,0.002473
Initialization: 5.705000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.872000
Kernel 1: 0.023000
Kernel 2: 89.519997
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001016 1.000000 fi:0.126145. Ave ac:0.002286,0.003371
Initialization: 5.697000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.880000
Kernel 1: 0.024000
Kernel 2: 89.485001
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.001016 1.000000 fi:0.130887. Ave ac:0.002396,0.003466
Initialization: 5.718000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.877000
Kernel 1: 0.024000
Kernel 2: 87.625000
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.001270 1.000000 fi:0.133678. Ave ac:0.002079,0.002875
Initialization: 27.802000
Memcpy Instances: 398.256012
Memcpy Classifiers: 0.093000
Kernel 1: 0.028000
Kernel 2: 569.442017
Copyback: 0.019000
Sum: 0.016000
Memcpy Classifiers: 0.091000
Kernel 1: 0.017000
Kernel 2: 566.630005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 562.849976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.126000
Kernel 1: 0.020000
Kernel 2: 564.122009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 552.385010
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.127000
Kernel 1: 0.023000
Kernel 2: 562.166992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.125000
Kernel 1: 0.020000
Kernel 2: 559.859009
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.125000
Kernel 1: 0.022000
Kernel 2: 560.841980
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 563.211975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 414.233002
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000716 0.613043 fi:0.520897. Ave ac:0.001889,0.006014
Best acc 0.000716 0.613043
Initialization: 5.754000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.887000
Kernel 1: 0.023000
Kernel 2: 95.247002
Copyback: 0.016000
Sum: 0.038000
Initial population average accuracy1:0.005023 accuracy2:0.201923
Initialization: 5.713000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.869000
Kernel 1: 0.024000
Kernel 2: 94.929001
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.001524 0.857143 fi:0.242469. Ave ac:0.005601,0.010492
Initialization: 5.699000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.892000
Kernel 1: 0.022000
Kernel 2: 95.151001
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000508 1.000000 fi:0.351763. Ave ac:0.004711,0.008463
Initialization: 5.747000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.859000
Kernel 1: 0.024000
Kernel 2: 95.563004
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000762 1.000000 fi:0.099973. Ave ac:0.004363,0.007673
Initialization: 5.702000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.870000
Kernel 1: 0.024000
Kernel 2: 93.936996
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.001270 0.833333 fi:0.266399. Ave ac:0.004295,0.008196
Initialization: 6.785000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.949000
Kernel 1: 0.023000
Kernel 2: 93.306000
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.001270 0.833333 fi:0.266399. Ave ac:0.003233,0.008149
Initialization: 5.704000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.882000
Kernel 1: 0.023000
Kernel 2: 93.624001
Copyback: 0.018000
Sum: 0.041000
It 5,Best ac:0.000762 0.750000 fi:0.349973. Ave ac:0.003949,0.005694
Initialization: 5.716000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.854000
Kernel 1: 0.023000
Kernel 2: 92.595001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001524 1.000000 fi:0.099612. Ave ac:0.003750,0.006608
Initialization: 5.685000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 93.737000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.002286 1.000000 fi:0.099251. Ave ac:0.003857,0.007670
Initialization: 6.903000
Memcpy Classifiers: 0.774000
Memcpy Instances: 11.964000
Kernel 1: 0.023000
Kernel 2: 90.184998
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.001016 1.000000 fi:0.099852. Ave ac:0.003557,0.006829
Initialization: 5.714000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.879000
Kernel 1: 0.023000
Kernel 2: 90.120003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001524 1.000000 fi:0.099612. Ave ac:0.003842,0.007327
Iteration 10:MDL fitness activated
Error 0.099612 TL 0.033825
MDL Theory Length Weight: 0.9816483304 (3)
Initialization: 6.027000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.880000
Kernel 1: 0.023000
Kernel 2: 89.999001
Copyback: 0.016000
Sum: 0.031000
It 10,Best ac:0.000762 1.000000 fi:0.119303. Ave ac:0.003978,0.007427
Initialization: 5.729000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.856000
Kernel 1: 0.024000
Kernel 2: 89.817001
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.001016 1.000000 fi:0.125775. Ave ac:0.005030,0.009005
Initialization: 5.712000
Memcpy Classifiers: 0.464000
Memcpy Instances: 7.863000
Kernel 1: 0.025000
Kernel 2: 89.339996
Copyback: 0.016000
Sum: 0.030000
It 12,Best ac:0.001270 1.000000 fi:0.126793. Ave ac:0.004695,0.006374
Initialization: 6.773000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.729000
Kernel 1: 0.023000
Kernel 2: 88.054001
Copyback: 0.017000
Sum: 0.024000
It 13,Best ac:0.001270 1.000000 fi:0.122753. Ave ac:0.004644,0.007935
Initialization: 7.314000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.131000
Kernel 1: 0.025000
Kernel 2: 86.056000
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001270 1.000000 fi:0.123856. Ave ac:0.004871,0.008648
Initialization: 5.991000
Memcpy Classifiers: 0.429000
Memcpy Instances: 12.161000
Kernel 1: 0.023000
Kernel 2: 82.042000
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000762 1.000000 fi:0.128803. Ave ac:0.003874,0.007326
Initialization: 5.708000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.929000
Kernel 1: 0.023000
Kernel 2: 82.388000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000762 1.000000 fi:0.124531. Ave ac:0.003890,0.006399
Initialization: 5.703000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.889000
Kernel 1: 0.024000
Kernel 2: 86.779999
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001016 1.000000 fi:0.118703. Ave ac:0.003625,0.006595
Initialization: 5.706000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.884000
Kernel 1: 0.024000
Kernel 2: 83.640999
Copyback: 0.016000
Sum: 0.029000
It 18,Best ac:0.000762 1.000000 fi:0.121491. Ave ac:0.003771,0.006788
Initialization: 5.779000
Memcpy Classifiers: 0.442000
Memcpy Instances: 7.878000
Kernel 1: 0.023000
Kernel 2: 82.636002
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001016 1.000000 fi:0.115520. Ave ac:0.004067,0.008514
Initialization: 5.703000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.879000
Kernel 1: 0.023000
Kernel 2: 80.748001
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001016 1.000000 fi:0.132039. Ave ac:0.004143,0.009641
Initialization: 5.731000
Memcpy Classifiers: 0.387000
Memcpy Instances: 7.860000
Kernel 1: 0.023000
Kernel 2: 80.056999
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.000762 1.000000 fi:0.122470. Ave ac:0.003665,0.011229
Initialization: 5.704000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.866000
Kernel 1: 0.024000
Kernel 2: 79.771004
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001016 1.000000 fi:0.122132. Ave ac:0.005007,0.013135
Initialization: 5.688000
Memcpy Classifiers: 0.348000
Memcpy Instances: 7.860000
Kernel 1: 0.024000
Kernel 2: 79.138000
Copyback: 0.016000
Sum: 0.031000
It 23,Best ac:0.000762 1.000000 fi:0.117185. Ave ac:0.003736,0.006863
Initialization: 5.712000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.854000
Kernel 1: 0.024000
Kernel 2: 78.744003
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.000762 1.000000 fi:0.117154. Ave ac:0.003368,0.006620
Initialization: 6.214000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.867000
Kernel 1: 0.024000
Kernel 2: 78.602997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000762 1.000000 fi:0.122253. Ave ac:0.003962,0.008249
Initialization: 5.737000
Memcpy Classifiers: 0.361000
Memcpy Instances: 12.170000
Kernel 1: 0.027000
Kernel 2: 77.458000
Copyback: 0.016000
Sum: 0.025000
It 26,Best ac:0.001016 1.000000 fi:0.129084. Ave ac:0.003972,0.007688
Initialization: 5.717000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 77.987000
Copyback: 0.016000
Sum: 0.024000
It 27,Best ac:0.000762 1.000000 fi:0.115117. Ave ac:0.004015,0.007196
Initialization: 5.679000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.865000
Kernel 1: 0.023000
Kernel 2: 78.047997
Copyback: 0.019000
Sum: 0.033000
It 28,Best ac:0.001524 1.000000 fi:0.113863. Ave ac:0.003577,0.006158
Initialization: 5.699000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.864000
Kernel 1: 0.023000
Kernel 2: 77.434998
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.000762 1.000000 fi:0.115117. Ave ac:0.003401,0.005775
Initialization: 5.716000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.856000
Kernel 1: 0.023000
Kernel 2: 75.842003
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001524 1.000000 fi:0.118714. Ave ac:0.002982,0.004667
Initialization: 5.695000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.874000
Kernel 1: 0.024000
Kernel 2: 75.857002
Copyback: 0.019000
Sum: 0.028000
It 31,Best ac:0.001016 1.000000 fi:0.111951. Ave ac:0.003872,0.008128
Initialization: 5.724000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.876000
Kernel 1: 0.024000
Kernel 2: 77.558998
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.001016 1.000000 fi:0.112801. Ave ac:0.003527,0.006805
Initialization: 5.732000
Memcpy Classifiers: 0.411000
Memcpy Instances: 7.860000
Kernel 1: 0.024000
Kernel 2: 75.233002
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000762 1.000000 fi:0.121667. Ave ac:0.003149,0.006303
Initialization: 27.434999
Memcpy Instances: 476.617004
Memcpy Classifiers: 0.113000
Kernel 1: 0.032000
Kernel 2: 518.390015
Copyback: 0.016000
Sum: 0.021000
Memcpy Classifiers: 0.111000
Kernel 1: 0.022000
Kernel 2: 498.582001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 501.502991
Copyback: 0.014000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 498.658997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 500.234985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 509.696014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.020000
Kernel 2: 506.079987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.113000
Kernel 1: 0.020000
Kernel 2: 500.320007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 498.311005
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.086000
Kernel 1: 0.020000
Kernel 2: 389.437988
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.000930 0.603960 fi:0.508032. Ave ac:0.003653,0.013032
Best acc 0.000930 0.603960
Rule:Att PSSM_-4_2 is [<3.907929]|Att PSSM_-3_7 is [-4.368851,-2.008864]|Att PSSM_-2_15 is [-5.551306,-0.448694]|Att PSSM_-1_15 is [<-1.145726]|Att PSSM_0_6 is [<-2.360559]|Att PSSM_0_14 is [-5.865583,4.804168]|Att PSSM_2_6 is [-6.020637,-1.979363]|Att PSSM_3_19 is [-3.795015,3.551167]|Att PSSM_3_20 is [-2.379358,3.131265]|Att PSSM_4_7 is [-4.145947,-0.042412]|Att PSSM_4_15 is [-5.244622,-0.755378]|1
Accuracy : 0.784276
0	1	
155027	9053	
41564	28994	
Removed 230 instances. 196591 Instances left. Acc of rule 0.000716-0.613043
Initialization: 8.017000
Memcpy Classifiers: 0.934000
Memcpy Instances: 11.755000
Kernel 1: 0.028000
Kernel 2: 96.586998
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005020 accuracy2:0.201560
Initialization: 5.682000
Memcpy Classifiers: 0.546000
Memcpy Instances: 7.926000
Kernel 1: 0.023000
Kernel 2: 96.809998
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.000763 1.000000 fi:0.099972. Ave ac:0.006565,0.014638
Initialization: 5.797000
Memcpy Classifiers: 0.530000
Memcpy Instances: 8.123000
Kernel 1: 0.032000
Kernel 2: 96.672997
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.001272 0.714286 fi:0.385444. Ave ac:0.006013,0.011647
Initialization: 5.647000
Memcpy Classifiers: 0.575000
Memcpy Instances: 7.936000
Kernel 1: 0.023000
Kernel 2: 96.214996
Copyback: 0.016000
Sum: 0.024000
It 2,Best ac:0.000509 1.000000 fi:0.348643. Ave ac:0.004721,0.008749
Initialization: 5.714000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.921000
Kernel 1: 0.023000
Kernel 2: 93.206001
Copyback: 0.016000
Sum: 0.028000
It 3,Best ac:0.001018 0.800000 fi:0.299851. Ave ac:0.004246,0.007564
Initialization: 5.685000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.859000
Kernel 1: 0.022000
Kernel 2: 92.455002
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001272 0.833333 fi:0.266397. Ave ac:0.004698,0.008123
Initialization: 5.797000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.874000
Kernel 1: 0.023000
Kernel 2: 91.525002
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.000763 1.000000 fi:0.099971. Ave ac:0.005042,0.008347
Initialization: 5.713000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.864000
Kernel 1: 0.024000
Kernel 2: 91.530998
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.001017 1.000000 fi:0.099851. Ave ac:0.004565,0.006761
Initialization: 5.685000
Memcpy Classifiers: 0.536000
Memcpy Instances: 7.849000
Kernel 1: 0.024000
Kernel 2: 88.392998
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.001780 1.000000 fi:0.099490. Ave ac:0.004162,0.006358
Initialization: 5.705000
Memcpy Classifiers: 0.440000
Memcpy Instances: 7.855000
Kernel 1: 0.022000
Kernel 2: 89.061996
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.000763 1.000000 fi:0.099971. Ave ac:0.004169,0.006902
Initialization: 5.711000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.847000
Kernel 1: 0.023000
Kernel 2: 86.598000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001018 1.000000 fi:0.099851. Ave ac:0.003986,0.009773
Iteration 10:MDL fitness activated
Error 0.099851 TL 0.038288
MDL Theory Length Weight: 0.8692914374 (3)
Initialization: 5.718000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 86.515999
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001017 1.000000 fi:0.126580. Ave ac:0.003917,0.006042
Initialization: 5.710000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.867000
Kernel 1: 0.024000
Kernel 2: 86.111000
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000763 1.000000 fi:0.123636. Ave ac:0.004205,0.006782
Initialization: 5.685000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.859000
Kernel 1: 0.024000
Kernel 2: 83.893997
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001017 1.000000 fi:0.121666. Ave ac:0.003778,0.006812
Initialization: 5.685000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.867000
Kernel 1: 0.023000
Kernel 2: 83.247002
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001780 0.875000 fi:0.258081. Ave ac:0.003572,0.005389
Initialization: 5.687000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.876000
Kernel 1: 0.023000
Kernel 2: 83.163002
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.000763 1.000000 fi:0.122523. Ave ac:0.003736,0.005257
Initialization: 5.707000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.846000
Kernel 1: 0.024000
Kernel 2: 80.452003
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.001018 1.000000 fi:0.122331. Ave ac:0.003001,0.004580
Initialization: 7.462000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 79.168999
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.001017 1.000000 fi:0.130777. Ave ac:0.003410,0.005077
Initialization: 5.700000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.664000
Kernel 1: 0.029000
Kernel 2: 81.448997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000763 1.000000 fi:0.122045. Ave ac:0.003727,0.006788
Initialization: 5.664000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.865000
Kernel 1: 0.024000
Kernel 2: 76.732002
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000763 1.000000 fi:0.124073. Ave ac:0.002615,0.004092
Initialization: 5.718000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.855000
Kernel 1: 0.024000
Kernel 2: 76.984001
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.001272 1.000000 fi:0.121736. Ave ac:0.003369,0.004819
Initialization: 5.703000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.841000
Kernel 1: 0.024000
Kernel 2: 76.941002
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000763 1.000000 fi:0.124670. Ave ac:0.002919,0.004325
Initialization: 5.658000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.868000
Kernel 1: 0.024000
Kernel 2: 76.623001
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000763 1.000000 fi:0.124072. Ave ac:0.002969,0.004578
MDL Theory Length Weight: 0.7823622937 (10)
Initialization: 5.702000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.846000
Kernel 1: 0.023000
Kernel 2: 77.110001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000763 1.000000 fi:0.119777. Ave ac:0.002403,0.003710
Initialization: 5.678000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.864000
Kernel 1: 0.024000
Kernel 2: 76.686996
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.001017 1.000000 fi:0.121543. Ave ac:0.002382,0.003783
Initialization: 7.748000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.872000
Kernel 1: 0.023000
Kernel 2: 77.943001
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000763 1.000000 fi:0.124866. Ave ac:0.002687,0.004537
Initialization: 5.677000
Memcpy Classifiers: 0.386000
Memcpy Instances: 8.611000
Kernel 1: 0.032000
Kernel 2: 77.816002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001018 1.000000 fi:0.121082. Ave ac:0.002670,0.004424
Initialization: 5.665000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.847000
Kernel 1: 0.024000
Kernel 2: 76.279999
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.000763 1.000000 fi:0.119777. Ave ac:0.002438,0.004507
Initialization: 5.687000
Memcpy Classifiers: 0.402000
Memcpy Instances: 7.856000
Kernel 1: 0.024000
Kernel 2: 74.837997
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.000763 1.000000 fi:0.120268. Ave ac:0.002143,0.004015
Initialization: 5.731000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.858000
Kernel 1: 0.024000
Kernel 2: 76.779999
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.000763 1.000000 fi:0.115563. Ave ac:0.002539,0.005244
Initialization: 5.669000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.875000
Kernel 1: 0.024000
Kernel 2: 74.865997
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.001272 1.000000 fi:0.122438. Ave ac:0.002634,0.004384
Initialization: 5.717000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.867000
Kernel 1: 0.024000
Kernel 2: 74.777000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001017 1.000000 fi:0.118676. Ave ac:0.002714,0.003969
Initialization: 5.678000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.862000
Kernel 1: 0.023000
Kernel 2: 75.685997
Copyback: 0.016000
Sum: 0.028000
It 31,Best ac:0.000763 1.000000 fi:0.120554. Ave ac:0.001886,0.002477
Initialization: 6.738000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.297000
Kernel 1: 0.024000
Kernel 2: 76.164001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001018 1.000000 fi:0.119754. Ave ac:0.002184,0.004711
Initialization: 5.708000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.933000
Kernel 1: 0.023000
Kernel 2: 76.504997
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001781 1.000000 fi:0.121635. Ave ac:0.002400,0.003923
Initialization: 27.480000
Memcpy Instances: 476.803009
Memcpy Classifiers: 0.079000
Kernel 1: 0.023000
Kernel 2: 550.499023
Copyback: 0.018000
Sum: 0.018000
Memcpy Classifiers: 0.116000
Kernel 1: 0.024000
Kernel 2: 518.757019
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 516.226013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.113000
Kernel 1: 0.021000
Kernel 2: 530.645020
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 526.892029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 503.596985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 512.791992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 531.065979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 524.333008
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.090000
Kernel 1: 0.020000
Kernel 2: 405.320007
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000738 0.596708 fi:0.525504. Ave ac:0.002416,0.007714
Best acc 0.000738 0.596708
Initialization: 5.708000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.882000
Kernel 1: 0.025000
Kernel 2: 97.208000
Copyback: 0.019000
Sum: 0.051000
Initial population average accuracy1:0.005299 accuracy2:0.206142
Initialization: 5.714000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.854000
Kernel 1: 0.023000
Kernel 2: 96.334000
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.000763 1.000000 fi:0.099972. Ave ac:0.006085,0.011854
Initialization: 5.688000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.863000
Kernel 1: 0.023000
Kernel 2: 95.633003
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001017 0.800000 fi:0.299851. Ave ac:0.005327,0.009886
Initialization: 5.709000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.891000
Kernel 1: 0.023000
Kernel 2: 93.585999
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.001271 0.833333 fi:0.266397. Ave ac:0.004199,0.008725
Initialization: 5.705000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.862000
Kernel 1: 0.024000
Kernel 2: 92.383003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000763 1.000000 fi:0.099971. Ave ac:0.004577,0.008721
Initialization: 5.669000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.853000
Kernel 1: 0.023000
Kernel 2: 90.922997
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001018 1.000000 fi:0.099851. Ave ac:0.004169,0.007817
Initialization: 5.691000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.849000
Kernel 1: 0.024000
Kernel 2: 90.547997
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001017 1.000000 fi:0.099851. Ave ac:0.004060,0.007659
Initialization: 5.683000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.857000
Kernel 1: 0.023000
Kernel 2: 91.389000
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001018 1.000000 fi:0.099851. Ave ac:0.003398,0.006584
Initialization: 5.708000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.861000
Kernel 1: 0.023000
Kernel 2: 88.664001
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000763 1.000000 fi:0.099972. Ave ac:0.003329,0.005799
Initialization: 5.710000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.858000
Kernel 1: 0.023000
Kernel 2: 90.321999
Copyback: 0.016000
Sum: 0.031000
It 8,Best ac:0.001272 1.000000 fi:0.099730. Ave ac:0.003865,0.007136
Initialization: 5.749000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.889000
Kernel 1: 0.023000
Kernel 2: 87.304001
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001526 1.000000 fi:0.099609. Ave ac:0.002994,0.005280
Iteration 10:MDL fitness activated
Error 0.099609 TL 0.030604
MDL Theory Length Weight: 1.0849275563 (1)
Initialization: 5.691000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.863000
Kernel 1: 0.023000
Kernel 2: 84.976997
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.000763 1.000000 fi:0.130042. Ave ac:0.002810,0.005335
Initialization: 6.292000
Memcpy Classifiers: 0.777000
Memcpy Instances: 9.595000
Kernel 1: 0.022000
Kernel 2: 87.550003
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.001271 1.000000 fi:0.130937. Ave ac:0.002829,0.005283
Initialization: 5.719000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.861000
Kernel 1: 0.023000
Kernel 2: 83.178001
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000763 1.000000 fi:0.135750. Ave ac:0.003109,0.007002
Initialization: 7.629000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.279000
Kernel 1: 0.023000
Kernel 2: 85.494003
Copyback: 0.019000
Sum: 0.030000
It 13,Best ac:0.000763 1.000000 fi:0.141465. Ave ac:0.003086,0.008990
Initialization: 7.557000
Memcpy Classifiers: 0.580000
Memcpy Instances: 10.322000
Kernel 1: 0.025000
Kernel 2: 85.238998
Copyback: 0.371000
Sum: 0.028000
It 14,Best ac:0.003053 0.857143 fi:0.268502. Ave ac:0.002609,0.005183
Initialization: 5.737000
Memcpy Classifiers: 0.397000
Memcpy Instances: 11.253000
Kernel 1: 0.023000
Kernel 2: 84.806000
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.001781 1.000000 fi:0.128796. Ave ac:0.002660,0.006029
Initialization: 5.681000
Memcpy Classifiers: 0.377000
Memcpy Instances: 7.931000
Kernel 1: 0.024000
Kernel 2: 83.302002
Copyback: 0.016000
Sum: 0.027000
It 16,Best ac:0.000763 1.000000 fi:0.127348. Ave ac:0.002107,0.004527
Initialization: 5.706000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.850000
Kernel 1: 0.024000
Kernel 2: 82.051003
Copyback: 0.018000
Sum: 0.034000
It 17,Best ac:0.000763 1.000000 fi:0.134113. Ave ac:0.002160,0.004924
Initialization: 5.718000
Memcpy Classifiers: 0.385000
Memcpy Instances: 7.865000
Kernel 1: 0.024000
Kernel 2: 79.253998
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001780 1.000000 fi:0.118728. Ave ac:0.002522,0.005204
Initialization: 5.755000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.864000
Kernel 1: 0.025000
Kernel 2: 75.333000
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.001018 1.000000 fi:0.121085. Ave ac:0.001625,0.003280
Initialization: 5.695000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.860000
Kernel 1: 0.023000
Kernel 2: 76.077003
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.002035 1.000000 fi:0.119214. Ave ac:0.003064,0.007613
Initialization: 5.671000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.862000
Kernel 1: 0.024000
Kernel 2: 74.056000
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.000763 1.000000 fi:0.127211. Ave ac:0.001443,0.002468
Initialization: 5.696000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.853000
Kernel 1: 0.024000
Kernel 2: 75.435997
Copyback: 0.018000
Sum: 0.034000
It 22,Best ac:0.000763 1.000000 fi:0.129756. Ave ac:0.002306,0.005811
Initialization: 8.100000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.119000
Kernel 1: 0.024000
Kernel 2: 74.585999
Copyback: 0.016000
Sum: 0.030000
It 23,Best ac:0.000763 1.000000 fi:0.122570. Ave ac:0.002091,0.003574
Initialization: 7.257000
Memcpy Classifiers: 0.727000
Memcpy Instances: 10.898000
Kernel 1: 0.025000
Kernel 2: 72.265999
Copyback: 0.016000
Sum: 0.026000
It 24,Best ac:0.000763 1.000000 fi:0.120862. Ave ac:0.002038,0.004355
Initialization: 5.686000
Memcpy Classifiers: 0.389000
Memcpy Instances: 7.853000
Kernel 1: 0.024000
Kernel 2: 71.267998
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.001526 1.000000 fi:0.121932. Ave ac:0.001535,0.002042
Initialization: 7.500000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.862000
Kernel 1: 0.024000
Kernel 2: 68.985001
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001272 1.000000 fi:0.128147. Ave ac:0.001044,0.001419
Initialization: 5.700000
Memcpy Classifiers: 0.386000
Memcpy Instances: 7.848000
Kernel 1: 0.025000
Kernel 2: 72.106003
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.000763 1.000000 fi:0.127348. Ave ac:0.001107,0.001578
MDL Theory Length Weight: 0.9764348007 (10)
Initialization: 8.594000
Memcpy Classifiers: 0.615000
Memcpy Instances: 12.022000
Kernel 1: 0.024000
Kernel 2: 68.396004
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000763 1.000000 fi:0.124050. Ave ac:0.001455,0.002044
Initialization: 5.783000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.861000
Kernel 1: 0.024000
Kernel 2: 68.031998
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.001018 1.000000 fi:0.124673. Ave ac:0.001020,0.001606
Initialization: 7.111000
Memcpy Classifiers: 0.577000
Memcpy Instances: 7.846000
Kernel 1: 0.024000
Kernel 2: 70.445999
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000763 1.000000 fi:0.127597. Ave ac:0.001390,0.002149
Initialization: 5.787000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.860000
Kernel 1: 0.024000
Kernel 2: 68.398003
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001272 1.000000 fi:0.127955. Ave ac:0.001349,0.002996
Initialization: 5.711000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.883000
Kernel 1: 0.022000
Kernel 2: 69.921997
Copyback: 0.017000
Sum: 0.042000
It 32,Best ac:0.001018 1.000000 fi:0.118653. Ave ac:0.001378,0.001617
Initialization: 5.668000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.888000
Kernel 1: 0.023000
Kernel 2: 68.873001
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001018 1.000000 fi:0.125734. Ave ac:0.001195,0.001455
Initialization: 30.966999
Memcpy Instances: 453.170990
Memcpy Classifiers: 0.071000
Kernel 1: 0.022000
Kernel 2: 481.485992
Copyback: 0.015000
Sum: 0.019000
Memcpy Classifiers: 0.101000
Kernel 1: 0.023000
Kernel 2: 500.847992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 480.953003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.086000
Kernel 1: 0.017000
Kernel 2: 486.050995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 470.487000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.022000
Kernel 2: 478.500000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.022000
Kernel 2: 484.501007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 484.320007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 483.730988
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 358.859009
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000839 0.673469 fi:0.452349. Ave ac:0.001317,0.004356
Best acc 0.000839 0.673469
Rule:Att PSSM_0_1 is [3.160433,6.590406]|Att PSSM_0_7 is [-4.531484,-1.289896]|Att PSSM_0_16 is [-5.113019,1.890621]|Att PSSM_1_12 is [-6.331596,4.458531]|Att PSSM_2_5 is [-2.885426,9.459127]|Att PSSM_3_15 is [-5.133575,-2.357891]|Att PSSM_4_2 is [-6.941022,6.435192]|Att PSSM_4_4 is [-5.309165,-2.688360]|Att PSSM_4_5 is [<8.648404]|Att PSSM_4_15 is [<5.610775]|1
Accuracy : 0.784638
0	1	
154947	9133	
41399	29159	
Removed 245 instances. 196346 Instances left. Acc of rule 0.000839-0.673469
Initialization: 8.160000
Memcpy Classifiers: 0.935000
Memcpy Instances: 10.859000
Kernel 1: 0.023000
Kernel 2: 97.198997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005541 accuracy2:0.193536
Initialization: 8.202000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.186000
Kernel 1: 0.023000
Kernel 2: 97.987999
Copyback: 0.016000
Sum: 0.049000
It 0,Best ac:0.001019 1.000000 fi:0.099849. Ave ac:0.005255,0.008376
Initialization: 7.388000
Memcpy Classifiers: 0.740000
Memcpy Instances: 10.148000
Kernel 1: 0.023000
Kernel 2: 94.377998
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.001019 0.800000 fi:0.299849. Ave ac:0.005725,0.009594
Initialization: 8.517000
Memcpy Classifiers: 0.731000
Memcpy Instances: 10.184000
Kernel 1: 0.027000
Kernel 2: 93.049004
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001019 0.800000 fi:0.299849. Ave ac:0.005426,0.009073
Initialization: 6.251000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.912000
Kernel 1: 0.023000
Kernel 2: 93.524002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001273 1.000000 fi:0.099728. Ave ac:0.005183,0.009788
Initialization: 5.715000
Memcpy Classifiers: 0.458000
Memcpy Instances: 7.849000
Kernel 1: 0.023000
Kernel 2: 92.945000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001783 1.000000 fi:0.099485. Ave ac:0.003941,0.005893
Initialization: 5.723000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.933000
Kernel 1: 0.032000
Kernel 2: 92.617996
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.001273 1.000000 fi:0.099728. Ave ac:0.003568,0.006195
Initialization: 6.436000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.860000
Kernel 1: 0.028000
Kernel 2: 93.316002
Copyback: 0.018000
Sum: 0.037000
It 6,Best ac:0.001019 0.800000 fi:0.299849. Ave ac:0.003748,0.007093
Initialization: 6.769000
Memcpy Classifiers: 0.640000
Memcpy Instances: 9.863000
Kernel 1: 0.022000
Kernel 2: 91.967003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001019 1.000000 fi:0.099849. Ave ac:0.004130,0.008517
Initialization: 6.390000
Memcpy Classifiers: 0.883000
Memcpy Instances: 9.580000
Kernel 1: 0.023000
Kernel 2: 91.725998
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001019 1.000000 fi:0.099848. Ave ac:0.002994,0.004509
Initialization: 7.488000
Memcpy Classifiers: 0.807000
Memcpy Instances: 8.355000
Kernel 1: 0.023000
Kernel 2: 89.204002
Copyback: 0.018000
Sum: 0.041000
It 9,Best ac:0.001019 1.000000 fi:0.099849. Ave ac:0.002692,0.003911
Iteration 10:MDL fitness activated
Error 0.099849 TL 0.038559
MDL Theory Length Weight: 0.8631598707 (6)
Initialization: 5.957000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.899000
Kernel 1: 0.023000
Kernel 2: 87.432999
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000764 1.000000 fi:0.128807. Ave ac:0.002651,0.004715
Initialization: 6.989000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.465000
Kernel 1: 0.022000
Kernel 2: 89.417000
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.001019 1.000000 fi:0.129182. Ave ac:0.003063,0.005218
Initialization: 6.807000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.335000
Kernel 1: 0.022000
Kernel 2: 89.588997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001019 1.000000 fi:0.133733. Ave ac:0.003390,0.004884
Initialization: 7.432000
Memcpy Classifiers: 0.463000
Memcpy Instances: 12.107000
Kernel 1: 0.026000
Kernel 2: 88.538002
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.000764 1.000000 fi:0.127411. Ave ac:0.003185,0.004501
Initialization: 8.051000
Memcpy Classifiers: 0.696000
Memcpy Instances: 11.090000
Kernel 1: 0.024000
Kernel 2: 86.454002
Copyback: 0.018000
Sum: 0.034000
It 14,Best ac:0.000764 1.000000 fi:0.135258. Ave ac:0.002709,0.004696
Initialization: 7.641000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.866000
Kernel 1: 0.023000
Kernel 2: 88.370003
Copyback: 0.018000
Sum: 0.039000
It 15,Best ac:0.001528 1.000000 fi:0.126560. Ave ac:0.003244,0.005262
Initialization: 5.632000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.857000
Kernel 1: 0.023000
Kernel 2: 86.910004
Copyback: 0.018000
Sum: 0.039000
It 16,Best ac:0.001273 1.000000 fi:0.128186. Ave ac:0.002752,0.004054
Initialization: 7.738000
Memcpy Classifiers: 0.841000
Memcpy Instances: 10.843000
Kernel 1: 0.023000
Kernel 2: 86.220001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.000764 1.000000 fi:0.125111. Ave ac:0.002323,0.003522
Initialization: 5.698000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.039000
Kernel 1: 0.023000
Kernel 2: 85.492996
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001019 1.000000 fi:0.125200. Ave ac:0.002376,0.003598
Initialization: 5.613000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.883000
Kernel 1: 0.023000
Kernel 2: 83.332001
Copyback: 0.018000
Sum: 0.042000
It 19,Best ac:0.001274 1.000000 fi:0.140573. Ave ac:0.002313,0.003630
Initialization: 5.997000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.843000
Kernel 1: 0.024000
Kernel 2: 84.996002
Copyback: 0.016000
Sum: 0.030000
It 20,Best ac:0.000764 1.000000 fi:0.125822. Ave ac:0.002659,0.004119
Initialization: 5.599000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.588000
Kernel 1: 0.025000
Kernel 2: 84.496002
Copyback: 0.018000
Sum: 0.039000
It 21,Best ac:0.000764 1.000000 fi:0.129982. Ave ac:0.002264,0.003314
Initialization: 6.775000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.558000
Kernel 1: 0.032000
Kernel 2: 85.477997
Copyback: 0.016000
Sum: 0.036000
It 22,Best ac:0.001019 1.000000 fi:0.128120. Ave ac:0.002162,0.003474
Initialization: 6.795000
Memcpy Classifiers: 0.776000
Memcpy Instances: 11.304000
Kernel 1: 0.027000
Kernel 2: 85.234001
Copyback: 0.016000
Sum: 0.030000
It 23,Best ac:0.001273 1.000000 fi:0.122600. Ave ac:0.002079,0.003640
Initialization: 6.467000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.870000
Kernel 1: 0.023000
Kernel 2: 87.164001
Copyback: 0.018000
Sum: 0.041000
It 24,Best ac:0.000764 1.000000 fi:0.128974. Ave ac:0.002229,0.003348
Initialization: 5.626000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.910000
Kernel 1: 0.022000
Kernel 2: 87.417999
Copyback: 0.017000
Sum: 0.037000
It 25,Best ac:0.000764 1.000000 fi:0.120803. Ave ac:0.002089,0.003691
Initialization: 5.707000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.467000
Kernel 1: 0.032000
Kernel 2: 86.834999
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000764 1.000000 fi:0.126119. Ave ac:0.002087,0.003481
Initialization: 6.635000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.634000
Kernel 1: 0.023000
Kernel 2: 85.816002
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.000764 1.000000 fi:0.119205. Ave ac:0.001944,0.003352
Initialization: 6.187000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.659000
Kernel 1: 0.027000
Kernel 2: 83.225998
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.002037 1.000000 fi:0.120087. Ave ac:0.001634,0.003181
Initialization: 6.111000
Memcpy Classifiers: 0.681000
Memcpy Instances: 10.882000
Kernel 1: 0.023000
Kernel 2: 83.306000
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.000764 1.000000 fi:0.120803. Ave ac:0.002499,0.003635
Initialization: 7.202000
Memcpy Classifiers: 0.712000
Memcpy Instances: 8.947000
Kernel 1: 0.024000
Kernel 2: 81.148003
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000764 1.000000 fi:0.119472. Ave ac:0.001624,0.002354
Initialization: 5.578000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.843000
Kernel 1: 0.023000
Kernel 2: 82.939003
Copyback: 0.017000
Sum: 0.037000
It 31,Best ac:0.001019 1.000000 fi:0.119645. Ave ac:0.001818,0.003093
Initialization: 7.006000
Memcpy Classifiers: 0.399000
Memcpy Instances: 11.383000
Kernel 1: 0.027000
Kernel 2: 80.949997
Copyback: 0.018000
Sum: 0.037000
It 32,Best ac:0.000764 1.000000 fi:0.117074. Ave ac:0.001895,0.002606
Initialization: 6.853000
Memcpy Classifiers: 0.565000
Memcpy Instances: 8.318000
Kernel 1: 0.032000
Kernel 2: 79.552002
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.000764 1.000000 fi:0.117074. Ave ac:0.001468,0.002641
Initialization: 33.931000
Memcpy Instances: 478.897003
Memcpy Classifiers: 0.081000
Kernel 1: 0.026000
Kernel 2: 534.846985
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 520.653992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 518.671997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 554.034973
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 520.643982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 518.968018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 521.953979
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.116000
Kernel 1: 0.021000
Kernel 2: 544.424988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.106000
Kernel 1: 0.016000
Kernel 2: 505.851990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 393.454987
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001131 0.553616 fi:0.573134. Ave ac:0.001735,0.005715
Best acc 0.001131 0.553616
Initialization: 6.870000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.884000
Kernel 1: 0.026000
Kernel 2: 95.961998
Copyback: 0.018000
Sum: 0.040000
Initial population average accuracy1:0.004847 accuracy2:0.195654
Initialization: 5.722000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.847000
Kernel 1: 0.024000
Kernel 2: 97.156998
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.000764 0.600000 fi:0.499970. Ave ac:0.005417,0.008397
Initialization: 7.087000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.858000
Kernel 1: 0.024000
Kernel 2: 97.967003
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000509 1.000000 fi:0.346283. Ave ac:0.005651,0.009105
Initialization: 6.305000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.234000
Kernel 1: 0.023000
Kernel 2: 97.234001
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000764 1.000000 fi:0.099970. Ave ac:0.005153,0.008857
Initialization: 8.092000
Memcpy Classifiers: 0.839000
Memcpy Instances: 11.733000
Kernel 1: 0.024000
Kernel 2: 95.084999
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.001783 0.777778 fi:0.321708. Ave ac:0.004667,0.007831
Initialization: 6.777000
Memcpy Classifiers: 0.690000
Memcpy Instances: 8.810000
Kernel 1: 0.023000
Kernel 2: 95.664001
Copyback: 0.018000
Sum: 0.045000
It 4,Best ac:0.001019 1.000000 fi:0.099849. Ave ac:0.005134,0.006766
Initialization: 7.563000
Memcpy Classifiers: 0.934000
Memcpy Instances: 11.915000
Kernel 1: 0.023000
Kernel 2: 94.227997
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.000764 1.000000 fi:0.099970. Ave ac:0.004798,0.005953
Initialization: 5.942000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.007000
Kernel 1: 0.032000
Kernel 2: 92.694000
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.000764 1.000000 fi:0.099970. Ave ac:0.003546,0.005325
Initialization: 8.128000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.848000
Kernel 1: 0.024000
Kernel 2: 93.737000
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.000764 1.000000 fi:0.099970. Ave ac:0.003984,0.005711
Initialization: 6.400000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.105000
Kernel 1: 0.023000
Kernel 2: 93.105003
Copyback: 0.017000
Sum: 0.039000
It 8,Best ac:0.001019 1.000000 fi:0.099849. Ave ac:0.003002,0.004602
Initialization: 6.501000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.478000
Kernel 1: 0.024000
Kernel 2: 91.807999
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.003056 1.000000 fi:0.098880. Ave ac:0.003005,0.005109
Iteration 10:MDL fitness activated
Error 0.098880 TL 0.030074
MDL Theory Length Weight: 1.0959689278 (1)
Initialization: 5.693000
Memcpy Classifiers: 0.445000
Memcpy Instances: 7.838000
Kernel 1: 0.024000
Kernel 2: 90.863998
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.000764 1.000000 fi:0.134864. Ave ac:0.003081,0.005480
Initialization: 5.723000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.834000
Kernel 1: 0.024000
Kernel 2: 86.945000
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.001019 1.000000 fi:0.133753. Ave ac:0.002448,0.003226
Initialization: 5.712000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.842000
Kernel 1: 0.025000
Kernel 2: 86.056000
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000764 1.000000 fi:0.136378. Ave ac:0.002209,0.002418
Initialization: 7.142000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.747000
Kernel 1: 0.023000
Kernel 2: 84.430000
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001273 1.000000 fi:0.129901. Ave ac:0.002058,0.002340
Initialization: 5.732000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.837000
Kernel 1: 0.024000
Kernel 2: 83.765999
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000764 1.000000 fi:0.139310. Ave ac:0.001864,0.002211
Initialization: 5.707000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.840000
Kernel 1: 0.024000
Kernel 2: 83.762001
Copyback: 0.018000
Sum: 0.039000
It 15,Best ac:0.001019 1.000000 fi:0.128831. Ave ac:0.001546,0.001948
Initialization: 6.494000
Memcpy Classifiers: 0.442000
Memcpy Instances: 10.979000
Kernel 1: 0.024000
Kernel 2: 87.052002
Copyback: 0.018000
Sum: 0.040000
It 16,Best ac:0.001019 1.000000 fi:0.138129. Ave ac:0.001689,0.002243
Initialization: 5.689000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.859000
Kernel 1: 0.023000
Kernel 2: 84.097000
Copyback: 0.018000
Sum: 0.042000
It 17,Best ac:0.000764 1.000000 fi:0.131805. Ave ac:0.002339,0.003211
Initialization: 7.106000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.910000
Kernel 1: 0.031000
Kernel 2: 84.867996
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000764 1.000000 fi:0.143286. Ave ac:0.001664,0.002218
Initialization: 6.426000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.083000
Kernel 1: 0.022000
Kernel 2: 83.665001
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000764 1.000000 fi:0.129009. Ave ac:0.002261,0.002738
Initialization: 7.626000
Memcpy Classifiers: 0.681000
Memcpy Instances: 10.131000
Kernel 1: 0.032000
Kernel 2: 84.411003
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.000764 1.000000 fi:0.131737. Ave ac:0.002448,0.002965
Initialization: 5.720000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.515000
Kernel 1: 0.026000
Kernel 2: 82.214996
Copyback: 0.019000
Sum: 0.038000
It 21,Best ac:0.001019 1.000000 fi:0.127842. Ave ac:0.002526,0.003456
Initialization: 5.680000
Memcpy Classifiers: 0.426000
Memcpy Instances: 7.889000
Kernel 1: 0.023000
Kernel 2: 79.411003
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000764 1.000000 fi:0.130736. Ave ac:0.001869,0.003690
Initialization: 5.728000
Memcpy Classifiers: 0.595000
Memcpy Instances: 12.027000
Kernel 1: 0.031000
Kernel 2: 81.366997
Copyback: 0.018000
Sum: 0.037000
It 23,Best ac:0.002037 1.000000 fi:0.127580. Ave ac:0.002428,0.003236
Initialization: 5.649000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.886000
Kernel 1: 0.023000
Kernel 2: 78.742996
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001273 1.000000 fi:0.131138. Ave ac:0.001749,0.002127
Initialization: 5.765000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.103000
Kernel 1: 0.023000
Kernel 2: 77.960999
Copyback: 0.016000
Sum: 0.027000
It 25,Best ac:0.000764 1.000000 fi:0.131791. Ave ac:0.001608,0.001698
Initialization: 5.686000
Memcpy Classifiers: 0.409000
Memcpy Instances: 7.866000
Kernel 1: 0.023000
Kernel 2: 74.404999
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000764 1.000000 fi:0.127995. Ave ac:0.001177,0.001806
Initialization: 5.651000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.854000
Kernel 1: 0.024000
Kernel 2: 74.892998
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.000764 1.000000 fi:0.129225. Ave ac:0.001492,0.002628
Initialization: 5.706000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.853000
Kernel 1: 0.024000
Kernel 2: 75.902000
Copyback: 0.019000
Sum: 0.050000
It 28,Best ac:0.000764 1.000000 fi:0.128570. Ave ac:0.002467,0.006383
Initialization: 5.702000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.845000
Kernel 1: 0.024000
Kernel 2: 75.180000
Copyback: 0.019000
Sum: 0.034000
It 29,Best ac:0.001019 1.000000 fi:0.126144. Ave ac:0.002483,0.003729
Initialization: 7.603000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.254000
Kernel 1: 0.024000
Kernel 2: 75.328003
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000764 1.000000 fi:0.129222. Ave ac:0.002475,0.003145
Initialization: 5.713000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.969000
Kernel 1: 0.023000
Kernel 2: 73.772003
Copyback: 0.016000
Sum: 0.027000
It 31,Best ac:0.001019 1.000000 fi:0.129859. Ave ac:0.002890,0.003702
Initialization: 5.691000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.847000
Kernel 1: 0.023000
Kernel 2: 72.693001
Copyback: 0.016000
Sum: 0.027000
It 32,Best ac:0.001019 1.000000 fi:0.123614. Ave ac:0.001632,0.002302
Initialization: 5.683000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.866000
Kernel 1: 0.024000
Kernel 2: 75.362999
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.000764 1.000000 fi:0.121002. Ave ac:0.001958,0.002615
Initialization: 32.262001
Memcpy Instances: 461.782990
Memcpy Classifiers: 0.067000
Kernel 1: 0.026000
Kernel 2: 518.492981
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 487.260010
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.108000
Kernel 1: 0.022000
Kernel 2: 503.865997
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 498.550995
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 500.438995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 494.928986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.011000
Kernel 2: 503.131989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 498.675995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 503.048004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 382.644989
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000983 0.606918 fi:0.521548. Ave ac:0.002376,0.007501
Best acc 0.000983 0.606918
Rule:Att PSSM_-4_2 is [-6.077181,-1.922819]|Att PSSM_-3_3 is [<6.263688]|Att PSSM_-3_7 is [<-2.224439]|Att PSSM_-2_14 is [>-2.530335]|Att PSSM_0_4 is [-7.301006,-2.698994]|Att PSSM_0_5 is [>-2.305449]|Att PSSM_0_18 is [-7.146337,7.146337]|Att PSSM_1_20 is [>-0.282600]|Att PSSM_2_12 is [-6.435884,3.486319]|Att PSSM_4_9 is [-5.294894,-0.705106]|1
Accuracy : 0.784928
0	1	
154822	9258	
41206	29352	
Removed 318 instances. 196028 Instances left. Acc of rule 0.000983-0.606918
Initialization: 5.648000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.842000
Kernel 1: 0.025000
Kernel 2: 95.824997
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.004649 accuracy2:0.216152
Initialization: 5.724000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.837000
Kernel 1: 0.023000
Kernel 2: 95.155998
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.001020 0.666667 fi:0.433180. Ave ac:0.004935,0.009047
Initialization: 5.608000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.868000
Kernel 1: 0.024000
Kernel 2: 95.226997
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001530 0.750000 fi:0.349603. Ave ac:0.004885,0.007894
Initialization: 5.668000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.843000
Kernel 1: 0.024000
Kernel 2: 97.023003
Copyback: 0.016000
Sum: 0.034000
It 2,Best ac:0.000765 1.000000 fi:0.099968. Ave ac:0.005389,0.009255
Initialization: 5.649000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.830000
Kernel 1: 0.023000
Kernel 2: 100.417999
Copyback: 0.016000
Sum: 0.030000
It 3,Best ac:0.001020 1.000000 fi:0.099847. Ave ac:0.003994,0.008574
Initialization: 5.725000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.855000
Kernel 1: 0.022000
Kernel 2: 97.255997
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001531 1.000000 fi:0.099603. Ave ac:0.004004,0.007631
Initialization: 5.929000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.495000
Kernel 1: 0.023000
Kernel 2: 96.217003
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001020 1.000000 fi:0.099847. Ave ac:0.003116,0.004603
Initialization: 5.521000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.885000
Kernel 1: 0.022000
Kernel 2: 94.732002
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001531 1.000000 fi:0.099603. Ave ac:0.002860,0.003898
Initialization: 5.665000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.825000
Kernel 1: 0.023000
Kernel 2: 96.833000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001020 1.000000 fi:0.099847. Ave ac:0.003203,0.004533
Initialization: 5.744000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.854000
Kernel 1: 0.024000
Kernel 2: 97.905998
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.002295 1.000000 fi:0.099238. Ave ac:0.003035,0.004389
Initialization: 5.673000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.858000
Kernel 1: 0.023000
Kernel 2: 98.662003
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001275 1.000000 fi:0.099726. Ave ac:0.002406,0.003485
Iteration 10:MDL fitness activated
Error 0.099726 TL 0.038286
MDL Theory Length Weight: 0.8682570804 (2)
Initialization: 5.549000
Memcpy Classifiers: 0.442000
Memcpy Instances: 7.842000
Kernel 1: 0.024000
Kernel 2: 98.341003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001020 1.000000 fi:0.136072. Ave ac:0.003180,0.005817
Initialization: 5.617000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.843000
Kernel 1: 0.024000
Kernel 2: 96.832001
Copyback: 0.018000
Sum: 0.032000
It 11,Best ac:0.001020 1.000000 fi:0.114899. Ave ac:0.003629,0.006870
Initialization: 5.674000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.829000
Kernel 1: 0.024000
Kernel 2: 92.725998
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000765 1.000000 fi:0.139483. Ave ac:0.003565,0.007125
Initialization: 6.083000
Memcpy Classifiers: 0.443000
Memcpy Instances: 9.153000
Kernel 1: 0.023000
Kernel 2: 93.667000
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.000765 1.000000 fi:0.125512. Ave ac:0.003445,0.005876
Initialization: 5.623000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.845000
Kernel 1: 0.024000
Kernel 2: 98.163002
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.001020 1.000000 fi:0.125805. Ave ac:0.003393,0.006270
Initialization: 5.644000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.835000
Kernel 1: 0.023000
Kernel 2: 96.241997
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001275 1.000000 fi:0.121171. Ave ac:0.003409,0.004899
Initialization: 5.667000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.825000
Kernel 1: 0.024000
Kernel 2: 93.042000
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000765 1.000000 fi:0.121334. Ave ac:0.003989,0.007202
Initialization: 5.671000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.837000
Kernel 1: 0.023000
Kernel 2: 92.080002
Copyback: 0.016000
Sum: 0.028000
It 17,Best ac:0.001276 1.000000 fi:0.120819. Ave ac:0.003396,0.005804
Initialization: 5.611000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.852000
Kernel 1: 0.023000
Kernel 2: 89.879997
Copyback: 0.016000
Sum: 0.033000
It 18,Best ac:0.001020 1.000000 fi:0.121720. Ave ac:0.003417,0.006201
Initialization: 5.689000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.843000
Kernel 1: 0.023000
Kernel 2: 91.579002
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000765 1.000000 fi:0.123061. Ave ac:0.004064,0.007819
Initialization: 5.697000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.849000
Kernel 1: 0.022000
Kernel 2: 92.755997
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.000765 1.000000 fi:0.118299. Ave ac:0.004225,0.007802
MDL Theory Length Weight: 0.7814313724 (10)
Initialization: 5.751000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.881000
Kernel 1: 0.023000
Kernel 2: 96.510002
Copyback: 0.016000
Sum: 0.031000
It 21,Best ac:0.000765 1.000000 fi:0.114394. Ave ac:0.003623,0.006787
Initialization: 5.607000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.865000
Kernel 1: 0.023000
Kernel 2: 93.417000
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000765 1.000000 fi:0.119369. Ave ac:0.003066,0.006086
Initialization: 5.680000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.836000
Kernel 1: 0.023000
Kernel 2: 89.926003
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000765 1.000000 fi:0.120016. Ave ac:0.003787,0.007059
Initialization: 5.698000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.849000
Kernel 1: 0.022000
Kernel 2: 91.459000
Copyback: 0.016000
Sum: 0.036000
It 24,Best ac:0.000765 1.000000 fi:0.113516. Ave ac:0.003597,0.007447
Initialization: 5.663000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.875000
Kernel 1: 0.024000
Kernel 2: 87.808998
Copyback: 0.016000
Sum: 0.028000
It 25,Best ac:0.002041 1.000000 fi:0.115962. Ave ac:0.005304,0.011004
Initialization: 5.638000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.835000
Kernel 1: 0.023000
Kernel 2: 90.105003
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001020 1.000000 fi:0.115761. Ave ac:0.004419,0.008500
Initialization: 5.677000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.835000
Kernel 1: 0.024000
Kernel 2: 90.813004
Copyback: 0.021000
Sum: 0.037000
It 27,Best ac:0.000765 1.000000 fi:0.119368. Ave ac:0.003216,0.005425
Initialization: 5.687000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.852000
Kernel 1: 0.022000
Kernel 2: 88.024002
Copyback: 0.016000
Sum: 0.028000
It 28,Best ac:0.001020 1.000000 fi:0.111870. Ave ac:0.003330,0.006679
Initialization: 5.651000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.845000
Kernel 1: 0.022000
Kernel 2: 88.817001
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.000765 1.000000 fi:0.118622. Ave ac:0.003756,0.006539
Initialization: 5.683000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.821000
Kernel 1: 0.024000
Kernel 2: 89.376999
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.001531 1.000000 fi:0.115901. Ave ac:0.002773,0.004965
Initialization: 5.623000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.837000
Kernel 1: 0.023000
Kernel 2: 91.292000
Copyback: 0.016000
Sum: 0.026000
It 31,Best ac:0.000765 1.000000 fi:0.116643. Ave ac:0.002891,0.005177
Initialization: 5.656000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.830000
Kernel 1: 0.023000
Kernel 2: 91.000000
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001276 1.000000 fi:0.117947. Ave ac:0.002680,0.004449
Initialization: 5.655000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.828000
Kernel 1: 0.024000
Kernel 2: 90.603996
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.001020 1.000000 fi:0.114307. Ave ac:0.002815,0.005302
Initialization: 26.819000
Memcpy Instances: 383.739014
Memcpy Classifiers: 0.084000
Kernel 1: 0.028000
Kernel 2: 571.981018
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 571.794006
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 576.283020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 574.018982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 570.458984
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 570.304016
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 568.331970
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 562.793030
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 576.804993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 424.156006
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000816 0.608365 fi:0.508077. Ave ac:0.002714,0.009448
Best acc 0.000816 0.608365
Initialization: 5.678000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.122000
Kernel 1: 0.033000
Kernel 2: 97.596001
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.004969 accuracy2:0.185232
Initialization: 5.669000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.845000
Kernel 1: 0.024000
Kernel 2: 95.319000
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.000510 1.000000 fi:0.343109. Ave ac:0.006231,0.011956
Initialization: 5.684000
Memcpy Classifiers: 0.476000
Memcpy Instances: 7.824000
Kernel 1: 0.024000
Kernel 2: 94.119003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000510 1.000000 fi:0.343109. Ave ac:0.006114,0.010903
Initialization: 5.601000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.821000
Kernel 1: 0.024000
Kernel 2: 91.319000
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.002296 0.818182 fi:0.281056. Ave ac:0.005298,0.009467
Initialization: 5.756000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.830000
Kernel 1: 0.023000
Kernel 2: 91.518997
Copyback: 0.016000
Sum: 0.025000
It 3,Best ac:0.000765 1.000000 fi:0.099968. Ave ac:0.005133,0.008681
Initialization: 5.748000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.841000
Kernel 1: 0.023000
Kernel 2: 93.205002
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000765 1.000000 fi:0.099968. Ave ac:0.004096,0.006849
Initialization: 5.673000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.836000
Kernel 1: 0.025000
Kernel 2: 92.141998
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.001275 1.000000 fi:0.099725. Ave ac:0.004067,0.006663
Initialization: 5.643000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.849000
Kernel 1: 0.024000
Kernel 2: 91.059998
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.001020 1.000000 fi:0.099847. Ave ac:0.002906,0.005410
Initialization: 5.689000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.873000
Kernel 1: 0.025000
Kernel 2: 88.339996
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001276 1.000000 fi:0.099725. Ave ac:0.003218,0.004884
Initialization: 5.664000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.852000
Kernel 1: 0.023000
Kernel 2: 90.565002
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.000765 1.000000 fi:0.099968. Ave ac:0.002610,0.003559
Initialization: 5.701000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.832000
Kernel 1: 0.024000
Kernel 2: 90.121002
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.002040 1.000000 fi:0.099360. Ave ac:0.002864,0.004384
Iteration 10:MDL fitness activated
Error 0.099360 TL 0.042032
MDL Theory Length Weight: 0.7879618604 (1)
Initialization: 5.653000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.821000
Kernel 1: 0.023000
Kernel 2: 92.532997
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.000765 1.000000 fi:0.129548. Ave ac:0.004170,0.006723
Initialization: 5.635000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.847000
Kernel 1: 0.024000
Kernel 2: 88.376999
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000765 1.000000 fi:0.134833. Ave ac:0.002921,0.005669
Initialization: 5.618000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.858000
Kernel 1: 0.024000
Kernel 2: 86.931000
Copyback: 0.016000
Sum: 0.031000
It 12,Best ac:0.001020 1.000000 fi:0.130497. Ave ac:0.002505,0.004457
Initialization: 5.639000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.853000
Kernel 1: 0.023000
Kernel 2: 89.579002
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.000765 1.000000 fi:0.128446. Ave ac:0.002742,0.004279
Initialization: 5.608000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.852000
Kernel 1: 0.024000
Kernel 2: 87.984001
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001020 1.000000 fi:0.121488. Ave ac:0.003907,0.005799
Initialization: 5.615000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.881000
Kernel 1: 0.024000
Kernel 2: 89.725998
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001020 1.000000 fi:0.127169. Ave ac:0.003520,0.007558
Initialization: 5.646000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.842000
Kernel 1: 0.024000
Kernel 2: 87.839996
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000765 1.000000 fi:0.126069. Ave ac:0.002692,0.006690
Initialization: 5.562000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.840000
Kernel 1: 0.023000
Kernel 2: 89.165001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000765 1.000000 fi:0.119901. Ave ac:0.002954,0.004315
Initialization: 5.691000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.832000
Kernel 1: 0.024000
Kernel 2: 87.747002
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.001020 1.000000 fi:0.120913. Ave ac:0.002334,0.003806
Initialization: 5.713000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.826000
Kernel 1: 0.024000
Kernel 2: 86.026001
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000765 1.000000 fi:0.119224. Ave ac:0.002504,0.003897
Initialization: 5.706000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.828000
Kernel 1: 0.023000
Kernel 2: 85.555000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001020 1.000000 fi:0.119266. Ave ac:0.002462,0.004300
Initialization: 5.699000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.842000
Kernel 1: 0.024000
Kernel 2: 85.668999
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.001020 1.000000 fi:0.121060. Ave ac:0.002455,0.004004
Initialization: 5.679000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.821000
Kernel 1: 0.024000
Kernel 2: 82.886002
Copyback: 0.016000
Sum: 0.033000
It 22,Best ac:0.001020 1.000000 fi:0.119971. Ave ac:0.002360,0.003764
Initialization: 5.702000
Memcpy Classifiers: 0.421000
Memcpy Instances: 7.807000
Kernel 1: 0.024000
Kernel 2: 81.460999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001020 1.000000 fi:0.120764. Ave ac:0.002493,0.003626
Initialization: 5.663000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 80.848000
Copyback: 0.372000
Sum: 0.032000
It 24,Best ac:0.001531 1.000000 fi:0.126925. Ave ac:0.002862,0.005970
Initialization: 5.664000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.867000
Kernel 1: 0.024000
Kernel 2: 79.291000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000765 1.000000 fi:0.118967. Ave ac:0.003328,0.005066
Initialization: 5.690000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.835000
Kernel 1: 0.025000
Kernel 2: 77.871002
Copyback: 0.016000
Sum: 0.031000
It 26,Best ac:0.000765 1.000000 fi:0.122867. Ave ac:0.002716,0.004286
Initialization: 5.651000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.872000
Kernel 1: 0.024000
Kernel 2: 78.889000
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001275 1.000000 fi:0.120254. Ave ac:0.003483,0.005947
Initialization: 5.654000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.819000
Kernel 1: 0.023000
Kernel 2: 78.018997
Copyback: 0.016000
Sum: 0.030000
It 28,Best ac:0.001020 1.000000 fi:0.125286. Ave ac:0.002892,0.004948
Initialization: 5.660000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.838000
Kernel 1: 0.024000
Kernel 2: 79.803001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000765 1.000000 fi:0.125356. Ave ac:0.002877,0.005068
Initialization: 5.625000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.843000
Kernel 1: 0.023000
Kernel 2: 77.954002
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001020 1.000000 fi:0.118851. Ave ac:0.003472,0.006033
Initialization: 5.617000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.861000
Kernel 1: 0.023000
Kernel 2: 76.903000
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.001531 1.000000 fi:0.115324. Ave ac:0.002810,0.006727
Initialization: 5.700000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.829000
Kernel 1: 0.023000
Kernel 2: 76.209000
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001020 1.000000 fi:0.118426. Ave ac:0.002490,0.004737
Initialization: 5.648000
Memcpy Classifiers: 0.499000
Memcpy Instances: 7.869000
Kernel 1: 0.023000
Kernel 2: 76.169998
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001276 1.000000 fi:0.120329. Ave ac:0.003460,0.005904
Initialization: 27.257000
Memcpy Instances: 485.338989
Memcpy Classifiers: 0.079000
Kernel 1: 0.024000
Kernel 2: 521.739014
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 520.393982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.019000
Kernel 2: 542.926025
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 522.260010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.085000
Kernel 1: 0.014000
Kernel 2: 530.239990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.016000
Kernel 2: 538.039978
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 532.937988
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.113000
Kernel 1: 0.022000
Kernel 2: 523.189026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 519.015015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 398.729004
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001010 0.598187 fi:0.522268. Ave ac:0.002926,0.009713
Best acc 0.001010 0.598187
Rule:Att PSSM_-4_7 is [-6.583048,0.583048]|Att PSSM_-3_9 is [<5.405195]|Att PSSM_0_4 is [-7.840547,-2.713258]|Att PSSM_0_12 is [<-2.597958]|Att PSSM_0_15 is [<7.581521]|Att PSSM_0_16 is [>-5.425903]|Att PSSM_3_6 is [<-1.331913]|Att PSSM_4_1 is [>4.432470]|1
Accuracy : 0.785171
0	1	
154719	9361	
41046	29512	
Removed 263 instances. 195765 Instances left. Acc of rule 0.000816-0.608365
Initialization: 5.886000
Memcpy Classifiers: 0.558000
Memcpy Instances: 10.838000
Kernel 1: 0.033000
Kernel 2: 96.874001
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.004963 accuracy2:0.189877
Initialization: 7.017000
Memcpy Classifiers: 0.917000
Memcpy Instances: 10.839000
Kernel 1: 0.025000
Kernel 2: 97.221001
Copyback: 0.018000
Sum: 0.060000
It 0,Best ac:0.000511 1.000000 fi:0.340709. Ave ac:0.005981,0.010624
Initialization: 8.044000
Memcpy Classifiers: 0.703000
Memcpy Instances: 8.891000
Kernel 1: 0.033000
Kernel 2: 97.235001
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000766 1.000000 fi:0.099967. Ave ac:0.005286,0.009273
Initialization: 6.885000
Memcpy Classifiers: 0.934000
Memcpy Instances: 11.850000
Kernel 1: 0.022000
Kernel 2: 97.597000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000766 1.000000 fi:0.099967. Ave ac:0.004843,0.008081
Initialization: 5.618000
Memcpy Classifiers: 0.474000
Memcpy Instances: 7.813000
Kernel 1: 0.024000
Kernel 2: 98.537003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001533 0.857143 fi:0.242458. Ave ac:0.004239,0.007353
Initialization: 5.661000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.820000
Kernel 1: 0.023000
Kernel 2: 97.306000
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001021 1.000000 fi:0.099845. Ave ac:0.004182,0.007181
Initialization: 5.616000
Memcpy Classifiers: 0.475000
Memcpy Instances: 7.852000
Kernel 1: 0.024000
Kernel 2: 92.982002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001277 1.000000 fi:0.099723. Ave ac:0.003743,0.006386
Initialization: 5.667000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.821000
Kernel 1: 0.023000
Kernel 2: 91.467003
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.000766 1.000000 fi:0.099967. Ave ac:0.002751,0.004438
Initialization: 5.634000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.837000
Kernel 1: 0.024000
Kernel 2: 87.858002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001532 0.857143 fi:0.242458. Ave ac:0.002990,0.005263
Initialization: 5.671000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.813000
Kernel 1: 0.024000
Kernel 2: 88.289001
Copyback: 0.017000
Sum: 0.038000
It 8,Best ac:0.001021 1.000000 fi:0.099845. Ave ac:0.003279,0.005420
Initialization: 5.679000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.817000
Kernel 1: 0.023000
Kernel 2: 87.930000
Copyback: 0.016000
Sum: 0.029000
It 9,Best ac:0.001533 1.000000 fi:0.099600. Ave ac:0.003545,0.005145
Iteration 10:MDL fitness activated
Error 0.099600 TL 0.041742
MDL Theory Length Weight: 0.7953686643 (1)
Initialization: 5.637000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.828000
Kernel 1: 0.024000
Kernel 2: 84.147003
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.001788 1.000000 fi:0.133087. Ave ac:0.002757,0.004415
Initialization: 5.663000
Memcpy Classifiers: 0.464000
Memcpy Instances: 7.813000
Kernel 1: 0.024000
Kernel 2: 84.091003
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.000766 1.000000 fi:0.127688. Ave ac:0.002613,0.003927
Initialization: 5.635000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.845000
Kernel 1: 0.024000
Kernel 2: 79.884003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000766 1.000000 fi:0.128981. Ave ac:0.002883,0.004778
Initialization: 5.606000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.837000
Kernel 1: 0.023000
Kernel 2: 80.809998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.000766 1.000000 fi:0.126926. Ave ac:0.001993,0.003347
Initialization: 6.570000
Memcpy Classifiers: 0.711000
Memcpy Instances: 8.470000
Kernel 1: 0.023000
Kernel 2: 82.338997
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001022 1.000000 fi:0.122302. Ave ac:0.002391,0.003996
Initialization: 5.625000
Memcpy Classifiers: 0.440000
Memcpy Instances: 7.846000
Kernel 1: 0.023000
Kernel 2: 84.796997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000766 1.000000 fi:0.126437. Ave ac:0.002919,0.004790
Initialization: 5.630000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.826000
Kernel 1: 0.023000
Kernel 2: 81.276001
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.000766 1.000000 fi:0.124587. Ave ac:0.002672,0.004149
Initialization: 5.686000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.818000
Kernel 1: 0.023000
Kernel 2: 81.318001
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.000766 1.000000 fi:0.122424. Ave ac:0.002640,0.003798
Initialization: 5.627000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.829000
Kernel 1: 0.024000
Kernel 2: 82.642998
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000766 1.000000 fi:0.126437. Ave ac:0.002319,0.002933
Initialization: 5.620000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.829000
Kernel 1: 0.024000
Kernel 2: 80.079002
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001022 1.000000 fi:0.125479. Ave ac:0.002171,0.003461
Initialization: 5.705000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.830000
Kernel 1: 0.022000
Kernel 2: 81.132004
Copyback: 0.016000
Sum: 0.027000
It 20,Best ac:0.001022 1.000000 fi:0.125479. Ave ac:0.001783,0.002650
Initialization: 5.680000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.841000
Kernel 1: 0.023000
Kernel 2: 80.183998
Copyback: 0.016000
Sum: 0.026000
It 21,Best ac:0.001022 1.000000 fi:0.121578. Ave ac:0.002199,0.003186
Initialization: 5.650000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.836000
Kernel 1: 0.026000
Kernel 2: 76.935997
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001021 1.000000 fi:0.126314. Ave ac:0.002610,0.003914
Initialization: 5.729000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.254000
Kernel 1: 0.033000
Kernel 2: 76.594002
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001277 1.000000 fi:0.124161. Ave ac:0.002487,0.003781
Initialization: 6.504000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.023000
Kernel 1: 0.032000
Kernel 2: 76.584000
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001022 1.000000 fi:0.127164. Ave ac:0.001905,0.003224
Initialization: 5.667000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.866000
Kernel 1: 0.024000
Kernel 2: 76.821999
Copyback: 0.018000
Sum: 0.036000
It 25,Best ac:0.000766 1.000000 fi:0.123448. Ave ac:0.002044,0.002973
Initialization: 8.589000
Memcpy Classifiers: 0.609000
Memcpy Instances: 10.547000
Kernel 1: 0.025000
Kernel 2: 79.042000
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.001533 1.000000 fi:0.120984. Ave ac:0.001952,0.002671
Initialization: 5.652000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.416000
Kernel 1: 0.023000
Kernel 2: 77.777000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000766 1.000000 fi:0.120464. Ave ac:0.002006,0.003328
Initialization: 5.689000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.855000
Kernel 1: 0.022000
Kernel 2: 77.384003
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.000766 1.000000 fi:0.122191. Ave ac:0.001889,0.002691
Initialization: 6.250000
Memcpy Classifiers: 0.681000
Memcpy Instances: 12.377000
Kernel 1: 0.025000
Kernel 2: 76.947998
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000766 1.000000 fi:0.128264. Ave ac:0.001613,0.002119
Initialization: 6.873000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.524000
Kernel 1: 0.032000
Kernel 2: 76.823997
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.002299 1.000000 fi:0.123181. Ave ac:0.002129,0.002816
Initialization: 7.987000
Memcpy Classifiers: 0.411000
Memcpy Instances: 7.855000
Kernel 1: 0.023000
Kernel 2: 76.113998
Copyback: 0.370000
Sum: 0.028000
It 31,Best ac:0.000766 1.000000 fi:0.122225. Ave ac:0.002092,0.002773
Initialization: 5.718000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.116000
Kernel 1: 0.024000
Kernel 2: 76.102997
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000766 1.000000 fi:0.123018. Ave ac:0.001603,0.001982
Initialization: 5.669000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.114000
Kernel 1: 0.023000
Kernel 2: 77.183998
Copyback: 0.018000
Sum: 0.037000
It 33,Best ac:0.000766 1.000000 fi:0.121701. Ave ac:0.001858,0.002147
Initialization: 28.540001
Memcpy Instances: 481.242004
Memcpy Classifiers: 0.116000
Kernel 1: 0.031000
Kernel 2: 516.974976
Copyback: 0.015000
Sum: 0.020000
Memcpy Classifiers: 0.139000
Kernel 1: 0.022000
Kernel 2: 526.065002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.097000
Kernel 1: 0.017000
Kernel 2: 515.148987
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.098000
Kernel 1: 0.016000
Kernel 2: 519.630981
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.112000
Kernel 1: 0.021000
Kernel 2: 519.969971
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.097000
Kernel 1: 0.016000
Kernel 2: 520.440979
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.113000
Kernel 1: 0.021000
Kernel 2: 520.861023
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.114000
Kernel 1: 0.022000
Kernel 2: 524.366028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 524.057007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 400.282013
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000741 0.599174 fi:0.526440. Ave ac:0.001980,0.006164
Best acc 0.000741 0.599174
Initialization: 5.865000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.838000
Kernel 1: 0.026000
Kernel 2: 96.694000
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005667 accuracy2:0.204686
Initialization: 5.742000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.821000
Kernel 1: 0.024000
Kernel 2: 97.915001
Copyback: 0.016000
Sum: 0.045000
It 0,Best ac:0.000766 1.000000 fi:0.099967. Ave ac:0.005575,0.009349
Initialization: 5.598000
Memcpy Classifiers: 0.480000
Memcpy Instances: 7.813000
Kernel 1: 0.023000
Kernel 2: 95.592003
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.002043 0.800000 fi:0.299356. Ave ac:0.004832,0.008330
Initialization: 5.617000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.831000
Kernel 1: 0.023000
Kernel 2: 94.394997
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000766 1.000000 fi:0.099967. Ave ac:0.004814,0.009950
Initialization: 5.638000
Memcpy Classifiers: 0.473000
Memcpy Instances: 7.837000
Kernel 1: 0.022000
Kernel 2: 91.128998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000766 1.000000 fi:0.099967. Ave ac:0.004916,0.008988
Initialization: 5.700000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.826000
Kernel 1: 0.023000
Kernel 2: 90.988998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.000766 1.000000 fi:0.099967. Ave ac:0.004442,0.007235
Initialization: 5.657000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.824000
Kernel 1: 0.024000
Kernel 2: 90.875000
Copyback: 0.016000
Sum: 0.031000
It 5,Best ac:0.001532 1.000000 fi:0.099600. Ave ac:0.004164,0.006959
Initialization: 5.705000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.811000
Kernel 1: 0.024000
Kernel 2: 92.639999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001021 1.000000 fi:0.099845. Ave ac:0.003759,0.005937
Initialization: 5.618000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.837000
Kernel 1: 0.023000
Kernel 2: 92.405998
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001022 1.000000 fi:0.099845. Ave ac:0.003031,0.004935
Initialization: 5.633000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.829000
Kernel 1: 0.024000
Kernel 2: 93.196999
Copyback: 0.016000
Sum: 0.030000
It 8,Best ac:0.001022 1.000000 fi:0.099845. Ave ac:0.003312,0.005080
Initialization: 5.662000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.810000
Kernel 1: 0.023000
Kernel 2: 92.781998
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.001533 1.000000 fi:0.099600. Ave ac:0.002543,0.005327
Iteration 10:MDL fitness activated
Error 0.099600 TL 0.054071
MDL Theory Length Weight: 0.6139998963 (1)
Initialization: 5.624000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.816000
Kernel 1: 0.024000
Kernel 2: 93.483002
Copyback: 0.016000
Sum: 0.028000
It 10,Best ac:0.001022 1.000000 fi:0.120589. Ave ac:0.002194,0.003240
Initialization: 5.655000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.843000
Kernel 1: 0.024000
Kernel 2: 92.495003
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001022 1.000000 fi:0.120916. Ave ac:0.002709,0.005571
Initialization: 5.648000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.846000
Kernel 1: 0.023000
Kernel 2: 93.705002
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000766 1.000000 fi:0.116928. Ave ac:0.002816,0.004007
Initialization: 5.608000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.856000
Kernel 1: 0.024000
Kernel 2: 90.440002
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.000766 1.000000 fi:0.121783. Ave ac:0.002686,0.005630
Initialization: 5.692000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.824000
Kernel 1: 0.024000
Kernel 2: 89.167000
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.001022 1.000000 fi:0.117402. Ave ac:0.003529,0.006316
Initialization: 5.626000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.856000
Kernel 1: 0.024000
Kernel 2: 87.782997
Copyback: 0.016000
Sum: 0.030000
It 15,Best ac:0.001277 1.000000 fi:0.120657. Ave ac:0.003119,0.006082
Initialization: 5.649000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.835000
Kernel 1: 0.024000
Kernel 2: 86.025002
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.000766 1.000000 fi:0.119536. Ave ac:0.003502,0.007269
Initialization: 5.693000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.840000
Kernel 1: 0.023000
Kernel 2: 87.688004
Copyback: 0.016000
Sum: 0.031000
It 17,Best ac:0.000766 1.000000 fi:0.116476. Ave ac:0.002931,0.007927
Initialization: 5.678000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.824000
Kernel 1: 0.024000
Kernel 2: 86.230003
Copyback: 0.016000
Sum: 0.030000
It 18,Best ac:0.001021 1.000000 fi:0.115077. Ave ac:0.002654,0.003940
Initialization: 5.670000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.841000
Kernel 1: 0.024000
Kernel 2: 87.656998
Copyback: 0.016000
Sum: 0.034000
It 19,Best ac:0.001021 1.000000 fi:0.116777. Ave ac:0.002642,0.004608
Initialization: 5.632000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.827000
Kernel 1: 0.024000
Kernel 2: 89.490997
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.000766 1.000000 fi:0.120996. Ave ac:0.002913,0.004808
Initialization: 5.656000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.819000
Kernel 1: 0.024000
Kernel 2: 87.835999
Copyback: 0.018000
Sum: 0.031000
It 21,Best ac:0.000766 1.000000 fi:0.118597. Ave ac:0.002161,0.004010
Initialization: 5.627000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.808000
Kernel 1: 0.025000
Kernel 2: 88.349998
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001788 1.000000 fi:0.116307. Ave ac:0.001967,0.003643
Initialization: 5.753000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.825000
Kernel 1: 0.023000
Kernel 2: 91.068001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000766 1.000000 fi:0.122307. Ave ac:0.002149,0.004011
Initialization: 5.655000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.851000
Kernel 1: 0.024000
Kernel 2: 87.730003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.000766 1.000000 fi:0.115199. Ave ac:0.002406,0.003372
Initialization: 5.573000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.807000
Kernel 1: 0.025000
Kernel 2: 90.891998
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.000766 1.000000 fi:0.117852. Ave ac:0.002362,0.004188
Initialization: 5.630000
Memcpy Classifiers: 0.445000
Memcpy Instances: 7.814000
Kernel 1: 0.024000
Kernel 2: 89.487000
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001021 1.000000 fi:0.122517. Ave ac:0.002657,0.004943
Initialization: 5.619000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.853000
Kernel 1: 0.023000
Kernel 2: 91.157997
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.000766 1.000000 fi:0.116570. Ave ac:0.002163,0.003214
MDL Theory Length Weight: 0.5525999067 (10)
Initialization: 5.706000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.819000
Kernel 1: 0.023000
Kernel 2: 89.049004
Copyback: 0.016000
Sum: 0.030000
It 28,Best ac:0.001022 1.000000 fi:0.114703. Ave ac:0.002346,0.003385
Initialization: 5.676000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.819000
Kernel 1: 0.023000
Kernel 2: 91.246002
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000766 1.000000 fi:0.114131. Ave ac:0.002323,0.004054
Initialization: 5.593000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.843000
Kernel 1: 0.023000
Kernel 2: 89.790001
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000766 1.000000 fi:0.114251. Ave ac:0.002548,0.004442
Initialization: 5.657000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.838000
Kernel 1: 0.023000
Kernel 2: 93.101997
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001022 1.000000 fi:0.114129. Ave ac:0.002425,0.003569
Initialization: 5.683000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.838000
Kernel 1: 0.024000
Kernel 2: 91.264999
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.002298 1.000000 fi:0.116260. Ave ac:0.002348,0.003620
Initialization: 5.735000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.812000
Kernel 1: 0.024000
Kernel 2: 92.500000
Copyback: 0.018000
Sum: 0.041000
It 33,Best ac:0.000766 1.000000 fi:0.114147. Ave ac:0.001929,0.002821
Initialization: 27.461000
Memcpy Instances: 417.682007
Memcpy Classifiers: 0.091000
Kernel 1: 0.027000
Kernel 2: 583.818970
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.108000
Kernel 1: 0.017000
Kernel 2: 580.281982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.087000
Kernel 1: 0.013000
Kernel 2: 583.810974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 567.880005
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 598.039001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 599.517029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.014000
Kernel 2: 602.392029
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 572.234985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.105000
Kernel 1: 0.016000
Kernel 2: 575.706970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.021000
Kernel 2: 426.251007
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001834 0.614726 fi:0.501756. Ave ac:0.001673,0.005291
Best acc 0.001834 0.614726
Rule:Att PSSM_-4_6 is [>-6.656854]|Att PSSM_-3_4 is [-5.371890,3.188309]|Att PSSM_-3_12 is [-6.408691,-1.243647]|Att PSSM_-2_19 is [-6.974300,6.834234]|Att PSSM_-1_5 is [-5.720790,-1.228227]|Att PSSM_-1_12 is [<-2.814943]|Att PSSM_0_9 is [-6.375930,1.392918]|Att PSSM_0_12 is [<-2.140425]|Att PSSM_1_5 is [-3.030499,10.190065]|Att PSSM_3_7 is [-5.903709,-1.720981]|Att PSSM_4_7 is [<1.072203]|1
Accuracy : 0.785742
0	1	
154494	9586	
40687	29871	
Removed 584 instances. 195181 Instances left. Acc of rule 0.001834-0.614726
Initialization: 7.462000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.825000
Kernel 1: 0.024000
Kernel 2: 113.736000
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.004522 accuracy2:0.203848
Initialization: 5.739000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.800000
Kernel 1: 0.023000
Kernel 2: 114.193001
Copyback: 0.019000
Sum: 0.041000
It 0,Best ac:0.001025 1.000000 fi:0.099841. Ave ac:0.004844,0.010003
Initialization: 6.349000
Memcpy Classifiers: 0.791000
Memcpy Instances: 10.077000
Kernel 1: 0.022000
Kernel 2: 100.355003
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000512 1.000000 fi:0.335039. Ave ac:0.004785,0.009460
Initialization: 6.568000
Memcpy Classifiers: 0.843000
Memcpy Instances: 9.755000
Kernel 1: 0.024000
Kernel 2: 100.461998
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001025 0.800000 fi:0.299841. Ave ac:0.004782,0.009180
Initialization: 7.866000
Memcpy Classifiers: 0.839000
Memcpy Instances: 8.998000
Kernel 1: 0.028000
Kernel 2: 118.307999
Copyback: 0.020000
Sum: 0.033000
It 3,Best ac:0.000512 1.000000 fi:0.335039. Ave ac:0.004400,0.007767
Initialization: 5.654000
Memcpy Classifiers: 0.494000
Memcpy Instances: 9.385000
Kernel 1: 0.031000
Kernel 2: 104.057999
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.000769 1.000000 fi:0.099963. Ave ac:0.003854,0.006117
Initialization: 7.856000
Memcpy Classifiers: 0.840000
Memcpy Instances: 8.040000
Kernel 1: 0.023000
Kernel 2: 118.024002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.000768 1.000000 fi:0.099964. Ave ac:0.003379,0.007376
Initialization: 6.947000
Memcpy Classifiers: 0.576000
Memcpy Instances: 11.189000
Kernel 1: 0.023000
Kernel 2: 118.822998
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001281 1.000000 fi:0.099717. Ave ac:0.002973,0.005689
Initialization: 6.744000
Memcpy Classifiers: 0.539000
Memcpy Instances: 10.749000
Kernel 1: 0.026000
Kernel 2: 104.247002
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001281 1.000000 fi:0.099717. Ave ac:0.003202,0.005049
Initialization: 5.926000
Memcpy Classifiers: 0.575000
Memcpy Instances: 9.415000
Kernel 1: 0.022000
Kernel 2: 123.917999
Copyback: 0.018000
Sum: 0.042000
It 8,Best ac:0.001281 0.833333 fi:0.266384. Ave ac:0.002743,0.004375
Initialization: 7.556000
Memcpy Classifiers: 0.809000
Memcpy Instances: 10.159000
Kernel 1: 0.024000
Kernel 2: 123.168999
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.000768 1.000000 fi:0.099964. Ave ac:0.003060,0.006037
Iteration 10:MDL fitness activated
Error 0.099964 TL 0.050044
MDL Theory Length Weight: 0.6658350918 (3)
Initialization: 5.633000
Memcpy Classifiers: 0.503000
Memcpy Instances: 7.812000
Kernel 1: 0.023000
Kernel 2: 123.167999
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001537 1.000000 fi:0.129460. Ave ac:0.003234,0.005478
Initialization: 5.915000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.594000
Kernel 1: 0.024000
Kernel 2: 109.264999
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.000769 1.000000 fi:0.130305. Ave ac:0.002362,0.004316
Initialization: 6.118000
Memcpy Classifiers: 0.526000
Memcpy Instances: 7.978000
Kernel 1: 0.032000
Kernel 2: 108.752998
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.000769 1.000000 fi:0.133277. Ave ac:0.002825,0.004526
Initialization: 5.614000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.763000
Kernel 1: 0.024000
Kernel 2: 119.749001
Copyback: 0.018000
Sum: 0.042000
It 13,Best ac:0.000768 1.000000 fi:0.126816. Ave ac:0.002458,0.003895
Initialization: 7.057000
Memcpy Classifiers: 0.739000
Memcpy Instances: 8.413000
Kernel 1: 0.032000
Kernel 2: 117.400002
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001025 1.000000 fi:0.122515. Ave ac:0.002088,0.003584
Initialization: 5.591000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.843000
Kernel 1: 0.023000
Kernel 2: 99.856003
Copyback: 0.016000
Sum: 0.032000
It 15,Best ac:0.001281 1.000000 fi:0.125947. Ave ac:0.002331,0.003896
Initialization: 5.705000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.155000
Kernel 1: 0.024000
Kernel 2: 100.130997
Copyback: 0.018000
Sum: 0.038000
It 16,Best ac:0.000769 1.000000 fi:0.129741. Ave ac:0.002130,0.003247
Initialization: 7.141000
Memcpy Classifiers: 0.775000
Memcpy Instances: 9.216000
Kernel 1: 0.023000
Kernel 2: 98.875999
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001025 1.000000 fi:0.122503. Ave ac:0.002365,0.004192
Initialization: 5.662000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.798000
Kernel 1: 0.024000
Kernel 2: 112.143997
Copyback: 0.018000
Sum: 0.036000
It 18,Best ac:0.001025 1.000000 fi:0.124768. Ave ac:0.003010,0.005592
Initialization: 7.323000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.477000
Kernel 1: 0.027000
Kernel 2: 113.913002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000768 1.000000 fi:0.124018. Ave ac:0.003016,0.004507
Initialization: 8.055000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.110000
Kernel 1: 0.023000
Kernel 2: 98.040001
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001281 1.000000 fi:0.119433. Ave ac:0.002938,0.004447
Initialization: 8.458000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.797000
Kernel 1: 0.024000
Kernel 2: 116.264000
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001025 1.000000 fi:0.126071. Ave ac:0.002383,0.003431
Initialization: 5.647000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.791000
Kernel 1: 0.024000
Kernel 2: 115.660004
Copyback: 0.017000
Sum: 0.038000
It 22,Best ac:0.001025 1.000000 fi:0.120427. Ave ac:0.002487,0.003599
Initialization: 5.642000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.789000
Kernel 1: 0.023000
Kernel 2: 116.835999
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.000768 1.000000 fi:0.122856. Ave ac:0.002410,0.003528
Initialization: 6.781000
Memcpy Classifiers: 0.614000
Memcpy Instances: 8.206000
Kernel 1: 0.032000
Kernel 2: 114.227997
Copyback: 0.018000
Sum: 0.037000
It 24,Best ac:0.001281 1.000000 fi:0.123027. Ave ac:0.002064,0.003206
Initialization: 6.886000
Memcpy Classifiers: 0.638000
Memcpy Instances: 11.072000
Kernel 1: 0.026000
Kernel 2: 111.316002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.000768 1.000000 fi:0.122755. Ave ac:0.002306,0.003472
Initialization: 7.701000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.807000
Kernel 1: 0.023000
Kernel 2: 112.227997
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.001025 1.000000 fi:0.122733. Ave ac:0.001722,0.002527
Initialization: 7.297000
Memcpy Classifiers: 0.795000
Memcpy Instances: 11.040000
Kernel 1: 0.027000
Kernel 2: 111.257004
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001025 1.000000 fi:0.119556. Ave ac:0.001935,0.002994
Initialization: 5.639000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.806000
Kernel 1: 0.024000
Kernel 2: 112.768997
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001025 1.000000 fi:0.120427. Ave ac:0.001614,0.002014
Initialization: 6.386000
Memcpy Classifiers: 0.472000
Memcpy Instances: 10.193000
Kernel 1: 0.023000
Kernel 2: 97.274002
Copyback: 0.018000
Sum: 0.041000
It 29,Best ac:0.001281 1.000000 fi:0.119768. Ave ac:0.001858,0.002857
MDL Theory Length Weight: 0.5992515826 (10)
Initialization: 5.976000
Memcpy Classifiers: 0.490000
Memcpy Instances: 11.659000
Kernel 1: 0.024000
Kernel 2: 111.703003
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001537 1.000000 fi:0.119751. Ave ac:0.001929,0.003779
Initialization: 5.697000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.785000
Kernel 1: 0.023000
Kernel 2: 115.789001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001025 1.000000 fi:0.123057. Ave ac:0.001783,0.002469
Initialization: 5.685000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.012000
Kernel 1: 0.023000
Kernel 2: 116.624001
Copyback: 0.019000
Sum: 0.043000
It 32,Best ac:0.001025 1.000000 fi:0.120820. Ave ac:0.001883,0.002476
Initialization: 6.155000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.286000
Kernel 1: 0.022000
Kernel 2: 101.741997
Copyback: 0.016000
Sum: 0.027000
It 33,Best ac:0.000769 1.000000 fi:0.123728. Ave ac:0.002114,0.003229
Initialization: 33.431999
Memcpy Instances: 446.175995
Memcpy Classifiers: 0.093000
Kernel 1: 0.025000
Kernel 2: 639.614990
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.093000
Kernel 1: 0.014000
Kernel 2: 649.679993
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 644.164001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.131000
Kernel 1: 0.022000
Kernel 2: 641.521973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.110000
Kernel 1: 0.017000
Kernel 2: 636.989014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 645.169983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.110000
Kernel 1: 0.017000
Kernel 2: 641.429993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.110000
Kernel 1: 0.016000
Kernel 2: 625.617981
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 645.218994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 285.987000
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000687 0.632075 fi:0.497571. Ave ac:0.001985,0.006116
Best acc 0.000687 0.632075
Initialization: 5.679000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.797000
Kernel 1: 0.023000
Kernel 2: 112.735001
Copyback: 0.017000
Sum: 0.030000
Initial population average accuracy1:0.005165 accuracy2:0.205592
Initialization: 5.700000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.801000
Kernel 1: 0.024000
Kernel 2: 96.839996
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.001025 1.000000 fi:0.099841. Ave ac:0.005624,0.010683
Initialization: 5.707000
Memcpy Classifiers: 0.565000
Memcpy Instances: 7.808000
Kernel 1: 0.024000
Kernel 2: 109.875000
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.001281 1.000000 fi:0.099717. Ave ac:0.005850,0.010127
Initialization: 5.656000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.790000
Kernel 1: 0.024000
Kernel 2: 94.966003
Copyback: 0.016000
Sum: 0.028000
It 2,Best ac:0.000769 1.000000 fi:0.099963. Ave ac:0.005765,0.009591
Initialization: 5.717000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.800000
Kernel 1: 0.024000
Kernel 2: 108.608002
Copyback: 0.018000
Sum: 0.040000
It 3,Best ac:0.001537 0.857143 fi:0.242451. Ave ac:0.004874,0.010442
Initialization: 5.720000
Memcpy Classifiers: 0.472000
Memcpy Instances: 7.816000
Kernel 1: 0.023000
Kernel 2: 92.345001
Copyback: 0.020000
Sum: 0.036000
It 4,Best ac:0.001025 1.000000 fi:0.099840. Ave ac:0.005045,0.009960
Initialization: 5.666000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.791000
Kernel 1: 0.024000
Kernel 2: 108.448997
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.001025 1.000000 fi:0.099841. Ave ac:0.004093,0.007376
Initialization: 5.672000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.822000
Kernel 1: 0.025000
Kernel 2: 90.475998
Copyback: 0.371000
Sum: 0.038000
It 6,Best ac:0.001025 1.000000 fi:0.099841. Ave ac:0.003891,0.007542
Initialization: 5.686000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.796000
Kernel 1: 0.025000
Kernel 2: 87.691002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001281 1.000000 fi:0.099717. Ave ac:0.003538,0.007474
Initialization: 5.704000
Memcpy Classifiers: 0.408000
Memcpy Instances: 7.789000
Kernel 1: 0.024000
Kernel 2: 89.031998
Copyback: 0.019000
Sum: 0.045000
It 8,Best ac:0.001025 1.000000 fi:0.099840. Ave ac:0.003262,0.005228
Initialization: 6.398000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.807000
Kernel 1: 0.024000
Kernel 2: 102.848999
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001281 1.000000 fi:0.099717. Ave ac:0.003171,0.004773
Iteration 10:MDL fitness activated
Error 0.099717 TL 0.027080
MDL Theory Length Weight: 1.2274606365 (3)
Initialization: 5.671000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.824000
Kernel 1: 0.024000
Kernel 2: 90.155998
Copyback: 0.018000
Sum: 0.027000
It 10,Best ac:0.001025 1.000000 fi:0.138499. Ave ac:0.002946,0.005211
Initialization: 5.651000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.804000
Kernel 1: 0.024000
Kernel 2: 104.194000
Copyback: 0.016000
Sum: 0.029000
It 11,Best ac:0.000768 1.000000 fi:0.131932. Ave ac:0.002869,0.006235
Initialization: 5.687000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.826000
Kernel 1: 0.023000
Kernel 2: 88.760002
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001025 1.000000 fi:0.138156. Ave ac:0.001697,0.002647
Initialization: 5.674000
Memcpy Classifiers: 0.404000
Memcpy Instances: 7.797000
Kernel 1: 0.024000
Kernel 2: 89.178001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.000769 1.000000 fi:0.131967. Ave ac:0.002336,0.004797
Initialization: 5.669000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.802000
Kernel 1: 0.024000
Kernel 2: 104.489998
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.000768 1.000000 fi:0.134679. Ave ac:0.001534,0.002672
Initialization: 5.706000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.790000
Kernel 1: 0.024000
Kernel 2: 102.676003
Copyback: 0.016000
Sum: 0.029000
It 15,Best ac:0.000768 1.000000 fi:0.145545. Ave ac:0.002225,0.003633
Initialization: 5.713000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.121000
Kernel 1: 0.032000
Kernel 2: 101.760002
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.001281 1.000000 fi:0.136986. Ave ac:0.001978,0.002532
Initialization: 5.657000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.803000
Kernel 1: 0.023000
Kernel 2: 100.681999
Copyback: 0.018000
Sum: 0.028000
It 17,Best ac:0.000768 1.000000 fi:0.136682. Ave ac:0.001651,0.002046
Initialization: 5.636000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.803000
Kernel 1: 0.023000
Kernel 2: 86.002998
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000769 1.000000 fi:0.126805. Ave ac:0.002568,0.004294
Initialization: 5.643000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.795000
Kernel 1: 0.024000
Kernel 2: 99.109001
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.001537 1.000000 fi:0.130086. Ave ac:0.001365,0.001530
Initialization: 5.722000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.874000
Kernel 1: 0.023000
Kernel 2: 101.165001
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.000768 1.000000 fi:0.130429. Ave ac:0.001550,0.001816
Initialization: 5.673000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.764000
Kernel 1: 0.024000
Kernel 2: 98.569000
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.001537 1.000000 fi:0.130059. Ave ac:0.001427,0.002144
Initialization: 5.689000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.802000
Kernel 1: 0.023000
Kernel 2: 98.103996
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.001025 1.000000 fi:0.131572. Ave ac:0.001347,0.001577
Initialization: 6.385000
Memcpy Classifiers: 0.680000
Memcpy Instances: 8.919000
Kernel 1: 0.023000
Kernel 2: 98.359001
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001281 1.000000 fi:0.131259. Ave ac:0.001495,0.001642
Initialization: 5.685000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.800000
Kernel 1: 0.024000
Kernel 2: 100.223999
Copyback: 0.016000
Sum: 0.032000
It 24,Best ac:0.000768 1.000000 fi:0.131033. Ave ac:0.001374,0.001718
Initialization: 5.675000
Memcpy Classifiers: 0.386000
Memcpy Instances: 9.406000
Kernel 1: 0.029000
Kernel 2: 84.071999
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001025 1.000000 fi:0.124297. Ave ac:0.001708,0.002262
Initialization: 5.676000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.800000
Kernel 1: 0.023000
Kernel 2: 82.323997
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.002306 1.000000 fi:0.130764. Ave ac:0.002038,0.002297
Initialization: 5.634000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.812000
Kernel 1: 0.023000
Kernel 2: 97.296997
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.001281 1.000000 fi:0.123358. Ave ac:0.001643,0.001553
Initialization: 5.679000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.788000
Kernel 1: 0.024000
Kernel 2: 97.237000
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001025 1.000000 fi:0.138499. Ave ac:0.000874,0.001367
Initialization: 5.769000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.794000
Kernel 1: 0.024000
Kernel 2: 81.971001
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001025 1.000000 fi:0.130332. Ave ac:0.001735,0.002244
Initialization: 5.682000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.816000
Kernel 1: 0.023000
Kernel 2: 93.752998
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001025 1.000000 fi:0.125506. Ave ac:0.001627,0.002044
Initialization: 5.908000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.813000
Kernel 1: 0.023000
Kernel 2: 95.167999
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001281 1.000000 fi:0.130122. Ave ac:0.001868,0.002637
Initialization: 5.644000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.798000
Kernel 1: 0.024000
Kernel 2: 81.684998
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.000769 1.000000 fi:0.123604. Ave ac:0.001987,0.002748
Initialization: 5.654000
Memcpy Classifiers: 0.371000
Memcpy Instances: 7.792000
Kernel 1: 0.023000
Kernel 2: 98.136002
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.000768 1.000000 fi:0.127199. Ave ac:0.002410,0.002996
Initialization: 27.697001
Memcpy Instances: 388.256012
Memcpy Classifiers: 0.077000
Kernel 1: 0.026000
Kernel 2: 572.309998
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 544.471985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 575.942993
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.113000
Kernel 1: 0.022000
Kernel 2: 539.952026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.015000
Kernel 2: 574.559998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 535.499023
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 557.304016
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.113000
Kernel 1: 0.021000
Kernel 2: 543.568970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.015000
Kernel 2: 562.481018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.015000
Kernel 2: 257.348999
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000753 0.630901 fi:0.493526. Ave ac:0.001885,0.005724
Best acc 0.000753 0.630901
Rule:Att PSSM_0_2 is [<-2.419907]|Att PSSM_0_5 is [-0.137041,7.258456]|Att PSSM_0_7 is [-6.506337,-1.493663]|Att PSSM_1_20 is [>1.683798]|Att PSSM_2_4 is [<-2.523750]|Att PSSM_3_9 is [<4.932755]|1
Accuracy : 0.786002
0	1	
154408	9672	
40540	30018	
Removed 233 instances. 194948 Instances left. Acc of rule 0.000753-0.630901
Initialization: 8.032000
Memcpy Classifiers: 0.913000
Memcpy Instances: 10.030000
Kernel 1: 0.025000
Kernel 2: 96.278999
Copyback: 0.019000
Sum: 0.050000
Initial population average accuracy1:0.005622 accuracy2:0.194006
Initialization: 7.987000
Memcpy Classifiers: 0.557000
Memcpy Instances: 8.863000
Kernel 1: 0.032000
Kernel 2: 95.497002
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.001026 0.800000 fi:0.299839. Ave ac:0.006235,0.011288
Initialization: 6.100000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.499000
Kernel 1: 0.027000
Kernel 2: 95.064003
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001026 0.800000 fi:0.299839. Ave ac:0.005344,0.009764
Initialization: 8.255000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.833000
Kernel 1: 0.023000
Kernel 2: 92.831001
Copyback: 0.018000
Sum: 0.041000
It 2,Best ac:0.000513 1.000000 fi:0.332579. Ave ac:0.004367,0.008793
Initialization: 5.720000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.778000
Kernel 1: 0.023000
Kernel 2: 94.347000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000769 1.000000 fi:0.099963. Ave ac:0.004424,0.007840
Initialization: 6.721000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.848000
Kernel 1: 0.023000
Kernel 2: 93.237999
Copyback: 0.018000
Sum: 0.041000
It 4,Best ac:0.000769 1.000000 fi:0.099963. Ave ac:0.004382,0.007195
Initialization: 5.614000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.851000
Kernel 1: 0.032000
Kernel 2: 93.947998
Copyback: 0.018000
Sum: 0.042000
It 5,Best ac:0.001026 1.000000 fi:0.099839. Ave ac:0.003630,0.006687
Initialization: 6.049000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.741000
Kernel 1: 0.032000
Kernel 2: 91.866997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001026 1.000000 fi:0.099838. Ave ac:0.003448,0.006825
Initialization: 7.071000
Memcpy Classifiers: 0.840000
Memcpy Instances: 11.931000
Kernel 1: 0.029000
Kernel 2: 92.344002
Copyback: 0.018000
Sum: 0.042000
It 7,Best ac:0.001796 1.000000 fi:0.099467. Ave ac:0.002659,0.004540
Initialization: 7.099000
Memcpy Classifiers: 0.839000
Memcpy Instances: 10.623000
Kernel 1: 0.024000
Kernel 2: 91.880997
Copyback: 0.017000
Sum: 0.042000
It 8,Best ac:0.001282 1.000000 fi:0.099715. Ave ac:0.002688,0.006026
Initialization: 7.264000
Memcpy Classifiers: 0.872000
Memcpy Instances: 12.025000
Kernel 1: 0.026000
Kernel 2: 93.203003
Copyback: 0.372000
Sum: 0.028000
It 9,Best ac:0.001282 1.000000 fi:0.099715. Ave ac:0.002905,0.005462
Iteration 10:MDL fitness activated
Error 0.099715 TL 0.042423
MDL Theory Length Weight: 0.7834923634 (3)
Initialization: 8.032000
Memcpy Classifiers: 0.682000
Memcpy Instances: 9.657000
Kernel 1: 0.027000
Kernel 2: 93.047997
Copyback: 0.018000
Sum: 0.036000
It 10,Best ac:0.001796 1.000000 fi:0.130033. Ave ac:0.003327,0.006200
Initialization: 7.257000
Memcpy Classifiers: 0.563000
Memcpy Instances: 7.812000
Kernel 1: 0.023000
Kernel 2: 92.694000
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.000769 1.000000 fi:0.122499. Ave ac:0.003154,0.005610
Initialization: 5.633000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.788000
Kernel 1: 0.024000
Kernel 2: 90.709000
Copyback: 0.018000
Sum: 0.045000
It 12,Best ac:0.001026 1.000000 fi:0.128780. Ave ac:0.003152,0.006649
Initialization: 5.641000
Memcpy Classifiers: 0.481000
Memcpy Instances: 7.810000
Kernel 1: 0.024000
Kernel 2: 90.289001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001026 1.000000 fi:0.123478. Ave ac:0.003091,0.004775
Initialization: 5.685000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.772000
Kernel 1: 0.024000
Kernel 2: 89.690002
Copyback: 0.018000
Sum: 0.041000
It 14,Best ac:0.000770 1.000000 fi:0.126468. Ave ac:0.003085,0.004349
Initialization: 5.643000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.781000
Kernel 1: 0.023000
Kernel 2: 90.992996
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000769 1.000000 fi:0.123495. Ave ac:0.002924,0.003730
Initialization: 8.045000
Memcpy Classifiers: 0.559000
Memcpy Instances: 11.121000
Kernel 1: 0.021000
Kernel 2: 87.899002
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001539 1.000000 fi:0.116332. Ave ac:0.002424,0.003222
Initialization: 5.696000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.808000
Kernel 1: 0.024000
Kernel 2: 83.419998
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001539 0.857143 fi:0.267986. Ave ac:0.001942,0.002971
Initialization: 6.627000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.776000
Kernel 1: 0.024000
Kernel 2: 86.686996
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.000769 1.000000 fi:0.126065. Ave ac:0.003338,0.005330
Initialization: 7.246000
Memcpy Classifiers: 0.745000
Memcpy Instances: 11.891000
Kernel 1: 0.023000
Kernel 2: 85.310997
Copyback: 0.016000
Sum: 0.029000
It 19,Best ac:0.000769 1.000000 fi:0.116970. Ave ac:0.002205,0.003778
Initialization: 6.692000
Memcpy Classifiers: 0.670000
Memcpy Instances: 8.252000
Kernel 1: 0.024000
Kernel 2: 84.234001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000769 1.000000 fi:0.116704. Ave ac:0.002879,0.004418
Initialization: 6.833000
Memcpy Classifiers: 0.642000
Memcpy Instances: 7.823000
Kernel 1: 0.023000
Kernel 2: 84.036003
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000769 1.000000 fi:0.124888. Ave ac:0.002822,0.004632
Initialization: 5.656000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.223000
Kernel 1: 0.032000
Kernel 2: 83.366997
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000769 1.000000 fi:0.122109. Ave ac:0.002692,0.006614
Initialization: 5.749000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.794000
Kernel 1: 0.023000
Kernel 2: 80.257004
Copyback: 0.016000
Sum: 0.027000
It 23,Best ac:0.002308 1.000000 fi:0.119844. Ave ac:0.002700,0.006955
Initialization: 5.650000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.783000
Kernel 1: 0.024000
Kernel 2: 81.930000
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000769 1.000000 fi:0.124229. Ave ac:0.002865,0.004350
Initialization: 5.648000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.791000
Kernel 1: 0.023000
Kernel 2: 80.822998
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.000770 1.000000 fi:0.121267. Ave ac:0.002537,0.003921
MDL Theory Length Weight: 0.7051431271 (10)
Initialization: 5.653000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.780000
Kernel 1: 0.024000
Kernel 2: 82.970001
Copyback: 0.018000
Sum: 0.033000
It 26,Best ac:0.000769 1.000000 fi:0.125541. Ave ac:0.003199,0.006015
Initialization: 5.634000
Memcpy Classifiers: 0.496000
Memcpy Instances: 7.772000
Kernel 1: 0.024000
Kernel 2: 82.904999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.000769 1.000000 fi:0.115393. Ave ac:0.003176,0.005456
Initialization: 5.648000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.781000
Kernel 1: 0.024000
Kernel 2: 81.086998
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.000769 1.000000 fi:0.116053. Ave ac:0.002578,0.005826
Initialization: 5.810000
Memcpy Classifiers: 0.454000
Memcpy Instances: 7.773000
Kernel 1: 0.023000
Kernel 2: 80.271004
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.001282 1.000000 fi:0.122661. Ave ac:0.002311,0.004659
Initialization: 5.650000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.791000
Kernel 1: 0.022000
Kernel 2: 79.433998
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000769 1.000000 fi:0.122906. Ave ac:0.002823,0.004188
Initialization: 5.650000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.787000
Kernel 1: 0.026000
Kernel 2: 80.266998
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000769 1.000000 fi:0.119137. Ave ac:0.002864,0.005308
Initialization: 7.385000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.785000
Kernel 1: 0.024000
Kernel 2: 81.653000
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.000770 1.000000 fi:0.116058. Ave ac:0.003082,0.006268
Initialization: 5.733000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.894000
Kernel 1: 0.024000
Kernel 2: 80.446999
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000769 1.000000 fi:0.115834. Ave ac:0.003344,0.006574
Initialization: 27.761999
Memcpy Instances: 472.063995
Memcpy Classifiers: 0.115000
Kernel 1: 0.034000
Kernel 2: 564.890015
Copyback: 0.017000
Sum: 0.020000
Memcpy Classifiers: 0.113000
Kernel 1: 0.022000
Kernel 2: 552.518982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 535.552002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.112000
Kernel 1: 0.021000
Kernel 2: 564.633972
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 546.335022
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.016000
Kernel 2: 547.465027
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.112000
Kernel 1: 0.022000
Kernel 2: 555.778992
Copyback: 0.363000
Sum: 0.003000
Memcpy Classifiers: 0.097000
Kernel 1: 0.019000
Kernel 2: 550.809021
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 554.627991
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.023000
Kernel 2: 243.522003
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000692 0.619266 fi:0.507261. Ave ac:0.003155,0.010513
Best acc 0.000692 0.619266
Initialization: 5.703000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.778000
Kernel 1: 0.026000
Kernel 2: 96.829002
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005438 accuracy2:0.193923
Initialization: 6.070000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.811000
Kernel 1: 0.023000
Kernel 2: 96.686996
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.002564 0.833333 fi:0.265763. Ave ac:0.005159,0.008832
Initialization: 5.643000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.782000
Kernel 1: 0.024000
Kernel 2: 98.364998
Copyback: 0.016000
Sum: 0.034000
It 1,Best ac:0.001282 0.833333 fi:0.266382. Ave ac:0.005088,0.009319
Initialization: 5.920000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.778000
Kernel 1: 0.023000
Kernel 2: 94.492996
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001283 0.833333 fi:0.266381. Ave ac:0.004957,0.009989
Initialization: 6.362000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.776000
Kernel 1: 0.024000
Kernel 2: 92.612999
Copyback: 0.018000
Sum: 0.043000
It 3,Best ac:0.001282 0.833333 fi:0.266382. Ave ac:0.004503,0.007954
Initialization: 5.676000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.802000
Kernel 1: 0.023000
Kernel 2: 96.383003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001282 0.833333 fi:0.266381. Ave ac:0.004956,0.007405
Initialization: 5.977000
Memcpy Classifiers: 0.476000
Memcpy Instances: 7.796000
Kernel 1: 0.024000
Kernel 2: 96.439003
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.001026 1.000000 fi:0.099839. Ave ac:0.005322,0.009284
Initialization: 7.510000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.233000
Kernel 1: 0.024000
Kernel 2: 92.418999
Copyback: 0.019000
Sum: 0.041000
It 6,Best ac:0.001539 1.000000 fi:0.099591. Ave ac:0.004228,0.006971
Initialization: 7.121000
Memcpy Classifiers: 0.745000
Memcpy Instances: 11.906000
Kernel 1: 0.024000
Kernel 2: 92.172997
Copyback: 0.019000
Sum: 0.049000
It 7,Best ac:0.001539 1.000000 fi:0.099591. Ave ac:0.003701,0.006266
Initialization: 5.672000
Memcpy Classifiers: 0.431000
Memcpy Instances: 7.796000
Kernel 1: 0.024000
Kernel 2: 92.040001
Copyback: 0.018000
Sum: 0.043000
It 8,Best ac:0.001539 1.000000 fi:0.099591. Ave ac:0.003491,0.008003
Initialization: 5.673000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.781000
Kernel 1: 0.024000
Kernel 2: 87.863998
Copyback: 0.016000
Sum: 0.034000
It 9,Best ac:0.001795 1.000000 fi:0.099468. Ave ac:0.002566,0.005125
Iteration 10:MDL fitness activated
Error 0.099468 TL 0.039544
MDL Theory Length Weight: 0.8384631788 (1)
Initialization: 5.707000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.782000
Kernel 1: 0.024000
Kernel 2: 89.394997
Copyback: 0.016000
Sum: 0.032000
It 10,Best ac:0.000770 1.000000 fi:0.128113. Ave ac:0.002152,0.003847
Initialization: 7.657000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.784000
Kernel 1: 0.024000
Kernel 2: 92.639999
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.000769 1.000000 fi:0.127298. Ave ac:0.002537,0.004910
Initialization: 5.687000
Memcpy Classifiers: 0.423000
Memcpy Instances: 7.803000
Kernel 1: 0.023000
Kernel 2: 90.304001
Copyback: 0.016000
Sum: 0.029000
It 12,Best ac:0.001026 1.000000 fi:0.127210. Ave ac:0.002937,0.004680
Initialization: 6.293000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.619000
Kernel 1: 0.023000
Kernel 2: 90.267998
Copyback: 0.019000
Sum: 0.044000
It 13,Best ac:0.000769 1.000000 fi:0.127692. Ave ac:0.002649,0.004263
Initialization: 5.951000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.685000
Kernel 1: 0.033000
Kernel 2: 90.157997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001026 1.000000 fi:0.124006. Ave ac:0.002675,0.003947
Initialization: 5.680000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.688000
Kernel 1: 0.022000
Kernel 2: 89.328003
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000769 1.000000 fi:0.124013. Ave ac:0.002731,0.004655
Initialization: 6.386000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.797000
Kernel 1: 0.024000
Kernel 2: 88.900002
Copyback: 0.018000
Sum: 0.036000
It 16,Best ac:0.001026 1.000000 fi:0.125852. Ave ac:0.002423,0.003751
Initialization: 5.990000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.788000
Kernel 1: 0.024000
Kernel 2: 90.916000
Copyback: 0.018000
Sum: 0.037000
It 17,Best ac:0.000769 1.000000 fi:0.129771. Ave ac:0.002410,0.004363
Initialization: 7.553000
Memcpy Classifiers: 0.625000
Memcpy Instances: 10.107000
Kernel 1: 0.028000
Kernel 2: 88.766998
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001282 1.000000 fi:0.122967. Ave ac:0.002479,0.004019
Initialization: 6.073000
Memcpy Classifiers: 0.711000
Memcpy Instances: 9.725000
Kernel 1: 0.025000
Kernel 2: 88.190002
Copyback: 0.016000
Sum: 0.033000
It 19,Best ac:0.001282 1.000000 fi:0.118374. Ave ac:0.002928,0.004467
Initialization: 5.713000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.958000
Kernel 1: 0.024000
Kernel 2: 87.070000
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001282 1.000000 fi:0.126676. Ave ac:0.002203,0.003521
Initialization: 5.659000
Memcpy Classifiers: 0.403000
Memcpy Instances: 9.647000
Kernel 1: 0.032000
Kernel 2: 86.297997
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000769 1.000000 fi:0.122787. Ave ac:0.002434,0.004581
Initialization: 5.645000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.775000
Kernel 1: 0.025000
Kernel 2: 88.249001
Copyback: 0.016000
Sum: 0.028000
It 22,Best ac:0.001026 1.000000 fi:0.128398. Ave ac:0.002464,0.003844
Initialization: 5.661000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.778000
Kernel 1: 0.023000
Kernel 2: 87.710999
Copyback: 0.018000
Sum: 0.038000
It 23,Best ac:0.002052 0.888889 fi:0.236087. Ave ac:0.002620,0.004342
Initialization: 5.669000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.811000
Kernel 1: 0.023000
Kernel 2: 88.000000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.000769 1.000000 fi:0.122939. Ave ac:0.002919,0.004176
Initialization: 5.668000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.803000
Kernel 1: 0.024000
Kernel 2: 86.661003
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.000769 1.000000 fi:0.125361. Ave ac:0.001706,0.003372
Initialization: 5.660000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.812000
Kernel 1: 0.023000
Kernel 2: 85.781998
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000770 1.000000 fi:0.124401. Ave ac:0.002808,0.004267
Initialization: 5.640000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.784000
Kernel 1: 0.024000
Kernel 2: 85.449997
Copyback: 0.018000
Sum: 0.030000
It 27,Best ac:0.001026 1.000000 fi:0.121705. Ave ac:0.002081,0.003255
Initialization: 5.658000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.783000
Kernel 1: 0.024000
Kernel 2: 86.237999
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001795 1.000000 fi:0.122775. Ave ac:0.002349,0.004751
MDL Theory Length Weight: 0.7546168609 (10)
Initialization: 5.656000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.785000
Kernel 1: 0.024000
Kernel 2: 84.744003
Copyback: 0.016000
Sum: 0.030000
It 29,Best ac:0.002565 1.000000 fi:0.120445. Ave ac:0.002624,0.006205
Initialization: 5.662000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.783000
Kernel 1: 0.023000
Kernel 2: 85.528000
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.000769 1.000000 fi:0.121010. Ave ac:0.002358,0.003324
Initialization: 5.691000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.797000
Kernel 1: 0.023000
Kernel 2: 83.413002
Copyback: 0.016000
Sum: 0.027000
It 31,Best ac:0.000769 1.000000 fi:0.121608. Ave ac:0.002402,0.003457
Initialization: 5.649000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.785000
Kernel 1: 0.023000
Kernel 2: 85.578003
Copyback: 0.372000
Sum: 0.028000
It 32,Best ac:0.001282 1.000000 fi:0.122314. Ave ac:0.001861,0.002452
Initialization: 5.661000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.779000
Kernel 1: 0.023000
Kernel 2: 83.139999
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001282 1.000000 fi:0.121640. Ave ac:0.002315,0.003132
Initialization: 29.304001
Memcpy Instances: 400.343994
Memcpy Classifiers: 0.092000
Kernel 1: 0.026000
Kernel 2: 566.260986
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 576.432007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 568.471008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.015000
Kernel 2: 560.588989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 566.594971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 568.267029
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 564.456970
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.126000
Kernel 1: 0.023000
Kernel 2: 561.330017
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 554.492004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 247.660995
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000769 0.638298 fi:0.485929. Ave ac:0.002009,0.006542
Best acc 0.000769 0.638298
Rule:Att PSSM_-4_12 is [-5.167385,-0.832615]|Att PSSM_-1_3 is [-6.408059,2.408059]|Att PSSM_0_7 is [<-4.673523]|Att PSSM_0_10 is [-2.175660,6.175660]|Att PSSM_0_14 is [>0.998315]|Att PSSM_0_15 is [<-2.319531]|Att PSSM_1_1 is [-5.632442,2.314364]|Att PSSM_2_9 is [<5.429118]|Att PSSM_2_14 is [-2.474297,5.996737]|Att PSSM_3_10 is [-3.042251,7.042251]|Att PSSM_3_15 is [-5.912191,-0.087809]|1
Accuracy : 0.786279
0	1	
154323	9757	
40390	30168	
Removed 235 instances. 194713 Instances left. Acc of rule 0.000769-0.638298
Initialization: 7.555000
Memcpy Classifiers: 0.541000
Memcpy Instances: 11.903000
Kernel 1: 0.028000
Kernel 2: 95.356003
Copyback: 0.017000
Sum: 0.078000
Initial population average accuracy1:0.005289 accuracy2:0.192159
Initialization: 6.779000
Memcpy Classifiers: 0.549000
Memcpy Instances: 10.974000
Kernel 1: 0.022000
Kernel 2: 92.873001
Copyback: 0.018000
Sum: 0.055000
It 0,Best ac:0.000514 1.000000 fi:0.330101. Ave ac:0.005439,0.009861
Initialization: 6.744000
Memcpy Classifiers: 0.807000
Memcpy Instances: 9.581000
Kernel 1: 0.023000
Kernel 2: 92.598000
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.001798 0.875000 fi:0.224464. Ave ac:0.004937,0.009109
Initialization: 6.109000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.458000
Kernel 1: 0.033000
Kernel 2: 93.242996
Copyback: 0.018000
Sum: 0.038000
It 2,Best ac:0.001027 1.000000 fi:0.099837. Ave ac:0.004330,0.009616
Initialization: 5.670000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.766000
Kernel 1: 0.024000
Kernel 2: 93.101997
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.001797 0.777778 fi:0.321687. Ave ac:0.004145,0.007951
Initialization: 5.718000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.770000
Kernel 1: 0.023000
Kernel 2: 89.275002
Copyback: 0.016000
Sum: 0.035000
It 4,Best ac:0.000771 1.000000 fi:0.099961. Ave ac:0.003920,0.007719
Initialization: 8.147000
Memcpy Classifiers: 0.610000
Memcpy Instances: 7.770000
Kernel 1: 0.024000
Kernel 2: 90.640999
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001284 0.833333 fi:0.266379. Ave ac:0.003813,0.007288
Initialization: 5.648000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.806000
Kernel 1: 0.024000
Kernel 2: 89.329002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001284 1.000000 fi:0.099713. Ave ac:0.003059,0.005529
Initialization: 5.654000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.786000
Kernel 1: 0.024000
Kernel 2: 91.226997
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001797 0.875000 fi:0.224464. Ave ac:0.003129,0.005355
Initialization: 5.645000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.781000
Kernel 1: 0.023000
Kernel 2: 91.481003
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001027 1.000000 fi:0.099837. Ave ac:0.004019,0.008640
Initialization: 5.659000
Memcpy Classifiers: 0.524000
Memcpy Instances: 9.942000
Kernel 1: 0.024000
Kernel 2: 89.968002
Copyback: 0.018000
Sum: 0.038000
It 9,Best ac:0.002567 0.833333 fi:0.265759. Ave ac:0.003229,0.005046
Iteration 10:MDL fitness activated
Error 0.265759 TL 0.044382
MDL Theory Length Weight: 1.9960120643 (4)
Initialization: 5.680000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.765000
Kernel 1: 0.024000
Kernel 2: 87.661003
Copyback: 0.018000
Sum: 0.028000
It 10,Best ac:0.000770 1.000000 fi:0.179034. Ave ac:0.002841,0.004182
Initialization: 5.674000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.765000
Kernel 1: 0.025000
Kernel 2: 86.042999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001284 0.833333 fi:0.320567. Ave ac:0.002685,0.005595
Initialization: 8.351000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.777000
Kernel 1: 0.023000
Kernel 2: 84.821999
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001540 1.000000 fi:0.159813. Ave ac:0.002846,0.004382
Initialization: 5.702000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.173000
Kernel 1: 0.024000
Kernel 2: 86.420998
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.000770 1.000000 fi:0.165126. Ave ac:0.002977,0.005987
Initialization: 6.728000
Memcpy Classifiers: 0.590000
Memcpy Instances: 8.537000
Kernel 1: 0.024000
Kernel 2: 85.306999
Copyback: 0.018000
Sum: 0.041000
It 14,Best ac:0.001027 1.000000 fi:0.158380. Ave ac:0.003264,0.006525
Initialization: 7.946000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.766000
Kernel 1: 0.024000
Kernel 2: 82.289001
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001027 1.000000 fi:0.169413. Ave ac:0.002692,0.005100
Initialization: 6.318000
Memcpy Classifiers: 0.676000
Memcpy Instances: 11.492000
Kernel 1: 0.024000
Kernel 2: 81.285004
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.000770 1.000000 fi:0.170884. Ave ac:0.003238,0.005407
Initialization: 6.623000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.504000
Kernel 1: 0.031000
Kernel 2: 84.750000
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001284 1.000000 fi:0.143211. Ave ac:0.003467,0.005184
Initialization: 5.683000
Memcpy Classifiers: 0.424000
Memcpy Instances: 11.168000
Kernel 1: 0.023000
Kernel 2: 81.746002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000771 1.000000 fi:0.181902. Ave ac:0.003425,0.005139
Initialization: 6.848000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.840000
Kernel 1: 0.023000
Kernel 2: 78.897003
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.000770 1.000000 fi:0.167137. Ave ac:0.003516,0.006336
Initialization: 5.636000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.792000
Kernel 1: 0.024000
Kernel 2: 78.484001
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.000770 1.000000 fi:0.162846. Ave ac:0.003173,0.005179
Initialization: 6.638000
Memcpy Classifiers: 0.568000
Memcpy Instances: 9.583000
Kernel 1: 0.033000
Kernel 2: 77.821999
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.001027 1.000000 fi:0.155877. Ave ac:0.003653,0.007182
Initialization: 5.665000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 78.124001
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001284 1.000000 fi:0.161940. Ave ac:0.003991,0.008565
Initialization: 5.660000
Memcpy Classifiers: 0.420000
Memcpy Instances: 7.776000
Kernel 1: 0.025000
Kernel 2: 75.598000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001541 1.000000 fi:0.156150. Ave ac:0.003410,0.007040
Initialization: 5.680000
Memcpy Classifiers: 0.406000
Memcpy Instances: 7.777000
Kernel 1: 0.024000
Kernel 2: 75.522003
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.000770 1.000000 fi:0.158490. Ave ac:0.003418,0.006303
Initialization: 5.613000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.808000
Kernel 1: 0.024000
Kernel 2: 74.843002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.002054 1.000000 fi:0.146591. Ave ac:0.003679,0.006571
Initialization: 7.853000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.237000
Kernel 1: 0.024000
Kernel 2: 74.843002
Copyback: 0.018000
Sum: 0.037000
It 26,Best ac:0.001027 1.000000 fi:0.141898. Ave ac:0.003370,0.005935
Initialization: 5.916000
Memcpy Classifiers: 0.361000
Memcpy Instances: 11.752000
Kernel 1: 0.032000
Kernel 2: 73.440002
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.000771 1.000000 fi:0.146040. Ave ac:0.002750,0.004465
Initialization: 6.798000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.821000
Kernel 1: 0.023000
Kernel 2: 73.614998
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.001027 1.000000 fi:0.155336. Ave ac:0.002296,0.003041
Initialization: 5.674000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.939000
Kernel 1: 0.024000
Kernel 2: 72.362000
Copyback: 0.016000
Sum: 0.029000
It 29,Best ac:0.000770 1.000000 fi:0.155004. Ave ac:0.002257,0.004049
Initialization: 5.664000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.775000
Kernel 1: 0.024000
Kernel 2: 73.762001
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.001541 1.000000 fi:0.147543. Ave ac:0.002374,0.003555
Initialization: 5.664000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.770000
Kernel 1: 0.024000
Kernel 2: 72.503998
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001027 1.000000 fi:0.149620. Ave ac:0.001703,0.002793
Initialization: 5.622000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.768000
Kernel 1: 0.024000
Kernel 2: 73.024002
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001284 1.000000 fi:0.152414. Ave ac:0.001907,0.002465
Initialization: 5.668000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.773000
Kernel 1: 0.024000
Kernel 2: 72.706001
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001027 1.000000 fi:0.143232. Ave ac:0.002401,0.003507
Initialization: 28.282000
Memcpy Instances: 446.662994
Memcpy Classifiers: 0.086000
Kernel 1: 0.027000
Kernel 2: 488.170013
Copyback: 0.018000
Sum: 0.014000
Memcpy Classifiers: 0.074000
Kernel 1: 0.017000
Kernel 2: 498.571014
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 502.290009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 500.628998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 502.899994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 495.868011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 497.190002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 493.678009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.021000
Kernel 2: 496.678986
Copyback: 0.020000
Sum: 0.006000
Memcpy Classifiers: 0.077000
Kernel 1: 0.026000
Kernel 2: 224.330002
Copyback: 0.021000
Sum: 0.004000
It 34,Best ac:0.000822 0.608365 fi:0.541354. Ave ac:0.001722,0.005268
Best acc 0.000822 0.608365
Initialization: 5.683000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.801000
Kernel 1: 0.026000
Kernel 2: 97.025002
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004899 accuracy2:0.217416
Initialization: 5.664000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.793000
Kernel 1: 0.022000
Kernel 2: 96.233002
Copyback: 0.019000
Sum: 0.067000
It 0,Best ac:0.001540 0.857143 fi:0.242446. Ave ac:0.004891,0.009086
Initialization: 5.645000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.762000
Kernel 1: 0.024000
Kernel 2: 95.328003
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.000771 0.750000 fi:0.349961. Ave ac:0.004574,0.008053
Initialization: 5.631000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.770000
Kernel 1: 0.024000
Kernel 2: 93.915001
Copyback: 0.018000
Sum: 0.035000
It 2,Best ac:0.001284 1.000000 fi:0.099712. Ave ac:0.004125,0.007157
Initialization: 5.663000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.780000
Kernel 1: 0.023000
Kernel 2: 91.278000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000771 1.000000 fi:0.099961. Ave ac:0.003705,0.006572
Initialization: 5.635000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.795000
Kernel 1: 0.023000
Kernel 2: 90.071999
Copyback: 0.017000
Sum: 0.039000
It 4,Best ac:0.001284 1.000000 fi:0.099713. Ave ac:0.004175,0.007101
Initialization: 5.634000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.789000
Kernel 1: 0.024000
Kernel 2: 89.527000
Copyback: 0.016000
Sum: 0.032000
It 5,Best ac:0.001027 1.000000 fi:0.099837. Ave ac:0.003569,0.005304
Initialization: 5.654000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.772000
Kernel 1: 0.024000
Kernel 2: 86.272003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001027 1.000000 fi:0.099837. Ave ac:0.002862,0.004598
Initialization: 5.649000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.772000
Kernel 1: 0.023000
Kernel 2: 87.412003
Copyback: 0.371000
Sum: 0.034000
It 7,Best ac:0.001541 1.000000 fi:0.099589. Ave ac:0.003606,0.005270
Initialization: 6.119000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.799000
Kernel 1: 0.023000
Kernel 2: 86.569000
Copyback: 0.019000
Sum: 0.038000
It 8,Best ac:0.001541 1.000000 fi:0.099589. Ave ac:0.003029,0.004123
Initialization: 5.643000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.782000
Kernel 1: 0.023000
Kernel 2: 88.040001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001540 1.000000 fi:0.099589. Ave ac:0.003131,0.004091
Iteration 10:MDL fitness activated
Error 0.099589 TL 0.040059
MDL Theory Length Weight: 0.8286912353 (3)
Initialization: 7.409000
Memcpy Classifiers: 0.774000
Memcpy Instances: 11.871000
Kernel 1: 0.024000
Kernel 2: 88.835999
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.000770 1.000000 fi:0.134918. Ave ac:0.002834,0.004006
Initialization: 5.628000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.794000
Kernel 1: 0.024000
Kernel 2: 87.042999
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000770 1.000000 fi:0.128061. Ave ac:0.002718,0.003756
Initialization: 5.641000
Memcpy Classifiers: 0.480000
Memcpy Instances: 7.769000
Kernel 1: 0.023000
Kernel 2: 87.848999
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001027 1.000000 fi:0.136909. Ave ac:0.002385,0.003026
Initialization: 6.183000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.783000
Kernel 1: 0.024000
Kernel 2: 88.087997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001027 1.000000 fi:0.127563. Ave ac:0.003021,0.004057
Initialization: 5.602000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.973000
Kernel 1: 0.032000
Kernel 2: 88.603996
Copyback: 0.018000
Sum: 0.028000
It 14,Best ac:0.000771 1.000000 fi:0.119821. Ave ac:0.003164,0.004169
Initialization: 6.742000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.745000
Kernel 1: 0.032000
Kernel 2: 87.109001
Copyback: 0.018000
Sum: 0.044000
It 15,Best ac:0.001027 1.000000 fi:0.124543. Ave ac:0.002957,0.003884
Initialization: 6.692000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.790000
Kernel 1: 0.023000
Kernel 2: 85.639999
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.001541 1.000000 fi:0.126274. Ave ac:0.002411,0.004294
Initialization: 5.688000
Memcpy Classifiers: 0.397000
Memcpy Instances: 11.148000
Kernel 1: 0.024000
Kernel 2: 82.995003
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.000770 1.000000 fi:0.119772. Ave ac:0.002525,0.003683
Initialization: 8.160000
Memcpy Classifiers: 0.636000
Memcpy Instances: 10.140000
Kernel 1: 0.024000
Kernel 2: 85.495003
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.000770 1.000000 fi:0.123951. Ave ac:0.003378,0.004422
Initialization: 6.704000
Memcpy Classifiers: 0.591000
Memcpy Instances: 10.572000
Kernel 1: 0.024000
Kernel 2: 83.938004
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.000770 1.000000 fi:0.125920. Ave ac:0.002977,0.003853
Initialization: 6.105000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.726000
Kernel 1: 0.033000
Kernel 2: 83.257004
Copyback: 0.018000
Sum: 0.032000
It 20,Best ac:0.000770 1.000000 fi:0.121421. Ave ac:0.002548,0.003472
Initialization: 5.600000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.798000
Kernel 1: 0.024000
Kernel 2: 81.503998
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000770 1.000000 fi:0.119772. Ave ac:0.002570,0.003492
Initialization: 6.780000
Memcpy Classifiers: 0.566000
Memcpy Instances: 8.283000
Kernel 1: 0.023000
Kernel 2: 80.858002
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.000770 1.000000 fi:0.127136. Ave ac:0.003010,0.003942
Initialization: 7.130000
Memcpy Classifiers: 0.712000
Memcpy Instances: 9.453000
Kernel 1: 0.024000
Kernel 2: 79.402000
Copyback: 0.018000
Sum: 0.038000
It 23,Best ac:0.001027 1.000000 fi:0.121297. Ave ac:0.002123,0.002445
Initialization: 5.906000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.221000
Kernel 1: 0.023000
Kernel 2: 81.342003
Copyback: 0.018000
Sum: 0.032000
It 24,Best ac:0.000770 1.000000 fi:0.121560. Ave ac:0.002223,0.002969
Initialization: 7.788000
Memcpy Classifiers: 0.679000
Memcpy Instances: 10.713000
Kernel 1: 0.025000
Kernel 2: 80.820000
Copyback: 0.020000
Sum: 0.047000
It 25,Best ac:0.000770 1.000000 fi:0.121560. Ave ac:0.002209,0.003178
Initialization: 7.482000
Memcpy Classifiers: 0.681000
Memcpy Instances: 11.904000
Kernel 1: 0.023000
Kernel 2: 79.841003
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.000770 1.000000 fi:0.122046. Ave ac:0.001983,0.002311
MDL Theory Length Weight: 0.7458221117 (10)
Initialization: 5.661000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.812000
Kernel 1: 0.024000
Kernel 2: 81.092003
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000770 1.000000 fi:0.121076. Ave ac:0.001772,0.002743
Initialization: 5.708000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.790000
Kernel 1: 0.024000
Kernel 2: 82.917999
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000770 1.000000 fi:0.121452. Ave ac:0.002353,0.003911
Initialization: 5.695000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.816000
Kernel 1: 0.024000
Kernel 2: 81.402000
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000770 1.000000 fi:0.119447. Ave ac:0.002590,0.003416
Initialization: 5.727000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.929000
Kernel 1: 0.023000
Kernel 2: 82.230003
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.000770 1.000000 fi:0.127641. Ave ac:0.002355,0.002927
Initialization: 5.663000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.616000
Kernel 1: 0.028000
Kernel 2: 80.927002
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.002054 1.000000 fi:0.120566. Ave ac:0.002787,0.003578
Initialization: 5.660000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.096000
Kernel 1: 0.023000
Kernel 2: 80.932999
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001027 1.000000 fi:0.119243. Ave ac:0.002266,0.002795
Initialization: 5.635000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.947000
Kernel 1: 0.024000
Kernel 2: 78.619003
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000770 1.000000 fi:0.119666. Ave ac:0.001716,0.002462
Initialization: 31.367001
Memcpy Instances: 470.451996
Memcpy Classifiers: 0.082000
Kernel 1: 0.024000
Kernel 2: 538.302002
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 533.413025
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 540.617981
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.147000
Kernel 1: 0.022000
Kernel 2: 529.909973
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.015000
Kernel 2: 538.890015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.021000
Kernel 2: 537.466003
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 515.197021
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.022000
Kernel 2: 555.117004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 542.426025
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.022000
Kernel 2: 252.755005
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000904 0.613240 fi:0.506143. Ave ac:0.001955,0.006044
Best acc 0.000904 0.613240
Rule:Att PSSM_-4_2 is [-5.879400,1.879400]|Att PSSM_-3_7 is [-1.086150,-0.142886]|Att PSSM_-2_7 is [-5.093946,5.293337]|Att PSSM_0_12 is [<-2.663785]|Att PSSM_0_13 is [>-2.931912]|Att PSSM_0_18 is [<5.117958]|Att PSSM_0_19 is [-5.568584,1.925942]|Att PSSM_1_4 is [<-2.948177]|Att PSSM_1_15 is [<6.828465]|Att PSSM_2_14 is [-2.726182,8.726182]|1
Accuracy : 0.786556
0	1	
154212	9868	
40214	30344	
Removed 287 instances. 194426 Instances left. Acc of rule 0.000904-0.613240
Initialization: 6.075000
Memcpy Classifiers: 0.766000
Memcpy Instances: 11.653000
Kernel 1: 0.025000
Kernel 2: 94.828003
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.005450 accuracy2:0.200921
Initialization: 6.520000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.814000
Kernel 1: 0.024000
Kernel 2: 95.207001
Copyback: 0.019000
Sum: 0.053000
It 0,Best ac:0.000772 0.750000 fi:0.349959. Ave ac:0.005640,0.012145
Initialization: 7.553000
Memcpy Classifiers: 0.965000
Memcpy Instances: 10.610000
Kernel 1: 0.023000
Kernel 2: 94.589996
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.002057 1.000000 fi:0.099335. Ave ac:0.004504,0.007765
Initialization: 5.657000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.772000
Kernel 1: 0.025000
Kernel 2: 93.598000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001286 1.000000 fi:0.099710. Ave ac:0.003830,0.006171
Initialization: 5.687000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.859000
Kernel 1: 0.023000
Kernel 2: 90.644997
Copyback: 0.018000
Sum: 0.037000
It 3,Best ac:0.000514 1.000000 fi:0.327605. Ave ac:0.003265,0.006428
Initialization: 6.504000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.695000
Kernel 1: 0.032000
Kernel 2: 91.842003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000771 1.000000 fi:0.099959. Ave ac:0.003654,0.006466
Initialization: 5.618000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.757000
Kernel 1: 0.024000
Kernel 2: 89.399002
Copyback: 0.017000
Sum: 0.038000
It 5,Best ac:0.000772 1.000000 fi:0.099959. Ave ac:0.003277,0.007273
Initialization: 5.615000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.791000
Kernel 1: 0.023000
Kernel 2: 90.613998
Copyback: 0.018000
Sum: 0.035000
It 6,Best ac:0.001286 1.000000 fi:0.099710. Ave ac:0.002670,0.004590
Initialization: 5.707000
Memcpy Classifiers: 0.568000
Memcpy Instances: 9.811000
Kernel 1: 0.024000
Kernel 2: 91.032997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000771 1.000000 fi:0.099960. Ave ac:0.002184,0.004238
Initialization: 6.724000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.881000
Kernel 1: 0.023000
Kernel 2: 89.487000
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.001543 1.000000 fi:0.099585. Ave ac:0.002797,0.004997
Initialization: 5.757000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.785000
Kernel 1: 0.023000
Kernel 2: 91.494003
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.002314 0.900000 fi:0.199212. Ave ac:0.002630,0.004155
Iteration 10:MDL fitness activated
Error 0.199212 TL 0.040218
MDL Theory Length Weight: 1.6511149918 (9)
Initialization: 5.654000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.768000
Kernel 1: 0.024000
Kernel 2: 90.026001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000772 1.000000 fi:0.185641. Ave ac:0.002332,0.004354
Initialization: 5.972000
Memcpy Classifiers: 0.839000
Memcpy Instances: 11.947000
Kernel 1: 0.024000
Kernel 2: 93.251999
Copyback: 0.018000
Sum: 0.030000
It 11,Best ac:0.001543 1.000000 fi:0.153510. Ave ac:0.002740,0.004646
Initialization: 6.587000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.631000
Kernel 1: 0.024000
Kernel 2: 92.123001
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.000772 1.000000 fi:0.189561. Ave ac:0.003031,0.006566
Initialization: 6.774000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.794000
Kernel 1: 0.023000
Kernel 2: 92.749001
Copyback: 0.371000
Sum: 0.030000
It 13,Best ac:0.000772 1.000000 fi:0.177943. Ave ac:0.003134,0.006901
Initialization: 5.695000
Memcpy Classifiers: 0.449000
Memcpy Instances: 9.466000
Kernel 1: 0.023000
Kernel 2: 90.828003
Copyback: 0.018000
Sum: 0.032000
It 14,Best ac:0.000771 1.000000 fi:0.153810. Ave ac:0.003209,0.006472
Initialization: 6.375000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.741000
Kernel 1: 0.024000
Kernel 2: 91.356003
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.000772 1.000000 fi:0.168333. Ave ac:0.004019,0.011410
Initialization: 5.649000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.810000
Kernel 1: 0.024000
Kernel 2: 90.129997
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000771 1.000000 fi:0.152802. Ave ac:0.003226,0.006917
Initialization: 5.633000
Memcpy Classifiers: 0.514000
Memcpy Instances: 11.595000
Kernel 1: 0.026000
Kernel 2: 88.732002
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001543 1.000000 fi:0.146525. Ave ac:0.003528,0.007546
Initialization: 5.714000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.839000
Kernel 1: 0.023000
Kernel 2: 89.404999
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000772 1.000000 fi:0.146701. Ave ac:0.004054,0.007418
Initialization: 5.703000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.785000
Kernel 1: 0.023000
Kernel 2: 90.203003
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001800 1.000000 fi:0.145788. Ave ac:0.002941,0.006373
Initialization: 5.652000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.812000
Kernel 1: 0.024000
Kernel 2: 88.961998
Copyback: 0.019000
Sum: 0.037000
It 20,Best ac:0.000772 1.000000 fi:0.145045. Ave ac:0.003988,0.007254
Initialization: 5.669000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.104000
Kernel 1: 0.023000
Kernel 2: 91.004997
Copyback: 0.018000
Sum: 0.043000
It 21,Best ac:0.000772 1.000000 fi:0.141901. Ave ac:0.002826,0.004548
Initialization: 5.641000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.760000
Kernel 1: 0.024000
Kernel 2: 89.502998
Copyback: 0.019000
Sum: 0.043000
It 22,Best ac:0.001029 1.000000 fi:0.141776. Ave ac:0.003042,0.005362
Initialization: 5.632000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.773000
Kernel 1: 0.024000
Kernel 2: 92.261002
Copyback: 0.019000
Sum: 0.044000
It 23,Best ac:0.000772 1.000000 fi:0.159999. Ave ac:0.002266,0.004921
Initialization: 5.638000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.767000
Kernel 1: 0.024000
Kernel 2: 93.917000
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000771 1.000000 fi:0.159742. Ave ac:0.003208,0.006370
Initialization: 7.388000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.109000
Kernel 1: 0.024000
Kernel 2: 89.902000
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001029 1.000000 fi:0.144751. Ave ac:0.002289,0.004652
Initialization: 6.689000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.357000
Kernel 1: 0.023000
Kernel 2: 89.046997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000772 1.000000 fi:0.144504. Ave ac:0.002015,0.003120
Initialization: 6.913000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.752000
Kernel 1: 0.024000
Kernel 2: 93.199997
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000771 1.000000 fi:0.162618. Ave ac:0.001819,0.002144
Initialization: 6.233000
Memcpy Classifiers: 0.775000
Memcpy Instances: 10.740000
Kernel 1: 0.025000
Kernel 2: 90.439003
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.002315 1.000000 fi:0.151994. Ave ac:0.002047,0.002451
Initialization: 5.627000
Memcpy Classifiers: 0.432000
Memcpy Instances: 9.272000
Kernel 1: 0.033000
Kernel 2: 91.059998
Copyback: 0.016000
Sum: 0.030000
It 29,Best ac:0.000771 1.000000 fi:0.145353. Ave ac:0.002186,0.003301
Initialization: 6.647000
Memcpy Classifiers: 0.456000
Memcpy Instances: 10.061000
Kernel 1: 0.026000
Kernel 2: 92.740997
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.001029 1.000000 fi:0.149100. Ave ac:0.002183,0.002670
Initialization: 5.690000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.760000
Kernel 1: 0.024000
Kernel 2: 90.210999
Copyback: 0.018000
Sum: 0.042000
It 31,Best ac:0.000771 1.000000 fi:0.142782. Ave ac:0.001958,0.002811
MDL Theory Length Weight: 1.4860034926 (10)
Initialization: 6.285000
Memcpy Classifiers: 0.774000
Memcpy Instances: 10.405000
Kernel 1: 0.023000
Kernel 2: 87.299004
Copyback: 0.018000
Sum: 0.034000
It 32,Best ac:0.000772 1.000000 fi:0.141208. Ave ac:0.001917,0.003051
Initialization: 5.857000
Memcpy Classifiers: 0.595000
Memcpy Instances: 11.793000
Kernel 1: 0.032000
Kernel 2: 85.862000
Copyback: 0.018000
Sum: 0.038000
It 33,Best ac:0.001029 1.000000 fi:0.133000. Ave ac:0.001865,0.002855
Initialization: 30.309000
Memcpy Instances: 487.652008
Memcpy Classifiers: 0.095000
Kernel 1: 0.025000
Kernel 2: 580.749023
Copyback: 0.018000
Sum: 0.021000
Memcpy Classifiers: 0.132000
Kernel 1: 0.023000
Kernel 2: 577.724976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.015000
Kernel 2: 591.107971
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.111000
Kernel 1: 0.016000
Kernel 2: 570.812012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 576.130005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.129000
Kernel 1: 0.020000
Kernel 2: 579.640991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.111000
Kernel 1: 0.017000
Kernel 2: 582.268005
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.111000
Kernel 1: 0.017000
Kernel 2: 574.887024
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.130000
Kernel 1: 0.022000
Kernel 2: 586.984985
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.021000
Kernel 2: 260.808990
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.008420 0.549882 fi:0.595635. Ave ac:0.001817,0.005847
Best acc 0.008420 0.549882
Initialization: 6.796000
Memcpy Classifiers: 0.595000
Memcpy Instances: 9.439000
Kernel 1: 0.025000
Kernel 2: 95.869003
Copyback: 0.017000
Sum: 0.037000
Initial population average accuracy1:0.005778 accuracy2:0.200196
Initialization: 6.480000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.211000
Kernel 1: 0.027000
Kernel 2: 96.901001
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.000514 1.000000 fi:0.326769. Ave ac:0.006184,0.010974
Initialization: 5.796000
Memcpy Classifiers: 0.904000
Memcpy Instances: 9.270000
Kernel 1: 0.024000
Kernel 2: 95.861000
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.001029 0.800000 fi:0.299835. Ave ac:0.005693,0.010528
Initialization: 6.168000
Memcpy Classifiers: 0.891000
Memcpy Instances: 11.144000
Kernel 1: 0.024000
Kernel 2: 94.202003
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.001286 0.833333 fi:0.266376. Ave ac:0.005223,0.008830
Initialization: 6.654000
Memcpy Classifiers: 0.690000
Memcpy Instances: 9.497000
Kernel 1: 0.024000
Kernel 2: 92.572998
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.001029 0.800000 fi:0.299834. Ave ac:0.005011,0.009254
Initialization: 6.519000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.541000
Kernel 1: 0.024000
Kernel 2: 89.186996
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000514 1.000000 fi:0.326769. Ave ac:0.004225,0.006835
Initialization: 5.803000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.754000
Kernel 1: 0.023000
Kernel 2: 87.362000
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.000772 1.000000 fi:0.099959. Ave ac:0.004237,0.008447
Initialization: 5.665000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.829000
Kernel 1: 0.032000
Kernel 2: 83.555000
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.001800 0.875000 fi:0.224460. Ave ac:0.003961,0.007738
Initialization: 5.622000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.773000
Kernel 1: 0.024000
Kernel 2: 85.306000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001543 1.000000 fi:0.099585. Ave ac:0.004211,0.007740
Initialization: 5.640000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.768000
Kernel 1: 0.024000
Kernel 2: 83.151001
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.001029 1.000000 fi:0.099835. Ave ac:0.003624,0.006428
Initialization: 5.659000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.751000
Kernel 1: 0.024000
Kernel 2: 83.350998
Copyback: 0.016000
Sum: 0.032000
It 9,Best ac:0.000771 1.000000 fi:0.099959. Ave ac:0.004008,0.006526
Iteration 10:MDL fitness activated
Error 0.099959 TL 0.063120
MDL Theory Length Weight: 0.5278765563 (3)
Initialization: 5.754000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.763000
Kernel 1: 0.024000
Kernel 2: 81.710999
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001286 0.833333 fi:0.285582. Ave ac:0.003460,0.005914
Initialization: 5.649000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.774000
Kernel 1: 0.025000
Kernel 2: 81.186996
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001029 1.000000 fi:0.113650. Ave ac:0.003599,0.005830
Initialization: 5.649000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.749000
Kernel 1: 0.024000
Kernel 2: 79.039001
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001029 1.000000 fi:0.115599. Ave ac:0.003557,0.005573
Initialization: 5.650000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.769000
Kernel 1: 0.022000
Kernel 2: 76.920998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001029 1.000000 fi:0.112053. Ave ac:0.003940,0.007185
Initialization: 7.790000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.759000
Kernel 1: 0.023000
Kernel 2: 77.425003
Copyback: 0.016000
Sum: 0.030000
It 14,Best ac:0.000771 1.000000 fi:0.110634. Ave ac:0.003831,0.007603
Initialization: 5.641000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.813000
Kernel 1: 0.023000
Kernel 2: 76.898003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001028 1.000000 fi:0.118797. Ave ac:0.003027,0.006093
Initialization: 5.671000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 75.195999
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.000771 1.000000 fi:0.116663. Ave ac:0.003209,0.004622
Initialization: 5.619000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.762000
Kernel 1: 0.024000
Kernel 2: 76.848000
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.000772 1.000000 fi:0.116092. Ave ac:0.003411,0.005063
Initialization: 5.624000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.764000
Kernel 1: 0.023000
Kernel 2: 74.922997
Copyback: 0.016000
Sum: 0.029000
It 18,Best ac:0.001029 1.000000 fi:0.114836. Ave ac:0.003137,0.006041
Initialization: 5.668000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.769000
Kernel 1: 0.024000
Kernel 2: 75.255997
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000771 1.000000 fi:0.115170. Ave ac:0.003179,0.005573
Initialization: 5.629000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.757000
Kernel 1: 0.023000
Kernel 2: 74.564003
Copyback: 0.016000
Sum: 0.029000
It 20,Best ac:0.001543 1.000000 fi:0.109074. Ave ac:0.003669,0.006524
Initialization: 6.288000
Memcpy Classifiers: 0.649000
Memcpy Instances: 12.138000
Kernel 1: 0.026000
Kernel 2: 74.690002
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.000772 1.000000 fi:0.117315. Ave ac:0.003523,0.008065
Initialization: 5.633000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 74.508003
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001028 1.000000 fi:0.115346. Ave ac:0.003597,0.006625
Initialization: 5.638000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.768000
Kernel 1: 0.024000
Kernel 2: 75.466003
Copyback: 0.017000
Sum: 0.024000
It 23,Best ac:0.000771 1.000000 fi:0.115151. Ave ac:0.003264,0.005188
Initialization: 5.604000
Memcpy Classifiers: 0.420000
Memcpy Instances: 7.784000
Kernel 1: 0.024000
Kernel 2: 73.684998
Copyback: 0.016000
Sum: 0.028000
It 24,Best ac:0.000772 1.000000 fi:0.110847. Ave ac:0.003081,0.004503
Initialization: 5.654000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.757000
Kernel 1: 0.023000
Kernel 2: 73.158997
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.000772 1.000000 fi:0.113938. Ave ac:0.002722,0.004259
Initialization: 5.628000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.765000
Kernel 1: 0.024000
Kernel 2: 73.764999
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000772 1.000000 fi:0.110634. Ave ac:0.002496,0.004464
Initialization: 6.304000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.777000
Kernel 1: 0.023000
Kernel 2: 73.109001
Copyback: 0.016000
Sum: 0.029000
It 27,Best ac:0.000771 1.000000 fi:0.114446. Ave ac:0.003090,0.005143
Initialization: 5.703000
Memcpy Classifiers: 0.482000
Memcpy Instances: 10.421000
Kernel 1: 0.023000
Kernel 2: 74.416000
Copyback: 0.016000
Sum: 0.028000
It 28,Best ac:0.001029 1.000000 fi:0.115145. Ave ac:0.003641,0.006946
Initialization: 5.668000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.758000
Kernel 1: 0.024000
Kernel 2: 74.718002
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.000772 1.000000 fi:0.112179. Ave ac:0.003028,0.005200
MDL Theory Length Weight: 0.4750889006 (10)
Initialization: 5.619000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.761000
Kernel 1: 0.024000
Kernel 2: 75.397003
Copyback: 0.017000
Sum: 0.046000
It 30,Best ac:0.001029 1.000000 fi:0.112305. Ave ac:0.002889,0.005255
Initialization: 5.627000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.781000
Kernel 1: 0.024000
Kernel 2: 74.540001
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.001543 1.000000 fi:0.109978. Ave ac:0.002506,0.004172
Initialization: 5.771000
Memcpy Classifiers: 0.438000
Memcpy Instances: 7.774000
Kernel 1: 0.024000
Kernel 2: 76.835999
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.000771 1.000000 fi:0.110703. Ave ac:0.003600,0.005407
Initialization: 5.666000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.794000
Kernel 1: 0.023000
Kernel 2: 74.257004
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000771 1.000000 fi:0.109929. Ave ac:0.003271,0.005720
Initialization: 33.369999
Memcpy Instances: 459.944000
Memcpy Classifiers: 0.097000
Kernel 1: 0.027000
Kernel 2: 507.165985
Copyback: 0.017000
Sum: 0.020000
Memcpy Classifiers: 0.095000
Kernel 1: 0.013000
Kernel 2: 504.056000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 511.158997
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.112000
Kernel 1: 0.021000
Kernel 2: 495.605988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.100000
Kernel 1: 0.016000
Kernel 2: 500.572998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 503.881012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 496.042999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.017000
Kernel 2: 509.733002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.112000
Kernel 1: 0.021000
Kernel 2: 502.769989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 227.959000
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000705 0.593074 fi:0.520698. Ave ac:0.003350,0.011103
Best acc 0.000705 0.593074
Rule:Att PSSM_-3_12 is [-4.884520,-2.853972]|Att PSSM_-2_2 is [-5.137137,-1.172851]|Att PSSM_-2_13 is [-6.678620,5.871862]|Att PSSM_-1_7 is [-6.173883,-0.025813]|Att PSSM_-1_10 is [>1.786078]|Att PSSM_0_3 is [-3.262761,4.969744]|Att PSSM_0_12 is [-4.570945,-2.013765]|Att PSSM_1_13 is [-5.795993,8.005786]|Att PSSM_3_17 is [-1.573789,4.117049]|1
Accuracy : 0.786740
0	1	
154118	9962	
40077	30481	
Removed 231 instances. 194195 Instances left. Acc of rule 0.000705-0.593074
Initialization: 5.806000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.647000
Kernel 1: 0.034000
Kernel 2: 94.898003
Copyback: 0.018000
Sum: 0.041000
Initial population average accuracy1:0.004246 accuracy2:0.196475
Initialization: 7.175000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.958000
Kernel 1: 0.031000
Kernel 2: 93.664001
Copyback: 0.018000
Sum: 0.053000
It 0,Best ac:0.000773 0.750000 fi:0.349958. Ave ac:0.004654,0.009078
Initialization: 5.574000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.744000
Kernel 1: 0.033000
Kernel 2: 91.396004
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000772 1.000000 fi:0.099958. Ave ac:0.004672,0.009279
Initialization: 5.659000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.739000
Kernel 1: 0.024000
Kernel 2: 89.831001
Copyback: 0.016000
Sum: 0.031000
It 2,Best ac:0.000515 1.000000 fi:0.324247. Ave ac:0.004495,0.008398
Initialization: 5.653000
Memcpy Classifiers: 0.465000
Memcpy Instances: 7.745000
Kernel 1: 0.024000
Kernel 2: 89.384003
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.000772 1.000000 fi:0.099958. Ave ac:0.003941,0.007378
Initialization: 5.683000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 89.125000
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001545 0.857143 fi:0.242439. Ave ac:0.003250,0.006002
Initialization: 5.649000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.740000
Kernel 1: 0.024000
Kernel 2: 89.235001
Copyback: 0.017000
Sum: 0.043000
It 5,Best ac:0.000772 1.000000 fi:0.099958. Ave ac:0.002895,0.004739
Initialization: 5.667000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.758000
Kernel 1: 0.025000
Kernel 2: 90.702003
Copyback: 0.024000
Sum: 0.037000
It 6,Best ac:0.001030 1.000000 fi:0.099833. Ave ac:0.002611,0.004315
Initialization: 5.637000
Memcpy Classifiers: 0.473000
Memcpy Instances: 7.745000
Kernel 1: 0.023000
Kernel 2: 90.152000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000772 1.000000 fi:0.099958. Ave ac:0.002660,0.004778
Initialization: 5.625000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.758000
Kernel 1: 0.023000
Kernel 2: 89.235001
Copyback: 0.016000
Sum: 0.027000
It 8,Best ac:0.001030 1.000000 fi:0.099833. Ave ac:0.002829,0.005866
Initialization: 5.617000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.770000
Kernel 1: 0.024000
Kernel 2: 90.668999
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001030 1.000000 fi:0.099833. Ave ac:0.002616,0.005034
Iteration 10:MDL fitness activated
Error 0.099833 TL 0.043131
MDL Theory Length Weight: 0.7715591576 (4)
Initialization: 6.065000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.765000
Kernel 1: 0.024000
Kernel 2: 90.580002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001287 1.000000 fi:0.131691. Ave ac:0.002750,0.004492
Initialization: 7.088000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.919000
Kernel 1: 0.033000
Kernel 2: 90.192001
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.000772 1.000000 fi:0.117947. Ave ac:0.002603,0.004659
Initialization: 7.805000
Memcpy Classifiers: 0.683000
Memcpy Instances: 10.067000
Kernel 1: 0.030000
Kernel 2: 90.060997
Copyback: 0.016000
Sum: 0.029000
It 12,Best ac:0.000772 1.000000 fi:0.123576. Ave ac:0.002476,0.004088
Initialization: 6.628000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.763000
Kernel 1: 0.023000
Kernel 2: 91.601997
Copyback: 0.016000
Sum: 0.031000
It 13,Best ac:0.000772 1.000000 fi:0.125288. Ave ac:0.002145,0.003298
Initialization: 6.267000
Memcpy Classifiers: 0.843000
Memcpy Instances: 10.821000
Kernel 1: 0.026000
Kernel 2: 89.607002
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001030 1.000000 fi:0.126632. Ave ac:0.002082,0.003466
Initialization: 5.663000
Memcpy Classifiers: 0.684000
Memcpy Instances: 10.879000
Kernel 1: 0.023000
Kernel 2: 89.213997
Copyback: 0.016000
Sum: 0.033000
It 15,Best ac:0.000773 1.000000 fi:0.127185. Ave ac:0.002251,0.005888
Initialization: 5.650000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.958000
Kernel 1: 0.026000
Kernel 2: 91.042000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001030 1.000000 fi:0.123450. Ave ac:0.002538,0.004654
Initialization: 5.710000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.178000
Kernel 1: 0.022000
Kernel 2: 88.189003
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.001545 1.000000 fi:0.128166. Ave ac:0.002592,0.005165
Initialization: 5.634000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.763000
Kernel 1: 0.023000
Kernel 2: 89.824997
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001545 1.000000 fi:0.123344. Ave ac:0.003107,0.007748
Initialization: 5.629000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.766000
Kernel 1: 0.022000
Kernel 2: 89.404999
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.002060 1.000000 fi:0.122726. Ave ac:0.002867,0.004270
Initialization: 5.647000
Memcpy Classifiers: 0.438000
Memcpy Instances: 7.764000
Kernel 1: 0.023000
Kernel 2: 91.199997
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001030 1.000000 fi:0.124626. Ave ac:0.002701,0.004864
MDL Theory Length Weight: 0.6944032419 (10)
Initialization: 5.659000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.742000
Kernel 1: 0.023000
Kernel 2: 89.313004
Copyback: 0.016000
Sum: 0.028000
It 21,Best ac:0.000772 1.000000 fi:0.121528. Ave ac:0.002715,0.004189
Initialization: 5.623000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.773000
Kernel 1: 0.023000
Kernel 2: 86.156998
Copyback: 0.016000
Sum: 0.030000
It 22,Best ac:0.000772 1.000000 fi:0.119724. Ave ac:0.002245,0.005218
Initialization: 5.597000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.746000
Kernel 1: 0.024000
Kernel 2: 88.255997
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001030 1.000000 fi:0.120786. Ave ac:0.003097,0.006658
Initialization: 5.632000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.755000
Kernel 1: 0.024000
Kernel 2: 91.723999
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.002060 1.000000 fi:0.119677. Ave ac:0.002312,0.003350
Initialization: 5.666000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.707000
Kernel 1: 0.021000
Kernel 2: 94.238998
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.000772 1.000000 fi:0.118568. Ave ac:0.002298,0.003676
Initialization: 5.628000
Memcpy Classifiers: 0.457000
Memcpy Instances: 7.739000
Kernel 1: 0.023000
Kernel 2: 96.077003
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.002575 1.000000 fi:0.120817. Ave ac:0.002011,0.003047
Initialization: 5.650000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.748000
Kernel 1: 0.024000
Kernel 2: 95.323997
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001287 1.000000 fi:0.115956. Ave ac:0.002070,0.002975
Initialization: 5.656000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.750000
Kernel 1: 0.024000
Kernel 2: 95.779999
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.001030 1.000000 fi:0.123298. Ave ac:0.001693,0.002367
Initialization: 5.625000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.762000
Kernel 1: 0.024000
Kernel 2: 93.725998
Copyback: 0.016000
Sum: 0.030000
It 29,Best ac:0.001030 1.000000 fi:0.118923. Ave ac:0.001864,0.003004
Initialization: 5.697000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.751000
Kernel 1: 0.023000
Kernel 2: 90.065002
Copyback: 0.016000
Sum: 0.032000
It 30,Best ac:0.001545 1.000000 fi:0.121667. Ave ac:0.001719,0.003516
Initialization: 5.639000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.749000
Kernel 1: 0.024000
Kernel 2: 86.889999
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.000772 1.000000 fi:0.121629. Ave ac:0.002035,0.003115
Initialization: 5.652000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.743000
Kernel 1: 0.024000
Kernel 2: 85.938004
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.001030 1.000000 fi:0.119599. Ave ac:0.002235,0.003900
Initialization: 5.641000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.744000
Kernel 1: 0.024000
Kernel 2: 89.365997
Copyback: 0.016000
Sum: 0.028000
It 33,Best ac:0.000773 1.000000 fi:0.118740. Ave ac:0.002140,0.003307
Initialization: 27.670000
Memcpy Instances: 484.175995
Memcpy Classifiers: 0.082000
Kernel 1: 0.023000
Kernel 2: 559.929993
Copyback: 0.368000
Sum: 0.017000
Memcpy Classifiers: 0.106000
Kernel 1: 0.016000
Kernel 2: 576.090027
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 546.172974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 553.864014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.014000
Kernel 2: 553.307983
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 550.671997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 561.775024
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 559.776978
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 571.270996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.011000
Kernel 2: 258.315002
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001030 0.573066 fi:0.550887. Ave ac:0.002194,0.006880
Best acc 0.001030 0.573066
Initialization: 5.646000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.765000
Kernel 1: 0.025000
Kernel 2: 96.018997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.004314 accuracy2:0.191521
Initialization: 5.640000
Memcpy Classifiers: 0.547000
Memcpy Instances: 7.753000
Kernel 1: 0.024000
Kernel 2: 95.762001
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.000515 1.000000 fi:0.325090. Ave ac:0.005349,0.009084
Initialization: 5.663000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.758000
Kernel 1: 0.023000
Kernel 2: 97.082001
Copyback: 0.017000
Sum: 0.038000
It 1,Best ac:0.000772 1.000000 fi:0.099958. Ave ac:0.005805,0.009052
Initialization: 5.628000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.750000
Kernel 1: 0.024000
Kernel 2: 95.820999
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001287 1.000000 fi:0.099708. Ave ac:0.005494,0.010648
Initialization: 5.626000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.762000
Kernel 1: 0.024000
Kernel 2: 94.273003
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.000515 1.000000 fi:0.325090. Ave ac:0.004957,0.012073
Initialization: 5.666000
Memcpy Classifiers: 0.492000
Memcpy Instances: 7.746000
Kernel 1: 0.024000
Kernel 2: 94.154999
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.000772 1.000000 fi:0.099958. Ave ac:0.005026,0.008960
Initialization: 5.700000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.769000
Kernel 1: 0.023000
Kernel 2: 91.864998
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.001802 1.000000 fi:0.099458. Ave ac:0.003356,0.006282
Initialization: 5.629000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.748000
Kernel 1: 0.024000
Kernel 2: 89.954002
Copyback: 0.368000
Sum: 0.036000
It 6,Best ac:0.001287 0.833333 fi:0.266374. Ave ac:0.003428,0.005458
Initialization: 5.643000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.752000
Kernel 1: 0.023000
Kernel 2: 87.938004
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.000772 1.000000 fi:0.099958. Ave ac:0.003491,0.006513
Initialization: 5.635000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.769000
Kernel 1: 0.023000
Kernel 2: 87.386002
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001030 1.000000 fi:0.099833. Ave ac:0.002337,0.004266
Initialization: 5.625000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.766000
Kernel 1: 0.024000
Kernel 2: 86.962997
Copyback: 0.016000
Sum: 0.028000
It 9,Best ac:0.001030 1.000000 fi:0.099833. Ave ac:0.002202,0.003998
Iteration 10:MDL fitness activated
Error 0.099833 TL 0.029288
MDL Theory Length Weight: 1.1362345380 (5)
Initialization: 5.638000
Memcpy Classifiers: 0.473000
Memcpy Instances: 7.761000
Kernel 1: 0.025000
Kernel 2: 86.135002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000773 1.000000 fi:0.124351. Ave ac:0.002826,0.005320
Initialization: 5.634000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.755000
Kernel 1: 0.025000
Kernel 2: 85.194000
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.001030 1.000000 fi:0.135742. Ave ac:0.002624,0.004879
Initialization: 5.736000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.748000
Kernel 1: 0.025000
Kernel 2: 85.651001
Copyback: 0.017000
Sum: 0.027000
It 12,Best ac:0.001288 1.000000 fi:0.133106. Ave ac:0.002688,0.004596
Initialization: 5.619000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.747000
Kernel 1: 0.024000
Kernel 2: 84.445000
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001030 1.000000 fi:0.131316. Ave ac:0.002721,0.004448
Initialization: 5.587000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.742000
Kernel 1: 0.023000
Kernel 2: 86.858002
Copyback: 0.016000
Sum: 0.026000
It 14,Best ac:0.000772 1.000000 fi:0.133094. Ave ac:0.002862,0.004547
Initialization: 5.616000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.772000
Kernel 1: 0.023000
Kernel 2: 86.304001
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000772 1.000000 fi:0.132335. Ave ac:0.002758,0.004183
Initialization: 5.667000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.753000
Kernel 1: 0.023000
Kernel 2: 83.450996
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001803 1.000000 fi:0.141182. Ave ac:0.003044,0.004462
Initialization: 5.726000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.742000
Kernel 1: 0.024000
Kernel 2: 80.344002
Copyback: 0.019000
Sum: 0.037000
It 17,Best ac:0.000772 1.000000 fi:0.128901. Ave ac:0.002834,0.003796
Initialization: 5.700000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.588000
Kernel 1: 0.032000
Kernel 2: 80.452003
Copyback: 0.018000
Sum: 0.035000
It 18,Best ac:0.000772 1.000000 fi:0.132897. Ave ac:0.002862,0.005701
Initialization: 5.608000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.180000
Kernel 1: 0.032000
Kernel 2: 76.893997
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.000772 1.000000 fi:0.128901. Ave ac:0.002119,0.003457
MDL Theory Length Weight: 1.0226110842 (15)
Initialization: 7.263000
Memcpy Classifiers: 0.527000
Memcpy Instances: 7.755000
Kernel 1: 0.023000
Kernel 2: 79.647003
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000773 1.000000 fi:0.127496. Ave ac:0.002562,0.005114
Initialization: 7.363000
Memcpy Classifiers: 0.682000
Memcpy Instances: 8.602000
Kernel 1: 0.023000
Kernel 2: 78.954002
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.002060 1.000000 fi:0.127445. Ave ac:0.002648,0.004332
Initialization: 5.687000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.526000
Kernel 1: 0.023000
Kernel 2: 78.660004
Copyback: 0.020000
Sum: 0.042000
It 22,Best ac:0.001030 1.000000 fi:0.127371. Ave ac:0.002952,0.004526
Initialization: 5.681000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.956000
Kernel 1: 0.022000
Kernel 2: 80.001999
Copyback: 0.018000
Sum: 0.038000
It 23,Best ac:0.000773 1.000000 fi:0.123470. Ave ac:0.002321,0.003663
Initialization: 5.742000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.764000
Kernel 1: 0.023000
Kernel 2: 78.167999
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000772 1.000000 fi:0.126007. Ave ac:0.003361,0.005123
Initialization: 6.326000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.436000
Kernel 1: 0.023000
Kernel 2: 78.936996
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.002832 1.000000 fi:0.124004. Ave ac:0.002781,0.004681
Initialization: 6.072000
Memcpy Classifiers: 0.407000
Memcpy Instances: 11.842000
Kernel 1: 0.023000
Kernel 2: 76.889999
Copyback: 0.016000
Sum: 0.030000
It 26,Best ac:0.000772 1.000000 fi:0.129022. Ave ac:0.002665,0.004662
Initialization: 6.451000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.749000
Kernel 1: 0.023000
Kernel 2: 76.080002
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001030 1.000000 fi:0.124258. Ave ac:0.002191,0.004487
Initialization: 5.662000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.776000
Kernel 1: 0.022000
Kernel 2: 75.897003
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.001030 1.000000 fi:0.128695. Ave ac:0.002300,0.002893
Initialization: 6.449000
Memcpy Classifiers: 0.679000
Memcpy Instances: 8.517000
Kernel 1: 0.023000
Kernel 2: 76.598999
Copyback: 0.017000
Sum: 0.038000
It 29,Best ac:0.000772 1.000000 fi:0.123785. Ave ac:0.002610,0.007117
Initialization: 5.627000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.040000
Kernel 1: 0.025000
Kernel 2: 76.185997
Copyback: 0.016000
Sum: 0.028000
It 30,Best ac:0.000772 1.000000 fi:0.128760. Ave ac:0.002124,0.003480
Initialization: 6.809000
Memcpy Classifiers: 0.681000
Memcpy Instances: 9.621000
Kernel 1: 0.032000
Kernel 2: 76.180000
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.000772 1.000000 fi:0.129213. Ave ac:0.002455,0.003434
Initialization: 7.305000
Memcpy Classifiers: 0.712000
Memcpy Instances: 12.140000
Kernel 1: 0.026000
Kernel 2: 75.171997
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.000772 1.000000 fi:0.121942. Ave ac:0.001742,0.002965
Initialization: 6.049000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.747000
Kernel 1: 0.025000
Kernel 2: 78.767998
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.001030 1.000000 fi:0.126663. Ave ac:0.001749,0.002625
Initialization: 29.278999
Memcpy Instances: 418.704987
Memcpy Classifiers: 0.120000
Kernel 1: 0.033000
Kernel 2: 516.424011
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 522.732971
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 521.706970
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 530.789978
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.017000
Kernel 2: 516.252991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 521.088013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.118000
Kernel 1: 0.021000
Kernel 2: 500.648987
Copyback: 0.366000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.022000
Kernel 2: 510.967010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.021000
Kernel 2: 533.698975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 246.647003
Copyback: 0.021000
Sum: 0.004000
It 34,Best ac:0.011756 0.576661 fi:0.556902. Ave ac:0.002200,0.006766
Best acc 0.011756 0.576661
Rule:Att PSSM_-3_2 is [-6.139765,-1.860235]|Att PSSM_-3_5 is [-6.828715,4.711534]|Att PSSM_-2_8 is [<1.715158]|Att PSSM_-1_18 is [<9.749086]|Att PSSM_0_4 is [<-1.004010]|Att PSSM_0_12 is [<-2.397910]|Att PSSM_0_13 is [-3.245411,8.838641]|Att PSSM_1_6 is [-6.794276,-1.205724]|Att PSSM_3_14 is [-1.079632,-0.014914]|Att PSSM_3_16 is [-3.605310,3.605310]|Att PSSM_4_15 is [<-1.648374]|1
Accuracy : 0.786821
0	1	
154011	10069	
39951	30607	
Removed 233 instances. 193962 Instances left. Acc of rule 0.011756-0.576661
Initialization: 5.664000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.751000
Kernel 1: 0.025000
Kernel 2: 96.253998
Copyback: 0.027000
Sum: 0.049000
Initial population average accuracy1:0.005426 accuracy2:0.193955
Initialization: 6.610000
Memcpy Classifiers: 0.558000
Memcpy Instances: 10.043000
Kernel 1: 0.024000
Kernel 2: 95.810997
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.000516 1.000000 fi:0.322556. Ave ac:0.005069,0.009684
Initialization: 5.866000
Memcpy Classifiers: 0.654000
Memcpy Instances: 11.994000
Kernel 1: 0.024000
Kernel 2: 94.932999
Copyback: 0.024000
Sum: 0.037000
It 1,Best ac:0.000516 1.000000 fi:0.322556. Ave ac:0.004949,0.008661
Initialization: 6.071000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.754000
Kernel 1: 0.024000
Kernel 2: 94.731003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001547 1.000000 fi:0.099580. Ave ac:0.004527,0.008580
Initialization: 5.632000
Memcpy Classifiers: 0.455000
Memcpy Instances: 7.748000
Kernel 1: 0.024000
Kernel 2: 95.214996
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000773 1.000000 fi:0.099957. Ave ac:0.004417,0.008512
Initialization: 5.672000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.758000
Kernel 1: 0.024000
Kernel 2: 92.667999
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001805 1.000000 fi:0.099455. Ave ac:0.003344,0.005273
Initialization: 5.735000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.737000
Kernel 1: 0.024000
Kernel 2: 92.357002
Copyback: 0.025000
Sum: 0.040000
It 5,Best ac:0.001031 1.000000 fi:0.099831. Ave ac:0.004375,0.008293
Initialization: 5.773000
Memcpy Classifiers: 0.472000
Memcpy Instances: 7.778000
Kernel 1: 0.025000
Kernel 2: 91.607002
Copyback: 0.022000
Sum: 0.036000
It 6,Best ac:0.001031 0.800000 fi:0.299831. Ave ac:0.004319,0.007282
Initialization: 5.631000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.765000
Kernel 1: 0.024000
Kernel 2: 89.572998
Copyback: 0.022000
Sum: 0.037000
It 7,Best ac:0.000773 1.000000 fi:0.099957. Ave ac:0.003416,0.005820
Initialization: 5.629000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.747000
Kernel 1: 0.023000
Kernel 2: 86.786003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.000773 1.000000 fi:0.099957. Ave ac:0.002950,0.004990
Initialization: 5.655000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.741000
Kernel 1: 0.024000
Kernel 2: 86.359001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.000773 1.000000 fi:0.099957. Ave ac:0.003381,0.005218
Iteration 10:MDL fitness activated
Error 0.099957 TL 0.048698
MDL Theory Length Weight: 0.6841894228 (6)
Initialization: 5.617000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.734000
Kernel 1: 0.024000
Kernel 2: 87.699997
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000773 1.000000 fi:0.118384. Ave ac:0.003528,0.006378
Initialization: 5.671000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.762000
Kernel 1: 0.023000
Kernel 2: 86.008003
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001031 1.000000 fi:0.122950. Ave ac:0.002880,0.005449
Initialization: 5.604000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.753000
Kernel 1: 0.023000
Kernel 2: 84.532997
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000773 1.000000 fi:0.123627. Ave ac:0.002428,0.005033
Initialization: 5.626000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.740000
Kernel 1: 0.024000
Kernel 2: 87.759003
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001289 0.833333 fi:0.286984. Ave ac:0.002778,0.004897
Initialization: 5.630000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.757000
Kernel 1: 0.024000
Kernel 2: 89.518997
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001289 1.000000 fi:0.118133. Ave ac:0.002806,0.004546
Initialization: 5.617000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.784000
Kernel 1: 0.024000
Kernel 2: 89.064003
Copyback: 0.016000
Sum: 0.034000
It 15,Best ac:0.000773 1.000000 fi:0.125303. Ave ac:0.003453,0.005635
Initialization: 5.661000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.744000
Kernel 1: 0.024000
Kernel 2: 91.078003
Copyback: 0.371000
Sum: 0.033000
It 16,Best ac:0.000773 1.000000 fi:0.120795. Ave ac:0.002959,0.004519
Initialization: 5.625000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.731000
Kernel 1: 0.024000
Kernel 2: 90.723999
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.000773 1.000000 fi:0.117464. Ave ac:0.003165,0.004647
Initialization: 5.638000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.730000
Kernel 1: 0.024000
Kernel 2: 90.882004
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.001031 1.000000 fi:0.116375. Ave ac:0.002246,0.003066
Initialization: 5.636000
Memcpy Classifiers: 0.478000
Memcpy Instances: 7.749000
Kernel 1: 0.024000
Kernel 2: 90.906998
Copyback: 0.016000
Sum: 0.031000
It 19,Best ac:0.000773 1.000000 fi:0.123521. Ave ac:0.001926,0.002756
Initialization: 5.631000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.754000
Kernel 1: 0.024000
Kernel 2: 88.235001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000773 1.000000 fi:0.117464. Ave ac:0.001497,0.002040
Initialization: 5.675000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.750000
Kernel 1: 0.024000
Kernel 2: 89.419998
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000773 1.000000 fi:0.120795. Ave ac:0.001653,0.002196
Initialization: 5.652000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.748000
Kernel 1: 0.023000
Kernel 2: 87.198997
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000773 1.000000 fi:0.135852. Ave ac:0.002145,0.003282
Initialization: 5.648000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.743000
Kernel 1: 0.023000
Kernel 2: 86.352997
Copyback: 0.019000
Sum: 0.041000
It 23,Best ac:0.001546 1.000000 fi:0.120192. Ave ac:0.002819,0.003963
Initialization: 5.659000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.743000
Kernel 1: 0.024000
Kernel 2: 87.807999
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001031 1.000000 fi:0.115473. Ave ac:0.002568,0.003032
Initialization: 5.678000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.773000
Kernel 1: 0.023000
Kernel 2: 83.890999
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001031 1.000000 fi:0.119049. Ave ac:0.002388,0.003505
Initialization: 5.741000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.750000
Kernel 1: 0.024000
Kernel 2: 86.469002
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.000773 1.000000 fi:0.118384. Ave ac:0.001931,0.002451
Initialization: 5.623000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.736000
Kernel 1: 0.024000
Kernel 2: 82.801003
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.001547 1.000000 fi:0.122625. Ave ac:0.001921,0.002525
Initialization: 5.648000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.740000
Kernel 1: 0.024000
Kernel 2: 85.303001
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000773 1.000000 fi:0.125503. Ave ac:0.002077,0.002329
Initialization: 5.653000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.754000
Kernel 1: 0.024000
Kernel 2: 81.165001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.000773 1.000000 fi:0.116823. Ave ac:0.001733,0.002600
Initialization: 5.651000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.737000
Kernel 1: 0.024000
Kernel 2: 82.427002
Copyback: 0.016000
Sum: 0.033000
It 30,Best ac:0.001031 1.000000 fi:0.122967. Ave ac:0.002025,0.002918
Initialization: 5.620000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.744000
Kernel 1: 0.024000
Kernel 2: 82.742996
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000773 1.000000 fi:0.115651. Ave ac:0.002432,0.003373
Initialization: 5.692000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.746000
Kernel 1: 0.024000
Kernel 2: 83.992996
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001289 1.000000 fi:0.118133. Ave ac:0.002348,0.003710
Initialization: 5.650000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.744000
Kernel 1: 0.024000
Kernel 2: 83.818001
Copyback: 0.016000
Sum: 0.032000
It 33,Best ac:0.002320 1.000000 fi:0.118421. Ave ac:0.001832,0.003031
MDL Theory Length Weight: 0.6157704805 (10)
Initialization: 27.629000
Memcpy Instances: 377.018005
Memcpy Classifiers: 0.091000
Kernel 1: 0.025000
Kernel 2: 552.028992
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 551.854004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 557.328979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 555.369995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.011000
Kernel 2: 547.650024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 542.893982
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.011000
Kernel 2: 548.367981
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.087000
Kernel 1: 0.012000
Kernel 2: 552.752014
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.011000
Kernel 2: 548.447998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 249.031006
Copyback: 0.017000
Sum: 0.003000
It 34,Best ac:0.000830 0.688034 fi:0.429191. Ave ac:0.001985,0.006263
Best acc 0.000830 0.688034
Initialization: 5.671000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.749000
Kernel 1: 0.023000
Kernel 2: 96.327003
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005357 accuracy2:0.203961
Initialization: 5.706000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.738000
Kernel 1: 0.024000
Kernel 2: 95.441002
Copyback: 0.016000
Sum: 0.030000
It 0,Best ac:0.001289 1.000000 fi:0.099706. Ave ac:0.005204,0.008533
Initialization: 5.636000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.746000
Kernel 1: 0.023000
Kernel 2: 94.692001
Copyback: 0.016000
Sum: 0.027000
It 1,Best ac:0.001031 0.800000 fi:0.299831. Ave ac:0.004631,0.007512
Initialization: 5.648000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.740000
Kernel 1: 0.022000
Kernel 2: 92.945999
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001546 0.750000 fi:0.349580. Ave ac:0.004268,0.006900
Initialization: 5.628000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.734000
Kernel 1: 0.023000
Kernel 2: 92.997002
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.000773 1.000000 fi:0.099957. Ave ac:0.004061,0.006791
Initialization: 5.672000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.740000
Kernel 1: 0.023000
Kernel 2: 92.636002
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001031 1.000000 fi:0.099831. Ave ac:0.003788,0.006594
Initialization: 5.798000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.280000
Kernel 1: 0.032000
Kernel 2: 91.374001
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.001805 1.000000 fi:0.099455. Ave ac:0.003230,0.005465
Initialization: 6.361000
Memcpy Classifiers: 0.808000
Memcpy Instances: 11.825000
Kernel 1: 0.023000
Kernel 2: 89.126999
Copyback: 0.019000
Sum: 0.039000
It 6,Best ac:0.000773 1.000000 fi:0.099957. Ave ac:0.003334,0.004811
Initialization: 5.632000
Memcpy Classifiers: 0.522000
Memcpy Instances: 10.299000
Kernel 1: 0.030000
Kernel 2: 90.105003
Copyback: 0.018000
Sum: 0.037000
It 7,Best ac:0.001289 1.000000 fi:0.099706. Ave ac:0.003660,0.006582
Initialization: 6.484000
Memcpy Classifiers: 0.775000
Memcpy Instances: 12.451000
Kernel 1: 0.026000
Kernel 2: 91.329002
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001289 1.000000 fi:0.099706. Ave ac:0.003196,0.005373
Initialization: 5.743000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.748000
Kernel 1: 0.024000
Kernel 2: 90.428001
Copyback: 0.018000
Sum: 0.043000
It 9,Best ac:0.001031 1.000000 fi:0.099831. Ave ac:0.003444,0.006106
Iteration 10:MDL fitness activated
Error 0.099831 TL 0.049656
MDL Theory Length Weight: 0.6701492982 (5)
Initialization: 5.633000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 90.417000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000773 1.000000 fi:0.123110. Ave ac:0.002142,0.003691
Initialization: 5.646000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.750000
Kernel 1: 0.025000
Kernel 2: 90.217003
Copyback: 0.017000
Sum: 0.040000
It 11,Best ac:0.000773 1.000000 fi:0.123315. Ave ac:0.003107,0.005127
Initialization: 6.432000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.738000
Kernel 1: 0.024000
Kernel 2: 86.827003
Copyback: 0.017000
Sum: 0.026000
It 12,Best ac:0.001031 1.000000 fi:0.122438. Ave ac:0.003432,0.006525
Initialization: 7.030000
Memcpy Classifiers: 0.774000
Memcpy Instances: 11.847000
Kernel 1: 0.023000
Kernel 2: 85.075996
Copyback: 0.018000
Sum: 0.029000
It 13,Best ac:0.001547 1.000000 fi:0.113356. Ave ac:0.002441,0.003886
Initialization: 5.667000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.770000
Kernel 1: 0.023000
Kernel 2: 83.808998
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001031 1.000000 fi:0.118344. Ave ac:0.001945,0.003856
Initialization: 5.651000
Memcpy Classifiers: 0.614000
Memcpy Instances: 9.756000
Kernel 1: 0.023000
Kernel 2: 85.179001
Copyback: 0.018000
Sum: 0.039000
It 15,Best ac:0.001031 1.000000 fi:0.117327. Ave ac:0.002260,0.003235
Initialization: 5.634000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.737000
Kernel 1: 0.024000
Kernel 2: 87.082001
Copyback: 0.018000
Sum: 0.040000
It 16,Best ac:0.000773 1.000000 fi:0.119642. Ave ac:0.001769,0.003236
Initialization: 5.588000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.778000
Kernel 1: 0.023000
Kernel 2: 84.714996
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.000773 1.000000 fi:0.121574. Ave ac:0.001803,0.002646
Initialization: 5.633000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.739000
Kernel 1: 0.024000
Kernel 2: 87.049004
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000773 1.000000 fi:0.119136. Ave ac:0.002413,0.004204
Initialization: 8.240000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.481000
Kernel 1: 0.026000
Kernel 2: 85.347000
Copyback: 0.018000
Sum: 0.040000
It 19,Best ac:0.000773 1.000000 fi:0.119651. Ave ac:0.002661,0.004106
Initialization: 5.680000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.790000
Kernel 1: 0.023000
Kernel 2: 84.238998
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001289 1.000000 fi:0.114068. Ave ac:0.002278,0.003542
Initialization: 6.044000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.353000
Kernel 1: 0.022000
Kernel 2: 83.084999
Copyback: 0.016000
Sum: 0.033000
It 21,Best ac:0.001805 1.000000 fi:0.117557. Ave ac:0.002730,0.005134
Initialization: 5.623000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.741000
Kernel 1: 0.023000
Kernel 2: 83.425003
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.001804 1.000000 fi:0.117066. Ave ac:0.001969,0.003379
MDL Theory Length Weight: 0.6031343684 (10)
Initialization: 5.611000
Memcpy Classifiers: 0.385000
Memcpy Instances: 7.756000
Kernel 1: 0.023000
Kernel 2: 83.601997
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001547 1.000000 fi:0.119560. Ave ac:0.002238,0.003677
Initialization: 5.657000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.745000
Kernel 1: 0.024000
Kernel 2: 80.972000
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.000773 1.000000 fi:0.114853. Ave ac:0.002834,0.006138
Initialization: 5.761000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.736000
Kernel 1: 0.024000
Kernel 2: 82.218002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001031 1.000000 fi:0.117842. Ave ac:0.002636,0.004556
Initialization: 5.661000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.735000
Kernel 1: 0.024000
Kernel 2: 81.468002
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.000773 1.000000 fi:0.118194. Ave ac:0.002209,0.004808
Initialization: 5.628000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.737000
Kernel 1: 0.025000
Kernel 2: 83.635002
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.000773 1.000000 fi:0.116348. Ave ac:0.002281,0.003260
Initialization: 5.630000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.741000
Kernel 1: 0.024000
Kernel 2: 82.825996
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000773 1.000000 fi:0.115269. Ave ac:0.002408,0.003816
Initialization: 5.628000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.763000
Kernel 1: 0.023000
Kernel 2: 79.878998
Copyback: 0.016000
Sum: 0.032000
It 29,Best ac:0.002062 1.000000 fi:0.115195. Ave ac:0.002184,0.002878
Initialization: 5.614000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.746000
Kernel 1: 0.024000
Kernel 2: 80.445999
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000773 1.000000 fi:0.112479. Ave ac:0.002012,0.004131
Initialization: 5.667000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.732000
Kernel 1: 0.023000
Kernel 2: 79.873001
Copyback: 0.016000
Sum: 0.031000
It 31,Best ac:0.001031 1.000000 fi:0.114064. Ave ac:0.002634,0.003974
Initialization: 5.678000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.748000
Kernel 1: 0.023000
Kernel 2: 78.092003
Copyback: 0.016000
Sum: 0.029000
It 32,Best ac:0.000773 1.000000 fi:0.114735. Ave ac:0.003023,0.007516
Initialization: 5.614000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.736000
Kernel 1: 0.024000
Kernel 2: 78.126999
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001547 1.000000 fi:0.112514. Ave ac:0.003107,0.006706
Initialization: 27.533001
Memcpy Instances: 377.136993
Memcpy Classifiers: 0.079000
Kernel 1: 0.028000
Kernel 2: 495.502991
Copyback: 0.368000
Sum: 0.017000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 535.820007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 532.843018
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 512.658997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 534.948975
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 497.856995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 525.439026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 518.413025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.011000
Kernel 2: 510.066010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 237.927994
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000943 0.571875 fi:0.540933. Ave ac:0.002520,0.008488
Best acc 0.000943 0.571875
Rule:Att PSSM_-2_2 is [<2.437631]|Att PSSM_-2_7 is [<-2.545708]|Att PSSM_0_4 is [<-3.707853]|Att PSSM_1_8 is [>-1.107712]|Att PSSM_1_12 is [-6.134964,-2.945851]|Att PSSM_1_17 is [-2.324814,4.468591]|Att PSSM_2_4 is [-5.675230,1.675230]|Att PSSM_2_12 is [<3.924625]|Att PSSM_3_12 is [<-1.632956]|Att PSSM_4_14 is [<7.388307]|1
Accuracy : 0.787196
0	1	
153938	10142	
39790	30768	
Removed 234 instances. 193728 Instances left. Acc of rule 0.000830-0.688034
Initialization: 5.822000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.749000
Kernel 1: 0.026000
Kernel 2: 96.473999
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005142 accuracy2:0.197886
Initialization: 5.680000
Memcpy Classifiers: 0.548000
Memcpy Instances: 7.722000
Kernel 1: 0.024000
Kernel 2: 96.500999
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.001290 0.714286 fi:0.385418. Ave ac:0.005122,0.007732
Initialization: 5.613000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.727000
Kernel 1: 0.024000
Kernel 2: 93.920998
Copyback: 0.016000
Sum: 0.029000
It 1,Best ac:0.001291 0.714286 fi:0.385418. Ave ac:0.004847,0.008032
Initialization: 5.633000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.752000
Kernel 1: 0.023000
Kernel 2: 94.598999
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.000774 0.750000 fi:0.349956. Ave ac:0.004773,0.006679
Initialization: 5.642000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.764000
Kernel 1: 0.023000
Kernel 2: 90.203003
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000516 1.000000 fi:0.320002. Ave ac:0.004467,0.006670
Initialization: 5.636000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.754000
Kernel 1: 0.024000
Kernel 2: 91.350998
Copyback: 0.016000
Sum: 0.026000
It 4,Best ac:0.000774 1.000000 fi:0.099956. Ave ac:0.004788,0.007940
Initialization: 5.682000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.723000
Kernel 1: 0.024000
Kernel 2: 90.832001
Copyback: 0.016000
Sum: 0.027000
It 5,Best ac:0.001032 0.800000 fi:0.299829. Ave ac:0.003885,0.005503
Initialization: 5.682000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.049000
Kernel 1: 0.023000
Kernel 2: 90.559998
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.000774 1.000000 fi:0.099956. Ave ac:0.004503,0.006871
Initialization: 7.613000
Memcpy Classifiers: 0.871000
Memcpy Instances: 8.090000
Kernel 1: 0.022000
Kernel 2: 90.827003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.000516 1.000000 fi:0.320002. Ave ac:0.004249,0.007437
Initialization: 6.123000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.127000
Kernel 1: 0.026000
Kernel 2: 91.392998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.000774 1.000000 fi:0.099956. Ave ac:0.003238,0.004947
Initialization: 5.681000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.214000
Kernel 1: 0.023000
Kernel 2: 87.943001
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.000516 1.000000 fi:0.319147. Ave ac:0.003218,0.004882
Iteration 10:MDL fitness activated
Error 0.319147 TL 0.044963
MDL Theory Length Weight: 2.3660086714 (6)
Initialization: 7.217000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.741000
Kernel 1: 0.023000
Kernel 2: 89.709000
Copyback: 0.017000
Sum: 0.043000
It 10,Best ac:0.000774 1.000000 fi:0.195551. Ave ac:0.004152,0.006667
Initialization: 6.542000
Memcpy Classifiers: 0.780000
Memcpy Instances: 11.279000
Kernel 1: 0.024000
Kernel 2: 88.878998
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000774 1.000000 fi:0.200901. Ave ac:0.003624,0.007467
Initialization: 7.052000
Memcpy Classifiers: 0.739000
Memcpy Instances: 8.875000
Kernel 1: 0.032000
Kernel 2: 86.574997
Copyback: 0.017000
Sum: 0.027000
It 12,Best ac:0.001549 1.000000 fi:0.173362. Ave ac:0.003170,0.005118
Initialization: 7.779000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.786000
Kernel 1: 0.023000
Kernel 2: 87.239998
Copyback: 0.018000
Sum: 0.039000
It 13,Best ac:0.001548 1.000000 fi:0.184575. Ave ac:0.002917,0.006351
Initialization: 6.348000
Memcpy Classifiers: 0.504000
Memcpy Instances: 9.854000
Kernel 1: 0.024000
Kernel 2: 86.183998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001033 1.000000 fi:0.186698. Ave ac:0.003775,0.006092
Initialization: 5.624000
Memcpy Classifiers: 0.467000
Memcpy Instances: 11.150000
Kernel 1: 0.023000
Kernel 2: 86.660004
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001290 1.000000 fi:0.161563. Ave ac:0.004217,0.006745
Initialization: 5.644000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.727000
Kernel 1: 0.022000
Kernel 2: 87.277000
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001548 1.000000 fi:0.187689. Ave ac:0.003000,0.004850
Initialization: 5.638000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.730000
Kernel 1: 0.024000
Kernel 2: 86.845001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001290 1.000000 fi:0.184744. Ave ac:0.004842,0.007291
Initialization: 5.610000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.725000
Kernel 1: 0.024000
Kernel 2: 87.429001
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000774 1.000000 fi:0.167547. Ave ac:0.003091,0.005605
Initialization: 5.651000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.723000
Kernel 1: 0.024000
Kernel 2: 88.248001
Copyback: 0.018000
Sum: 0.045000
It 19,Best ac:0.000774 1.000000 fi:0.177462. Ave ac:0.004680,0.007311
Initialization: 5.628000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.750000
Kernel 1: 0.023000
Kernel 2: 87.366997
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001806 1.000000 fi:0.161311. Ave ac:0.004099,0.006940
Initialization: 5.599000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.759000
Kernel 1: 0.024000
Kernel 2: 86.903000
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.000774 1.000000 fi:0.170349. Ave ac:0.004196,0.007562
Initialization: 5.644000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.735000
Kernel 1: 0.023000
Kernel 2: 87.709000
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000774 1.000000 fi:0.181547. Ave ac:0.003689,0.005769
Initialization: 5.619000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.739000
Kernel 1: 0.024000
Kernel 2: 84.522003
Copyback: 0.016000
Sum: 0.032000
It 23,Best ac:0.000774 1.000000 fi:0.188811. Ave ac:0.003403,0.007345
Initialization: 5.645000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.731000
Kernel 1: 0.023000
Kernel 2: 89.946999
Copyback: 0.016000
Sum: 0.029000
It 24,Best ac:0.000774 1.000000 fi:0.178180. Ave ac:0.003352,0.006168
Initialization: 5.621000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.737000
Kernel 1: 0.023000
Kernel 2: 91.470001
Copyback: 0.016000
Sum: 0.030000
It 25,Best ac:0.001548 1.000000 fi:0.180706. Ave ac:0.003433,0.005784
Initialization: 5.625000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.725000
Kernel 1: 0.024000
Kernel 2: 89.509003
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001549 1.000000 fi:0.155547. Ave ac:0.002463,0.004432
Initialization: 5.633000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.737000
Kernel 1: 0.024000
Kernel 2: 89.122002
Copyback: 0.016000
Sum: 0.029000
It 27,Best ac:0.000775 1.000000 fi:0.163848. Ave ac:0.001823,0.002597
Initialization: 5.620000
Memcpy Classifiers: 0.414000
Memcpy Instances: 9.930000
Kernel 1: 0.032000
Kernel 2: 87.431000
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.001033 1.000000 fi:0.167857. Ave ac:0.001979,0.002998
Initialization: 5.641000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.729000
Kernel 1: 0.025000
Kernel 2: 87.646004
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001291 1.000000 fi:0.168450. Ave ac:0.001632,0.002971
Initialization: 5.616000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.724000
Kernel 1: 0.023000
Kernel 2: 89.707001
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.001548 1.000000 fi:0.154577. Ave ac:0.002184,0.002792
Initialization: 5.617000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.732000
Kernel 1: 0.023000
Kernel 2: 91.141998
Copyback: 0.017000
Sum: 0.040000
It 31,Best ac:0.001033 1.000000 fi:0.154242. Ave ac:0.001558,0.002800
Initialization: 5.638000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.720000
Kernel 1: 0.024000
Kernel 2: 89.093002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.001032 1.000000 fi:0.148025. Ave ac:0.001804,0.003181
Initialization: 5.638000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.738000
Kernel 1: 0.023000
Kernel 2: 87.902000
Copyback: 0.016000
Sum: 0.029000
It 33,Best ac:0.001548 1.000000 fi:0.157276. Ave ac:0.002064,0.002961
Initialization: 28.076000
Memcpy Instances: 385.432007
Memcpy Classifiers: 0.085000
Kernel 1: 0.028000
Kernel 2: 569.182983
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 586.955017
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 567.341980
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.083000
Kernel 1: 0.013000
Kernel 2: 582.195984
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 574.687988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 580.236023
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 577.491028
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.083000
Kernel 1: 0.012000
Kernel 2: 583.426025
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.011000
Kernel 2: 580.703003
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.055000
Kernel 1: 0.016000
Kernel 2: 208.210999
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.001053 0.647619 fi:0.520229. Ave ac:0.001481,0.004588
Best acc 0.001053 0.647619
Initialization: 5.621000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.743000
Kernel 1: 0.026000
Kernel 2: 94.307999
Copyback: 0.016000
Sum: 0.039000
Initial population average accuracy1:0.004979 accuracy2:0.191678
Initialization: 5.767000
Memcpy Classifiers: 0.539000
Memcpy Instances: 11.023000
Kernel 1: 0.024000
Kernel 2: 94.669998
Copyback: 0.018000
Sum: 0.046000
It 0,Best ac:0.001033 0.800000 fi:0.299829. Ave ac:0.005230,0.008423
Initialization: 5.683000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.733000
Kernel 1: 0.023000
Kernel 2: 94.847000
Copyback: 0.016000
Sum: 0.027000
It 1,Best ac:0.000774 1.000000 fi:0.099956. Ave ac:0.004469,0.007560
Initialization: 5.619000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.720000
Kernel 1: 0.024000
Kernel 2: 93.801003
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001032 1.000000 fi:0.099829. Ave ac:0.003624,0.005376
Initialization: 5.645000
Memcpy Classifiers: 0.525000
Memcpy Instances: 10.381000
Kernel 1: 0.023000
Kernel 2: 94.547997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000774 1.000000 fi:0.099956. Ave ac:0.003035,0.004480
Initialization: 5.610000
Memcpy Classifiers: 0.515000
Memcpy Instances: 7.746000
Kernel 1: 0.023000
Kernel 2: 93.898003
Copyback: 0.016000
Sum: 0.031000
It 4,Best ac:0.001032 0.800000 fi:0.299829. Ave ac:0.002989,0.006239
Initialization: 5.624000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.728000
Kernel 1: 0.024000
Kernel 2: 90.361000
Copyback: 0.016000
Sum: 0.027000
It 5,Best ac:0.001032 1.000000 fi:0.099829. Ave ac:0.003007,0.008051
Initialization: 6.977000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.728000
Kernel 1: 0.024000
Kernel 2: 91.268997
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001032 1.000000 fi:0.099829. Ave ac:0.002046,0.003872
Initialization: 5.604000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.795000
Kernel 1: 0.022000
Kernel 2: 93.620003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.000774 1.000000 fi:0.099956. Ave ac:0.002786,0.005064
Initialization: 5.759000
Memcpy Classifiers: 0.906000
Memcpy Instances: 12.755000
Kernel 1: 0.026000
Kernel 2: 89.522003
Copyback: 0.018000
Sum: 0.043000
It 8,Best ac:0.001291 1.000000 fi:0.099703. Ave ac:0.003252,0.006771
Initialization: 6.341000
Memcpy Classifiers: 0.514000
Memcpy Instances: 10.614000
Kernel 1: 0.023000
Kernel 2: 88.977997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001290 1.000000 fi:0.099703. Ave ac:0.003294,0.009313
Iteration 10:MDL fitness activated
Error 0.099703 TL 0.037512
MDL Theory Length Weight: 0.8859616178 (2)
Initialization: 5.636000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.081000
Kernel 1: 0.023000
Kernel 2: 86.723000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001290 1.000000 fi:0.131293. Ave ac:0.003470,0.007863
Initialization: 6.629000
Memcpy Classifiers: 0.590000
Memcpy Instances: 9.454000
Kernel 1: 0.034000
Kernel 2: 83.371002
Copyback: 0.019000
Sum: 0.040000
It 11,Best ac:0.001033 1.000000 fi:0.126436. Ave ac:0.003426,0.007623
Initialization: 5.606000
Memcpy Classifiers: 0.464000
Memcpy Instances: 10.445000
Kernel 1: 0.031000
Kernel 2: 82.989998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001290 1.000000 fi:0.120091. Ave ac:0.002916,0.005456
Initialization: 7.289000
Memcpy Classifiers: 0.774000
Memcpy Instances: 9.628000
Kernel 1: 0.036000
Kernel 2: 82.628998
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001548 1.000000 fi:0.122459. Ave ac:0.003027,0.005311
Initialization: 7.038000
Memcpy Classifiers: 0.640000
Memcpy Instances: 8.534000
Kernel 1: 0.023000
Kernel 2: 81.167000
Copyback: 0.018000
Sum: 0.032000
It 14,Best ac:0.000774 1.000000 fi:0.124247. Ave ac:0.002209,0.004577
Initialization: 7.449000
Memcpy Classifiers: 0.640000
Memcpy Instances: 10.911000
Kernel 1: 0.023000
Kernel 2: 81.194000
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000774 1.000000 fi:0.125830. Ave ac:0.002966,0.005277
Initialization: 7.349000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.741000
Kernel 1: 0.024000
Kernel 2: 79.850998
Copyback: 0.368000
Sum: 0.040000
It 16,Best ac:0.000774 1.000000 fi:0.126141. Ave ac:0.003653,0.005902
Initialization: 5.645000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.721000
Kernel 1: 0.024000
Kernel 2: 78.375999
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.000774 1.000000 fi:0.122976. Ave ac:0.003170,0.005375
Initialization: 5.638000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.221000
Kernel 1: 0.023000
Kernel 2: 79.000000
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000774 1.000000 fi:0.122221. Ave ac:0.003097,0.007768
Initialization: 5.619000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.881000
Kernel 1: 0.032000
Kernel 2: 79.783997
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000774 1.000000 fi:0.122208. Ave ac:0.002887,0.006796
Initialization: 5.618000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.751000
Kernel 1: 0.024000
Kernel 2: 77.564003
Copyback: 0.019000
Sum: 0.034000
It 20,Best ac:0.001806 1.000000 fi:0.119814. Ave ac:0.002072,0.003551
Initialization: 7.379000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.724000
Kernel 1: 0.024000
Kernel 2: 77.125999
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000774 1.000000 fi:0.124970. Ave ac:0.002420,0.004108
Initialization: 5.642000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.929000
Kernel 1: 0.023000
Kernel 2: 75.717003
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001033 1.000000 fi:0.116822. Ave ac:0.002613,0.005496
Initialization: 5.698000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.724000
Kernel 1: 0.024000
Kernel 2: 75.325996
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001032 1.000000 fi:0.119603. Ave ac:0.002791,0.006578
Initialization: 6.912000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.737000
Kernel 1: 0.023000
Kernel 2: 73.595001
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000774 1.000000 fi:0.119057. Ave ac:0.002376,0.005366
Initialization: 7.785000
Memcpy Classifiers: 0.615000
Memcpy Instances: 12.029000
Kernel 1: 0.027000
Kernel 2: 72.695000
Copyback: 0.018000
Sum: 0.037000
It 25,Best ac:0.000774 1.000000 fi:0.119883. Ave ac:0.002544,0.005812
Initialization: 5.824000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.727000
Kernel 1: 0.024000
Kernel 2: 72.758003
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001033 1.000000 fi:0.123550. Ave ac:0.003640,0.006231
Initialization: 5.598000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.763000
Kernel 1: 0.022000
Kernel 2: 71.778999
Copyback: 0.016000
Sum: 0.029000
It 27,Best ac:0.000774 1.000000 fi:0.120820. Ave ac:0.003052,0.005513
Initialization: 5.647000
Memcpy Classifiers: 0.396000
Memcpy Instances: 10.760000
Kernel 1: 0.023000
Kernel 2: 71.944000
Copyback: 0.018000
Sum: 0.033000
It 28,Best ac:0.000774 1.000000 fi:0.120943. Ave ac:0.002539,0.004555
Initialization: 7.151000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.858000
Kernel 1: 0.024000
Kernel 2: 72.544998
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001032 1.000000 fi:0.118391. Ave ac:0.002221,0.003539
Initialization: 7.334000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.926000
Kernel 1: 0.026000
Kernel 2: 73.361000
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000774 1.000000 fi:0.120727. Ave ac:0.002426,0.004074
Initialization: 6.667000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.737000
Kernel 1: 0.024000
Kernel 2: 72.864998
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.000774 1.000000 fi:0.120727. Ave ac:0.003376,0.006333
MDL Theory Length Weight: 0.7973654560 (10)
Initialization: 6.463000
Memcpy Classifiers: 0.407000
Memcpy Instances: 8.206000
Kernel 1: 0.024000
Kernel 2: 73.685997
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000774 1.000000 fi:0.118729. Ave ac:0.002936,0.005126
Initialization: 6.708000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.151000
Kernel 1: 0.021000
Kernel 2: 74.161003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001032 1.000000 fi:0.115183. Ave ac:0.002993,0.006462
Initialization: 28.841999
Memcpy Instances: 442.285004
Memcpy Classifiers: 0.082000
Kernel 1: 0.025000
Kernel 2: 519.072998
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 508.743011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 526.317993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 502.773010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.022000
Kernel 2: 504.716003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.104000
Kernel 1: 0.016000
Kernel 2: 519.093018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 509.919006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 508.606995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 511.230011
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.016000
Kernel 2: 188.578995
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000790 0.632231 fi:0.486606. Ave ac:0.002903,0.009855
Best acc 0.000790 0.632231
Rule:Att PSSM_-4_8 is [-4.496835,6.496835]|Att PSSM_0_2 is [<-0.154295]|Att PSSM_0_7 is [-6.332927,-3.460573]|Att PSSM_0_14 is [>-6.529229]|Att PSSM_0_15 is [-6.849226,2.849226]|Att PSSM_0_16 is [-4.730078,3.993325]|Att PSSM_1_11 is [-2.531619,6.192078]|Att PSSM_3_8 is [<2.571859]|Att PSSM_3_11 is [<2.593872]|Att PSSM_3_12 is [<-0.271659]|Att PSSM_4_12 is [<-2.906101]|Att PSSM_4_16 is [-1.432089,5.432089]|1
Accuracy : 0.787592
0	1	
153827	10253	
39586	30972	
Removed 315 instances. 193413 Instances left. Acc of rule 0.001053-0.647619
Initialization: 5.598000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.729000
Kernel 1: 0.025000
Kernel 2: 95.389000
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.004640 accuracy2:0.196355
Initialization: 5.604000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.760000
Kernel 1: 0.023000
Kernel 2: 92.213997
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.001034 0.800000 fi:0.299827. Ave ac:0.005522,0.008290
Initialization: 5.610000
Memcpy Classifiers: 0.536000
Memcpy Instances: 7.707000
Kernel 1: 0.023000
Kernel 2: 91.727997
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001552 0.857143 fi:0.242430. Ave ac:0.005498,0.008725
Initialization: 5.605000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.708000
Kernel 1: 0.024000
Kernel 2: 89.335999
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.001292 1.000000 fi:0.099700. Ave ac:0.004759,0.008277
Initialization: 5.580000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.705000
Kernel 1: 0.024000
Kernel 2: 86.698997
Copyback: 0.018000
Sum: 0.043000
It 3,Best ac:0.001034 1.000000 fi:0.099826. Ave ac:0.004709,0.009045
Initialization: 5.522000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.716000
Kernel 1: 0.024000
Kernel 2: 83.274002
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.001034 1.000000 fi:0.099827. Ave ac:0.003790,0.005409
Initialization: 5.646000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.726000
Kernel 1: 0.023000
Kernel 2: 84.850998
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001034 0.800000 fi:0.299827. Ave ac:0.004067,0.007218
Initialization: 6.412000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.991000
Kernel 1: 0.033000
Kernel 2: 85.216003
Copyback: 0.016000
Sum: 0.030000
It 6,Best ac:0.002585 0.909091 fi:0.189976. Ave ac:0.003185,0.006336
Initialization: 5.603000
Memcpy Classifiers: 0.437000
Memcpy Instances: 10.942000
Kernel 1: 0.024000
Kernel 2: 85.097000
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.000775 1.000000 fi:0.099954. Ave ac:0.002892,0.005736
Initialization: 7.140000
Memcpy Classifiers: 0.599000
Memcpy Instances: 9.862000
Kernel 1: 0.025000
Kernel 2: 82.556000
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.000776 1.000000 fi:0.099953. Ave ac:0.002649,0.004617
Initialization: 5.526000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.716000
Kernel 1: 0.023000
Kernel 2: 82.265999
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.000775 1.000000 fi:0.099954. Ave ac:0.002585,0.003970
Iteration 10:MDL fitness activated
Error 0.099954 TL 0.034132
MDL Theory Length Weight: 0.9761566097 (8)
Initialization: 5.603000
Memcpy Classifiers: 0.422000
Memcpy Instances: 7.724000
Kernel 1: 0.024000
Kernel 2: 81.582001
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.000775 1.000000 fi:0.134528. Ave ac:0.002617,0.003663
Initialization: 5.535000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.734000
Kernel 1: 0.023000
Kernel 2: 83.138000
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000775 1.000000 fi:0.119681. Ave ac:0.002277,0.004156
Initialization: 5.590000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.718000
Kernel 1: 0.024000
Kernel 2: 80.537003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000775 1.000000 fi:0.124672. Ave ac:0.002187,0.002703
Initialization: 5.574000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.755000
Kernel 1: 0.023000
Kernel 2: 81.487999
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.000775 1.000000 fi:0.124400. Ave ac:0.001932,0.002979
Initialization: 6.758000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.727000
Kernel 1: 0.024000
Kernel 2: 81.809998
Copyback: 0.016000
Sum: 0.029000
It 14,Best ac:0.000776 1.000000 fi:0.126485. Ave ac:0.001871,0.003393
Initialization: 5.584000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.725000
Kernel 1: 0.023000
Kernel 2: 83.046997
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000776 1.000000 fi:0.130316. Ave ac:0.001870,0.003038
Initialization: 7.773000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.724000
Kernel 1: 0.023000
Kernel 2: 80.027000
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001034 1.000000 fi:0.133908. Ave ac:0.001781,0.002867
Initialization: 5.541000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.787000
Kernel 1: 0.032000
Kernel 2: 79.320000
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.000776 1.000000 fi:0.132319. Ave ac:0.001836,0.002785
Initialization: 5.612000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.732000
Kernel 1: 0.023000
Kernel 2: 79.584999
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001034 1.000000 fi:0.131103. Ave ac:0.001928,0.003374
Initialization: 5.574000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.713000
Kernel 1: 0.024000
Kernel 2: 77.217003
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.001034 1.000000 fi:0.132059. Ave ac:0.001988,0.003208
Initialization: 5.614000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.726000
Kernel 1: 0.024000
Kernel 2: 79.571999
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000776 1.000000 fi:0.127398. Ave ac:0.002233,0.003220
MDL Theory Length Weight: 0.8785409487 (10)
Initialization: 5.637000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.719000
Kernel 1: 0.022000
Kernel 2: 77.776001
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.000776 1.000000 fi:0.124305. Ave ac:0.002342,0.002930
Initialization: 5.573000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.747000
Kernel 1: 0.024000
Kernel 2: 78.872002
Copyback: 0.018000
Sum: 0.036000
It 22,Best ac:0.000775 1.000000 fi:0.119910. Ave ac:0.002279,0.003285
Initialization: 5.606000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.748000
Kernel 1: 0.023000
Kernel 2: 77.060997
Copyback: 0.016000
Sum: 0.030000
It 23,Best ac:0.000775 1.000000 fi:0.119910. Ave ac:0.001847,0.002780
Initialization: 6.299000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.724000
Kernel 1: 0.023000
Kernel 2: 74.863998
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001293 1.000000 fi:0.121457. Ave ac:0.002159,0.003341
Initialization: 5.605000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 73.237000
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001292 1.000000 fi:0.115114. Ave ac:0.002102,0.003389
Initialization: 5.657000
Memcpy Classifiers: 0.390000
Memcpy Instances: 7.704000
Kernel 1: 0.024000
Kernel 2: 74.726997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000776 1.000000 fi:0.119906. Ave ac:0.001548,0.003137
Initialization: 5.547000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.706000
Kernel 1: 0.024000
Kernel 2: 73.533997
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.001034 1.000000 fi:0.117728. Ave ac:0.001858,0.003866
Initialization: 5.567000
Memcpy Classifiers: 0.438000
Memcpy Instances: 7.717000
Kernel 1: 0.023000
Kernel 2: 73.077003
Copyback: 0.371000
Sum: 0.032000
It 28,Best ac:0.000776 1.000000 fi:0.123336. Ave ac:0.002601,0.004007
Initialization: 7.621000
Memcpy Classifiers: 0.646000
Memcpy Instances: 11.876000
Kernel 1: 0.024000
Kernel 2: 71.526001
Copyback: 0.018000
Sum: 0.042000
It 29,Best ac:0.000776 1.000000 fi:0.117278. Ave ac:0.002472,0.004015
Initialization: 5.580000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.718000
Kernel 1: 0.024000
Kernel 2: 70.237000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001293 1.000000 fi:0.117272. Ave ac:0.001833,0.004607
Initialization: 8.067000
Memcpy Classifiers: 0.360000
Memcpy Instances: 11.072000
Kernel 1: 0.026000
Kernel 2: 71.345001
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.002586 1.000000 fi:0.116129. Ave ac:0.002291,0.003991
Initialization: 5.578000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.755000
Kernel 1: 0.023000
Kernel 2: 72.322998
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.002326 1.000000 fi:0.112282. Ave ac:0.002603,0.006132
Initialization: 5.588000
Memcpy Classifiers: 0.338000
Memcpy Instances: 7.745000
Kernel 1: 0.024000
Kernel 2: 71.377998
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.000776 1.000000 fi:0.119539. Ave ac:0.001494,0.003425
Initialization: 27.923000
Memcpy Instances: 391.920990
Memcpy Classifiers: 0.078000
Kernel 1: 0.026000
Kernel 2: 482.065002
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 500.230988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 498.011993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 489.855011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 497.285004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 492.993011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 498.210999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 489.664001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 511.369995
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 188.330002
Copyback: 0.018000
Sum: 0.002000
It 34,Best ac:0.002094 0.583573 fi:0.528822. Ave ac:0.003813,0.013031
Best acc 0.002094 0.583573
Initialization: 5.645000
Memcpy Classifiers: 0.517000
Memcpy Instances: 7.723000
Kernel 1: 0.025000
Kernel 2: 94.571999
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005742 accuracy2:0.202293
Initialization: 5.595000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.757000
Kernel 1: 0.024000
Kernel 2: 92.467003
Copyback: 0.372000
Sum: 0.046000
It 0,Best ac:0.000517 1.000000 fi:0.316568. Ave ac:0.004438,0.008846
Initialization: 5.637000
Memcpy Classifiers: 0.529000
Memcpy Instances: 7.722000
Kernel 1: 0.024000
Kernel 2: 92.693001
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000775 1.000000 fi:0.099954. Ave ac:0.005029,0.008287
Initialization: 7.333000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.808000
Kernel 1: 0.024000
Kernel 2: 89.697998
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001034 0.800000 fi:0.299826. Ave ac:0.006365,0.010583
Initialization: 5.542000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.725000
Kernel 1: 0.024000
Kernel 2: 91.736000
Copyback: 0.016000
Sum: 0.030000
It 3,Best ac:0.001034 0.800000 fi:0.299827. Ave ac:0.007292,0.011620
Initialization: 5.542000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.731000
Kernel 1: 0.023000
Kernel 2: 92.291000
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001809 1.000000 fi:0.099447. Ave ac:0.005048,0.009124
Initialization: 5.574000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.737000
Kernel 1: 0.025000
Kernel 2: 92.982002
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.001810 0.875000 fi:0.224447. Ave ac:0.004254,0.007734
Initialization: 5.632000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.717000
Kernel 1: 0.024000
Kernel 2: 90.529999
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001551 1.000000 fi:0.099574. Ave ac:0.002475,0.004582
Initialization: 5.605000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.737000
Kernel 1: 0.023000
Kernel 2: 88.320999
Copyback: 0.017000
Sum: 0.040000
It 7,Best ac:0.000776 1.000000 fi:0.099954. Ave ac:0.001841,0.003080
Initialization: 5.629000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.711000
Kernel 1: 0.025000
Kernel 2: 89.251999
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.000775 1.000000 fi:0.099954. Ave ac:0.002098,0.003920
Initialization: 5.633000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.722000
Kernel 1: 0.024000
Kernel 2: 90.686996
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001034 1.000000 fi:0.099827. Ave ac:0.002180,0.003463
Iteration 10:MDL fitness activated
Error 0.099827 TL 0.035299
MDL Theory Length Weight: 0.9426829402 (6)
Initialization: 5.611000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.702000
Kernel 1: 0.024000
Kernel 2: 90.553001
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001293 1.000000 fi:0.144114. Ave ac:0.002534,0.003596
Initialization: 5.553000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.713000
Kernel 1: 0.024000
Kernel 2: 92.638000
Copyback: 0.016000
Sum: 0.030000
It 11,Best ac:0.000776 1.000000 fi:0.146299. Ave ac:0.002334,0.003491
Initialization: 5.687000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.997000
Kernel 1: 0.023000
Kernel 2: 90.299004
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.000775 1.000000 fi:0.130843. Ave ac:0.002151,0.003611
Initialization: 5.586000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.719000
Kernel 1: 0.024000
Kernel 2: 90.389999
Copyback: 0.018000
Sum: 0.040000
It 13,Best ac:0.000775 1.000000 fi:0.130462. Ave ac:0.002375,0.003482
Initialization: 5.601000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.708000
Kernel 1: 0.024000
Kernel 2: 89.894997
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001293 1.000000 fi:0.130589. Ave ac:0.002221,0.003429
Initialization: 5.587000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.724000
Kernel 1: 0.024000
Kernel 2: 92.481003
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001810 1.000000 fi:0.125196. Ave ac:0.002219,0.003350
Initialization: 7.826000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.837000
Kernel 1: 0.024000
Kernel 2: 91.542000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000776 1.000000 fi:0.139311. Ave ac:0.002508,0.003904
Initialization: 5.600000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.982000
Kernel 1: 0.032000
Kernel 2: 90.938004
Copyback: 0.018000
Sum: 0.044000
It 17,Best ac:0.000776 1.000000 fi:0.135235. Ave ac:0.002090,0.003175
Initialization: 5.604000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.729000
Kernel 1: 0.024000
Kernel 2: 88.445999
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.002585 1.000000 fi:0.136035. Ave ac:0.002016,0.002840
Initialization: 5.614000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.711000
Kernel 1: 0.023000
Kernel 2: 89.037003
Copyback: 0.016000
Sum: 0.030000
It 19,Best ac:0.000775 1.000000 fi:0.137187. Ave ac:0.002037,0.003037
Initialization: 6.375000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.723000
Kernel 1: 0.023000
Kernel 2: 90.232002
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.001293 1.000000 fi:0.130973. Ave ac:0.002149,0.002975
Initialization: 6.129000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.631000
Kernel 1: 0.024000
Kernel 2: 91.572998
Copyback: 0.016000
Sum: 0.028000
It 21,Best ac:0.000775 1.000000 fi:0.132317. Ave ac:0.002363,0.003176
Initialization: 5.593000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.742000
Kernel 1: 0.023000
Kernel 2: 88.033997
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.001034 1.000000 fi:0.145566. Ave ac:0.002118,0.002709
Initialization: 5.615000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.707000
Kernel 1: 0.024000
Kernel 2: 88.549004
Copyback: 0.017000
Sum: 0.037000
It 23,Best ac:0.001293 1.000000 fi:0.140172. Ave ac:0.001792,0.002313
Initialization: 5.657000
Memcpy Classifiers: 0.561000
Memcpy Instances: 9.881000
Kernel 1: 0.022000
Kernel 2: 90.386002
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.000776 1.000000 fi:0.142037. Ave ac:0.001997,0.002558
MDL Theory Length Weight: 0.8484146462 (10)
Initialization: 8.174000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.148000
Kernel 1: 0.023000
Kernel 2: 91.933998
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000775 1.000000 fi:0.133069. Ave ac:0.002236,0.003354
Initialization: 7.012000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.729000
Kernel 1: 0.023000
Kernel 2: 88.862999
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001292 1.000000 fi:0.133589. Ave ac:0.001900,0.002491
Initialization: 7.128000
Memcpy Classifiers: 0.806000
Memcpy Instances: 11.799000
Kernel 1: 0.024000
Kernel 2: 88.455002
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.000775 1.000000 fi:0.136289. Ave ac:0.001961,0.002354
Initialization: 7.470000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.738000
Kernel 1: 0.023000
Kernel 2: 88.309998
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000776 1.000000 fi:0.131242. Ave ac:0.001914,0.002824
Initialization: 5.590000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.705000
Kernel 1: 0.024000
Kernel 2: 85.886002
Copyback: 0.016000
Sum: 0.036000
It 29,Best ac:0.001034 1.000000 fi:0.133239. Ave ac:0.002008,0.002675
Initialization: 5.583000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.724000
Kernel 1: 0.023000
Kernel 2: 89.435997
Copyback: 0.016000
Sum: 0.027000
It 30,Best ac:0.001293 1.000000 fi:0.131743. Ave ac:0.002223,0.002803
Initialization: 6.881000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.479000
Kernel 1: 0.025000
Kernel 2: 88.279999
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000776 1.000000 fi:0.134307. Ave ac:0.001683,0.002177
Initialization: 6.499000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.454000
Kernel 1: 0.022000
Kernel 2: 90.405998
Copyback: 0.018000
Sum: 0.028000
It 32,Best ac:0.001293 1.000000 fi:0.132971. Ave ac:0.002082,0.002792
Initialization: 6.541000
Memcpy Classifiers: 0.433000
Memcpy Instances: 11.601000
Kernel 1: 0.025000
Kernel 2: 93.010002
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.000775 1.000000 fi:0.129902. Ave ac:0.002066,0.002461
Initialization: 30.666000
Memcpy Instances: 467.938995
Memcpy Classifiers: 0.092000
Kernel 1: 0.023000
Kernel 2: 602.164001
Copyback: 0.017000
Sum: 0.016000
Memcpy Classifiers: 0.091000
Kernel 1: 0.017000
Kernel 2: 611.728027
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 594.429016
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.017000
Kernel 2: 606.414978
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.015000
Kernel 2: 609.448975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 599.129028
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.107000
Kernel 1: 0.013000
Kernel 2: 624.586975
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.109000
Kernel 1: 0.017000
Kernel 2: 594.513977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 584.346985
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.073000
Kernel 1: 0.021000
Kernel 2: 219.546997
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001293 0.598086 fi:0.533658. Ave ac:0.001765,0.005651
Best acc 0.001293 0.598086
Rule:Att PSSM_-4_4 is [<0.362578]|Att PSSM_-3_6 is [>-5.794346]|Att PSSM_-2_7 is [-5.031384,-3.541581]|Att PSSM_-2_15 is [<3.596645]|Att PSSM_0_2 is [<-1.805134]|Att PSSM_0_4 is [-7.328721,-2.671279]|Att PSSM_0_8 is [-2.645713,1.607555]|Att PSSM_0_9 is [-4.488861,0.414230]|Att PSSM_0_12 is [<-1.805933]|Att PSSM_1_16 is [-4.018390,4.018390]|Att PSSM_2_15 is [-6.067800,3.341034]|Att PSSM_3_15 is [<3.838738]|Att PSSM_4_15 is [-6.554984,2.554984]|1
Accuracy : 0.787941
0	1	
153659	10421	
39336	31222	
Removed 418 instances. 192995 Instances left. Acc of rule 0.001293-0.598086
Initialization: 7.735000
Memcpy Classifiers: 0.967000
Memcpy Instances: 11.727000
Kernel 1: 0.023000
Kernel 2: 94.658997
Copyback: 0.016000
Sum: 0.045000
Initial population average accuracy1:0.004904 accuracy2:0.186331
Initialization: 5.583000
Memcpy Classifiers: 0.534000
Memcpy Instances: 7.700000
Kernel 1: 0.022000
Kernel 2: 93.134003
Copyback: 0.372000
Sum: 0.031000
It 0,Best ac:0.004922 0.575758 fi:0.522908. Ave ac:0.005329,0.009088
Initialization: 5.552000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.708000
Kernel 1: 0.024000
Kernel 2: 91.810997
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001036 0.800000 fi:0.299824. Ave ac:0.005271,0.009051
Initialization: 7.657000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.658000
Kernel 1: 0.023000
Kernel 2: 89.793999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000777 1.000000 fi:0.099951. Ave ac:0.004407,0.009079
Initialization: 5.614000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.732000
Kernel 1: 0.024000
Kernel 2: 91.848999
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.000777 1.000000 fi:0.099951. Ave ac:0.004649,0.008505
Initialization: 5.588000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.695000
Kernel 1: 0.024000
Kernel 2: 91.128998
Copyback: 0.018000
Sum: 0.037000
It 4,Best ac:0.001295 1.000000 fi:0.099696. Ave ac:0.004808,0.008357
Initialization: 5.598000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.720000
Kernel 1: 0.024000
Kernel 2: 90.220001
Copyback: 0.017000
Sum: 0.025000
It 5,Best ac:0.001036 0.800000 fi:0.299824. Ave ac:0.003911,0.006470
Initialization: 5.570000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.722000
Kernel 1: 0.024000
Kernel 2: 91.021004
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.001036 1.000000 fi:0.099824. Ave ac:0.003627,0.005879
Initialization: 5.555000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.726000
Kernel 1: 0.023000
Kernel 2: 88.281998
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.000777 1.000000 fi:0.099951. Ave ac:0.003582,0.005665
Initialization: 5.557000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.735000
Kernel 1: 0.026000
Kernel 2: 89.821999
Copyback: 0.019000
Sum: 0.042000
It 8,Best ac:0.001295 1.000000 fi:0.099696. Ave ac:0.003112,0.004492
Initialization: 6.867000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.689000
Kernel 1: 0.024000
Kernel 2: 88.155998
Copyback: 0.018000
Sum: 0.037000
It 9,Best ac:0.002073 1.000000 fi:0.099314. Ave ac:0.002748,0.004646
Iteration 10:MDL fitness activated
Error 0.099314 TL 0.046021
MDL Theory Length Weight: 0.7193412340 (1)
Initialization: 5.545000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.689000
Kernel 1: 0.030000
Kernel 2: 89.970001
Copyback: 0.018000
Sum: 0.028000
It 10,Best ac:0.000777 1.000000 fi:0.125933. Ave ac:0.002584,0.004413
Initialization: 5.574000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.716000
Kernel 1: 0.023000
Kernel 2: 89.211998
Copyback: 0.016000
Sum: 0.035000
It 11,Best ac:0.000777 1.000000 fi:0.121013. Ave ac:0.002782,0.004551
Initialization: 5.561000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.712000
Kernel 1: 0.024000
Kernel 2: 88.471001
Copyback: 0.017000
Sum: 0.026000
It 12,Best ac:0.000777 1.000000 fi:0.123323. Ave ac:0.002719,0.004238
Initialization: 7.603000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.723000
Kernel 1: 0.024000
Kernel 2: 86.961998
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.000777 1.000000 fi:0.124124. Ave ac:0.003026,0.004591
Initialization: 5.718000
Memcpy Classifiers: 0.723000
Memcpy Instances: 11.939000
Kernel 1: 0.024000
Kernel 2: 86.094002
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.001295 1.000000 fi:0.118969. Ave ac:0.002689,0.004733
Initialization: 5.597000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.784000
Kernel 1: 0.024000
Kernel 2: 87.700996
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000777 1.000000 fi:0.122369. Ave ac:0.002548,0.005097
Initialization: 5.568000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 84.533997
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000777 1.000000 fi:0.133108. Ave ac:0.002685,0.003955
Initialization: 5.797000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.690000
Kernel 1: 0.025000
Kernel 2: 88.322998
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000777 1.000000 fi:0.117497. Ave ac:0.002531,0.003499
Initialization: 5.613000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.907000
Kernel 1: 0.024000
Kernel 2: 84.938004
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001037 1.000000 fi:0.118363. Ave ac:0.002751,0.007105
Initialization: 5.637000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.690000
Kernel 1: 0.024000
Kernel 2: 86.942001
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.001554 1.000000 fi:0.126198. Ave ac:0.002584,0.004856
Initialization: 5.690000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.691000
Kernel 1: 0.023000
Kernel 2: 83.598999
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001036 1.000000 fi:0.118364. Ave ac:0.003154,0.006098
Initialization: 5.628000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.689000
Kernel 1: 0.024000
Kernel 2: 81.945999
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001036 1.000000 fi:0.121376. Ave ac:0.002440,0.005513
Initialization: 5.597000
Memcpy Classifiers: 0.465000
Memcpy Instances: 9.908000
Kernel 1: 0.024000
Kernel 2: 82.303001
Copyback: 0.018000
Sum: 0.037000
It 22,Best ac:0.000777 1.000000 fi:0.119194. Ave ac:0.002596,0.006381
Initialization: 5.634000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.712000
Kernel 1: 0.023000
Kernel 2: 81.573997
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.000777 1.000000 fi:0.123894. Ave ac:0.002521,0.005317
Initialization: 5.621000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.689000
Kernel 1: 0.025000
Kernel 2: 82.694000
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.000777 1.000000 fi:0.120301. Ave ac:0.002516,0.004824
Initialization: 6.909000
Memcpy Classifiers: 0.398000
Memcpy Instances: 11.181000
Kernel 1: 0.023000
Kernel 2: 82.272003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.002073 1.000000 fi:0.121353. Ave ac:0.002404,0.005353
Initialization: 5.724000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.690000
Kernel 1: 0.024000
Kernel 2: 82.721001
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.001036 1.000000 fi:0.123039. Ave ac:0.002049,0.003739
MDL Theory Length Weight: 0.6474071106 (10)
Initialization: 7.179000
Memcpy Classifiers: 0.565000
Memcpy Instances: 8.460000
Kernel 1: 0.023000
Kernel 2: 84.375000
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001036 1.000000 fi:0.123675. Ave ac:0.003106,0.005464
Initialization: 6.400000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.370000
Kernel 1: 0.032000
Kernel 2: 86.084000
Copyback: 0.020000
Sum: 0.043000
It 28,Best ac:0.000777 1.000000 fi:0.118343. Ave ac:0.002551,0.004457
Initialization: 6.127000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.018000
Kernel 1: 0.023000
Kernel 2: 82.934998
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001295 1.000000 fi:0.114917. Ave ac:0.002755,0.004154
Initialization: 6.869000
Memcpy Classifiers: 0.590000
Memcpy Instances: 8.782000
Kernel 1: 0.032000
Kernel 2: 82.928001
Copyback: 0.017000
Sum: 0.038000
It 30,Best ac:0.001036 1.000000 fi:0.117142. Ave ac:0.002076,0.003322
Initialization: 7.976000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.627000
Kernel 1: 0.032000
Kernel 2: 83.727997
Copyback: 0.018000
Sum: 0.031000
It 31,Best ac:0.001037 1.000000 fi:0.120281. Ave ac:0.002350,0.003922
Initialization: 5.599000
Memcpy Classifiers: 0.409000
Memcpy Instances: 8.699000
Kernel 1: 0.032000
Kernel 2: 80.930000
Copyback: 0.018000
Sum: 0.030000
It 32,Best ac:0.000777 1.000000 fi:0.113832. Ave ac:0.002470,0.004549
Initialization: 5.669000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.793000
Kernel 1: 0.030000
Kernel 2: 79.484001
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.001037 1.000000 fi:0.113018. Ave ac:0.002382,0.003748
Initialization: 28.865000
Memcpy Instances: 420.656006
Memcpy Classifiers: 0.085000
Kernel 1: 0.028000
Kernel 2: 558.096985
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.083000
Kernel 1: 0.015000
Kernel 2: 527.745972
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 541.218018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 519.572998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 546.747986
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.017000
Kernel 2: 537.276001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.021000
Kernel 2: 547.374023
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 543.960999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 550.906982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 205.550995
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000782 0.587549 fi:0.533295. Ave ac:0.002459,0.008028
Best acc 0.000782 0.587549
Initialization: 7.217000
Memcpy Classifiers: 0.590000
Memcpy Instances: 7.715000
Kernel 1: 0.025000
Kernel 2: 95.015999
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.005634 accuracy2:0.202258
Initialization: 6.730000
Memcpy Classifiers: 0.664000
Memcpy Instances: 9.559000
Kernel 1: 0.022000
Kernel 2: 94.453003
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.000518 1.000000 fi:0.312226. Ave ac:0.005569,0.009241
Initialization: 7.471000
Memcpy Classifiers: 0.665000
Memcpy Instances: 8.953000
Kernel 1: 0.023000
Kernel 2: 94.603996
Copyback: 0.018000
Sum: 0.037000
It 1,Best ac:0.000777 0.750000 fi:0.349951. Ave ac:0.005508,0.009601
Initialization: 7.443000
Memcpy Classifiers: 0.866000
Memcpy Instances: 10.009000
Kernel 1: 0.025000
Kernel 2: 93.311996
Copyback: 0.018000
Sum: 0.035000
It 2,Best ac:0.001295 1.000000 fi:0.099696. Ave ac:0.004906,0.007994
Initialization: 8.054000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.432000
Kernel 1: 0.032000
Kernel 2: 94.028999
Copyback: 0.018000
Sum: 0.036000
It 3,Best ac:0.001295 1.000000 fi:0.099696. Ave ac:0.003351,0.006067
Initialization: 5.692000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.749000
Kernel 1: 0.022000
Kernel 2: 94.811996
Copyback: 0.018000
Sum: 0.038000
It 4,Best ac:0.001036 0.800000 fi:0.299824. Ave ac:0.003440,0.006714
Initialization: 6.724000
Memcpy Classifiers: 0.534000
Memcpy Instances: 8.518000
Kernel 1: 0.032000
Kernel 2: 93.708000
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.002073 0.888889 fi:0.210425. Ave ac:0.003977,0.007231
Initialization: 7.010000
Memcpy Classifiers: 0.753000
Memcpy Instances: 10.989000
Kernel 1: 0.026000
Kernel 2: 93.075996
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001036 1.000000 fi:0.099824. Ave ac:0.003012,0.004701
Initialization: 6.629000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.808000
Kernel 1: 0.023000
Kernel 2: 93.627998
Copyback: 0.016000
Sum: 0.028000
It 7,Best ac:0.001554 1.000000 fi:0.099569. Ave ac:0.003023,0.004449
Initialization: 6.469000
Memcpy Classifiers: 0.934000
Memcpy Instances: 10.625000
Kernel 1: 0.023000
Kernel 2: 90.625999
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001295 1.000000 fi:0.099695. Ave ac:0.002523,0.003840
Initialization: 5.641000
Memcpy Classifiers: 0.557000
Memcpy Instances: 9.724000
Kernel 1: 0.022000
Kernel 2: 90.875000
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.001813 1.000000 fi:0.099441. Ave ac:0.002737,0.004648
Iteration 10:MDL fitness activated
Error 0.099441 TL 0.063892
MDL Theory Length Weight: 0.5187995698 (1)
Initialization: 5.618000
Memcpy Classifiers: 0.558000
Memcpy Instances: 11.089000
Kernel 1: 0.023000
Kernel 2: 89.167000
Copyback: 0.018000
Sum: 0.035000
It 10,Best ac:0.000777 1.000000 fi:0.116693. Ave ac:0.002690,0.003862
Initialization: 7.837000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.915000
Kernel 1: 0.032000
Kernel 2: 88.282997
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001296 1.000000 fi:0.120716. Ave ac:0.002561,0.004413
Initialization: 7.700000
Memcpy Classifiers: 0.985000
Memcpy Instances: 11.250000
Kernel 1: 0.026000
Kernel 2: 86.860001
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000777 1.000000 fi:0.119394. Ave ac:0.002360,0.004093
Initialization: 7.228000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.639000
Kernel 1: 0.023000
Kernel 2: 87.940002
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.000777 1.000000 fi:0.119145. Ave ac:0.003230,0.005258
Initialization: 7.559000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.777000
Kernel 1: 0.031000
Kernel 2: 88.727997
Copyback: 0.017000
Sum: 0.043000
It 14,Best ac:0.000777 1.000000 fi:0.120671. Ave ac:0.003258,0.004567
Initialization: 5.598000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.731000
Kernel 1: 0.023000
Kernel 2: 84.995003
Copyback: 0.018000
Sum: 0.035000
It 15,Best ac:0.000777 1.000000 fi:0.122016. Ave ac:0.002950,0.004285
Initialization: 6.430000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.696000
Kernel 1: 0.024000
Kernel 2: 83.836998
Copyback: 0.018000
Sum: 0.042000
It 16,Best ac:0.000777 1.000000 fi:0.115252. Ave ac:0.002616,0.004104
Initialization: 5.585000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.757000
Kernel 1: 0.023000
Kernel 2: 84.219002
Copyback: 0.018000
Sum: 0.040000
It 17,Best ac:0.000777 1.000000 fi:0.112088. Ave ac:0.002360,0.003274
Initialization: 5.901000
Memcpy Classifiers: 0.495000
Memcpy Instances: 7.730000
Kernel 1: 0.023000
Kernel 2: 83.222000
Copyback: 0.018000
Sum: 0.040000
It 18,Best ac:0.001036 1.000000 fi:0.113093. Ave ac:0.002552,0.003632
Initialization: 5.749000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.539000
Kernel 1: 0.032000
Kernel 2: 81.343002
Copyback: 0.018000
Sum: 0.039000
It 19,Best ac:0.000777 1.000000 fi:0.116679. Ave ac:0.001964,0.003606
Initialization: 5.885000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.505000
Kernel 1: 0.024000
Kernel 2: 83.346001
Copyback: 0.018000
Sum: 0.039000
It 20,Best ac:0.000777 1.000000 fi:0.114012. Ave ac:0.001754,0.002335
Initialization: 6.009000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.540000
Kernel 1: 0.026000
Kernel 2: 82.374001
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001036 1.000000 fi:0.118925. Ave ac:0.001844,0.002951
Initialization: 7.383000
Memcpy Classifiers: 0.872000
Memcpy Instances: 8.380000
Kernel 1: 0.023000
Kernel 2: 80.818001
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.000777 1.000000 fi:0.118811. Ave ac:0.001829,0.002865
Initialization: 5.626000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.690000
Kernel 1: 0.024000
Kernel 2: 81.709000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001036 1.000000 fi:0.118148. Ave ac:0.002358,0.003206
Initialization: 5.609000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.729000
Kernel 1: 0.023000
Kernel 2: 81.308998
Copyback: 0.018000
Sum: 0.035000
It 24,Best ac:0.000777 1.000000 fi:0.112088. Ave ac:0.002006,0.002886
Initialization: 5.732000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.701000
Kernel 1: 0.024000
Kernel 2: 81.487999
Copyback: 0.017000
Sum: 0.038000
It 25,Best ac:0.001296 1.000000 fi:0.119965. Ave ac:0.002366,0.003235
Initialization: 5.552000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.727000
Kernel 1: 0.023000
Kernel 2: 81.309998
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000777 1.000000 fi:0.112918. Ave ac:0.002004,0.002720
Initialization: 6.847000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.713000
Kernel 1: 0.023000
Kernel 2: 81.290001
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001036 1.000000 fi:0.112497. Ave ac:0.002637,0.003842
Initialization: 5.611000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.014000
Kernel 1: 0.023000
Kernel 2: 81.926003
Copyback: 0.016000
Sum: 0.031000
It 28,Best ac:0.000777 1.000000 fi:0.115940. Ave ac:0.002424,0.003548
Initialization: 5.526000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.757000
Kernel 1: 0.022000
Kernel 2: 83.837997
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001037 1.000000 fi:0.114173. Ave ac:0.002353,0.004056
Initialization: 5.516000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.697000
Kernel 1: 0.024000
Kernel 2: 83.869003
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001295 1.000000 fi:0.115101. Ave ac:0.002744,0.004342
Initialization: 5.646000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.802000
Kernel 1: 0.024000
Kernel 2: 83.772003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.000777 1.000000 fi:0.111839. Ave ac:0.002557,0.003590
Initialization: 5.635000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.697000
Kernel 1: 0.023000
Kernel 2: 82.732002
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.000777 1.000000 fi:0.114301. Ave ac:0.002276,0.003451
Initialization: 5.576000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.693000
Kernel 1: 0.024000
Kernel 2: 83.950996
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.001554 1.000000 fi:0.122516. Ave ac:0.002270,0.002882
Initialization: 27.923000
Memcpy Instances: 389.010010
Memcpy Classifiers: 0.096000
Kernel 1: 0.027000
Kernel 2: 577.179993
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 567.398010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 545.671021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.012000
Kernel 2: 571.166992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 569.581970
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 569.284973
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 555.088989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.012000
Kernel 2: 562.737000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.011000
Kernel 2: 567.796021
Copyback: 0.014000
Sum: 0.003000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 202.141006
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000756 0.584000 fi:0.536681. Ave ac:0.002263,0.007166
Best acc 0.000756 0.584000
Rule:Att PSSM_-4_7 is [-6.851086,1.547517]|Att PSSM_-3_15 is [<3.677783]|Att PSSM_-2_12 is [<-2.856679]|Att PSSM_-1_1 is [-3.667833,5.667833]|Att PSSM_-1_5 is [<4.736011]|Att PSSM_-1_11 is [-4.087420,5.051590]|Att PSSM_-1_12 is [-4.085096,0.085096]|Att PSSM_0_1 is [-0.232835,4.814754]|Att PSSM_0_4 is [-6.064344,-1.935656]|Att PSSM_0_12 is [<-3.216573]|Att PSSM_0_14 is [<1.351092]|1
Accuracy : 0.788133
0	1	
153553	10527	
39185	31373	
Removed 257 instances. 192738 Instances left. Acc of rule 0.000782-0.587549
Initialization: 5.757000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.718000
Kernel 1: 0.024000
Kernel 2: 96.383003
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.005022 accuracy2:0.198284
Initialization: 5.566000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.716000
Kernel 1: 0.024000
Kernel 2: 95.155998
Copyback: 0.016000
Sum: 0.032000
It 0,Best ac:0.000778 1.000000 fi:0.099950. Ave ac:0.005386,0.009608
Initialization: 5.661000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.116000
Kernel 1: 0.023000
Kernel 2: 94.973000
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.001038 1.000000 fi:0.099822. Ave ac:0.004768,0.008084
Initialization: 5.966000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.974000
Kernel 1: 0.023000
Kernel 2: 91.612999
Copyback: 0.016000
Sum: 0.028000
It 2,Best ac:0.000778 1.000000 fi:0.099949. Ave ac:0.004368,0.007500
Initialization: 5.580000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.691000
Kernel 1: 0.023000
Kernel 2: 92.477997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001297 0.833333 fi:0.266360. Ave ac:0.004352,0.008087
Initialization: 5.677000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.695000
Kernel 1: 0.024000
Kernel 2: 88.978996
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.001297 1.000000 fi:0.099694. Ave ac:0.004578,0.008292
Initialization: 7.053000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.898000
Kernel 1: 0.023000
Kernel 2: 90.367996
Copyback: 0.018000
Sum: 0.029000
It 5,Best ac:0.000778 1.000000 fi:0.099950. Ave ac:0.003900,0.007267
Initialization: 5.600000
Memcpy Classifiers: 0.468000
Memcpy Instances: 12.392000
Kernel 1: 0.026000
Kernel 2: 87.733002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.000778 1.000000 fi:0.099950. Ave ac:0.003990,0.006882
Initialization: 5.590000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.740000
Kernel 1: 0.022000
Kernel 2: 87.670998
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001297 0.833333 fi:0.266360. Ave ac:0.003630,0.005940
Initialization: 6.520000
Memcpy Classifiers: 0.712000
Memcpy Instances: 8.510000
Kernel 1: 0.023000
Kernel 2: 86.289001
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001038 1.000000 fi:0.099822. Ave ac:0.003874,0.005251
Initialization: 5.581000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.705000
Kernel 1: 0.024000
Kernel 2: 85.139999
Copyback: 0.017000
Sum: 0.024000
It 9,Best ac:0.001556 1.000000 fi:0.099566. Ave ac:0.003187,0.005392
Iteration 10:MDL fitness activated
Error 0.099566 TL 0.036203
MDL Theory Length Weight: 0.9167260027 (1)
Initialization: 5.573000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.696000
Kernel 1: 0.024000
Kernel 2: 85.885002
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001297 1.000000 fi:0.121008. Ave ac:0.002972,0.005093
Initialization: 5.586000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.711000
Kernel 1: 0.023000
Kernel 2: 85.125000
Copyback: 0.016000
Sum: 0.029000
It 11,Best ac:0.001038 1.000000 fi:0.135966. Ave ac:0.003455,0.006727
Initialization: 5.630000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.676000
Kernel 1: 0.024000
Kernel 2: 85.036003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001038 1.000000 fi:0.120997. Ave ac:0.003546,0.007458
Initialization: 5.703000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.679000
Kernel 1: 0.025000
Kernel 2: 87.501999
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001816 0.875000 fi:0.248720. Ave ac:0.003566,0.007730
Initialization: 7.385000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.721000
Kernel 1: 0.023000
Kernel 2: 83.977997
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.002335 0.900000 fi:0.236921. Ave ac:0.004352,0.010116
Initialization: 5.599000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.717000
Kernel 1: 0.024000
Kernel 2: 82.179001
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.001038 1.000000 fi:0.129944. Ave ac:0.003759,0.006849
Initialization: 5.608000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.735000
Kernel 1: 0.023000
Kernel 2: 83.931000
Copyback: 0.018000
Sum: 0.036000
It 16,Best ac:0.001038 1.000000 fi:0.130184. Ave ac:0.004402,0.007830
Initialization: 5.572000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.702000
Kernel 1: 0.023000
Kernel 2: 81.837997
Copyback: 0.016000
Sum: 0.026000
It 17,Best ac:0.000778 1.000000 fi:0.122200. Ave ac:0.004481,0.008111
Initialization: 6.601000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.074000
Kernel 1: 0.032000
Kernel 2: 82.634003
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001038 1.000000 fi:0.123489. Ave ac:0.004138,0.007690
Initialization: 6.031000
Memcpy Classifiers: 0.646000
Memcpy Instances: 9.118000
Kernel 1: 0.023000
Kernel 2: 81.939003
Copyback: 0.016000
Sum: 0.029000
It 19,Best ac:0.000778 1.000000 fi:0.122200. Ave ac:0.004076,0.007421
Initialization: 5.587000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.228000
Kernel 1: 0.023000
Kernel 2: 80.464996
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001038 1.000000 fi:0.127055. Ave ac:0.003479,0.007484
Initialization: 5.570000
Memcpy Classifiers: 0.516000
Memcpy Instances: 7.692000
Kernel 1: 0.023000
Kernel 2: 79.399002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001038 1.000000 fi:0.127675. Ave ac:0.002946,0.005144
MDL Theory Length Weight: 0.8250534025 (10)
Initialization: 5.524000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.710000
Kernel 1: 0.023000
Kernel 2: 82.531998
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000778 1.000000 fi:0.126614. Ave ac:0.002514,0.004667
Initialization: 5.573000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.699000
Kernel 1: 0.023000
Kernel 2: 81.441002
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001037 1.000000 fi:0.121168. Ave ac:0.003105,0.006118
Initialization: 5.587000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.680000
Kernel 1: 0.024000
Kernel 2: 84.579002
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001038 1.000000 fi:0.121253. Ave ac:0.002748,0.004700
Initialization: 5.545000
Memcpy Classifiers: 0.456000
Memcpy Instances: 7.702000
Kernel 1: 0.023000
Kernel 2: 82.360001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.002335 1.000000 fi:0.118240. Ave ac:0.002380,0.004405
Initialization: 5.533000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.725000
Kernel 1: 0.024000
Kernel 2: 80.997002
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.000778 1.000000 fi:0.119008. Ave ac:0.002724,0.005251
Initialization: 5.568000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.721000
Kernel 1: 0.023000
Kernel 2: 80.954002
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000778 1.000000 fi:0.126671. Ave ac:0.002760,0.006204
Initialization: 5.571000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.693000
Kernel 1: 0.023000
Kernel 2: 80.500000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001038 1.000000 fi:0.115804. Ave ac:0.003840,0.008043
Initialization: 6.526000
Memcpy Classifiers: 0.648000
Memcpy Instances: 11.857000
Kernel 1: 0.023000
Kernel 2: 79.778999
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.000778 1.000000 fi:0.122261. Ave ac:0.003490,0.006961
Initialization: 5.649000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.706000
Kernel 1: 0.023000
Kernel 2: 79.764999
Copyback: 0.016000
Sum: 0.032000
It 30,Best ac:0.000778 1.000000 fi:0.123726. Ave ac:0.004049,0.007510
Initialization: 5.621000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.752000
Kernel 1: 0.033000
Kernel 2: 77.570000
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.000778 1.000000 fi:0.117837. Ave ac:0.003982,0.008910
Initialization: 5.526000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.732000
Kernel 1: 0.022000
Kernel 2: 78.486000
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000778 1.000000 fi:0.110405. Ave ac:0.004468,0.009286
Initialization: 5.592000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.713000
Kernel 1: 0.024000
Kernel 2: 80.670998
Copyback: 0.371000
Sum: 0.031000
It 33,Best ac:0.000778 1.000000 fi:0.121295. Ave ac:0.003579,0.008765
Initialization: 27.846001
Memcpy Instances: 382.928009
Memcpy Classifiers: 0.079000
Kernel 1: 0.027000
Kernel 2: 572.382019
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 563.971008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 559.192993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.111000
Kernel 1: 0.020000
Kernel 2: 547.885010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 561.226013
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.110000
Kernel 1: 0.020000
Kernel 2: 563.077026
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 590.388977
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 560.914978
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 549.659973
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.020000
Kernel 2: 199.776993
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001136 0.585561 fi:0.541538. Ave ac:0.004275,0.014853
Best acc 0.001136 0.585561
Initialization: 5.703000
Memcpy Classifiers: 0.722000
Memcpy Instances: 7.701000
Kernel 1: 0.026000
Kernel 2: 94.632004
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006174 accuracy2:0.217404
Initialization: 5.640000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.685000
Kernel 1: 0.024000
Kernel 2: 94.050003
Copyback: 0.058000
Sum: 0.051000
It 0,Best ac:0.002594 0.666667 fi:0.432387. Ave ac:0.005223,0.009011
Initialization: 8.094000
Memcpy Classifiers: 0.492000
Memcpy Instances: 7.696000
Kernel 1: 0.023000
Kernel 2: 92.889999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001037 0.800000 fi:0.299822. Ave ac:0.005518,0.008889
Initialization: 5.825000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.692000
Kernel 1: 0.024000
Kernel 2: 91.579002
Copyback: 0.018000
Sum: 0.031000
It 2,Best ac:0.000778 1.000000 fi:0.099950. Ave ac:0.004647,0.008996
Initialization: 5.647000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.112000
Kernel 1: 0.024000
Kernel 2: 91.333000
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000778 1.000000 fi:0.099950. Ave ac:0.003740,0.005989
Initialization: 5.698000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.710000
Kernel 1: 0.024000
Kernel 2: 89.772003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000778 1.000000 fi:0.099950. Ave ac:0.003670,0.005952
Initialization: 8.182000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.399000
Kernel 1: 0.032000
Kernel 2: 86.464996
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.001038 1.000000 fi:0.099821. Ave ac:0.003048,0.005894
Initialization: 5.597000
Memcpy Classifiers: 0.540000
Memcpy Instances: 11.723000
Kernel 1: 0.027000
Kernel 2: 86.627998
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.002334 0.818182 fi:0.281000. Ave ac:0.002926,0.006778
Initialization: 5.524000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.804000
Kernel 1: 0.022000
Kernel 2: 86.338997
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.000778 1.000000 fi:0.099950. Ave ac:0.002825,0.005827
Initialization: 5.572000
Memcpy Classifiers: 0.544000
Memcpy Instances: 7.694000
Kernel 1: 0.023000
Kernel 2: 89.318001
Copyback: 0.017000
Sum: 0.025000
It 8,Best ac:0.001556 0.857143 fi:0.242423. Ave ac:0.002618,0.005366
Initialization: 5.583000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.693000
Kernel 1: 0.023000
Kernel 2: 88.990997
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.000778 1.000000 fi:0.099949. Ave ac:0.002915,0.004317
Iteration 10:MDL fitness activated
Error 0.099949 TL 0.053690
MDL Theory Length Weight: 0.6205338617 (5)
Initialization: 5.570000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.746000
Kernel 1: 0.023000
Kernel 2: 87.336998
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.000778 1.000000 fi:0.120800. Ave ac:0.002473,0.004232
Initialization: 5.518000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.703000
Kernel 1: 0.024000
Kernel 2: 85.675003
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000778 1.000000 fi:0.131822. Ave ac:0.002368,0.006947
Initialization: 5.531000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.699000
Kernel 1: 0.023000
Kernel 2: 84.907997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000778 1.000000 fi:0.121469. Ave ac:0.002453,0.004440
Initialization: 5.551000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.700000
Kernel 1: 0.024000
Kernel 2: 85.161003
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001038 1.000000 fi:0.123624. Ave ac:0.003435,0.007509
Initialization: 5.635000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.689000
Kernel 1: 0.022000
Kernel 2: 85.435997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.000778 1.000000 fi:0.112587. Ave ac:0.003623,0.008181
Initialization: 5.610000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.714000
Kernel 1: 0.023000
Kernel 2: 83.928001
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001297 1.000000 fi:0.116059. Ave ac:0.003698,0.008116
Initialization: 5.527000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.727000
Kernel 1: 0.023000
Kernel 2: 82.893997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001038 1.000000 fi:0.119688. Ave ac:0.003231,0.006827
Initialization: 5.502000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.713000
Kernel 1: 0.023000
Kernel 2: 82.795998
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001038 1.000000 fi:0.115473. Ave ac:0.003530,0.008132
Initialization: 5.530000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.702000
Kernel 1: 0.025000
Kernel 2: 83.547997
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.000778 1.000000 fi:0.120389. Ave ac:0.003245,0.006141
Initialization: 5.957000
Memcpy Classifiers: 0.482000
Memcpy Instances: 9.431000
Kernel 1: 0.023000
Kernel 2: 83.634003
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.000778 1.000000 fi:0.110512. Ave ac:0.002971,0.004366
Initialization: 5.626000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.906000
Kernel 1: 0.028000
Kernel 2: 85.646004
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000778 1.000000 fi:0.113392. Ave ac:0.002675,0.005091
Initialization: 5.524000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.703000
Kernel 1: 0.023000
Kernel 2: 83.445000
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000778 1.000000 fi:0.110476. Ave ac:0.002704,0.004993
Initialization: 5.546000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.725000
Kernel 1: 0.024000
Kernel 2: 83.647003
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000778 1.000000 fi:0.113939. Ave ac:0.003431,0.007087
Initialization: 5.595000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.742000
Kernel 1: 0.023000
Kernel 2: 81.640999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000778 1.000000 fi:0.114625. Ave ac:0.002500,0.005749
Initialization: 5.584000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.681000
Kernel 1: 0.024000
Kernel 2: 80.846001
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.000778 1.000000 fi:0.113392. Ave ac:0.003351,0.006748
Initialization: 5.591000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.699000
Kernel 1: 0.023000
Kernel 2: 80.507004
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000778 1.000000 fi:0.113790. Ave ac:0.003008,0.003966
Initialization: 5.529000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.709000
Kernel 1: 0.024000
Kernel 2: 80.847000
Copyback: 0.018000
Sum: 0.035000
It 26,Best ac:0.000778 1.000000 fi:0.115381. Ave ac:0.001963,0.003160
Initialization: 5.628000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.706000
Kernel 1: 0.023000
Kernel 2: 78.531998
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000778 1.000000 fi:0.117301. Ave ac:0.002489,0.004006
Initialization: 5.577000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.677000
Kernel 1: 0.024000
Kernel 2: 79.863998
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000778 1.000000 fi:0.113518. Ave ac:0.002367,0.005901
Initialization: 5.586000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.726000
Kernel 1: 0.024000
Kernel 2: 78.331001
Copyback: 0.017000
Sum: 0.038000
It 29,Best ac:0.000778 1.000000 fi:0.115494. Ave ac:0.002164,0.003430
Initialization: 6.178000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.703000
Kernel 1: 0.024000
Kernel 2: 80.073997
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000778 1.000000 fi:0.113918. Ave ac:0.002821,0.005764
MDL Theory Length Weight: 0.5584804756 (10)
Initialization: 5.616000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.858000
Kernel 1: 0.024000
Kernel 2: 82.292999
Copyback: 0.016000
Sum: 0.028000
It 31,Best ac:0.002075 1.000000 fi:0.113288. Ave ac:0.002695,0.005227
Initialization: 5.542000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.144000
Kernel 1: 0.032000
Kernel 2: 80.292000
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001297 1.000000 fi:0.109311. Ave ac:0.002821,0.005325
Initialization: 5.627000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.678000
Kernel 1: 0.025000
Kernel 2: 79.769997
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000778 1.000000 fi:0.113665. Ave ac:0.002416,0.003857
Initialization: 27.969000
Memcpy Instances: 393.903992
Memcpy Classifiers: 0.094000
Kernel 1: 0.027000
Kernel 2: 531.578003
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 557.901001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 527.302979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.012000
Kernel 2: 533.682983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.130000
Kernel 1: 0.021000
Kernel 2: 545.960022
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.012000
Kernel 2: 536.135010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 544.546997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 541.169006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 531.638000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 199.626007
Copyback: 0.018000
Sum: 0.002000
It 34,Best ac:0.001266 0.562212 fi:0.551475. Ave ac:0.002241,0.007622
Best acc 0.001266 0.562212
Rule:Att PSSM_-4_17 is [<3.333604]|Att PSSM_-4_19 is [-1.826273,8.075828]|Att PSSM_-3_5 is [-4.803151,4.803151]|Att PSSM_-3_7 is [-5.407785,-0.592215]|Att PSSM_0_3 is [-6.861638,-1.138362]|Att PSSM_0_12 is [-6.129730,-1.870270]|Att PSSM_0_19 is [<3.180059]|Att PSSM_1_11 is [-3.175615,6.215744]|Att PSSM_1_18 is [0.671061,8.513659]|Att PSSM_2_7 is [<6.659147]|Att PSSM_3_4 is [<-0.823256]|Att PSSM_4_5 is [<3.928467]|Att PSSM_4_18 is [<7.611859]|1
Accuracy : 0.788406
0	1	
153398	10682	
38966	31592	
Removed 374 instances. 192364 Instances left. Acc of rule 0.001136-0.585561
Initialization: 7.153000
Memcpy Classifiers: 0.560000
Memcpy Instances: 10.629000
Kernel 1: 0.034000
Kernel 2: 95.260002
Copyback: 0.019000
Sum: 0.051000
Initial population average accuracy1:0.004832 accuracy2:0.202441
Initialization: 6.921000
Memcpy Classifiers: 0.930000
Memcpy Instances: 11.145000
Kernel 1: 0.025000
Kernel 2: 94.700996
Copyback: 0.016000
Sum: 0.048000
It 0,Best ac:0.001299 0.833333 fi:0.266357. Ave ac:0.005099,0.010678
Initialization: 6.161000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.748000
Kernel 1: 0.024000
Kernel 2: 93.418999
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.000520 1.000000 fi:0.305163. Ave ac:0.004465,0.007211
Initialization: 6.232000
Memcpy Classifiers: 0.810000
Memcpy Instances: 9.010000
Kernel 1: 0.023000
Kernel 2: 94.860001
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001040 1.000000 fi:0.099818. Ave ac:0.004413,0.007221
Initialization: 5.659000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.660000
Kernel 1: 0.024000
Kernel 2: 93.519997
Copyback: 0.018000
Sum: 0.038000
It 3,Best ac:0.000780 1.000000 fi:0.099947. Ave ac:0.003714,0.005923
Initialization: 7.195000
Memcpy Classifiers: 0.968000
Memcpy Instances: 11.608000
Kernel 1: 0.025000
Kernel 2: 94.991997
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.000780 1.000000 fi:0.099947. Ave ac:0.003526,0.005555
Initialization: 6.263000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.999000
Kernel 1: 0.024000
Kernel 2: 96.776001
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.001040 1.000000 fi:0.099818. Ave ac:0.003411,0.006376
Initialization: 5.626000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.665000
Kernel 1: 0.025000
Kernel 2: 95.903000
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.000780 1.000000 fi:0.099947. Ave ac:0.003681,0.007014
Initialization: 5.400000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.921000
Kernel 1: 0.023000
Kernel 2: 94.893997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001819 0.875000 fi:0.224433. Ave ac:0.002861,0.003703
Initialization: 5.612000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.690000
Kernel 1: 0.024000
Kernel 2: 94.205002
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001040 1.000000 fi:0.099819. Ave ac:0.002909,0.004635
Initialization: 6.281000
Memcpy Classifiers: 0.459000
Memcpy Instances: 10.381000
Kernel 1: 0.024000
Kernel 2: 95.143997
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.000780 1.000000 fi:0.099947. Ave ac:0.002458,0.003688
Iteration 10:MDL fitness activated
Error 0.099947 TL 0.049463
MDL Theory Length Weight: 0.6735433529 (8)
Initialization: 5.559000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.668000
Kernel 1: 0.023000
Kernel 2: 92.638000
Copyback: 0.017000
Sum: 0.066000
It 10,Best ac:0.000780 1.000000 fi:0.123546. Ave ac:0.002834,0.004497
Initialization: 5.814000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.691000
Kernel 1: 0.023000
Kernel 2: 88.474998
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001040 1.000000 fi:0.120500. Ave ac:0.002844,0.005033
Initialization: 5.648000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.699000
Kernel 1: 0.023000
Kernel 2: 88.271004
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001560 1.000000 fi:0.126066. Ave ac:0.003121,0.006263
Initialization: 6.588000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.959000
Kernel 1: 0.023000
Kernel 2: 89.957001
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001300 1.000000 fi:0.125683. Ave ac:0.003831,0.009260
Initialization: 6.668000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.728000
Kernel 1: 0.023000
Kernel 2: 91.293999
Copyback: 0.016000
Sum: 0.031000
It 14,Best ac:0.001560 1.000000 fi:0.120955. Ave ac:0.003524,0.006333
Initialization: 5.650000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.993000
Kernel 1: 0.023000
Kernel 2: 89.694000
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.001040 1.000000 fi:0.121493. Ave ac:0.003424,0.006221
Initialization: 5.661000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.947000
Kernel 1: 0.023000
Kernel 2: 87.528999
Copyback: 0.018000
Sum: 0.039000
It 16,Best ac:0.000780 1.000000 fi:0.121401. Ave ac:0.003479,0.005522
Initialization: 6.738000
Memcpy Classifiers: 0.589000
Memcpy Instances: 8.106000
Kernel 1: 0.024000
Kernel 2: 86.427002
Copyback: 0.017000
Sum: 0.041000
It 17,Best ac:0.001040 1.000000 fi:0.116005. Ave ac:0.003354,0.006856
Initialization: 7.069000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.709000
Kernel 1: 0.023000
Kernel 2: 80.905998
Copyback: 0.018000
Sum: 0.044000
It 18,Best ac:0.000780 1.000000 fi:0.117801. Ave ac:0.002625,0.004331
Initialization: 7.356000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.673000
Kernel 1: 0.024000
Kernel 2: 82.075996
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000780 1.000000 fi:0.115906. Ave ac:0.001637,0.004852
Initialization: 5.606000
Memcpy Classifiers: 0.449000
Memcpy Instances: 9.992000
Kernel 1: 0.023000
Kernel 2: 81.460999
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001040 1.000000 fi:0.123299. Ave ac:0.002679,0.006193
Initialization: 5.577000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.672000
Kernel 1: 0.024000
Kernel 2: 80.480003
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.001040 1.000000 fi:0.115530. Ave ac:0.003077,0.007259
Initialization: 5.701000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.666000
Kernel 1: 0.024000
Kernel 2: 78.473999
Copyback: 0.018000
Sum: 0.038000
It 22,Best ac:0.002339 1.000000 fi:0.111271. Ave ac:0.002695,0.004396
Initialization: 5.790000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.954000
Kernel 1: 0.023000
Kernel 2: 74.698997
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.000780 1.000000 fi:0.113616. Ave ac:0.001867,0.003533
Initialization: 7.551000
Memcpy Classifiers: 0.774000
Memcpy Instances: 8.243000
Kernel 1: 0.032000
Kernel 2: 75.074997
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.000780 1.000000 fi:0.110375. Ave ac:0.001718,0.003559
Initialization: 5.746000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.742000
Kernel 1: 0.023000
Kernel 2: 72.794998
Copyback: 0.019000
Sum: 0.042000
It 25,Best ac:0.000780 1.000000 fi:0.113064. Ave ac:0.002077,0.003150
Initialization: 6.315000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.333000
Kernel 1: 0.027000
Kernel 2: 70.405998
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000780 1.000000 fi:0.114254. Ave ac:0.002123,0.004019
Initialization: 6.321000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.688000
Kernel 1: 0.023000
Kernel 2: 71.679001
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.001820 1.000000 fi:0.111652. Ave ac:0.002268,0.003834
Initialization: 6.794000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.716000
Kernel 1: 0.023000
Kernel 2: 70.956001
Copyback: 0.018000
Sum: 0.039000
It 28,Best ac:0.000780 1.000000 fi:0.111686. Ave ac:0.002256,0.004294
Initialization: 5.620000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.671000
Kernel 1: 0.024000
Kernel 2: 71.309998
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001560 1.000000 fi:0.112933. Ave ac:0.002892,0.005962
Initialization: 8.003000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.768000
Kernel 1: 0.024000
Kernel 2: 71.711998
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.001040 1.000000 fi:0.121736. Ave ac:0.002220,0.004441
Initialization: 8.279000
Memcpy Classifiers: 0.568000
Memcpy Instances: 8.174000
Kernel 1: 0.023000
Kernel 2: 72.203003
Copyback: 0.019000
Sum: 0.030000
It 31,Best ac:0.000780 1.000000 fi:0.121618. Ave ac:0.003157,0.006121
Initialization: 6.706000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.482000
Kernel 1: 0.023000
Kernel 2: 72.582001
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.000780 1.000000 fi:0.109255. Ave ac:0.002439,0.005628
Initialization: 5.575000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.667000
Kernel 1: 0.024000
Kernel 2: 73.796997
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.000780 1.000000 fi:0.108721. Ave ac:0.003533,0.008781
Initialization: 32.644001
Memcpy Instances: 444.992004
Memcpy Classifiers: 0.074000
Kernel 1: 0.023000
Kernel 2: 495.812988
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 486.618011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.016000
Kernel 2: 491.338989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.021000
Kernel 2: 504.825989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.021000
Kernel 2: 503.895996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.017000
Kernel 2: 496.291992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 510.071014
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.022000
Kernel 2: 495.925995
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.106000
Kernel 1: 0.022000
Kernel 2: 486.937988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.022000
Kernel 2: 197.089996
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000931 0.596667 fi:0.511980. Ave ac:0.002150,0.006869
Best acc 0.000931 0.596667
Initialization: 6.128000
Memcpy Classifiers: 1.015000
Memcpy Instances: 10.731000
Kernel 1: 0.027000
Kernel 2: 95.459000
Copyback: 0.018000
Sum: 0.043000
Initial population average accuracy1:0.005307 accuracy2:0.189994
Initialization: 6.293000
Memcpy Classifiers: 0.566000
Memcpy Instances: 11.270000
Kernel 1: 0.024000
Kernel 2: 95.412003
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.000780 0.600000 fi:0.499947. Ave ac:0.005619,0.008350
Initialization: 5.647000
Memcpy Classifiers: 0.680000
Memcpy Instances: 10.793000
Kernel 1: 0.024000
Kernel 2: 93.844002
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.001820 0.875000 fi:0.224432. Ave ac:0.004746,0.007984
Initialization: 8.084000
Memcpy Classifiers: 0.474000
Memcpy Instances: 10.411000
Kernel 1: 0.027000
Kernel 2: 91.489998
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.002080 0.888889 fi:0.210414. Ave ac:0.003872,0.008505
Initialization: 8.385000
Memcpy Classifiers: 0.675000
Memcpy Instances: 10.843000
Kernel 1: 0.024000
Kernel 2: 91.348999
Copyback: 0.017000
Sum: 0.041000
It 3,Best ac:0.000780 1.000000 fi:0.099947. Ave ac:0.004062,0.008042
Initialization: 6.963000
Memcpy Classifiers: 0.589000
Memcpy Instances: 12.506000
Kernel 1: 0.024000
Kernel 2: 92.221001
Copyback: 0.018000
Sum: 0.042000
It 4,Best ac:0.000780 1.000000 fi:0.099947. Ave ac:0.003181,0.006821
Initialization: 8.037000
Memcpy Classifiers: 0.643000
Memcpy Instances: 10.975000
Kernel 1: 0.026000
Kernel 2: 92.496002
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001040 0.800000 fi:0.299818. Ave ac:0.003340,0.007116
Initialization: 6.036000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.703000
Kernel 1: 0.023000
Kernel 2: 92.150002
Copyback: 0.018000
Sum: 0.035000
It 6,Best ac:0.000780 1.000000 fi:0.099948. Ave ac:0.004506,0.009104
Initialization: 5.596000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.662000
Kernel 1: 0.025000
Kernel 2: 91.052002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001299 1.000000 fi:0.099690. Ave ac:0.003492,0.007517
Initialization: 5.548000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.672000
Kernel 1: 0.024000
Kernel 2: 92.633003
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.001040 1.000000 fi:0.099818. Ave ac:0.003488,0.008387
Initialization: 5.553000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.705000
Kernel 1: 0.023000
Kernel 2: 90.875000
Copyback: 0.018000
Sum: 0.043000
It 9,Best ac:0.001300 0.833333 fi:0.266356. Ave ac:0.002699,0.005768
Iteration 10:MDL fitness activated
Error 0.266356 TL 0.026864
MDL Theory Length Weight: 3.3050134518 (3)
Initialization: 5.569000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.694000
Kernel 1: 0.024000
Kernel 2: 87.032997
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001560 0.857143 fi:0.312022. Ave ac:0.002985,0.007094
Initialization: 5.570000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.693000
Kernel 1: 0.024000
Kernel 2: 83.930000
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000780 1.000000 fi:0.203058. Ave ac:0.003501,0.007188
Initialization: 5.545000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.686000
Kernel 1: 0.023000
Kernel 2: 84.806000
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000780 1.000000 fi:0.243978. Ave ac:0.005167,0.010172
Initialization: 5.562000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.664000
Kernel 1: 0.024000
Kernel 2: 87.464996
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.001040 1.000000 fi:0.204600. Ave ac:0.005052,0.008864
Initialization: 5.553000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.668000
Kernel 1: 0.023000
Kernel 2: 87.589996
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000780 1.000000 fi:0.189483. Ave ac:0.006135,0.010529
Initialization: 7.198000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.685000
Kernel 1: 0.024000
Kernel 2: 84.503998
Copyback: 0.016000
Sum: 0.027000
It 15,Best ac:0.000780 1.000000 fi:0.179886. Ave ac:0.004584,0.007807
Initialization: 5.630000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.384000
Kernel 1: 0.023000
Kernel 2: 81.915001
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001040 1.000000 fi:0.201384. Ave ac:0.004703,0.009085
Initialization: 5.589000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.694000
Kernel 1: 0.022000
Kernel 2: 82.003998
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.001040 1.000000 fi:0.208688. Ave ac:0.004644,0.008475
Initialization: 5.568000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.699000
Kernel 1: 0.024000
Kernel 2: 80.494003
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.000780 1.000000 fi:0.203295. Ave ac:0.004219,0.006499
Initialization: 5.563000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.684000
Kernel 1: 0.023000
Kernel 2: 79.359001
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.000780 1.000000 fi:0.178075. Ave ac:0.004645,0.007947
Initialization: 5.553000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.659000
Kernel 1: 0.024000
Kernel 2: 80.027000
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.001300 1.000000 fi:0.147739. Ave ac:0.004769,0.009586
Initialization: 5.542000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.672000
Kernel 1: 0.024000
Kernel 2: 79.938004
Copyback: 0.016000
Sum: 0.027000
It 21,Best ac:0.002080 0.888889 fi:0.294795. Ave ac:0.004395,0.011333
Initialization: 5.520000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.693000
Kernel 1: 0.023000
Kernel 2: 80.190002
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001300 1.000000 fi:0.167099. Ave ac:0.006431,0.012083
Initialization: 5.544000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.686000
Kernel 1: 0.023000
Kernel 2: 78.046997
Copyback: 0.016000
Sum: 0.029000
It 23,Best ac:0.001819 1.000000 fi:0.173277. Ave ac:0.004431,0.010175
Initialization: 5.641000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.689000
Kernel 1: 0.023000
Kernel 2: 78.624001
Copyback: 0.016000
Sum: 0.028000
It 24,Best ac:0.001040 1.000000 fi:0.190864. Ave ac:0.003943,0.007763
Initialization: 5.840000
Memcpy Classifiers: 0.659000
Memcpy Instances: 9.546000
Kernel 1: 0.023000
Kernel 2: 77.741997
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.001299 1.000000 fi:0.162568. Ave ac:0.003472,0.007776
Initialization: 5.585000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.702000
Kernel 1: 0.022000
Kernel 2: 77.621002
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001559 1.000000 fi:0.169334. Ave ac:0.003318,0.008401
Initialization: 5.534000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.727000
Kernel 1: 0.023000
Kernel 2: 77.100998
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.001560 1.000000 fi:0.147610. Ave ac:0.004779,0.009921
Initialization: 5.582000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.666000
Kernel 1: 0.024000
Kernel 2: 77.556000
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000780 1.000000 fi:0.154007. Ave ac:0.003703,0.008902
Initialization: 5.530000
Memcpy Classifiers: 0.373000
Memcpy Instances: 7.677000
Kernel 1: 0.024000
Kernel 2: 76.181999
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.000780 1.000000 fi:0.170415. Ave ac:0.003217,0.011030
Initialization: 5.632000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.664000
Kernel 1: 0.023000
Kernel 2: 74.777000
Copyback: 0.017000
Sum: 0.038000
It 30,Best ac:0.001559 1.000000 fi:0.159014. Ave ac:0.003780,0.009287
Initialization: 5.587000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.690000
Kernel 1: 0.023000
Kernel 2: 74.538002
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000780 1.000000 fi:0.162825. Ave ac:0.005079,0.016515
Initialization: 5.603000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.684000
Kernel 1: 0.024000
Kernel 2: 73.822998
Copyback: 0.016000
Sum: 0.030000
It 32,Best ac:0.000780 1.000000 fi:0.175224. Ave ac:0.005398,0.013586
Initialization: 5.764000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.691000
Kernel 1: 0.023000
Kernel 2: 76.746002
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001040 1.000000 fi:0.165349. Ave ac:0.004317,0.012203
Initialization: 27.865999
Memcpy Instances: 382.726013
Memcpy Classifiers: 0.079000
Kernel 1: 0.025000
Kernel 2: 493.954010
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 488.276001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 489.665009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 497.876007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 482.083008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 483.114014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 483.699005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 489.972992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 506.502014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.011000
Kernel 2: 188.151001
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001138 0.573298 fi:0.593881. Ave ac:0.004439,0.017841
Best acc 0.001138 0.573298
Rule:Att PSSM_-3_11 is [<1.995492]|Att PSSM_-2_18 is [>1.473245]|Att PSSM_-1_15 is [<8.739047]|Att PSSM_0_5 is [-1.510771,9.332235]|Att PSSM_0_12 is [-6.729298,-3.282071]|Att PSSM_4_8 is [-5.873507,4.321820]|1
Accuracy : 0.788653
0	1	
153277	10803	
38787	31771	
Removed 300 instances. 192064 Instances left. Acc of rule 0.000931-0.596667
Initialization: 7.389000
Memcpy Classifiers: 0.774000
Memcpy Instances: 9.909000
Kernel 1: 0.030000
Kernel 2: 112.438004
Copyback: 0.018000
Sum: 0.053000
Initial population average accuracy1:0.004589 accuracy2:0.186282
Initialization: 7.821000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.713000
Kernel 1: 0.023000
Kernel 2: 100.847000
Copyback: 0.018000
Sum: 0.057000
It 0,Best ac:0.000521 1.000000 fi:0.302477. Ave ac:0.005521,0.009479
Initialization: 6.593000
Memcpy Classifiers: 0.576000
Memcpy Instances: 9.619000
Kernel 1: 0.028000
Kernel 2: 97.810997
Copyback: 0.022000
Sum: 0.042000
It 1,Best ac:0.001041 1.000000 fi:0.099816. Ave ac:0.005514,0.009565
Initialization: 8.245000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.546000
Kernel 1: 0.024000
Kernel 2: 96.036003
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001041 1.000000 fi:0.099816. Ave ac:0.005534,0.009122
Initialization: 5.691000
Memcpy Classifiers: 0.520000
Memcpy Instances: 9.561000
Kernel 1: 0.023000
Kernel 2: 96.917000
Copyback: 0.018000
Sum: 0.036000
It 3,Best ac:0.001301 0.833333 fi:0.266354. Ave ac:0.003613,0.006054
Initialization: 5.706000
Memcpy Classifiers: 0.547000
Memcpy Instances: 7.710000
Kernel 1: 0.024000
Kernel 2: 96.018997
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.001302 0.833333 fi:0.266354. Ave ac:0.004465,0.008043
Initialization: 6.231000
Memcpy Classifiers: 0.840000
Memcpy Instances: 10.162000
Kernel 1: 0.024000
Kernel 2: 98.536003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.000781 1.000000 fi:0.099946. Ave ac:0.003742,0.006726
Initialization: 6.646000
Memcpy Classifiers: 0.904000
Memcpy Instances: 11.130000
Kernel 1: 0.023000
Kernel 2: 99.339996
Copyback: 0.017000
Sum: 0.025000
It 6,Best ac:0.001302 1.000000 fi:0.099686. Ave ac:0.003402,0.006292
Initialization: 5.656000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.066000
Kernel 1: 0.025000
Kernel 2: 97.640999
Copyback: 0.018000
Sum: 0.038000
It 7,Best ac:0.000781 1.000000 fi:0.099945. Ave ac:0.004341,0.009959
Initialization: 6.364000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.360000
Kernel 1: 0.032000
Kernel 2: 97.295998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001041 1.000000 fi:0.099816. Ave ac:0.003015,0.005363
Initialization: 7.414000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.940000
Kernel 1: 0.032000
Kernel 2: 96.857002
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001302 1.000000 fi:0.099686. Ave ac:0.002847,0.004707
Iteration 10:MDL fitness activated
Error 0.099686 TL 0.040794
MDL Theory Length Weight: 0.8145503967 (4)
Initialization: 8.156000
Memcpy Classifiers: 0.729000
Memcpy Instances: 10.037000
Kernel 1: 0.024000
Kernel 2: 95.051003
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001301 1.000000 fi:0.135225. Ave ac:0.001975,0.003222
Initialization: 6.551000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.264000
Kernel 1: 0.022000
Kernel 2: 93.485001
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.001041 1.000000 fi:0.134175. Ave ac:0.002574,0.003970
Initialization: 6.740000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.812000
Kernel 1: 0.024000
Kernel 2: 92.375999
Copyback: 0.016000
Sum: 0.030000
It 12,Best ac:0.001041 1.000000 fi:0.126258. Ave ac:0.004164,0.007418
Initialization: 8.413000
Memcpy Classifiers: 0.759000
Memcpy Instances: 10.941000
Kernel 1: 0.027000
Kernel 2: 90.644997
Copyback: 0.018000
Sum: 0.032000
It 13,Best ac:0.000781 1.000000 fi:0.123719. Ave ac:0.003715,0.005915
Initialization: 7.818000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.844000
Kernel 1: 0.024000
Kernel 2: 90.319000
Copyback: 0.017000
Sum: 0.040000
It 14,Best ac:0.001041 1.000000 fi:0.135039. Ave ac:0.004707,0.008503
Initialization: 5.525000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.687000
Kernel 1: 0.022000
Kernel 2: 89.371002
Copyback: 0.018000
Sum: 0.036000
It 15,Best ac:0.000781 1.000000 fi:0.124287. Ave ac:0.003298,0.005526
Initialization: 6.175000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.478000
Kernel 1: 0.028000
Kernel 2: 90.236000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001041 1.000000 fi:0.129127. Ave ac:0.002834,0.004385
Initialization: 5.636000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.961000
Kernel 1: 0.024000
Kernel 2: 90.481003
Copyback: 0.018000
Sum: 0.039000
It 17,Best ac:0.000781 1.000000 fi:0.134804. Ave ac:0.002359,0.004986
Initialization: 5.628000
Memcpy Classifiers: 0.537000
Memcpy Instances: 9.035000
Kernel 1: 0.033000
Kernel 2: 90.740997
Copyback: 0.018000
Sum: 0.038000
It 18,Best ac:0.000781 1.000000 fi:0.128178. Ave ac:0.003063,0.006200
Initialization: 5.588000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.688000
Kernel 1: 0.022000
Kernel 2: 90.867996
Copyback: 0.016000
Sum: 0.028000
It 19,Best ac:0.000781 1.000000 fi:0.123718. Ave ac:0.002499,0.004840
Initialization: 5.560000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.689000
Kernel 1: 0.023000
Kernel 2: 88.129997
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001301 1.000000 fi:0.121956. Ave ac:0.002863,0.004890
Initialization: 5.596000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.665000
Kernel 1: 0.023000
Kernel 2: 86.717003
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000781 1.000000 fi:0.129104. Ave ac:0.002455,0.003759
Initialization: 5.565000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.677000
Kernel 1: 0.024000
Kernel 2: 87.414001
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.002343 1.000000 fi:0.122182. Ave ac:0.002341,0.003738
Initialization: 5.596000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.724000
Kernel 1: 0.023000
Kernel 2: 88.825996
Copyback: 0.016000
Sum: 0.031000
It 23,Best ac:0.001301 1.000000 fi:0.119525. Ave ac:0.002847,0.004295
Initialization: 5.428000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.699000
Kernel 1: 0.023000
Kernel 2: 85.441002
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.000781 1.000000 fi:0.124465. Ave ac:0.002560,0.004729
Initialization: 5.541000
Memcpy Classifiers: 0.440000
Memcpy Instances: 7.665000
Kernel 1: 0.023000
Kernel 2: 85.183998
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001301 1.000000 fi:0.119202. Ave ac:0.002651,0.004846
Initialization: 5.516000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.661000
Kernel 1: 0.023000
Kernel 2: 83.250000
Copyback: 0.018000
Sum: 0.043000
It 26,Best ac:0.000781 1.000000 fi:0.123875. Ave ac:0.002488,0.006581
Initialization: 5.570000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.665000
Kernel 1: 0.023000
Kernel 2: 81.334999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.000781 1.000000 fi:0.122083. Ave ac:0.002628,0.004535
Initialization: 5.539000
Memcpy Classifiers: 0.430000
Memcpy Instances: 7.668000
Kernel 1: 0.022000
Kernel 2: 93.882004
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000781 1.000000 fi:0.123359. Ave ac:0.002565,0.004425
Initialization: 5.562000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.656000
Kernel 1: 0.023000
Kernel 2: 80.813004
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.000781 1.000000 fi:0.125306. Ave ac:0.002720,0.005717
Initialization: 5.608000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.132000
Kernel 1: 0.023000
Kernel 2: 83.283997
Copyback: 0.016000
Sum: 0.026000
It 30,Best ac:0.001302 1.000000 fi:0.124957. Ave ac:0.002557,0.005078
Initialization: 5.530000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.644000
Kernel 1: 0.024000
Kernel 2: 95.758003
Copyback: 0.017000
Sum: 0.037000
It 31,Best ac:0.001042 1.000000 fi:0.114444. Ave ac:0.002121,0.003882
Initialization: 5.522000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.667000
Kernel 1: 0.023000
Kernel 2: 82.087997
Copyback: 0.018000
Sum: 0.034000
It 32,Best ac:0.000781 1.000000 fi:0.121829. Ave ac:0.001622,0.003059
Initialization: 5.563000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.660000
Kernel 1: 0.023000
Kernel 2: 81.255997
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.000781 1.000000 fi:0.123906. Ave ac:0.002217,0.003396
Initialization: 28.431000
Memcpy Instances: 398.988007
Memcpy Classifiers: 0.090000
Kernel 1: 0.022000
Kernel 2: 517.492004
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 507.804993
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 521.684021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 541.797974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 522.713013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.087000
Kernel 1: 0.012000
Kernel 2: 518.077026
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 526.692017
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 520.724976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 502.944000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 139.628006
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001125 0.540000 fi:0.582787. Ave ac:0.002238,0.007617
Best acc 0.001125 0.540000
Initialization: 5.569000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.691000
Kernel 1: 0.024000
Kernel 2: 111.718002
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005492 accuracy2:0.189080
Initialization: 6.280000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.668000
Kernel 1: 0.024000
Kernel 2: 97.830002
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.000781 1.000000 fi:0.099946. Ave ac:0.005403,0.009211
Initialization: 5.673000
Memcpy Classifiers: 0.577000
Memcpy Instances: 9.898000
Kernel 1: 0.023000
Kernel 2: 98.902000
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000781 1.000000 fi:0.099946. Ave ac:0.005133,0.008486
Initialization: 7.512000
Memcpy Classifiers: 0.973000
Memcpy Instances: 10.608000
Kernel 1: 0.024000
Kernel 2: 98.230003
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.000781 1.000000 fi:0.099946. Ave ac:0.004543,0.007883
Initialization: 6.348000
Memcpy Classifiers: 0.631000
Memcpy Instances: 7.694000
Kernel 1: 0.024000
Kernel 2: 99.157997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000781 1.000000 fi:0.099945. Ave ac:0.004992,0.010522
Initialization: 5.558000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.659000
Kernel 1: 0.023000
Kernel 2: 110.121002
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.000781 1.000000 fi:0.099945. Ave ac:0.004588,0.008813
Initialization: 5.543000
Memcpy Classifiers: 0.548000
Memcpy Instances: 7.680000
Kernel 1: 0.024000
Kernel 2: 93.265999
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003385 0.866667 fi:0.231999. Ave ac:0.004556,0.009823
Initialization: 5.469000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.659000
Kernel 1: 0.023000
Kernel 2: 93.171997
Copyback: 0.018000
Sum: 0.042000
It 6,Best ac:0.001301 1.000000 fi:0.099687. Ave ac:0.003265,0.004447
Initialization: 5.649000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.676000
Kernel 1: 0.024000
Kernel 2: 94.484001
Copyback: 0.019000
Sum: 0.041000
It 7,Best ac:0.001301 1.000000 fi:0.099687. Ave ac:0.003285,0.003760
Initialization: 5.518000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.681000
Kernel 1: 0.022000
Kernel 2: 90.751999
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.001301 1.000000 fi:0.099687. Ave ac:0.002887,0.004947
Initialization: 5.533000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.673000
Kernel 1: 0.023000
Kernel 2: 89.704002
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.002083 1.000000 fi:0.099299. Ave ac:0.002544,0.003449
Iteration 10:MDL fitness activated
Error 0.099299 TL 0.036346
MDL Theory Length Weight: 0.9106800776 (1)
Initialization: 6.109000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.647000
Kernel 1: 0.025000
Kernel 2: 89.617996
Copyback: 0.016000
Sum: 0.032000
It 10,Best ac:0.000781 1.000000 fi:0.132216. Ave ac:0.001785,0.002160
Initialization: 7.972000
Memcpy Classifiers: 0.647000
Memcpy Instances: 10.000000
Kernel 1: 0.024000
Kernel 2: 91.628998
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000781 1.000000 fi:0.132340. Ave ac:0.002667,0.003343
Initialization: 7.292000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.689000
Kernel 1: 0.022000
Kernel 2: 88.533997
Copyback: 0.019000
Sum: 0.028000
It 12,Best ac:0.000781 1.000000 fi:0.129184. Ave ac:0.001993,0.002636
Initialization: 5.580000
Memcpy Classifiers: 0.604000
Memcpy Instances: 11.963000
Kernel 1: 0.027000
Kernel 2: 103.021004
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.001302 1.000000 fi:0.129676. Ave ac:0.002574,0.003530
Initialization: 5.741000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.874000
Kernel 1: 0.023000
Kernel 2: 88.774002
Copyback: 0.017000
Sum: 0.025000
It 14,Best ac:0.000781 1.000000 fi:0.126642. Ave ac:0.002422,0.003362
Initialization: 6.673000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.763000
Kernel 1: 0.032000
Kernel 2: 89.629997
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001301 1.000000 fi:0.125600. Ave ac:0.002862,0.004172
Initialization: 5.609000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.664000
Kernel 1: 0.022000
Kernel 2: 103.733002
Copyback: 0.018000
Sum: 0.036000
It 16,Best ac:0.002083 1.000000 fi:0.119747. Ave ac:0.002319,0.003597
Initialization: 7.658000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.649000
Kernel 1: 0.024000
Kernel 2: 90.475998
Copyback: 0.018000
Sum: 0.036000
It 17,Best ac:0.000781 1.000000 fi:0.134109. Ave ac:0.002756,0.004408
Initialization: 5.518000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.684000
Kernel 1: 0.023000
Kernel 2: 89.689003
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000781 1.000000 fi:0.126642. Ave ac:0.002957,0.004076
Initialization: 5.662000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.654000
Kernel 1: 0.024000
Kernel 2: 88.661003
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.000781 1.000000 fi:0.130278. Ave ac:0.002701,0.003711
Initialization: 5.616000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.648000
Kernel 1: 0.024000
Kernel 2: 104.492996
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.000781 1.000000 fi:0.132779. Ave ac:0.002081,0.002511
Initialization: 5.526000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.678000
Kernel 1: 0.024000
Kernel 2: 87.540001
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001041 1.000000 fi:0.126026. Ave ac:0.002720,0.003774
Initialization: 5.663000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.662000
Kernel 1: 0.024000
Kernel 2: 87.220001
Copyback: 0.017000
Sum: 0.057000
It 22,Best ac:0.001301 1.000000 fi:0.120133. Ave ac:0.001968,0.002894
Initialization: 7.397000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.688000
Kernel 1: 0.024000
Kernel 2: 86.134003
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.001041 1.000000 fi:0.128202. Ave ac:0.001811,0.002468
Initialization: 5.920000
Memcpy Classifiers: 0.397000
Memcpy Instances: 11.659000
Kernel 1: 0.024000
Kernel 2: 89.362000
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000781 1.000000 fi:0.123620. Ave ac:0.002272,0.003498
Initialization: 6.707000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.669000
Kernel 1: 0.023000
Kernel 2: 89.240997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001041 1.000000 fi:0.122570. Ave ac:0.002352,0.003749
MDL Theory Length Weight: 0.8196120699 (10)
Initialization: 8.219000
Memcpy Classifiers: 0.647000
Memcpy Instances: 11.847000
Kernel 1: 0.023000
Kernel 2: 89.271004
Copyback: 0.018000
Sum: 0.039000
It 26,Best ac:0.000781 1.000000 fi:0.125485. Ave ac:0.002118,0.002557
Initialization: 5.475000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.656000
Kernel 1: 0.024000
Kernel 2: 89.546997
Copyback: 0.018000
Sum: 0.034000
It 27,Best ac:0.000781 1.000000 fi:0.124245. Ave ac:0.002117,0.002914
Initialization: 5.535000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.666000
Kernel 1: 0.023000
Kernel 2: 89.693001
Copyback: 0.018000
Sum: 0.038000
It 28,Best ac:0.001041 1.000000 fi:0.127674. Ave ac:0.002179,0.003889
Initialization: 5.544000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.681000
Kernel 1: 0.023000
Kernel 2: 91.629997
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.001041 1.000000 fi:0.125564. Ave ac:0.001992,0.002946
Initialization: 5.747000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.367000
Kernel 1: 0.033000
Kernel 2: 93.933998
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001041 1.000000 fi:0.122178. Ave ac:0.002141,0.002743
Initialization: 5.636000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.373000
Kernel 1: 0.031000
Kernel 2: 91.906998
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.000781 1.000000 fi:0.128357. Ave ac:0.002273,0.002945
Initialization: 6.566000
Memcpy Classifiers: 0.623000
Memcpy Instances: 7.651000
Kernel 1: 0.023000
Kernel 2: 92.325996
Copyback: 0.018000
Sum: 0.035000
It 32,Best ac:0.001041 1.000000 fi:0.122616. Ave ac:0.001963,0.002464
Initialization: 5.527000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.694000
Kernel 1: 0.023000
Kernel 2: 105.011002
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.000781 1.000000 fi:0.133464. Ave ac:0.002236,0.002766
Initialization: 31.402000
Memcpy Instances: 443.093994
Memcpy Classifiers: 0.080000
Kernel 1: 0.025000
Kernel 2: 573.265015
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 593.877991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.114000
Kernel 1: 0.021000
Kernel 2: 584.101990
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.117000
Kernel 1: 0.022000
Kernel 2: 578.942993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 564.150024
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.101000
Kernel 1: 0.017000
Kernel 2: 599.395020
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.016000
Kernel 2: 600.280029
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.015000
Kernel 2: 585.992004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.015000
Kernel 2: 598.533020
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.046000
Kernel 1: 0.013000
Kernel 2: 148.341003
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000880 0.650000 fi:0.475444. Ave ac:0.002193,0.006612
Best acc 0.000880 0.650000
Rule:Att PSSM_-4_12 is [-5.690475,3.690475]|Att PSSM_-4_20 is [-4.852936,4.802580]|Att PSSM_-3_18 is [-3.548573,8.362373]|Att PSSM_-2_7 is [<-0.809528]|Att PSSM_-1_19 is [-6.225869,7.970822]|Att PSSM_0_2 is [<-2.575157]|Att PSSM_0_7 is [<-1.567348]|Att PSSM_1_4 is [<-1.553559]|Att PSSM_2_2 is [<-1.290880]|Att PSSM_2_14 is [>-2.191368]|Att PSSM_3_12 is [-4.183712,-2.395880]|1
Accuracy : 0.788986
0	1	
153186	10894	
38618	31940	
Removed 260 instances. 191804 Instances left. Acc of rule 0.000880-0.650000
Initialization: 5.603000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.644000
Kernel 1: 0.025000
Kernel 2: 95.296997
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005699 accuracy2:0.196093
Initialization: 5.507000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.654000
Kernel 1: 0.023000
Kernel 2: 94.831001
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.000782 1.000000 fi:0.099944. Ave ac:0.006036,0.011704
Initialization: 5.438000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.698000
Kernel 1: 0.023000
Kernel 2: 93.186996
Copyback: 0.016000
Sum: 0.027000
It 1,Best ac:0.001043 1.000000 fi:0.099814. Ave ac:0.005981,0.011101
Initialization: 5.581000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.637000
Kernel 1: 0.024000
Kernel 2: 92.725998
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.001043 0.666667 fi:0.433148. Ave ac:0.005147,0.011155
Initialization: 5.604000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.641000
Kernel 1: 0.023000
Kernel 2: 92.005997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000782 1.000000 fi:0.099944. Ave ac:0.004858,0.008661
Initialization: 7.339000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.652000
Kernel 1: 0.022000
Kernel 2: 92.352997
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000782 1.000000 fi:0.099944. Ave ac:0.003182,0.005669
Initialization: 5.562000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.644000
Kernel 1: 0.024000
Kernel 2: 90.845001
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001303 1.000000 fi:0.099684. Ave ac:0.003157,0.006151
Initialization: 6.407000
Memcpy Classifiers: 0.871000
Memcpy Instances: 10.198000
Kernel 1: 0.024000
Kernel 2: 88.531998
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001043 1.000000 fi:0.099814. Ave ac:0.002818,0.004697
Initialization: 5.582000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.655000
Kernel 1: 0.024000
Kernel 2: 89.790001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001042 1.000000 fi:0.099814. Ave ac:0.003101,0.004848
Initialization: 7.133000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.663000
Kernel 1: 0.023000
Kernel 2: 89.391998
Copyback: 0.017000
Sum: 0.023000
It 8,Best ac:0.001303 1.000000 fi:0.099684. Ave ac:0.002827,0.004544
Initialization: 7.070000
Memcpy Classifiers: 0.808000
Memcpy Instances: 8.821000
Kernel 1: 0.023000
Kernel 2: 91.030998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001304 1.000000 fi:0.099684. Ave ac:0.002582,0.004853
Iteration 10:MDL fitness activated
Error 0.099684 TL 0.048951
MDL Theory Length Weight: 0.6788026862 (5)
Initialization: 5.613000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.660000
Kernel 1: 0.023000
Kernel 2: 90.217003
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.000521 1.000000 fi:0.324342. Ave ac:0.002171,0.004211
Initialization: 5.470000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.772000
Kernel 1: 0.023000
Kernel 2: 88.902000
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000782 1.000000 fi:0.131311. Ave ac:0.003019,0.004851
Initialization: 5.566000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.656000
Kernel 1: 0.024000
Kernel 2: 88.514000
Copyback: 0.016000
Sum: 0.030000
It 12,Best ac:0.000782 1.000000 fi:0.121481. Ave ac:0.002592,0.003808
Initialization: 5.482000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.668000
Kernel 1: 0.024000
Kernel 2: 88.901001
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.001303 1.000000 fi:0.120975. Ave ac:0.002869,0.006282
Initialization: 5.534000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.667000
Kernel 1: 0.023000
Kernel 2: 87.533997
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.001564 1.000000 fi:0.122014. Ave ac:0.002326,0.003687
Initialization: 5.561000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.664000
Kernel 1: 0.026000
Kernel 2: 87.708000
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000782 1.000000 fi:0.131935. Ave ac:0.002260,0.004960
Initialization: 5.519000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.651000
Kernel 1: 0.024000
Kernel 2: 88.750999
Copyback: 0.370000
Sum: 0.032000
It 16,Best ac:0.000782 1.000000 fi:0.118597. Ave ac:0.002890,0.006759
Initialization: 7.130000
Memcpy Classifiers: 0.632000
Memcpy Instances: 10.068000
Kernel 1: 0.024000
Kernel 2: 87.353996
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001042 1.000000 fi:0.121042. Ave ac:0.004018,0.008370
Initialization: 5.615000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.636000
Kernel 1: 0.024000
Kernel 2: 87.089996
Copyback: 0.016000
Sum: 0.029000
It 18,Best ac:0.000782 1.000000 fi:0.115886. Ave ac:0.003576,0.009104
Initialization: 5.584000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.655000
Kernel 1: 0.024000
Kernel 2: 84.296997
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001043 1.000000 fi:0.116396. Ave ac:0.003569,0.008113
Initialization: 5.602000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.647000
Kernel 1: 0.023000
Kernel 2: 85.683998
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000782 1.000000 fi:0.116963. Ave ac:0.003581,0.011069
Initialization: 5.601000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.650000
Kernel 1: 0.024000
Kernel 2: 87.936996
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000782 1.000000 fi:0.118597. Ave ac:0.003107,0.006790
Initialization: 5.620000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.669000
Kernel 1: 0.023000
Kernel 2: 85.724998
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001303 1.000000 fi:0.118492. Ave ac:0.002620,0.006647
Initialization: 5.562000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.646000
Kernel 1: 0.024000
Kernel 2: 83.138000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000782 1.000000 fi:0.116526. Ave ac:0.002033,0.005160
Initialization: 5.613000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.641000
Kernel 1: 0.024000
Kernel 2: 87.001999
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000782 1.000000 fi:0.118343. Ave ac:0.002701,0.006401
Initialization: 5.511000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.645000
Kernel 1: 0.025000
Kernel 2: 85.617996
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.000782 1.000000 fi:0.116963. Ave ac:0.002963,0.005249
Initialization: 6.532000
Memcpy Classifiers: 0.417000
Memcpy Instances: 10.303000
Kernel 1: 0.032000
Kernel 2: 86.431999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000782 1.000000 fi:0.116708. Ave ac:0.002243,0.004371
Initialization: 5.511000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.691000
Kernel 1: 0.023000
Kernel 2: 86.258003
Copyback: 0.016000
Sum: 0.028000
It 27,Best ac:0.000782 1.000000 fi:0.118879. Ave ac:0.002148,0.004444
MDL Theory Length Weight: 0.6109224176 (10)
Initialization: 7.199000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.654000
Kernel 1: 0.024000
Kernel 2: 89.315002
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.001825 1.000000 fi:0.117808. Ave ac:0.002267,0.005576
Initialization: 7.462000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.652000
Kernel 1: 0.023000
Kernel 2: 89.447998
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000521 1.000000 fi:0.311026. Ave ac:0.002020,0.004855
Initialization: 8.080000
Memcpy Classifiers: 0.516000
Memcpy Instances: 10.992000
Kernel 1: 0.023000
Kernel 2: 86.663002
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001564 1.000000 fi:0.114678. Ave ac:0.002497,0.005308
Initialization: 7.644000
Memcpy Classifiers: 0.776000
Memcpy Instances: 11.752000
Kernel 1: 0.023000
Kernel 2: 86.416000
Copyback: 0.018000
Sum: 0.032000
It 31,Best ac:0.001303 1.000000 fi:0.112918. Ave ac:0.002704,0.006347
Initialization: 5.519000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.662000
Kernel 1: 0.023000
Kernel 2: 83.999001
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.001304 1.000000 fi:0.112061. Ave ac:0.003166,0.007296
Initialization: 5.615000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.212000
Kernel 1: 0.023000
Kernel 2: 82.862999
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.001043 1.000000 fi:0.117755. Ave ac:0.002769,0.008909
Initialization: 28.351999
Memcpy Instances: 392.067993
Memcpy Classifiers: 0.083000
Kernel 1: 0.028000
Kernel 2: 566.830994
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 551.896973
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 554.697998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 567.583984
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 557.927002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 564.721008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.011000
Kernel 2: 578.771973
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.011000
Kernel 2: 570.585999
Copyback: 0.365000
Sum: 0.006000
Memcpy Classifiers: 0.082000
Kernel 1: 0.018000
Kernel 2: 545.692017
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 137.337997
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000699 0.556017 fi:0.556347. Ave ac:0.002645,0.009897
Best acc 0.000699 0.556017
Initialization: 5.626000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.353000
Kernel 1: 0.024000
Kernel 2: 94.783997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005483 accuracy2:0.204512
Initialization: 5.567000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.718000
Kernel 1: 0.022000
Kernel 2: 95.678001
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.001043 1.000000 fi:0.099814. Ave ac:0.004643,0.007940
Initialization: 5.509000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.725000
Kernel 1: 0.023000
Kernel 2: 94.045998
Copyback: 0.016000
Sum: 0.028000
It 1,Best ac:0.001825 0.875000 fi:0.224424. Ave ac:0.005736,0.010667
Initialization: 5.561000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.637000
Kernel 1: 0.024000
Kernel 2: 93.018997
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.000521 1.000000 fi:0.298863. Ave ac:0.004843,0.006868
Initialization: 5.579000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.634000
Kernel 1: 0.024000
Kernel 2: 92.359001
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.000521 1.000000 fi:0.298863. Ave ac:0.005468,0.008322
Initialization: 5.538000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.646000
Kernel 1: 0.023000
Kernel 2: 90.514999
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000521 1.000000 fi:0.299770. Ave ac:0.004143,0.007248
Initialization: 5.572000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.646000
Kernel 1: 0.023000
Kernel 2: 90.105003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001303 1.000000 fi:0.099684. Ave ac:0.003791,0.006481
Initialization: 5.451000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.639000
Kernel 1: 0.023000
Kernel 2: 90.065002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.000782 1.000000 fi:0.099944. Ave ac:0.003052,0.005511
Initialization: 5.623000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.637000
Kernel 1: 0.024000
Kernel 2: 91.092003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001303 1.000000 fi:0.099685. Ave ac:0.002993,0.006637
Initialization: 5.577000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.673000
Kernel 1: 0.023000
Kernel 2: 88.690002
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001043 1.000000 fi:0.099814. Ave ac:0.002712,0.005526
Initialization: 5.564000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.653000
Kernel 1: 0.023000
Kernel 2: 89.763000
Copyback: 0.016000
Sum: 0.027000
It 9,Best ac:0.001825 0.875000 fi:0.224425. Ave ac:0.002315,0.003848
Iteration 10:MDL fitness activated
Error 0.224425 TL 0.034694
MDL Theory Length Weight: 2.1562400705 (5)
Initialization: 5.525000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.654000
Kernel 1: 0.024000
Kernel 2: 89.523003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000782 1.000000 fi:0.182126. Ave ac:0.002391,0.003560
Initialization: 5.590000
Memcpy Classifiers: 0.464000
Memcpy Instances: 7.661000
Kernel 1: 0.023000
Kernel 2: 90.884003
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000782 1.000000 fi:0.176371. Ave ac:0.002966,0.004647
Initialization: 5.513000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.682000
Kernel 1: 0.024000
Kernel 2: 88.003998
Copyback: 0.017000
Sum: 0.027000
It 12,Best ac:0.000782 1.000000 fi:0.163736. Ave ac:0.003412,0.005832
Initialization: 5.580000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.651000
Kernel 1: 0.024000
Kernel 2: 88.350998
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001824 1.000000 fi:0.159727. Ave ac:0.002280,0.004607
Initialization: 5.533000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.703000
Kernel 1: 0.023000
Kernel 2: 88.411003
Copyback: 0.019000
Sum: 0.044000
It 14,Best ac:0.001042 1.000000 fi:0.172971. Ave ac:0.003109,0.004171
Initialization: 5.581000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.663000
Kernel 1: 0.023000
Kernel 2: 88.953003
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.000782 1.000000 fi:0.136116. Ave ac:0.002912,0.004426
Initialization: 7.812000
Memcpy Classifiers: 0.774000
Memcpy Instances: 11.762000
Kernel 1: 0.023000
Kernel 2: 89.135002
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.001303 1.000000 fi:0.137966. Ave ac:0.002805,0.004208
Initialization: 5.522000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.702000
Kernel 1: 0.022000
Kernel 2: 87.723000
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.000782 1.000000 fi:0.182663. Ave ac:0.003542,0.007088
Initialization: 5.610000
Memcpy Classifiers: 0.441000
Memcpy Instances: 7.637000
Kernel 1: 0.024000
Kernel 2: 86.445999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.001303 1.000000 fi:0.146789. Ave ac:0.003100,0.005798
Initialization: 5.957000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.899000
Kernel 1: 0.023000
Kernel 2: 89.163002
Copyback: 0.016000
Sum: 0.029000
It 19,Best ac:0.001303 1.000000 fi:0.140013. Ave ac:0.003326,0.007071
Initialization: 6.544000
Memcpy Classifiers: 0.498000
Memcpy Instances: 9.653000
Kernel 1: 0.032000
Kernel 2: 86.914001
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.002086 1.000000 fi:0.165316. Ave ac:0.003009,0.004169
Initialization: 7.536000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.653000
Kernel 1: 0.024000
Kernel 2: 83.692001
Copyback: 0.018000
Sum: 0.031000
It 21,Best ac:0.000782 1.000000 fi:0.173100. Ave ac:0.003361,0.006791
Initialization: 5.644000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.617000
Kernel 1: 0.022000
Kernel 2: 82.137001
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.001043 1.000000 fi:0.166005. Ave ac:0.002846,0.004434
Initialization: 5.629000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.664000
Kernel 1: 0.024000
Kernel 2: 82.178001
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001043 1.000000 fi:0.152790. Ave ac:0.002338,0.004120
Initialization: 5.578000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.657000
Kernel 1: 0.023000
Kernel 2: 82.371002
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001564 1.000000 fi:0.147186. Ave ac:0.003385,0.005551
MDL Theory Length Weight: 1.9406160635 (10)
Initialization: 5.606000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.647000
Kernel 1: 0.023000
Kernel 2: 80.323997
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.001303 1.000000 fi:0.142676. Ave ac:0.002820,0.004842
Initialization: 5.523000
Memcpy Classifiers: 0.390000
Memcpy Instances: 7.653000
Kernel 1: 0.024000
Kernel 2: 80.537003
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000782 1.000000 fi:0.140011. Ave ac:0.001975,0.004710
Initialization: 5.442000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.671000
Kernel 1: 0.023000
Kernel 2: 80.263000
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.001043 1.000000 fi:0.145004. Ave ac:0.002334,0.003543
Initialization: 5.620000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.650000
Kernel 1: 0.024000
Kernel 2: 81.601997
Copyback: 0.017000
Sum: 0.041000
It 28,Best ac:0.001042 1.000000 fi:0.159941. Ave ac:0.002462,0.004760
Initialization: 5.536000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.665000
Kernel 1: 0.024000
Kernel 2: 80.678001
Copyback: 0.022000
Sum: 0.040000
It 29,Best ac:0.001043 1.000000 fi:0.155527. Ave ac:0.002218,0.003795
Initialization: 5.555000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.659000
Kernel 1: 0.022000
Kernel 2: 82.357002
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000782 1.000000 fi:0.138411. Ave ac:0.002716,0.004442
Initialization: 5.566000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.648000
Kernel 1: 0.023000
Kernel 2: 81.169998
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.001304 1.000000 fi:0.140622. Ave ac:0.002277,0.003441
Initialization: 6.456000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.683000
Kernel 1: 0.022000
Kernel 2: 81.426003
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000782 1.000000 fi:0.147277. Ave ac:0.002855,0.005744
Initialization: 5.612000
Memcpy Classifiers: 0.555000
Memcpy Instances: 9.537000
Kernel 1: 0.023000
Kernel 2: 83.175003
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.000782 1.000000 fi:0.146622. Ave ac:0.002683,0.004664
Initialization: 28.281000
Memcpy Instances: 385.563995
Memcpy Classifiers: 0.084000
Kernel 1: 0.023000
Kernel 2: 553.945007
Copyback: 0.364000
Sum: 0.015000
Memcpy Classifiers: 0.083000
Kernel 1: 0.017000
Kernel 2: 539.939026
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.083000
Kernel 1: 0.015000
Kernel 2: 532.442993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 543.515015
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 556.903992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 563.398010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 555.030029
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 541.487000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 557.137024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.012000
Kernel 2: 132.403000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.007085 0.547322 fi:0.596528. Ave ac:0.002482,0.008386
Best acc 0.007085 0.547322
Rule:Att PSSM_-4_11 is [<3.146807]|Att PSSM_-3_7 is [<1.522209]|Att PSSM_-2_1 is [<5.102079]|Att PSSM_-1_6 is [<1.120595]|Att PSSM_0_4 is [-7.614286,-4.204200]|Att PSSM_0_9 is [<-4.511233]|Att PSSM_0_18 is [>-2.608828]|Att PSSM_3_20 is [>-1.455467]|1
Accuracy : 0.789101
0	1	
153079	11001	
38484	32074	
Removed 241 instances. 191563 Instances left. Acc of rule 0.000699-0.556017
Initialization: 5.799000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.652000
Kernel 1: 0.026000
Kernel 2: 94.394997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005202 accuracy2:0.201172
Initialization: 5.538000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.655000
Kernel 1: 0.024000
Kernel 2: 94.324997
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.001305 0.555556 fi:0.544127. Ave ac:0.005306,0.011534
Initialization: 5.613000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.643000
Kernel 1: 0.021000
Kernel 2: 90.964996
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000783 1.000000 fi:0.099943. Ave ac:0.004924,0.009138
Initialization: 5.574000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.625000
Kernel 1: 0.023000
Kernel 2: 89.126999
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.001044 1.000000 fi:0.099812. Ave ac:0.004709,0.008384
Initialization: 5.579000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.646000
Kernel 1: 0.024000
Kernel 2: 89.376999
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001044 1.000000 fi:0.099812. Ave ac:0.004712,0.008111
Initialization: 5.577000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.654000
Kernel 1: 0.025000
Kernel 2: 88.553001
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001827 0.777778 fi:0.321644. Ave ac:0.004084,0.006889
Initialization: 5.595000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.672000
Kernel 1: 0.023000
Kernel 2: 86.434998
Copyback: 0.016000
Sum: 0.028000
It 5,Best ac:0.001566 1.000000 fi:0.099552. Ave ac:0.003723,0.006758
Initialization: 5.533000
Memcpy Classifiers: 0.544000
Memcpy Instances: 7.643000
Kernel 1: 0.024000
Kernel 2: 84.658997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.000783 1.000000 fi:0.099943. Ave ac:0.003111,0.004893
Initialization: 5.555000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.632000
Kernel 1: 0.024000
Kernel 2: 83.867996
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001566 0.857143 fi:0.242409. Ave ac:0.003558,0.005794
Initialization: 7.489000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.091000
Kernel 1: 0.023000
Kernel 2: 81.250999
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001566 1.000000 fi:0.099552. Ave ac:0.003342,0.005022
Initialization: 5.592000
Memcpy Classifiers: 0.447000
Memcpy Instances: 7.698000
Kernel 1: 0.023000
Kernel 2: 79.783997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001566 1.000000 fi:0.099552. Ave ac:0.003215,0.004845
Iteration 10:MDL fitness activated
Error 0.099552 TL 0.031967
MDL Theory Length Weight: 1.0380638286 (5)
Initialization: 5.558000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.629000
Kernel 1: 0.023000
Kernel 2: 76.918999
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.001566 1.000000 fi:0.126487. Ave ac:0.002451,0.004196
Initialization: 5.522000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.659000
Kernel 1: 0.023000
Kernel 2: 72.849998
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000783 1.000000 fi:0.126288. Ave ac:0.002104,0.004588
Initialization: 5.513000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.663000
Kernel 1: 0.023000
Kernel 2: 75.234001
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001044 1.000000 fi:0.117120. Ave ac:0.003463,0.006065
Initialization: 5.549000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.638000
Kernel 1: 0.024000
Kernel 2: 73.974998
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.001044 1.000000 fi:0.128593. Ave ac:0.002986,0.005223
Initialization: 5.580000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.627000
Kernel 1: 0.023000
Kernel 2: 74.600998
Copyback: 0.018000
Sum: 0.030000
It 14,Best ac:0.002088 1.000000 fi:0.127590. Ave ac:0.002721,0.005428
Initialization: 5.618000
Memcpy Classifiers: 0.378000
Memcpy Instances: 10.255000
Kernel 1: 0.024000
Kernel 2: 76.568001
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.000783 1.000000 fi:0.131470. Ave ac:0.003136,0.004036
Initialization: 5.555000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.693000
Kernel 1: 0.023000
Kernel 2: 77.968002
Copyback: 0.016000
Sum: 0.029000
It 16,Best ac:0.001044 1.000000 fi:0.129708. Ave ac:0.002246,0.003393
Initialization: 5.626000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.641000
Kernel 1: 0.022000
Kernel 2: 77.803001
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.000783 1.000000 fi:0.121883. Ave ac:0.003072,0.004430
Initialization: 5.592000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.642000
Kernel 1: 0.023000
Kernel 2: 78.385002
Copyback: 0.017000
Sum: 0.024000
It 18,Best ac:0.001044 1.000000 fi:0.130239. Ave ac:0.002030,0.004929
Initialization: 5.586000
Memcpy Classifiers: 0.376000
Memcpy Instances: 7.628000
Kernel 1: 0.024000
Kernel 2: 75.236000
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000783 1.000000 fi:0.127850. Ave ac:0.002524,0.003805
Initialization: 5.581000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.622000
Kernel 1: 0.024000
Kernel 2: 74.760002
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000783 1.000000 fi:0.125502. Ave ac:0.003452,0.006175
Initialization: 6.387000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.983000
Kernel 1: 0.031000
Kernel 2: 74.264000
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000783 1.000000 fi:0.124838. Ave ac:0.002515,0.003953
MDL Theory Length Weight: 0.9342574457 (10)
Initialization: 5.443000
Memcpy Classifiers: 0.351000
Memcpy Instances: 10.396000
Kernel 1: 0.023000
Kernel 2: 74.716003
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.000783 1.000000 fi:0.128098. Ave ac:0.002114,0.003171
Initialization: 5.554000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.677000
Kernel 1: 0.023000
Kernel 2: 74.640999
Copyback: 0.016000
Sum: 0.027000
It 23,Best ac:0.001567 1.000000 fi:0.120522. Ave ac:0.002817,0.004004
Initialization: 5.566000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.649000
Kernel 1: 0.024000
Kernel 2: 73.741997
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001044 1.000000 fi:0.119852. Ave ac:0.002112,0.002856
Initialization: 5.579000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.647000
Kernel 1: 0.024000
Kernel 2: 73.114998
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.000783 1.000000 fi:0.124185. Ave ac:0.001593,0.002360
Initialization: 5.549000
Memcpy Classifiers: 0.421000
Memcpy Instances: 7.632000
Kernel 1: 0.024000
Kernel 2: 75.209000
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001044 1.000000 fi:0.126407. Ave ac:0.002386,0.003446
Initialization: 5.556000
Memcpy Classifiers: 0.427000
Memcpy Instances: 7.650000
Kernel 1: 0.024000
Kernel 2: 75.084999
Copyback: 0.016000
Sum: 0.029000
It 27,Best ac:0.001044 1.000000 fi:0.115390. Ave ac:0.001947,0.002591
Initialization: 5.944000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.627000
Kernel 1: 0.024000
Kernel 2: 74.519997
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001044 1.000000 fi:0.125656. Ave ac:0.002174,0.003486
Initialization: 5.610000
Memcpy Classifiers: 0.401000
Memcpy Instances: 7.698000
Kernel 1: 0.022000
Kernel 2: 74.566002
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.001044 1.000000 fi:0.125716. Ave ac:0.001584,0.002042
Initialization: 5.566000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.641000
Kernel 1: 0.024000
Kernel 2: 73.599998
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.000783 1.000000 fi:0.124786. Ave ac:0.002166,0.002396
Initialization: 5.564000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.634000
Kernel 1: 0.023000
Kernel 2: 74.625000
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.000783 1.000000 fi:0.119983. Ave ac:0.001997,0.002896
Initialization: 5.526000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.678000
Kernel 1: 0.023000
Kernel 2: 73.738998
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.001305 1.000000 fi:0.119723. Ave ac:0.001746,0.002687
Initialization: 5.585000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.663000
Kernel 1: 0.024000
Kernel 2: 74.945000
Copyback: 0.018000
Sum: 0.027000
It 33,Best ac:0.001567 1.000000 fi:0.120997. Ave ac:0.002057,0.003200
Initialization: 29.139000
Memcpy Instances: 392.816010
Memcpy Classifiers: 0.078000
Kernel 1: 0.025000
Kernel 2: 499.076996
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 495.251007
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 498.695007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 516.219971
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 510.984009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.012000
Kernel 2: 500.122986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 507.781006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 502.722992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.015000
Kernel 2: 509.433014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 142.089005
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000809 0.612648 fi:0.513184. Ave ac:0.001677,0.005530
Best acc 0.000809 0.612648
Initialization: 5.579000
Memcpy Classifiers: 0.641000
Memcpy Instances: 9.534000
Kernel 1: 0.034000
Kernel 2: 95.943001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005533 accuracy2:0.198284
Initialization: 5.539000
Memcpy Classifiers: 0.531000
Memcpy Instances: 9.744000
Kernel 1: 0.023000
Kernel 2: 95.086998
Copyback: 0.018000
Sum: 0.055000
It 0,Best ac:0.000522 1.000000 fi:0.297041. Ave ac:0.005748,0.010617
Initialization: 5.572000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.312000
Kernel 1: 0.033000
Kernel 2: 95.198997
Copyback: 0.016000
Sum: 0.028000
It 1,Best ac:0.000522 1.000000 fi:0.296127. Ave ac:0.005625,0.010559
Initialization: 5.474000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.708000
Kernel 1: 0.023000
Kernel 2: 91.723999
Copyback: 0.016000
Sum: 0.031000
It 2,Best ac:0.000783 1.000000 fi:0.099943. Ave ac:0.004738,0.008833
Initialization: 5.556000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.645000
Kernel 1: 0.024000
Kernel 2: 91.494003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.001567 1.000000 fi:0.099551. Ave ac:0.003944,0.007083
Initialization: 5.541000
Memcpy Classifiers: 0.454000
Memcpy Instances: 7.656000
Kernel 1: 0.022000
Kernel 2: 90.359001
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001044 1.000000 fi:0.099812. Ave ac:0.003289,0.006250
Initialization: 5.523000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.668000
Kernel 1: 0.023000
Kernel 2: 90.735001
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001044 1.000000 fi:0.099812. Ave ac:0.003587,0.006700
Initialization: 5.556000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.671000
Kernel 1: 0.023000
Kernel 2: 89.714996
Copyback: 0.016000
Sum: 0.032000
It 6,Best ac:0.000783 1.000000 fi:0.099942. Ave ac:0.003160,0.005280
Initialization: 5.618000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.642000
Kernel 1: 0.024000
Kernel 2: 92.193001
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.002088 1.000000 fi:0.099291. Ave ac:0.002808,0.005361
Initialization: 5.572000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.640000
Kernel 1: 0.023000
Kernel 2: 91.292999
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.001305 1.000000 fi:0.099682. Ave ac:0.002355,0.004830
Initialization: 5.595000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.628000
Kernel 1: 0.024000
Kernel 2: 88.649002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001044 1.000000 fi:0.099812. Ave ac:0.002304,0.005263
Iteration 10:MDL fitness activated
Error 0.099812 TL 0.046950
MDL Theory Length Weight: 0.7086478788 (3)
Initialization: 5.571000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.636000
Kernel 1: 0.024000
Kernel 2: 87.768997
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.001305 1.000000 fi:0.133814. Ave ac:0.002161,0.003800
Initialization: 5.557000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.637000
Kernel 1: 0.024000
Kernel 2: 89.119003
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.000783 1.000000 fi:0.124968. Ave ac:0.002750,0.005677
Initialization: 5.595000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.644000
Kernel 1: 0.024000
Kernel 2: 88.366997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.001044 1.000000 fi:0.119651. Ave ac:0.002569,0.004690
Initialization: 5.518000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.626000
Kernel 1: 0.024000
Kernel 2: 83.386002
Copyback: 0.017000
Sum: 0.041000
It 13,Best ac:0.000783 1.000000 fi:0.121374. Ave ac:0.002474,0.004899
Initialization: 5.559000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.663000
Kernel 1: 0.023000
Kernel 2: 85.467003
Copyback: 0.016000
Sum: 0.032000
It 14,Best ac:0.001044 1.000000 fi:0.123439. Ave ac:0.003615,0.008278
Initialization: 5.842000
Memcpy Classifiers: 0.447000
Memcpy Instances: 7.629000
Kernel 1: 0.023000
Kernel 2: 85.429001
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001305 0.833333 fi:0.293587. Ave ac:0.002924,0.006555
Initialization: 6.772000
Memcpy Classifiers: 0.564000
Memcpy Instances: 8.922000
Kernel 1: 0.030000
Kernel 2: 83.973000
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000783 1.000000 fi:0.121847. Ave ac:0.002436,0.005213
Initialization: 7.318000
Memcpy Classifiers: 0.435000
Memcpy Instances: 11.866000
Kernel 1: 0.023000
Kernel 2: 86.077003
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001044 1.000000 fi:0.117739. Ave ac:0.002508,0.004972
Initialization: 7.074000
Memcpy Classifiers: 0.672000
Memcpy Instances: 10.064000
Kernel 1: 0.024000
Kernel 2: 84.009003
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.000783 1.000000 fi:0.118713. Ave ac:0.002285,0.003588
Initialization: 5.559000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.396000
Kernel 1: 0.023000
Kernel 2: 83.721001
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000783 1.000000 fi:0.114455. Ave ac:0.001551,0.002801
Initialization: 5.556000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.665000
Kernel 1: 0.023000
Kernel 2: 83.434998
Copyback: 0.016000
Sum: 0.033000
It 20,Best ac:0.001044 1.000000 fi:0.111892. Ave ac:0.001820,0.005032
Initialization: 5.593000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.645000
Kernel 1: 0.021000
Kernel 2: 81.563004
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.000783 1.000000 fi:0.117833. Ave ac:0.001734,0.002923
Initialization: 5.553000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.648000
Kernel 1: 0.024000
Kernel 2: 76.684998
Copyback: 0.371000
Sum: 0.030000
It 22,Best ac:0.001567 1.000000 fi:0.118069. Ave ac:0.002199,0.005020
Initialization: 5.538000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.625000
Kernel 1: 0.024000
Kernel 2: 74.278000
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.000783 1.000000 fi:0.115820. Ave ac:0.001867,0.002779
Initialization: 5.585000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.663000
Kernel 1: 0.023000
Kernel 2: 73.431000
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.001305 1.000000 fi:0.117308. Ave ac:0.002415,0.005721
Initialization: 5.555000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.655000
Kernel 1: 0.023000
Kernel 2: 75.142998
Copyback: 0.016000
Sum: 0.029000
It 25,Best ac:0.000783 1.000000 fi:0.117546. Ave ac:0.002189,0.003833
Initialization: 7.369000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.639000
Kernel 1: 0.023000
Kernel 2: 74.896004
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.001044 1.000000 fi:0.117249. Ave ac:0.002707,0.005029
Initialization: 5.728000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.280000
Kernel 1: 0.025000
Kernel 2: 75.446999
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001305 1.000000 fi:0.123701. Ave ac:0.002842,0.006612
Initialization: 5.613000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.642000
Kernel 1: 0.024000
Kernel 2: 74.691002
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000783 1.000000 fi:0.122069. Ave ac:0.003188,0.007698
Initialization: 5.549000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.642000
Kernel 1: 0.024000
Kernel 2: 75.035004
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.000783 1.000000 fi:0.120044. Ave ac:0.003495,0.008906
MDL Theory Length Weight: 0.6377830910 (10)
Initialization: 5.558000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.641000
Kernel 1: 0.023000
Kernel 2: 72.969002
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000783 1.000000 fi:0.115367. Ave ac:0.003425,0.009594
Initialization: 5.560000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.644000
Kernel 1: 0.024000
Kernel 2: 74.252998
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.000783 1.000000 fi:0.115131. Ave ac:0.003700,0.006518
Initialization: 5.686000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.638000
Kernel 1: 0.024000
Kernel 2: 74.091003
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001566 1.000000 fi:0.115554. Ave ac:0.003512,0.005791
Initialization: 5.582000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.214000
Kernel 1: 0.031000
Kernel 2: 74.749001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000783 1.000000 fi:0.116252. Ave ac:0.003485,0.005765
Initialization: 33.192001
Memcpy Instances: 415.811005
Memcpy Classifiers: 0.083000
Kernel 1: 0.026000
Kernel 2: 523.052979
Copyback: 0.016000
Sum: 0.021000
Memcpy Classifiers: 0.123000
Kernel 1: 0.023000
Kernel 2: 519.609009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 519.791992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 538.081970
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 516.601013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 527.460999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 515.763000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 517.810974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 529.924011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 137.306000
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000856 0.592058 fi:0.525703. Ave ac:0.003134,0.010145
Best acc 0.000856 0.592058
Rule:Att PSSM_-4_4 is [<-1.556423]|Att PSSM_-2_12 is [-6.277241,-1.220641]|Att PSSM_-1_10 is [>-0.840942]|Att PSSM_-1_19 is [<5.367521]|Att PSSM_0_7 is [<-3.275978]|Att PSSM_0_12 is [-6.448924,6.711367]|Att PSSM_1_15 is [-6.947033,-1.052967]|Att PSSM_1_16 is [>-5.731270]|Att PSSM_2_16 is [<1.301298]|Att PSSM_3_4 is [<-1.685950]|Att PSSM_4_12 is [<0.845398]|1
Accuracy : 0.789344
0	1	
152981	11099	
38329	32229	
Removed 253 instances. 191310 Instances left. Acc of rule 0.000809-0.612648
Initialization: 5.760000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.619000
Kernel 1: 0.026000
Kernel 2: 94.179001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004751 accuracy2:0.194041
Initialization: 5.515000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.635000
Kernel 1: 0.024000
Kernel 2: 94.362999
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.000784 1.000000 fi:0.099941. Ave ac:0.004837,0.009440
Initialization: 5.525000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.642000
Kernel 1: 0.023000
Kernel 2: 96.516998
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.000523 1.000000 fi:0.293371. Ave ac:0.004847,0.008198
Initialization: 5.592000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.618000
Kernel 1: 0.024000
Kernel 2: 95.259003
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000523 1.000000 fi:0.294292. Ave ac:0.004934,0.008098
Initialization: 5.549000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.627000
Kernel 1: 0.023000
Kernel 2: 95.936996
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000784 1.000000 fi:0.099941. Ave ac:0.004662,0.007568
Initialization: 5.513000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.638000
Kernel 1: 0.023000
Kernel 2: 97.171997
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.000523 1.000000 fi:0.294292. Ave ac:0.004061,0.007494
Initialization: 5.576000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.613000
Kernel 1: 0.024000
Kernel 2: 94.415001
Copyback: 0.018000
Sum: 0.042000
It 5,Best ac:0.000523 1.000000 fi:0.293371. Ave ac:0.004374,0.006031
Initialization: 5.512000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.639000
Kernel 1: 0.024000
Kernel 2: 91.224998
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.000523 1.000000 fi:0.293371. Ave ac:0.004090,0.006320
Initialization: 5.525000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.664000
Kernel 1: 0.023000
Kernel 2: 89.686996
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.000784 1.000000 fi:0.099941. Ave ac:0.004242,0.005879
Initialization: 5.521000
Memcpy Classifiers: 0.458000
Memcpy Instances: 7.637000
Kernel 1: 0.023000
Kernel 2: 90.436996
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.001307 1.000000 fi:0.099680. Ave ac:0.003548,0.005615
Initialization: 5.586000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.614000
Kernel 1: 0.024000
Kernel 2: 89.416000
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.000784 1.000000 fi:0.099941. Ave ac:0.003111,0.004080
Iteration 10:MDL fitness activated
Error 0.099941 TL 0.047110
MDL Theory Length Weight: 0.7071439069 (2)
Initialization: 7.813000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.849000
Kernel 1: 0.029000
Kernel 2: 89.876999
Copyback: 0.018000
Sum: 0.041000
It 10,Best ac:0.001046 1.000000 fi:0.124553. Ave ac:0.003153,0.004074
Initialization: 6.076000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.994000
Kernel 1: 0.024000
Kernel 2: 91.696999
Copyback: 0.018000
Sum: 0.036000
It 11,Best ac:0.000784 1.000000 fi:0.124274. Ave ac:0.002500,0.003948
Initialization: 6.510000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.626000
Kernel 1: 0.024000
Kernel 2: 88.699997
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001307 1.000000 fi:0.122208. Ave ac:0.002510,0.003235
Initialization: 5.865000
Memcpy Classifiers: 0.455000
Memcpy Instances: 7.652000
Kernel 1: 0.023000
Kernel 2: 89.820000
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.000784 1.000000 fi:0.122184. Ave ac:0.002372,0.003178
Initialization: 6.622000
Memcpy Classifiers: 0.839000
Memcpy Instances: 8.928000
Kernel 1: 0.023000
Kernel 2: 85.392998
Copyback: 0.018000
Sum: 0.046000
It 14,Best ac:0.001307 1.000000 fi:0.123750. Ave ac:0.002519,0.003306
Initialization: 5.547000
Memcpy Classifiers: 0.480000
Memcpy Instances: 10.878000
Kernel 1: 0.023000
Kernel 2: 85.566002
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.000784 1.000000 fi:0.132344. Ave ac:0.002405,0.003709
Initialization: 5.581000
Memcpy Classifiers: 0.523000
Memcpy Instances: 10.917000
Kernel 1: 0.023000
Kernel 2: 85.043999
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.001045 1.000000 fi:0.122243. Ave ac:0.002458,0.003802
Initialization: 6.549000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.042000
Kernel 1: 0.026000
Kernel 2: 81.308998
Copyback: 0.017000
Sum: 0.044000
It 17,Best ac:0.000784 1.000000 fi:0.123834. Ave ac:0.001990,0.003262
Initialization: 6.855000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.624000
Kernel 1: 0.023000
Kernel 2: 87.626999
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.000784 1.000000 fi:0.126177. Ave ac:0.002687,0.003919
Initialization: 7.252000
Memcpy Classifiers: 0.775000
Memcpy Instances: 12.017000
Kernel 1: 0.027000
Kernel 2: 86.924004
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000784 1.000000 fi:0.116696. Ave ac:0.002718,0.004234
Initialization: 5.665000
Memcpy Classifiers: 0.437000
Memcpy Instances: 7.637000
Kernel 1: 0.024000
Kernel 2: 88.230003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000784 1.000000 fi:0.123643. Ave ac:0.002396,0.003809
Initialization: 5.580000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.641000
Kernel 1: 0.023000
Kernel 2: 87.306000
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000784 1.000000 fi:0.118396. Ave ac:0.002492,0.003157
Initialization: 5.517000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.637000
Kernel 1: 0.023000
Kernel 2: 86.600998
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000784 1.000000 fi:0.118444. Ave ac:0.002604,0.004023
Initialization: 5.527000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.618000
Kernel 1: 0.024000
Kernel 2: 87.995003
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000784 1.000000 fi:0.123359. Ave ac:0.002273,0.003535
Initialization: 5.550000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.620000
Kernel 1: 0.023000
Kernel 2: 85.620003
Copyback: 0.016000
Sum: 0.029000
It 24,Best ac:0.001045 1.000000 fi:0.129405. Ave ac:0.002696,0.003756
Initialization: 5.580000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.616000
Kernel 1: 0.023000
Kernel 2: 86.692001
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000784 1.000000 fi:0.120747. Ave ac:0.002698,0.004130
Initialization: 5.538000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.637000
Kernel 1: 0.023000
Kernel 2: 86.778000
Copyback: 0.016000
Sum: 0.026000
It 26,Best ac:0.001307 1.000000 fi:0.122516. Ave ac:0.002105,0.003212
Initialization: 5.567000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.635000
Kernel 1: 0.023000
Kernel 2: 87.175003
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000784 1.000000 fi:0.121028. Ave ac:0.002158,0.002782
Initialization: 5.615000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.638000
Kernel 1: 0.024000
Kernel 2: 86.769997
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.001568 1.000000 fi:0.120472. Ave ac:0.002305,0.005565
MDL Theory Length Weight: 0.6364295162 (10)
Initialization: 5.549000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.668000
Kernel 1: 0.024000
Kernel 2: 91.126999
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.002613 1.000000 fi:0.113840. Ave ac:0.002479,0.004252
Initialization: 5.584000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.621000
Kernel 1: 0.023000
Kernel 2: 87.653999
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000784 1.000000 fi:0.115220. Ave ac:0.002466,0.003911
Initialization: 5.536000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.641000
Kernel 1: 0.023000
Kernel 2: 86.655998
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.000784 1.000000 fi:0.115930. Ave ac:0.002295,0.003347
Initialization: 5.559000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.616000
Kernel 1: 0.023000
Kernel 2: 87.741997
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001045 1.000000 fi:0.117513. Ave ac:0.002686,0.003894
Initialization: 5.549000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.639000
Kernel 1: 0.024000
Kernel 2: 86.382004
Copyback: 0.018000
Sum: 0.033000
It 33,Best ac:0.000784 1.000000 fi:0.114471. Ave ac:0.002756,0.004170
Initialization: 30.669001
Memcpy Instances: 383.536987
Memcpy Classifiers: 0.091000
Kernel 1: 0.026000
Kernel 2: 567.606995
Copyback: 0.014000
Sum: 0.017000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 575.671997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.011000
Kernel 2: 569.640991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 582.583008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 593.241028
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 579.132996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 569.943970
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 575.026001
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.124000
Kernel 1: 0.020000
Kernel 2: 585.340027
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 144.837997
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000768 0.630901 fi:0.483862. Ave ac:0.002505,0.008411
Best acc 0.000768 0.630901
Initialization: 5.969000
Memcpy Classifiers: 0.999000
Memcpy Instances: 11.857000
Kernel 1: 0.025000
Kernel 2: 94.497002
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005142 accuracy2:0.192784
Initialization: 6.159000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.191000
Kernel 1: 0.031000
Kernel 2: 95.903000
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.000784 1.000000 fi:0.099941. Ave ac:0.004714,0.008302
Initialization: 5.577000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.841000
Kernel 1: 0.024000
Kernel 2: 94.414001
Copyback: 0.018000
Sum: 0.041000
It 1,Best ac:0.000523 1.000000 fi:0.294292. Ave ac:0.005394,0.008753
Initialization: 7.106000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.730000
Kernel 1: 0.026000
Kernel 2: 92.431000
Copyback: 0.017000
Sum: 0.037000
It 2,Best ac:0.001046 0.666667 fi:0.433143. Ave ac:0.004807,0.006957
Initialization: 6.934000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.631000
Kernel 1: 0.024000
Kernel 2: 91.178001
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000523 1.000000 fi:0.294292. Ave ac:0.004247,0.006593
Initialization: 6.154000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.686000
Kernel 1: 0.024000
Kernel 2: 90.700996
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000784 1.000000 fi:0.099941. Ave ac:0.004701,0.006984
Initialization: 5.957000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.091000
Kernel 1: 0.033000
Kernel 2: 92.417999
Copyback: 0.018000
Sum: 0.036000
It 5,Best ac:0.000784 1.000000 fi:0.099941. Ave ac:0.003775,0.006405
Initialization: 7.164000
Memcpy Classifiers: 0.665000
Memcpy Instances: 9.599000
Kernel 1: 0.023000
Kernel 2: 87.885002
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001045 1.000000 fi:0.099810. Ave ac:0.004109,0.007159
Initialization: 7.013000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.658000
Kernel 1: 0.023000
Kernel 2: 87.003998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000523 1.000000 fi:0.294292. Ave ac:0.003535,0.006307
Initialization: 6.561000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.697000
Kernel 1: 0.023000
Kernel 2: 85.838997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.001045 1.000000 fi:0.099810. Ave ac:0.003307,0.005630
Initialization: 7.522000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.713000
Kernel 1: 0.033000
Kernel 2: 87.413002
Copyback: 0.018000
Sum: 0.037000
It 9,Best ac:0.000523 1.000000 fi:0.293371. Ave ac:0.002555,0.004208
Iteration 10:MDL fitness activated
Error 0.293371 TL 0.047423
MDL Theory Length Weight: 2.0621036046 (4)
Initialization: 6.527000
Memcpy Classifiers: 0.564000
Memcpy Instances: 7.962000
Kernel 1: 0.032000
Kernel 2: 84.886002
Copyback: 0.018000
Sum: 0.032000
It 10,Best ac:0.001569 1.000000 fi:0.151710. Ave ac:0.002682,0.004713
Initialization: 7.186000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.296000
Kernel 1: 0.023000
Kernel 2: 85.864998
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.000784 1.000000 fi:0.171672. Ave ac:0.002625,0.004483
Initialization: 5.577000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.618000
Kernel 1: 0.023000
Kernel 2: 84.841003
Copyback: 0.018000
Sum: 0.043000
It 12,Best ac:0.000784 1.000000 fi:0.167112. Ave ac:0.003442,0.005994
Initialization: 7.608000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.615000
Kernel 1: 0.023000
Kernel 2: 85.100998
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.000784 1.000000 fi:0.168105. Ave ac:0.003964,0.006638
Initialization: 5.528000
Memcpy Classifiers: 0.386000
Memcpy Instances: 7.626000
Kernel 1: 0.023000
Kernel 2: 84.158997
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.001307 1.000000 fi:0.167060. Ave ac:0.003465,0.006381
Initialization: 5.577000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.617000
Kernel 1: 0.024000
Kernel 2: 84.050003
Copyback: 0.016000
Sum: 0.029000
It 15,Best ac:0.001307 1.000000 fi:0.189646. Ave ac:0.003818,0.006992
Initialization: 5.601000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.634000
Kernel 1: 0.023000
Kernel 2: 82.769997
Copyback: 0.016000
Sum: 0.032000
It 16,Best ac:0.000784 1.000000 fi:0.164317. Ave ac:0.003873,0.006650
Initialization: 5.787000
Memcpy Classifiers: 0.681000
Memcpy Instances: 12.152000
Kernel 1: 0.026000
Kernel 2: 82.041000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.000784 1.000000 fi:0.157876. Ave ac:0.003008,0.004963
Initialization: 5.510000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.717000
Kernel 1: 0.031000
Kernel 2: 86.728996
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000784 1.000000 fi:0.147834. Ave ac:0.003530,0.006771
Initialization: 5.555000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.631000
Kernel 1: 0.024000
Kernel 2: 83.726997
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000784 1.000000 fi:0.152035. Ave ac:0.003886,0.008769
Initialization: 5.536000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.647000
Kernel 1: 0.023000
Kernel 2: 86.792000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001568 1.000000 fi:0.144463. Ave ac:0.003271,0.006112
Initialization: 5.512000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.637000
Kernel 1: 0.025000
Kernel 2: 87.126999
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.002352 1.000000 fi:0.149052. Ave ac:0.003463,0.005979
Initialization: 5.536000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.648000
Kernel 1: 0.023000
Kernel 2: 80.852997
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.000784 1.000000 fi:0.153956. Ave ac:0.002580,0.005262
Initialization: 5.562000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.617000
Kernel 1: 0.023000
Kernel 2: 82.952003
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.000784 1.000000 fi:0.143509. Ave ac:0.002646,0.005173
Initialization: 5.604000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.620000
Kernel 1: 0.023000
Kernel 2: 81.904999
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.000784 1.000000 fi:0.148083. Ave ac:0.002999,0.005505
Initialization: 5.536000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.642000
Kernel 1: 0.024000
Kernel 2: 78.943001
Copyback: 0.016000
Sum: 0.027000
It 25,Best ac:0.000784 1.000000 fi:0.143509. Ave ac:0.002084,0.004738
Initialization: 5.553000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.642000
Kernel 1: 0.024000
Kernel 2: 79.842003
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.000784 1.000000 fi:0.149839. Ave ac:0.002459,0.006272
Initialization: 5.613000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.625000
Kernel 1: 0.024000
Kernel 2: 78.064003
Copyback: 0.016000
Sum: 0.031000
It 27,Best ac:0.000784 1.000000 fi:0.144637. Ave ac:0.003213,0.006206
Initialization: 6.418000
Memcpy Classifiers: 0.344000
Memcpy Instances: 7.633000
Kernel 1: 0.024000
Kernel 2: 78.491997
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.002090 1.000000 fi:0.129381. Ave ac:0.004169,0.009172
Initialization: 5.511000
Memcpy Classifiers: 0.402000
Memcpy Instances: 10.384000
Kernel 1: 0.023000
Kernel 2: 77.726997
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.001307 1.000000 fi:0.132796. Ave ac:0.002450,0.004998
Initialization: 5.716000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.623000
Kernel 1: 0.024000
Kernel 2: 79.829002
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000784 1.000000 fi:0.149839. Ave ac:0.002409,0.005524
Initialization: 5.588000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.615000
Kernel 1: 0.023000
Kernel 2: 80.749001
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.000784 1.000000 fi:0.139323. Ave ac:0.002258,0.004369
Initialization: 5.565000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.635000
Kernel 1: 0.023000
Kernel 2: 80.051003
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.000784 1.000000 fi:0.141700. Ave ac:0.002712,0.007532
Initialization: 5.554000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.644000
Kernel 1: 0.024000
Kernel 2: 78.024002
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.001307 1.000000 fi:0.148503. Ave ac:0.002777,0.007689
Initialization: 28.350000
Memcpy Instances: 462.545013
Memcpy Classifiers: 0.074000
Kernel 1: 0.025000
Kernel 2: 517.302002
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 523.046997
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.105000
Kernel 1: 0.022000
Kernel 2: 526.267029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 506.322998
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 511.946991
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.090000
Kernel 1: 0.016000
Kernel 2: 527.117004
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.106000
Kernel 1: 0.022000
Kernel 2: 515.997009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 517.146973
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.106000
Kernel 1: 0.021000
Kernel 2: 527.841003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 130.966003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000784 0.595238 fi:0.556866. Ave ac:0.004656,0.018166
Best acc 0.000784 0.595238
Rule:Att PSSM_-1_12 is [<-0.838926]|Att PSSM_-1_13 is [<4.267271]|Att PSSM_0_12 is [<-3.005445]|Att PSSM_1_4 is [-6.387501,-4.152628]|Att PSSM_2_12 is [-5.303995,4.378142]|Att PSSM_3_7 is [<-1.782080]|Att PSSM_3_11 is [-3.401870,3.627454]|Att PSSM_4_11 is [<5.207456]|1
Accuracy : 0.789604
0	1	
152895	11185	
38182	32376	
Removed 233 instances. 191077 Instances left. Acc of rule 0.000768-0.630901
Initialization: 5.895000
Memcpy Classifiers: 0.637000
Memcpy Instances: 9.251000
Kernel 1: 0.025000
Kernel 2: 94.797997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005330 accuracy2:0.195383
Initialization: 5.604000
Memcpy Classifiers: 0.847000
Memcpy Instances: 11.841000
Kernel 1: 0.026000
Kernel 2: 94.521004
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.001571 0.600000 fi:0.499545. Ave ac:0.005121,0.010284
Initialization: 5.739000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.607000
Kernel 1: 0.023000
Kernel 2: 92.220001
Copyback: 0.018000
Sum: 0.031000
It 1,Best ac:0.000785 1.000000 fi:0.099940. Ave ac:0.004522,0.007661
Initialization: 6.694000
Memcpy Classifiers: 0.715000
Memcpy Instances: 9.585000
Kernel 1: 0.023000
Kernel 2: 92.623001
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000785 1.000000 fi:0.099939. Ave ac:0.004656,0.007329
Initialization: 7.646000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.193000
Kernel 1: 0.023000
Kernel 2: 90.714996
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.001047 1.000000 fi:0.099808. Ave ac:0.003282,0.006604
Initialization: 5.616000
Memcpy Classifiers: 0.522000
Memcpy Instances: 11.343000
Kernel 1: 0.027000
Kernel 2: 90.504997
Copyback: 0.018000
Sum: 0.040000
It 4,Best ac:0.000785 1.000000 fi:0.099940. Ave ac:0.003291,0.005712
Initialization: 7.059000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.755000
Kernel 1: 0.022000
Kernel 2: 90.736000
Copyback: 0.018000
Sum: 0.029000
It 5,Best ac:0.000785 1.000000 fi:0.099939. Ave ac:0.003850,0.007196
Initialization: 5.773000
Memcpy Classifiers: 0.561000
Memcpy Instances: 10.156000
Kernel 1: 0.026000
Kernel 2: 90.925003
Copyback: 0.371000
Sum: 0.034000
It 6,Best ac:0.001308 1.000000 fi:0.099677. Ave ac:0.003130,0.005287
Initialization: 7.167000
Memcpy Classifiers: 0.741000
Memcpy Instances: 10.852000
Kernel 1: 0.026000
Kernel 2: 92.096001
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.000785 1.000000 fi:0.099939. Ave ac:0.002492,0.003897
Initialization: 6.037000
Memcpy Classifiers: 0.547000
Memcpy Instances: 10.068000
Kernel 1: 0.023000
Kernel 2: 90.753998
Copyback: 0.016000
Sum: 0.033000
It 8,Best ac:0.000785 1.000000 fi:0.099939. Ave ac:0.003484,0.005389
Initialization: 5.816000
Memcpy Classifiers: 0.871000
Memcpy Instances: 9.351000
Kernel 1: 0.024000
Kernel 2: 89.805000
Copyback: 0.018000
Sum: 0.037000
It 9,Best ac:0.001832 1.000000 fi:0.099413. Ave ac:0.002767,0.004527
Iteration 10:MDL fitness activated
Error 0.099413 TL 0.043366
MDL Theory Length Weight: 0.7641470626 (1)
Initialization: 6.332000
Memcpy Classifiers: 0.477000
Memcpy Instances: 10.034000
Kernel 1: 0.026000
Kernel 2: 87.709999
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.001047 1.000000 fi:0.124792. Ave ac:0.001819,0.003268
Initialization: 5.571000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.974000
Kernel 1: 0.032000
Kernel 2: 87.939003
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.000785 1.000000 fi:0.123816. Ave ac:0.001765,0.002877
Initialization: 5.685000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.956000
Kernel 1: 0.024000
Kernel 2: 87.182999
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.000785 1.000000 fi:0.127304. Ave ac:0.002273,0.004826
Initialization: 6.176000
Memcpy Classifiers: 0.654000
Memcpy Instances: 13.145000
Kernel 1: 0.026000
Kernel 2: 88.422997
Copyback: 0.018000
Sum: 0.030000
It 13,Best ac:0.001047 1.000000 fi:0.125323. Ave ac:0.002654,0.003566
Initialization: 8.398000
Memcpy Classifiers: 0.775000
Memcpy Instances: 10.944000
Kernel 1: 0.027000
Kernel 2: 88.642998
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001047 1.000000 fi:0.125323. Ave ac:0.001554,0.002127
Initialization: 7.434000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.686000
Kernel 1: 0.023000
Kernel 2: 87.823997
Copyback: 0.018000
Sum: 0.041000
It 15,Best ac:0.000785 1.000000 fi:0.134997. Ave ac:0.001915,0.002523
Initialization: 6.817000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.616000
Kernel 1: 0.032000
Kernel 2: 85.454002
Copyback: 0.018000
Sum: 0.042000
It 16,Best ac:0.000785 1.000000 fi:0.124923. Ave ac:0.001782,0.002571
Initialization: 7.407000
Memcpy Classifiers: 0.926000
Memcpy Instances: 10.182000
Kernel 1: 0.024000
Kernel 2: 88.860001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001047 1.000000 fi:0.124654. Ave ac:0.002250,0.003320
Initialization: 6.835000
Memcpy Classifiers: 0.716000
Memcpy Instances: 7.655000
Kernel 1: 0.024000
Kernel 2: 89.124001
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000785 1.000000 fi:0.123819. Ave ac:0.002751,0.003561
Initialization: 5.764000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.619000
Kernel 1: 0.024000
Kernel 2: 87.788002
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.000785 1.000000 fi:0.121826. Ave ac:0.001834,0.002484
Initialization: 8.386000
Memcpy Classifiers: 0.580000
Memcpy Instances: 10.849000
Kernel 1: 0.024000
Kernel 2: 86.834000
Copyback: 0.018000
Sum: 0.039000
It 20,Best ac:0.000785 1.000000 fi:0.122575. Ave ac:0.002166,0.003051
Initialization: 7.865000
Memcpy Classifiers: 0.712000
Memcpy Instances: 7.763000
Kernel 1: 0.022000
Kernel 2: 84.305000
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000785 1.000000 fi:0.123116. Ave ac:0.001245,0.001858
Initialization: 6.696000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.446000
Kernel 1: 0.026000
Kernel 2: 87.246002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001309 1.000000 fi:0.122068. Ave ac:0.001313,0.002638
Initialization: 5.561000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.792000
Kernel 1: 0.024000
Kernel 2: 86.825996
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000785 1.000000 fi:0.118493. Ave ac:0.001530,0.002280
Initialization: 8.063000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.732000
Kernel 1: 0.022000
Kernel 2: 84.664001
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.001047 1.000000 fi:0.121932. Ave ac:0.001339,0.002402
Initialization: 6.661000
Memcpy Classifiers: 0.565000
Memcpy Instances: 8.579000
Kernel 1: 0.024000
Kernel 2: 83.028000
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001047 1.000000 fi:0.116862. Ave ac:0.001806,0.003145
Initialization: 5.977000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.067000
Kernel 1: 0.026000
Kernel 2: 82.456001
Copyback: 0.018000
Sum: 0.049000
It 26,Best ac:0.001047 1.000000 fi:0.121273. Ave ac:0.002186,0.003207
Initialization: 5.547000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.720000
Kernel 1: 0.024000
Kernel 2: 84.888000
Copyback: 0.018000
Sum: 0.038000
It 27,Best ac:0.001309 1.000000 fi:0.122091. Ave ac:0.002011,0.002752
Initialization: 7.541000
Memcpy Classifiers: 0.775000
Memcpy Instances: 9.143000
Kernel 1: 0.029000
Kernel 2: 84.081001
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000785 1.000000 fi:0.118314. Ave ac:0.002002,0.003113
Initialization: 5.887000
Memcpy Classifiers: 0.872000
Memcpy Instances: 11.296000
Kernel 1: 0.026000
Kernel 2: 84.736000
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001308 1.000000 fi:0.123587. Ave ac:0.001481,0.002114
Initialization: 6.920000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.475000
Kernel 1: 0.023000
Kernel 2: 84.336998
Copyback: 0.016000
Sum: 0.029000
It 30,Best ac:0.000785 1.000000 fi:0.117472. Ave ac:0.001996,0.002997
Initialization: 6.864000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.900000
Kernel 1: 0.032000
Kernel 2: 85.385002
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.001047 1.000000 fi:0.124742. Ave ac:0.001486,0.003325
Initialization: 5.744000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.982000
Kernel 1: 0.023000
Kernel 2: 85.049004
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000785 1.000000 fi:0.119079. Ave ac:0.001813,0.002777
Initialization: 7.844000
Memcpy Classifiers: 0.785000
Memcpy Instances: 7.980000
Kernel 1: 0.032000
Kernel 2: 84.712997
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.001308 1.000000 fi:0.121297. Ave ac:0.001984,0.003600
Initialization: 31.292999
Memcpy Instances: 465.671997
Memcpy Classifiers: 0.138000
Kernel 1: 0.034000
Kernel 2: 561.781006
Copyback: 0.020000
Sum: 0.015000
Memcpy Classifiers: 0.097000
Kernel 1: 0.018000
Kernel 2: 563.148987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 569.870972
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.012000
Kernel 2: 561.432007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.015000
Kernel 2: 570.854004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.114000
Kernel 1: 0.016000
Kernel 2: 566.679016
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.136000
Kernel 1: 0.023000
Kernel 2: 567.362000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.136000
Kernel 1: 0.022000
Kernel 2: 538.656006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.114000
Kernel 1: 0.016000
Kernel 2: 562.174011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 137.723007
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000680 0.599078 fi:0.523306. Ave ac:0.002139,0.007532
Best acc 0.000680 0.599078
Initialization: 6.290000
Memcpy Classifiers: 0.904000
Memcpy Instances: 11.605000
Kernel 1: 0.029000
Kernel 2: 92.055000
Copyback: 0.017000
Sum: 0.034000
Initial population average accuracy1:0.005291 accuracy2:0.192132
Initialization: 5.630000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.767000
Kernel 1: 0.023000
Kernel 2: 94.644997
Copyback: 0.016000
Sum: 0.036000
It 0,Best ac:0.001047 1.000000 fi:0.099808. Ave ac:0.006227,0.011839
Initialization: 5.590000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.021000
Kernel 1: 0.022000
Kernel 2: 93.575996
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.001309 1.000000 fi:0.099676. Ave ac:0.005309,0.010625
Initialization: 5.573000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.171000
Kernel 1: 0.032000
Kernel 2: 92.275002
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000785 1.000000 fi:0.099939. Ave ac:0.005001,0.008636
Initialization: 5.582000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.654000
Kernel 1: 0.023000
Kernel 2: 89.494003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000785 1.000000 fi:0.099939. Ave ac:0.005412,0.009184
Initialization: 5.521000
Memcpy Classifiers: 0.494000
Memcpy Instances: 7.618000
Kernel 1: 0.024000
Kernel 2: 87.600998
Copyback: 0.016000
Sum: 0.028000
It 4,Best ac:0.001308 0.833333 fi:0.266344. Ave ac:0.004283,0.006369
Initialization: 5.565000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.623000
Kernel 1: 0.024000
Kernel 2: 86.726997
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.002093 1.000000 fi:0.099283. Ave ac:0.004712,0.006081
Initialization: 5.500000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.632000
Kernel 1: 0.023000
Kernel 2: 83.657997
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001047 1.000000 fi:0.099808. Ave ac:0.003604,0.004423
Initialization: 5.584000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.613000
Kernel 1: 0.024000
Kernel 2: 83.044998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001047 1.000000 fi:0.099808. Ave ac:0.003364,0.003856
Initialization: 5.508000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.617000
Kernel 1: 0.023000
Kernel 2: 82.477997
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.001309 1.000000 fi:0.099677. Ave ac:0.003123,0.003464
Initialization: 5.542000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.676000
Kernel 1: 0.024000
Kernel 2: 82.961998
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001047 1.000000 fi:0.099808. Ave ac:0.003330,0.003876
Iteration 10:MDL fitness activated
Error 0.099808 TL 0.042033
MDL Theory Length Weight: 0.7915018186 (5)
Initialization: 5.574000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.638000
Kernel 1: 0.023000
Kernel 2: 83.428001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001308 1.000000 fi:0.124667. Ave ac:0.002603,0.003729
Initialization: 5.589000
Memcpy Classifiers: 0.499000
Memcpy Instances: 7.625000
Kernel 1: 0.023000
Kernel 2: 82.417000
Copyback: 0.016000
Sum: 0.029000
It 11,Best ac:0.000785 1.000000 fi:0.118111. Ave ac:0.002654,0.003929
Initialization: 6.807000
Memcpy Classifiers: 0.680000
Memcpy Instances: 7.886000
Kernel 1: 0.024000
Kernel 2: 81.280998
Copyback: 0.016000
Sum: 0.030000
It 12,Best ac:0.001308 1.000000 fi:0.130749. Ave ac:0.002456,0.003356
Initialization: 5.556000
Memcpy Classifiers: 0.474000
Memcpy Instances: 7.699000
Kernel 1: 0.022000
Kernel 2: 81.893997
Copyback: 0.016000
Sum: 0.033000
It 13,Best ac:0.001309 1.000000 fi:0.126847. Ave ac:0.002625,0.003483
Initialization: 5.506000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.627000
Kernel 1: 0.023000
Kernel 2: 83.908997
Copyback: 0.016000
Sum: 0.026000
It 14,Best ac:0.001047 1.000000 fi:0.125356. Ave ac:0.002479,0.003143
Initialization: 5.550000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.623000
Kernel 1: 0.023000
Kernel 2: 81.668999
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.000785 1.000000 fi:0.126641. Ave ac:0.003204,0.003830
Initialization: 5.561000
Memcpy Classifiers: 0.441000
Memcpy Instances: 7.602000
Kernel 1: 0.024000
Kernel 2: 82.764000
Copyback: 0.018000
Sum: 0.025000
It 16,Best ac:0.001309 1.000000 fi:0.124085. Ave ac:0.002037,0.002553
Initialization: 5.557000
Memcpy Classifiers: 0.445000
Memcpy Instances: 7.612000
Kernel 1: 0.023000
Kernel 2: 82.369003
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.001047 1.000000 fi:0.119495. Ave ac:0.002019,0.003189
Initialization: 5.552000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.619000
Kernel 1: 0.024000
Kernel 2: 78.997002
Copyback: 0.016000
Sum: 0.028000
It 18,Best ac:0.001308 1.000000 fi:0.120334. Ave ac:0.002005,0.002206
Initialization: 5.550000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.614000
Kernel 1: 0.022000
Kernel 2: 80.274002
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001047 1.000000 fi:0.120575. Ave ac:0.002094,0.002541
Initialization: 5.532000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.625000
Kernel 1: 0.023000
Kernel 2: 80.920998
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001832 1.000000 fi:0.123155. Ave ac:0.001970,0.002219
MDL Theory Length Weight: 0.7123516367 (10)
Initialization: 6.961000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.665000
Kernel 1: 0.023000
Kernel 2: 81.403000
Copyback: 0.016000
Sum: 0.030000
It 21,Best ac:0.000785 1.000000 fi:0.124394. Ave ac:0.002048,0.002107
Initialization: 5.556000
Memcpy Classifiers: 0.455000
Memcpy Instances: 10.541000
Kernel 1: 0.022000
Kernel 2: 79.720001
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.001047 1.000000 fi:0.129751. Ave ac:0.002007,0.002355
Initialization: 5.457000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.615000
Kernel 1: 0.023000
Kernel 2: 81.777000
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.001832 1.000000 fi:0.122664. Ave ac:0.001765,0.002307
Initialization: 5.504000
Memcpy Classifiers: 0.445000
Memcpy Instances: 7.640000
Kernel 1: 0.023000
Kernel 2: 84.550003
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.000785 1.000000 fi:0.115793. Ave ac:0.002114,0.002265
Initialization: 5.559000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.623000
Kernel 1: 0.023000
Kernel 2: 79.571999
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.001047 1.000000 fi:0.122204. Ave ac:0.002314,0.002674
Initialization: 5.511000
Memcpy Classifiers: 0.389000
Memcpy Instances: 7.607000
Kernel 1: 0.023000
Kernel 2: 77.672997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001047 1.000000 fi:0.116879. Ave ac:0.002127,0.003126
Initialization: 5.499000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.645000
Kernel 1: 0.023000
Kernel 2: 75.735001
Copyback: 0.018000
Sum: 0.034000
It 27,Best ac:0.001047 1.000000 fi:0.119510. Ave ac:0.002108,0.002802
Initialization: 5.515000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.605000
Kernel 1: 0.025000
Kernel 2: 77.578003
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001047 1.000000 fi:0.121444. Ave ac:0.001906,0.002777
Initialization: 5.501000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.649000
Kernel 1: 0.023000
Kernel 2: 78.389999
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.000785 1.000000 fi:0.119726. Ave ac:0.001871,0.002875
Initialization: 5.881000
Memcpy Classifiers: 0.428000
Memcpy Instances: 7.632000
Kernel 1: 0.023000
Kernel 2: 77.051003
Copyback: 0.372000
Sum: 0.033000
It 30,Best ac:0.000785 1.000000 fi:0.119726. Ave ac:0.002086,0.003151
Initialization: 5.559000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.461000
Kernel 1: 0.032000
Kernel 2: 77.541000
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000785 1.000000 fi:0.120167. Ave ac:0.001787,0.002880
Initialization: 5.497000
Memcpy Classifiers: 0.405000
Memcpy Instances: 7.617000
Kernel 1: 0.024000
Kernel 2: 77.245003
Copyback: 0.016000
Sum: 0.027000
It 32,Best ac:0.000785 1.000000 fi:0.120050. Ave ac:0.002220,0.003228
Initialization: 5.546000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.609000
Kernel 1: 0.025000
Kernel 2: 78.500000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000785 1.000000 fi:0.119710. Ave ac:0.001451,0.002273
MDL Theory Length Weight: 0.6411164731 (10)
Initialization: 28.228001
Memcpy Instances: 378.829010
Memcpy Classifiers: 0.092000
Kernel 1: 0.026000
Kernel 2: 529.901978
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 551.518982
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 546.190002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 552.663025
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.015000
Kernel 2: 536.270020
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.087000
Kernel 1: 0.013000
Kernel 2: 540.750977
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 537.385010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 529.405029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 532.935974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.011000
Kernel 2: 136.026001
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.000754 0.582996 fi:0.532323. Ave ac:0.001821,0.005709
Best acc 0.000754 0.582996
Rule:Att PSSM_-3_18 is [<3.704514]|Att PSSM_-2_6 is [<-2.168916]|Att PSSM_-1_5 is [-5.257721,4.034246]|Att PSSM_-1_12 is [<-2.281153]|Att PSSM_-1_13 is [-3.144254,9.713181]|Att PSSM_0_12 is [<-0.757647]|Att PSSM_0_13 is [-6.795325,10.853787]|Att PSSM_1_10 is [-3.148346,6.214712]|Att PSSM_2_6 is [<-2.732691]|Att PSSM_3_9 is [<7.777690]|Att PSSM_4_2 is [<-3.405774]|1
Accuracy : 0.789787
0	1	
152808	11272	
38052	32506	
Removed 217 instances. 190860 Instances left. Acc of rule 0.000680-0.599078
Initialization: 5.689000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.615000
Kernel 1: 0.025000
Kernel 2: 92.793999
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.004818 accuracy2:0.185634
Initialization: 5.527000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.648000
Kernel 1: 0.024000
Kernel 2: 91.809998
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.000524 1.000000 fi:0.288728. Ave ac:0.004271,0.006588
Initialization: 5.530000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.612000
Kernel 1: 0.024000
Kernel 2: 92.563004
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001048 0.800000 fi:0.299806. Ave ac:0.004164,0.006093
Initialization: 5.517000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.632000
Kernel 1: 0.023000
Kernel 2: 93.863998
Copyback: 0.016000
Sum: 0.030000
It 2,Best ac:0.001572 0.857143 fi:0.242400. Ave ac:0.004512,0.007239
Initialization: 5.552000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.600000
Kernel 1: 0.023000
Kernel 2: 91.641998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.002620 0.833333 fi:0.265682. Ave ac:0.004064,0.007168
Initialization: 5.574000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.598000
Kernel 1: 0.024000
Kernel 2: 88.984001
Copyback: 0.017000
Sum: 0.025000
It 4,Best ac:0.001310 0.833333 fi:0.266341. Ave ac:0.003706,0.005575
Initialization: 5.548000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.606000
Kernel 1: 0.023000
Kernel 2: 88.529999
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.000786 1.000000 fi:0.099938. Ave ac:0.003102,0.005389
Initialization: 5.584000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.611000
Kernel 1: 0.024000
Kernel 2: 89.816002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.000786 1.000000 fi:0.099938. Ave ac:0.003289,0.006597
Initialization: 5.535000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.616000
Kernel 1: 0.023000
Kernel 2: 88.315002
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.001310 1.000000 fi:0.099674. Ave ac:0.003123,0.005040
Initialization: 6.080000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.596000
Kernel 1: 0.024000
Kernel 2: 87.568001
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.000786 1.000000 fi:0.099938. Ave ac:0.002496,0.003805
Initialization: 6.282000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.621000
Kernel 1: 0.023000
Kernel 2: 86.555000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.000786 1.000000 fi:0.099938. Ave ac:0.002536,0.004271
Iteration 10:MDL fitness activated
Error 0.099938 TL 0.036984
MDL Theory Length Weight: 0.9007355562 (3)
Initialization: 6.488000
Memcpy Classifiers: 0.726000
Memcpy Instances: 9.882000
Kernel 1: 0.024000
Kernel 2: 88.387001
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.000786 1.000000 fi:0.129954. Ave ac:0.002822,0.004535
Initialization: 5.664000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.648000
Kernel 1: 0.022000
Kernel 2: 86.695999
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.001310 1.000000 fi:0.124769. Ave ac:0.003302,0.004359
Initialization: 5.556000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.594000
Kernel 1: 0.024000
Kernel 2: 82.542999
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000786 1.000000 fi:0.132221. Ave ac:0.003074,0.004981
Initialization: 5.500000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.609000
Kernel 1: 0.023000
Kernel 2: 82.484001
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001310 1.000000 fi:0.129166. Ave ac:0.003207,0.004833
Initialization: 5.412000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.616000
Kernel 1: 0.023000
Kernel 2: 79.086998
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.001048 1.000000 fi:0.132121. Ave ac:0.003176,0.004736
Initialization: 5.451000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.618000
Kernel 1: 0.023000
Kernel 2: 78.910004
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000786 1.000000 fi:0.134134. Ave ac:0.003657,0.005407
Initialization: 5.567000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.600000
Kernel 1: 0.023000
Kernel 2: 77.569000
Copyback: 0.016000
Sum: 0.028000
It 16,Best ac:0.002096 1.000000 fi:0.124770. Ave ac:0.003292,0.005337
Initialization: 5.508000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.616000
Kernel 1: 0.023000
Kernel 2: 76.554001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001310 1.000000 fi:0.119460. Ave ac:0.003050,0.004224
Initialization: 5.476000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.607000
Kernel 1: 0.023000
Kernel 2: 76.511002
Copyback: 0.016000
Sum: 0.029000
It 18,Best ac:0.001310 1.000000 fi:0.132649. Ave ac:0.003395,0.006013
Initialization: 5.567000
Memcpy Classifiers: 0.397000
Memcpy Instances: 12.145000
Kernel 1: 0.026000
Kernel 2: 75.636002
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000786 1.000000 fi:0.116586. Ave ac:0.003001,0.005372
Initialization: 5.546000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.609000
Kernel 1: 0.022000
Kernel 2: 76.417999
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.001572 0.857143 fi:0.279555. Ave ac:0.003178,0.005011
Initialization: 5.511000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.630000
Kernel 1: 0.023000
Kernel 2: 77.917000
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000786 1.000000 fi:0.130156. Ave ac:0.003895,0.006313
Initialization: 5.631000
Memcpy Classifiers: 0.437000
Memcpy Instances: 7.627000
Kernel 1: 0.023000
Kernel 2: 79.043999
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000786 1.000000 fi:0.131983. Ave ac:0.004034,0.005773
Initialization: 5.592000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.618000
Kernel 1: 0.023000
Kernel 2: 77.959999
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001310 1.000000 fi:0.127364. Ave ac:0.003628,0.005254
Initialization: 5.565000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.615000
Kernel 1: 0.023000
Kernel 2: 75.877998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000786 1.000000 fi:0.125604. Ave ac:0.002810,0.004878
Initialization: 5.552000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.616000
Kernel 1: 0.024000
Kernel 2: 75.667999
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.000786 1.000000 fi:0.126176. Ave ac:0.002581,0.003623
Initialization: 7.133000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.961000
Kernel 1: 0.024000
Kernel 2: 76.320000
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.001572 1.000000 fi:0.116191. Ave ac:0.002293,0.002861
Initialization: 5.522000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.293000
Kernel 1: 0.032000
Kernel 2: 76.500000
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.000786 1.000000 fi:0.127733. Ave ac:0.001938,0.002903
Initialization: 5.580000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.596000
Kernel 1: 0.023000
Kernel 2: 76.643997
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.001048 1.000000 fi:0.126786. Ave ac:0.002206,0.004412
Initialization: 5.561000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.624000
Kernel 1: 0.024000
Kernel 2: 77.042000
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.000786 1.000000 fi:0.126048. Ave ac:0.002685,0.005693
Initialization: 5.528000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.593000
Kernel 1: 0.024000
Kernel 2: 78.567001
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.001048 1.000000 fi:0.121503. Ave ac:0.001957,0.002720
Initialization: 5.505000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.610000
Kernel 1: 0.024000
Kernel 2: 79.517998
Copyback: 0.016000
Sum: 0.029000
It 31,Best ac:0.000786 1.000000 fi:0.131271. Ave ac:0.002190,0.003462
Initialization: 5.519000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.619000
Kernel 1: 0.024000
Kernel 2: 79.775002
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000786 1.000000 fi:0.127169. Ave ac:0.002215,0.003247
Initialization: 5.584000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.600000
Kernel 1: 0.024000
Kernel 2: 80.221001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001310 1.000000 fi:0.127364. Ave ac:0.001936,0.002380
Initialization: 29.181000
Memcpy Instances: 379.691010
Memcpy Classifiers: 0.093000
Kernel 1: 0.026000
Kernel 2: 534.916992
Copyback: 0.369000
Sum: 0.017000
Memcpy Classifiers: 0.093000
Kernel 1: 0.012000
Kernel 2: 547.443970
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.011000
Kernel 2: 534.874023
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 532.463013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 524.278015
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.097000
Kernel 1: 0.014000
Kernel 2: 526.640015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 530.859009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.014000
Kernel 2: 571.578979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.011000
Kernel 2: 536.565979
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 148.606995
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.001577 0.602000 fi:0.534695. Ave ac:0.002025,0.006000
Best acc 0.001577 0.602000
Initialization: 5.556000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.595000
Kernel 1: 0.026000
Kernel 2: 94.301003
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005778 accuracy2:0.204163
Initialization: 5.569000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.266000
Kernel 1: 0.023000
Kernel 2: 92.686996
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.001048 1.000000 fi:0.099806. Ave ac:0.006050,0.010094
Initialization: 5.553000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.688000
Kernel 1: 0.023000
Kernel 2: 92.359001
Copyback: 0.020000
Sum: 0.035000
It 1,Best ac:0.000786 1.000000 fi:0.099938. Ave ac:0.005895,0.009004
Initialization: 5.939000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.928000
Kernel 1: 0.032000
Kernel 2: 90.830002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000524 1.000000 fi:0.288728. Ave ac:0.004050,0.006519
Initialization: 5.756000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.214000
Kernel 1: 0.027000
Kernel 2: 89.939003
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.001310 0.833333 fi:0.266341. Ave ac:0.003778,0.006576
Initialization: 5.542000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.605000
Kernel 1: 0.024000
Kernel 2: 90.477997
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.001310 1.000000 fi:0.099674. Ave ac:0.003392,0.006097
Initialization: 8.135000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.638000
Kernel 1: 0.024000
Kernel 2: 90.266998
Copyback: 0.017000
Sum: 0.039000
It 5,Best ac:0.000786 1.000000 fi:0.099938. Ave ac:0.003219,0.006365
Initialization: 6.067000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.676000
Kernel 1: 0.023000
Kernel 2: 92.510002
Copyback: 0.018000
Sum: 0.039000
It 6,Best ac:0.000786 1.000000 fi:0.099938. Ave ac:0.003225,0.006110
Initialization: 5.550000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.594000
Kernel 1: 0.024000
Kernel 2: 93.029999
Copyback: 0.019000
Sum: 0.039000
It 7,Best ac:0.001834 1.000000 fi:0.099411. Ave ac:0.002907,0.005133
Initialization: 5.497000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.621000
Kernel 1: 0.024000
Kernel 2: 91.665001
Copyback: 0.019000
Sum: 0.041000
It 8,Best ac:0.001572 1.000000 fi:0.099543. Ave ac:0.002804,0.005833
Initialization: 5.508000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.644000
Kernel 1: 0.026000
Kernel 2: 92.103996
Copyback: 0.368000
Sum: 0.044000
It 9,Best ac:0.000786 1.000000 fi:0.099938. Ave ac:0.002057,0.004301
Iteration 10:MDL fitness activated
Error 0.099938 TL 0.022348
MDL Theory Length Weight: 1.4906315855 (3)
Initialization: 5.527000
Memcpy Classifiers: 0.475000
Memcpy Instances: 7.619000
Kernel 1: 0.023000
Kernel 2: 94.038002
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.000786 1.000000 fi:0.143559. Ave ac:0.002863,0.006305
Initialization: 5.520000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.628000
Kernel 1: 0.023000
Kernel 2: 89.333000
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.001048 1.000000 fi:0.151820. Ave ac:0.002677,0.005259
Initialization: 5.518000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.657000
Kernel 1: 0.024000
Kernel 2: 90.096001
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001572 1.000000 fi:0.127476. Ave ac:0.002293,0.008190
Initialization: 5.806000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.460000
Kernel 1: 0.023000
Kernel 2: 87.047997
Copyback: 0.016000
Sum: 0.031000
It 13,Best ac:0.000786 1.000000 fi:0.132233. Ave ac:0.002236,0.006339
Initialization: 6.526000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.630000
Kernel 1: 0.023000
Kernel 2: 81.125999
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.000786 1.000000 fi:0.127235. Ave ac:0.001476,0.003808
Initialization: 5.503000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.323000
Kernel 1: 0.026000
Kernel 2: 80.181000
Copyback: 0.016000
Sum: 0.027000
It 15,Best ac:0.001048 1.000000 fi:0.131095. Ave ac:0.001262,0.002753
Initialization: 5.582000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.635000
Kernel 1: 0.022000
Kernel 2: 79.352997
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.000786 1.000000 fi:0.135752. Ave ac:0.001465,0.004325
Initialization: 5.546000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.616000
Kernel 1: 0.024000
Kernel 2: 76.928001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001310 1.000000 fi:0.126971. Ave ac:0.001183,0.002464
Initialization: 5.582000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.607000
Kernel 1: 0.023000
Kernel 2: 76.447998
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.001048 1.000000 fi:0.135197. Ave ac:0.000995,0.002511
Initialization: 5.558000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.608000
Kernel 1: 0.024000
Kernel 2: 75.712997
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.000786 1.000000 fi:0.142747. Ave ac:0.001292,0.003492
Initialization: 5.572000
Memcpy Classifiers: 0.359000
Memcpy Instances: 7.612000
Kernel 1: 0.023000
Kernel 2: 74.190002
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.000786 1.000000 fi:0.133308. Ave ac:0.001201,0.005237
Initialization: 5.534000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.638000
Kernel 1: 0.023000
Kernel 2: 74.304001
Copyback: 0.016000
Sum: 0.029000
It 21,Best ac:0.000786 1.000000 fi:0.130594. Ave ac:0.002144,0.007657
Initialization: 5.698000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.633000
Kernel 1: 0.024000
Kernel 2: 74.722000
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000786 1.000000 fi:0.134693. Ave ac:0.002024,0.005818
Initialization: 5.587000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.596000
Kernel 1: 0.024000
Kernel 2: 77.114998
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000786 1.000000 fi:0.147367. Ave ac:0.000912,0.001721
Initialization: 5.517000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.619000
Kernel 1: 0.023000
Kernel 2: 74.054001
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001048 1.000000 fi:0.134655. Ave ac:0.001643,0.004618
Initialization: 5.558000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.609000
Kernel 1: 0.024000
Kernel 2: 75.161003
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.001048 1.000000 fi:0.126102. Ave ac:0.001529,0.004143
Initialization: 5.543000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.600000
Kernel 1: 0.024000
Kernel 2: 72.032997
Copyback: 0.018000
Sum: 0.032000
It 26,Best ac:0.000786 1.000000 fi:0.130594. Ave ac:0.001698,0.004793
Initialization: 5.570000
Memcpy Classifiers: 0.318000
Memcpy Instances: 7.641000
Kernel 1: 0.026000
Kernel 2: 72.518997
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001048 1.000000 fi:0.133172. Ave ac:0.001390,0.004809
Initialization: 6.840000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.640000
Kernel 1: 0.023000
Kernel 2: 75.526001
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001310 0.833333 fi:0.295725. Ave ac:0.002222,0.006760
Initialization: 5.491000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.145000
Kernel 1: 0.033000
Kernel 2: 71.943001
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.000524 1.000000 fi:0.312286. Ave ac:0.001613,0.008387
Initialization: 5.557000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.623000
Kernel 1: 0.024000
Kernel 2: 74.595001
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000524 1.000000 fi:0.321034. Ave ac:0.003213,0.010122
Initialization: 5.551000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.633000
Kernel 1: 0.024000
Kernel 2: 74.875999
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.000524 1.000000 fi:0.304936. Ave ac:0.003223,0.009718
Initialization: 5.513000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.607000
Kernel 1: 0.024000
Kernel 2: 76.085999
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.000786 1.000000 fi:0.127910. Ave ac:0.003240,0.009040
Initialization: 5.483000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.617000
Kernel 1: 0.023000
Kernel 2: 77.825996
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.000786 1.000000 fi:0.132167. Ave ac:0.002242,0.007169
Initialization: 30.058001
Memcpy Instances: 382.802002
Memcpy Classifiers: 0.095000
Kernel 1: 0.027000
Kernel 2: 557.015991
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 565.536011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 555.875000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 550.659973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 558.005005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.012000
Kernel 2: 539.926025
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.012000
Kernel 2: 541.221985
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.012000
Kernel 2: 542.349976
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.093000
Kernel 1: 0.014000
Kernel 2: 536.781006
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.054000
Kernel 1: 0.020000
Kernel 2: 132.143997
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.000718 0.543651 fi:0.589687. Ave ac:0.002929,0.013355
Best acc 0.000718 0.543651
Rule:Att PSSM_-4_12 is [<-2.738560]|Att PSSM_-3_7 is [-6.551103,0.551103]|Att PSSM_-2_20 is [-1.701955,5.487649]|Att PSSM_-1_6 is [-4.012103,8.606131]|Att PSSM_-1_11 is [<2.139025]|Att PSSM_0_4 is [-5.132008,-0.867992]|Att PSSM_0_7 is [<-2.605862]|Att PSSM_0_12 is [-6.153579,-1.849990]|Att PSSM_1_7 is [-6.906308,-1.146428]|Att PSSM_2_6 is [-5.797701,1.171250]|Att PSSM_3_6 is [-6.282505,-0.165682]|Att PSSM_3_12 is [-6.144368,3.699353]|Att PSSM_4_5 is [<2.734103]|Att PSSM_4_19 is [-6.051848,4.924605]|1
Accuracy : 0.790222
0	1	
152609	11471	
37751	32807	
Removed 500 instances. 190360 Instances left. Acc of rule 0.001577-0.602000
Initialization: 6.032000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.587000
Kernel 1: 0.025000
Kernel 2: 93.025002
Copyback: 0.018000
Sum: 0.040000
Initial population average accuracy1:0.006464 accuracy2:0.186777
Initialization: 5.521000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.601000
Kernel 1: 0.023000
Kernel 2: 93.226997
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.001313 0.833333 fi:0.266336. Ave ac:0.006286,0.011356
Initialization: 5.609000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.621000
Kernel 1: 0.023000
Kernel 2: 92.542000
Copyback: 0.016000
Sum: 0.027000
It 1,Best ac:0.000788 0.750000 fi:0.349935. Ave ac:0.004982,0.009167
Initialization: 6.963000
Memcpy Classifiers: 0.840000
Memcpy Instances: 11.320000
Kernel 1: 0.023000
Kernel 2: 91.932999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.001576 1.000000 fi:0.099536. Ave ac:0.005179,0.009438
Initialization: 5.740000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.831000
Kernel 1: 0.024000
Kernel 2: 90.852997
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.002364 0.900000 fi:0.199138. Ave ac:0.004446,0.007677
Initialization: 6.812000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.267000
Kernel 1: 0.023000
Kernel 2: 91.059998
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.003334,0.005763
Initialization: 5.528000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.727000
Kernel 1: 0.027000
Kernel 2: 90.539001
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001839 0.875000 fi:0.224403. Ave ac:0.003464,0.005482
Initialization: 5.557000
Memcpy Classifiers: 0.507000
Memcpy Instances: 10.998000
Kernel 1: 0.023000
Kernel 2: 90.691002
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.004047,0.008518
Initialization: 5.509000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.581000
Kernel 1: 0.022000
Kernel 2: 89.351997
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.003239,0.007114
Initialization: 6.695000
Memcpy Classifiers: 0.640000
Memcpy Instances: 10.843000
Kernel 1: 0.024000
Kernel 2: 90.436996
Copyback: 0.018000
Sum: 0.036000
It 8,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.003415,0.005875
Initialization: 6.088000
Memcpy Classifiers: 0.882000
Memcpy Instances: 11.144000
Kernel 1: 0.027000
Kernel 2: 90.809998
Copyback: 0.016000
Sum: 0.026000
It 9,Best ac:0.001313 1.000000 fi:0.099669. Ave ac:0.002893,0.004854
Iteration 10:MDL fitness activated
Error 0.099669 TL 0.031426
MDL Theory Length Weight: 1.0571837997 (8)
Initialization: 7.419000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.670000
Kernel 1: 0.023000
Kernel 2: 91.903999
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.000788 1.000000 fi:0.133622. Ave ac:0.002636,0.004908
Initialization: 6.125000
Memcpy Classifiers: 0.490000
Memcpy Instances: 8.777000
Kernel 1: 0.032000
Kernel 2: 91.017998
Copyback: 0.017000
Sum: 0.041000
It 11,Best ac:0.001313 1.000000 fi:0.133087. Ave ac:0.002503,0.004349
Initialization: 6.730000
Memcpy Classifiers: 0.590000
Memcpy Instances: 10.115000
Kernel 1: 0.025000
Kernel 2: 89.778999
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.000788 1.000000 fi:0.143291. Ave ac:0.002467,0.004701
Initialization: 7.177000
Memcpy Classifiers: 0.748000
Memcpy Instances: 10.422000
Kernel 1: 0.024000
Kernel 2: 88.584000
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.000788 1.000000 fi:0.141263. Ave ac:0.002743,0.004950
Initialization: 6.617000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.097000
Kernel 1: 0.032000
Kernel 2: 84.300003
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001576 1.000000 fi:0.138646. Ave ac:0.003006,0.007499
Initialization: 6.498000
Memcpy Classifiers: 0.679000
Memcpy Instances: 9.958000
Kernel 1: 0.023000
Kernel 2: 83.961998
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000788 1.000000 fi:0.133183. Ave ac:0.002967,0.006888
Initialization: 7.666000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.622000
Kernel 1: 0.022000
Kernel 2: 85.271004
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001838 0.875000 fi:0.276734. Ave ac:0.002796,0.007144
Initialization: 6.807000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.317000
Kernel 1: 0.033000
Kernel 2: 83.342003
Copyback: 0.370000
Sum: 0.032000
It 17,Best ac:0.001313 1.000000 fi:0.137937. Ave ac:0.003125,0.005883
Initialization: 8.040000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.729000
Kernel 1: 0.032000
Kernel 2: 81.848000
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.000788 1.000000 fi:0.135800. Ave ac:0.002552,0.004406
Initialization: 6.672000
Memcpy Classifiers: 0.602000
Memcpy Instances: 9.918000
Kernel 1: 0.025000
Kernel 2: 82.000999
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.000788 1.000000 fi:0.135808. Ave ac:0.002449,0.005044
Initialization: 5.581000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.577000
Kernel 1: 0.024000
Kernel 2: 84.475998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000788 1.000000 fi:0.125620. Ave ac:0.003035,0.005839
Initialization: 6.190000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.579000
Kernel 1: 0.023000
Kernel 2: 85.789001
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.001051 1.000000 fi:0.127664. Ave ac:0.002273,0.004293
Initialization: 5.939000
Memcpy Classifiers: 0.408000
Memcpy Instances: 11.728000
Kernel 1: 0.022000
Kernel 2: 87.454002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000788 1.000000 fi:0.125619. Ave ac:0.002216,0.006345
Initialization: 5.534000
Memcpy Classifiers: 0.383000
Memcpy Instances: 10.258000
Kernel 1: 0.026000
Kernel 2: 86.850998
Copyback: 0.016000
Sum: 0.028000
It 23,Best ac:0.000788 1.000000 fi:0.141105. Ave ac:0.002224,0.004067
Initialization: 7.077000
Memcpy Classifiers: 0.744000
Memcpy Instances: 8.669000
Kernel 1: 0.024000
Kernel 2: 86.764999
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001313 1.000000 fi:0.129062. Ave ac:0.002478,0.005889
Initialization: 5.621000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.707000
Kernel 1: 0.022000
Kernel 2: 84.319000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001051 1.000000 fi:0.126069. Ave ac:0.002068,0.003422
Initialization: 6.141000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.583000
Kernel 1: 0.023000
Kernel 2: 84.832001
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.000788 1.000000 fi:0.127291. Ave ac:0.002011,0.003683
Initialization: 5.505000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.592000
Kernel 1: 0.022000
Kernel 2: 83.496002
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.000788 1.000000 fi:0.128436. Ave ac:0.002414,0.004296
Initialization: 5.557000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.574000
Kernel 1: 0.023000
Kernel 2: 82.746002
Copyback: 0.018000
Sum: 0.038000
It 28,Best ac:0.000788 1.000000 fi:0.126946. Ave ac:0.002239,0.003894
Initialization: 5.594000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.731000
Kernel 1: 0.021000
Kernel 2: 83.209000
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000788 1.000000 fi:0.130859. Ave ac:0.002098,0.003456
Initialization: 7.198000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.588000
Kernel 1: 0.023000
Kernel 2: 84.431000
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.000788 1.000000 fi:0.125619. Ave ac:0.002418,0.003524
Initialization: 5.561000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.594000
Kernel 1: 0.024000
Kernel 2: 81.838997
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.000788 1.000000 fi:0.132984. Ave ac:0.002728,0.004588
MDL Theory Length Weight: 0.9514654198 (10)
Initialization: 5.541000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.590000
Kernel 1: 0.023000
Kernel 2: 81.078003
Copyback: 0.018000
Sum: 0.026000
It 32,Best ac:0.000788 1.000000 fi:0.118842. Ave ac:0.002576,0.004737
Initialization: 6.759000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.617000
Kernel 1: 0.023000
Kernel 2: 81.258003
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.001313 1.000000 fi:0.126146. Ave ac:0.001850,0.003157
Initialization: 28.547001
Memcpy Instances: 381.855011
Memcpy Classifiers: 0.082000
Kernel 1: 0.027000
Kernel 2: 525.328003
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 548.046021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 545.487000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 539.085999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 551.879028
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.012000
Kernel 2: 551.732971
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.117000
Kernel 1: 0.022000
Kernel 2: 555.635010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 531.801025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.085000
Kernel 1: 0.012000
Kernel 2: 512.620972
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.000667 0.496094 fi:0.633646. Ave ac:0.002213,0.007450
Best acc 0.000667 0.496094
Initialization: 5.523000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.610000
Kernel 1: 0.026000
Kernel 2: 93.734001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004506 accuracy2:0.194337
Initialization: 5.519000
Memcpy Classifiers: 0.474000
Memcpy Instances: 7.589000
Kernel 1: 0.025000
Kernel 2: 93.806000
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.002364 0.692308 fi:0.406830. Ave ac:0.005023,0.008191
Initialization: 5.552000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.573000
Kernel 1: 0.024000
Kernel 2: 91.834000
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.000525 1.000000 fi:0.283075. Ave ac:0.005278,0.008844
Initialization: 5.589000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.581000
Kernel 1: 0.025000
Kernel 2: 92.150002
Copyback: 0.016000
Sum: 0.031000
It 2,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.005915,0.009295
Initialization: 5.608000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.019000
Kernel 1: 0.024000
Kernel 2: 92.775002
Copyback: 0.018000
Sum: 0.038000
It 3,Best ac:0.001313 0.833333 fi:0.266336. Ave ac:0.005184,0.009109
Initialization: 6.126000
Memcpy Classifiers: 0.518000
Memcpy Instances: 7.641000
Kernel 1: 0.023000
Kernel 2: 91.497002
Copyback: 0.018000
Sum: 0.040000
It 4,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.005115,0.009162
Initialization: 6.503000
Memcpy Classifiers: 0.756000
Memcpy Instances: 10.800000
Kernel 1: 0.027000
Kernel 2: 91.924004
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.003361,0.006404
Initialization: 7.849000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.698000
Kernel 1: 0.024000
Kernel 2: 89.860001
Copyback: 0.018000
Sum: 0.042000
It 6,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.002892,0.004610
Initialization: 6.295000
Memcpy Classifiers: 0.850000
Memcpy Instances: 11.473000
Kernel 1: 0.024000
Kernel 2: 90.966003
Copyback: 0.018000
Sum: 0.039000
It 7,Best ac:0.001576 1.000000 fi:0.099536. Ave ac:0.003356,0.006725
Initialization: 7.058000
Memcpy Classifiers: 0.640000
Memcpy Instances: 9.278000
Kernel 1: 0.024000
Kernel 2: 87.289001
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.000788 1.000000 fi:0.099935. Ave ac:0.003043,0.006069
Initialization: 6.555000
Memcpy Classifiers: 0.591000
Memcpy Instances: 8.913000
Kernel 1: 0.027000
Kernel 2: 90.768997
Copyback: 0.017000
Sum: 0.038000
It 9,Best ac:0.001051 1.000000 fi:0.099802. Ave ac:0.003073,0.006550
Iteration 10:MDL fitness activated
Error 0.099802 TL 0.041164
MDL Theory Length Weight: 0.8081716539 (3)
Initialization: 5.738000
Memcpy Classifiers: 0.779000
Memcpy Instances: 10.590000
Kernel 1: 0.024000
Kernel 2: 88.375999
Copyback: 0.017000
Sum: 0.041000
It 10,Best ac:0.001051 1.000000 fi:0.127884. Ave ac:0.003478,0.007049
Initialization: 5.593000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.916000
Kernel 1: 0.023000
Kernel 2: 90.115997
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.000788 1.000000 fi:0.125117. Ave ac:0.003167,0.005788
Initialization: 6.137000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.492000
Kernel 1: 0.032000
Kernel 2: 89.695000
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001050 1.000000 fi:0.124158. Ave ac:0.003650,0.006655
Initialization: 7.381000
Memcpy Classifiers: 0.670000
Memcpy Instances: 10.807000
Kernel 1: 0.027000
Kernel 2: 89.747002
Copyback: 0.018000
Sum: 0.037000
It 13,Best ac:0.000788 1.000000 fi:0.120768. Ave ac:0.003142,0.006479
Initialization: 5.814000
Memcpy Classifiers: 0.596000
Memcpy Instances: 9.804000
Kernel 1: 0.033000
Kernel 2: 90.943001
Copyback: 0.018000
Sum: 0.042000
It 14,Best ac:0.000788 1.000000 fi:0.123430. Ave ac:0.003450,0.006891
Initialization: 6.826000
Memcpy Classifiers: 0.640000
Memcpy Instances: 9.560000
Kernel 1: 0.023000
Kernel 2: 87.559998
Copyback: 0.018000
Sum: 0.037000
It 15,Best ac:0.000788 1.000000 fi:0.117314. Ave ac:0.003053,0.006507
Initialization: 7.136000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.198000
Kernel 1: 0.032000
Kernel 2: 90.277000
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001051 1.000000 fi:0.127340. Ave ac:0.002916,0.005426
Initialization: 5.559000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.910000
Kernel 1: 0.023000
Kernel 2: 89.245003
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000788 1.000000 fi:0.123140. Ave ac:0.002882,0.006075
Initialization: 7.771000
Memcpy Classifiers: 0.587000
Memcpy Instances: 7.617000
Kernel 1: 0.023000
Kernel 2: 86.638000
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.001839 1.000000 fi:0.115652. Ave ac:0.003128,0.005908
Initialization: 6.982000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.840000
Kernel 1: 0.026000
Kernel 2: 86.944000
Copyback: 0.017000
Sum: 0.041000
It 19,Best ac:0.000788 1.000000 fi:0.120043. Ave ac:0.002846,0.005853
Initialization: 5.638000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.427000
Kernel 1: 0.023000
Kernel 2: 84.956001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001051 1.000000 fi:0.133334. Ave ac:0.002562,0.005185
Initialization: 5.562000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.812000
Kernel 1: 0.023000
Kernel 2: 83.740997
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000788 1.000000 fi:0.119693. Ave ac:0.003608,0.006534
Initialization: 5.530000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.372000
Kernel 1: 0.029000
Kernel 2: 86.608002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.002627 1.000000 fi:0.121052. Ave ac:0.003114,0.006697
Initialization: 7.803000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.849000
Kernel 1: 0.023000
Kernel 2: 83.427002
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.002627 0.833333 fi:0.294309. Ave ac:0.002546,0.004776
Initialization: 7.811000
Memcpy Classifiers: 0.573000
Memcpy Instances: 9.647000
Kernel 1: 0.023000
Kernel 2: 85.058998
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001313 1.000000 fi:0.118764. Ave ac:0.003662,0.005821
Initialization: 6.579000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.318000
Kernel 1: 0.032000
Kernel 2: 84.055000
Copyback: 0.018000
Sum: 0.027000
It 25,Best ac:0.000788 1.000000 fi:0.121300. Ave ac:0.003032,0.004823
Initialization: 6.468000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.670000
Kernel 1: 0.030000
Kernel 2: 83.664001
Copyback: 0.018000
Sum: 0.045000
It 26,Best ac:0.001576 1.000000 fi:0.117066. Ave ac:0.003102,0.005956
Initialization: 5.520000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.634000
Kernel 1: 0.023000
Kernel 2: 85.262001
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001576 1.000000 fi:0.120772. Ave ac:0.002483,0.004384
MDL Theory Length Weight: 0.7273544885 (10)
Initialization: 6.689000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.730000
Kernel 1: 0.023000
Kernel 2: 82.305000
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000788 1.000000 fi:0.117369. Ave ac:0.002439,0.005256
Initialization: 5.784000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.043000
Kernel 1: 0.033000
Kernel 2: 85.332001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.001051 1.000000 fi:0.119331. Ave ac:0.001829,0.003323
Initialization: 6.269000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.288000
Kernel 1: 0.023000
Kernel 2: 82.515999
Copyback: 0.018000
Sum: 0.039000
It 30,Best ac:0.000788 1.000000 fi:0.114826. Ave ac:0.002246,0.003789
Initialization: 7.033000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.504000
Kernel 1: 0.032000
Kernel 2: 79.629997
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001051 1.000000 fi:0.115443. Ave ac:0.002139,0.003838
Initialization: 7.216000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.580000
Kernel 1: 0.023000
Kernel 2: 82.719002
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001313 1.000000 fi:0.119512. Ave ac:0.001811,0.003503
Initialization: 6.286000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.425000
Kernel 1: 0.033000
Kernel 2: 82.410004
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001051 1.000000 fi:0.115560. Ave ac:0.002027,0.003687
Initialization: 28.680000
Memcpy Instances: 454.184998
Memcpy Classifiers: 0.089000
Kernel 1: 0.024000
Kernel 2: 562.237000
Copyback: 0.367000
Sum: 0.021000
Memcpy Classifiers: 0.124000
Kernel 1: 0.022000
Kernel 2: 562.866028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.085000
Kernel 1: 0.014000
Kernel 2: 555.369995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.085000
Kernel 1: 0.013000
Kernel 2: 542.939026
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.124000
Kernel 1: 0.023000
Kernel 2: 557.421021
Copyback: 0.017000
Sum: 0.006000
Memcpy Classifiers: 0.087000
Kernel 1: 0.016000
Kernel 2: 555.117004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.118000
Kernel 1: 0.014000
Kernel 2: 561.986023
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.123000
Kernel 1: 0.023000
Kernel 2: 545.458008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 534.700989
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000835 0.567857 fi:0.547831. Ave ac:0.002438,0.008538
Best acc 0.000835 0.567857
Rule:Att PSSM_-4_12 is [<-0.071903]|Att PSSM_-1_2 is [-6.117333,6.638513]|Att PSSM_-1_13 is [-2.299018,4.845714]|Att PSSM_0_4 is [<5.386013]|Att PSSM_0_12 is [<-3.949434]|Att PSSM_1_20 is [0.983749,5.487689]|Att PSSM_3_19 is [<4.670152]|Att PSSM_4_12 is [-6.292634,-1.217390]|1
Accuracy : 0.790383
0	1	
152488	11592	
37592	32966	
Removed 280 instances. 190080 Instances left. Acc of rule 0.000835-0.567857
Initialization: 7.317000
Memcpy Classifiers: 0.692000
Memcpy Instances: 10.683000
Kernel 1: 0.025000
Kernel 2: 94.830002
Copyback: 0.020000
Sum: 0.051000
Initial population average accuracy1:0.004939 accuracy2:0.195562
Initialization: 7.922000
Memcpy Classifiers: 0.857000
Memcpy Instances: 10.989000
Kernel 1: 0.022000
Kernel 2: 92.247002
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.000526 1.000000 fi:0.279257. Ave ac:0.004429,0.007249
Initialization: 8.223000
Memcpy Classifiers: 0.769000
Memcpy Instances: 9.826000
Kernel 1: 0.024000
Kernel 2: 92.888000
Copyback: 0.018000
Sum: 0.037000
It 1,Best ac:0.001052 0.800000 fi:0.299800. Ave ac:0.004264,0.007296
Initialization: 5.758000
Memcpy Classifiers: 0.840000
Memcpy Instances: 9.531000
Kernel 1: 0.023000
Kernel 2: 91.441002
Copyback: 0.016000
Sum: 0.025000
It 2,Best ac:0.000526 1.000000 fi:0.280215. Ave ac:0.004022,0.006359
Initialization: 6.177000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.603000
Kernel 1: 0.022000
Kernel 2: 91.168999
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.000789 1.000000 fi:0.099933. Ave ac:0.003039,0.006077
Initialization: 6.629000
Memcpy Classifiers: 0.639000
Memcpy Instances: 8.882000
Kernel 1: 0.032000
Kernel 2: 91.361000
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.001578 1.000000 fi:0.099533. Ave ac:0.003690,0.006914
Initialization: 6.604000
Memcpy Classifiers: 0.839000
Memcpy Instances: 10.252000
Kernel 1: 0.024000
Kernel 2: 92.035004
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.000789 1.000000 fi:0.099933. Ave ac:0.003625,0.005427
Initialization: 6.906000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.700000
Kernel 1: 0.023000
Kernel 2: 89.420998
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.001579 0.857143 fi:0.242390. Ave ac:0.003399,0.006188
Initialization: 6.070000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.146000
Kernel 1: 0.032000
Kernel 2: 89.478996
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001315 0.833333 fi:0.266332. Ave ac:0.003281,0.006139
Initialization: 6.616000
Memcpy Classifiers: 0.664000
Memcpy Instances: 9.324000
Kernel 1: 0.024000
Kernel 2: 89.579002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.001842 1.000000 fi:0.099400. Ave ac:0.002974,0.005290
Initialization: 5.605000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.061000
Kernel 1: 0.023000
Kernel 2: 89.103996
Copyback: 0.018000
Sum: 0.037000
It 9,Best ac:0.000789 1.000000 fi:0.099933. Ave ac:0.002824,0.005615
Iteration 10:MDL fitness activated
Error 0.099933 TL 0.041210
MDL Theory Length Weight: 0.8083177895 (2)
Initialization: 5.685000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.624000
Kernel 1: 0.023000
Kernel 2: 88.821999
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001315 0.833333 fi:0.289033. Ave ac:0.002362,0.004206
Initialization: 7.886000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.606000
Kernel 1: 0.021000
Kernel 2: 86.490997
Copyback: 0.019000
Sum: 0.039000
It 11,Best ac:0.000789 1.000000 fi:0.126082. Ave ac:0.002312,0.004744
Initialization: 7.977000
Memcpy Classifiers: 0.502000
Memcpy Instances: 8.374000
Kernel 1: 0.032000
Kernel 2: 87.905998
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.001052 1.000000 fi:0.128962. Ave ac:0.002524,0.006373
Initialization: 7.824000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.036000
Kernel 1: 0.024000
Kernel 2: 87.730003
Copyback: 0.019000
Sum: 0.040000
It 13,Best ac:0.000789 1.000000 fi:0.140442. Ave ac:0.002714,0.005528
Initialization: 5.469000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.551000
Kernel 1: 0.023000
Kernel 2: 88.568001
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001052 1.000000 fi:0.141808. Ave ac:0.002062,0.003967
Initialization: 7.557000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.600000
Kernel 1: 0.023000
Kernel 2: 90.142998
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.000789 1.000000 fi:0.123734. Ave ac:0.002560,0.005484
Initialization: 6.324000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.036000
Kernel 1: 0.023000
Kernel 2: 90.400002
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000789 1.000000 fi:0.127815. Ave ac:0.002302,0.003331
Initialization: 6.002000
Memcpy Classifiers: 0.775000
Memcpy Instances: 12.754000
Kernel 1: 0.026000
Kernel 2: 89.774002
Copyback: 0.018000
Sum: 0.038000
It 17,Best ac:0.000789 1.000000 fi:0.133844. Ave ac:0.001857,0.003415
Initialization: 5.596000
Memcpy Classifiers: 0.469000
Memcpy Instances: 11.152000
Kernel 1: 0.027000
Kernel 2: 88.148003
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001052 1.000000 fi:0.114979. Ave ac:0.002561,0.004639
Initialization: 6.661000
Memcpy Classifiers: 0.614000
Memcpy Instances: 8.525000
Kernel 1: 0.024000
Kernel 2: 87.624001
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001315 1.000000 fi:0.129932. Ave ac:0.002578,0.004084
Initialization: 6.087000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.541000
Kernel 1: 0.032000
Kernel 2: 88.079002
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.000789 1.000000 fi:0.126952. Ave ac:0.002044,0.003357
Initialization: 6.404000
Memcpy Classifiers: 0.818000
Memcpy Instances: 10.345000
Kernel 1: 0.024000
Kernel 2: 86.249001
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000789 1.000000 fi:0.133276. Ave ac:0.002258,0.004878
Initialization: 5.521000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.972000
Kernel 1: 0.032000
Kernel 2: 89.300003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001052 1.000000 fi:0.126575. Ave ac:0.002514,0.003988
Initialization: 5.830000
Memcpy Classifiers: 0.484000
Memcpy Instances: 10.371000
Kernel 1: 0.023000
Kernel 2: 90.526001
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000789 1.000000 fi:0.126082. Ave ac:0.002723,0.004221
Initialization: 6.571000
Memcpy Classifiers: 0.590000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 92.767998
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.001315 1.000000 fi:0.126711. Ave ac:0.001963,0.002266
Initialization: 5.602000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.565000
Kernel 1: 0.023000
Kernel 2: 91.364998
Copyback: 0.017000
Sum: 0.036000
It 25,Best ac:0.001578 1.000000 fi:0.122080. Ave ac:0.001562,0.002538
Initialization: 6.766000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.583000
Kernel 1: 0.023000
Kernel 2: 89.786003
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.000789 1.000000 fi:0.123181. Ave ac:0.001573,0.002710
Initialization: 5.568000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.569000
Kernel 1: 0.024000
Kernel 2: 88.801003
Copyback: 0.018000
Sum: 0.038000
It 27,Best ac:0.001052 1.000000 fi:0.129764. Ave ac:0.001875,0.003180
MDL Theory Length Weight: 0.7274860105 (10)
Initialization: 7.134000
Memcpy Classifiers: 0.496000
Memcpy Instances: 7.580000
Kernel 1: 0.024000
Kernel 2: 88.185997
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.001315 1.000000 fi:0.118720. Ave ac:0.001802,0.002643
Initialization: 6.281000
Memcpy Classifiers: 0.776000
Memcpy Instances: 11.516000
Kernel 1: 0.027000
Kernel 2: 86.944000
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001052 1.000000 fi:0.118931. Ave ac:0.001385,0.002167
Initialization: 5.607000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.560000
Kernel 1: 0.025000
Kernel 2: 84.908997
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.001052 1.000000 fi:0.133237. Ave ac:0.001410,0.001890
Initialization: 7.090000
Memcpy Classifiers: 0.712000
Memcpy Instances: 9.531000
Kernel 1: 0.033000
Kernel 2: 84.290001
Copyback: 0.018000
Sum: 0.041000
It 31,Best ac:0.000789 1.000000 fi:0.123547. Ave ac:0.002164,0.002400
Initialization: 6.536000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.022000
Kernel 1: 0.023000
Kernel 2: 87.554001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000789 1.000000 fi:0.118835. Ave ac:0.001757,0.002079
Initialization: 7.256000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.580000
Kernel 1: 0.023000
Kernel 2: 82.831001
Copyback: 0.016000
Sum: 0.032000
It 33,Best ac:0.001315 0.833333 fi:0.293450. Ave ac:0.002166,0.004285
Initialization: 32.840000
Memcpy Instances: 433.458008
Memcpy Classifiers: 0.116000
Kernel 1: 0.029000
Kernel 2: 578.275024
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.095000
Kernel 1: 0.014000
Kernel 2: 572.955994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 571.992004
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.113000
Kernel 1: 0.018000
Kernel 2: 576.252991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 581.715027
Copyback: 0.023000
Sum: 0.002000
Memcpy Classifiers: 0.135000
Kernel 1: 0.022000
Kernel 2: 583.625000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 577.060974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 600.085999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.099000
Kernel 1: 0.012000
Kernel 2: 549.461975
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001052 0.560224 fi:0.558630. Ave ac:0.002674,0.008223
Best acc 0.001052 0.560224
Initialization: 5.540000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.601000
Kernel 1: 0.025000
Kernel 2: 94.207001
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.004515 accuracy2:0.194289
Initialization: 6.495000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.608000
Kernel 1: 0.022000
Kernel 2: 94.853996
Copyback: 0.016000
Sum: 0.036000
It 0,Best ac:0.001841 0.875000 fi:0.224400. Ave ac:0.004696,0.008477
Initialization: 7.294000
Memcpy Classifiers: 0.707000
Memcpy Instances: 9.873000
Kernel 1: 0.024000
Kernel 2: 92.960999
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000526 1.000000 fi:0.280215. Ave ac:0.005032,0.007888
Initialization: 6.724000
Memcpy Classifiers: 0.665000
Memcpy Instances: 8.942000
Kernel 1: 0.027000
Kernel 2: 92.593002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000789 1.000000 fi:0.099933. Ave ac:0.004054,0.007069
Initialization: 5.896000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.340000
Kernel 1: 0.027000
Kernel 2: 90.751999
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.000526 1.000000 fi:0.279257. Ave ac:0.004149,0.007711
Initialization: 5.916000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.575000
Kernel 1: 0.023000
Kernel 2: 87.855003
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000526 1.000000 fi:0.280215. Ave ac:0.004204,0.007124
Initialization: 5.924000
Memcpy Classifiers: 0.808000
Memcpy Instances: 9.863000
Kernel 1: 0.022000
Kernel 2: 86.205002
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000789 1.000000 fi:0.099933. Ave ac:0.003743,0.006032
Initialization: 5.602000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.622000
Kernel 1: 0.023000
Kernel 2: 85.124001
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.000789 1.000000 fi:0.099933. Ave ac:0.003286,0.006013
Initialization: 5.545000
Memcpy Classifiers: 0.475000
Memcpy Instances: 7.728000
Kernel 1: 0.034000
Kernel 2: 86.945000
Copyback: 0.016000
Sum: 0.031000
It 7,Best ac:0.000789 1.000000 fi:0.099933. Ave ac:0.003042,0.006214
Initialization: 5.560000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.059000
Kernel 1: 0.023000
Kernel 2: 86.096001
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001315 1.000000 fi:0.099667. Ave ac:0.003316,0.005642
Initialization: 5.537000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.571000
Kernel 1: 0.024000
Kernel 2: 87.084999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001052 1.000000 fi:0.099800. Ave ac:0.002884,0.004517
Iteration 10:MDL fitness activated
Error 0.099800 TL 0.035573
MDL Theory Length Weight: 0.9351658137 (2)
Initialization: 6.706000
Memcpy Classifiers: 0.872000
Memcpy Instances: 11.635000
Kernel 1: 0.022000
Kernel 2: 85.246002
Copyback: 0.016000
Sum: 0.029000
It 10,Best ac:0.000789 1.000000 fi:0.132623. Ave ac:0.003326,0.005255
Initialization: 5.545000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.568000
Kernel 1: 0.024000
Kernel 2: 83.189003
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000526 1.000000 fi:0.299890. Ave ac:0.002802,0.005231
Initialization: 5.536000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.564000
Kernel 1: 0.024000
Kernel 2: 84.540001
Copyback: 0.018000
Sum: 0.031000
It 12,Best ac:0.000789 1.000000 fi:0.139252. Ave ac:0.002737,0.004794
Initialization: 5.565000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.573000
Kernel 1: 0.023000
Kernel 2: 87.286003
Copyback: 0.017000
Sum: 0.025000
It 13,Best ac:0.000789 1.000000 fi:0.129034. Ave ac:0.003418,0.006638
Initialization: 7.446000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.575000
Kernel 1: 0.024000
Kernel 2: 85.915001
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.001315 1.000000 fi:0.127952. Ave ac:0.002703,0.004611
Initialization: 5.558000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.868000
Kernel 1: 0.025000
Kernel 2: 85.679001
Copyback: 0.371000
Sum: 0.029000
It 15,Best ac:0.001052 1.000000 fi:0.126523. Ave ac:0.002589,0.004227
Initialization: 6.190000
Memcpy Classifiers: 0.431000
Memcpy Instances: 7.574000
Kernel 1: 0.023000
Kernel 2: 83.174004
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.000789 1.000000 fi:0.131881. Ave ac:0.002437,0.004112
Initialization: 7.007000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.845000
Kernel 1: 0.023000
Kernel 2: 83.539001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001052 1.000000 fi:0.132098. Ave ac:0.002374,0.003952
Initialization: 6.602000
Memcpy Classifiers: 0.807000
Memcpy Instances: 12.913000
Kernel 1: 0.026000
Kernel 2: 81.211998
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001578 1.000000 fi:0.128924. Ave ac:0.002220,0.003019
Initialization: 5.557000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.565000
Kernel 1: 0.024000
Kernel 2: 82.065002
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.000789 1.000000 fi:0.130074. Ave ac:0.001834,0.003335
Initialization: 7.390000
Memcpy Classifiers: 0.827000
Memcpy Instances: 10.432000
Kernel 1: 0.024000
Kernel 2: 84.573997
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.000789 1.000000 fi:0.118906. Ave ac:0.002380,0.003308
Initialization: 7.063000
Memcpy Classifiers: 0.743000
Memcpy Instances: 11.686000
Kernel 1: 0.024000
Kernel 2: 85.528000
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001052 1.000000 fi:0.119892. Ave ac:0.002620,0.003890
Initialization: 5.551000
Memcpy Classifiers: 0.511000
Memcpy Instances: 10.607000
Kernel 1: 0.022000
Kernel 2: 81.646004
Copyback: 0.018000
Sum: 0.042000
It 22,Best ac:0.001578 1.000000 fi:0.119299. Ave ac:0.002740,0.004196
Initialization: 5.543000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.560000
Kernel 1: 0.025000
Kernel 2: 84.877998
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000789 1.000000 fi:0.126533. Ave ac:0.002197,0.003187
Initialization: 5.531000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.566000
Kernel 1: 0.023000
Kernel 2: 84.176003
Copyback: 0.017000
Sum: 0.038000
It 24,Best ac:0.001315 1.000000 fi:0.119432. Ave ac:0.001467,0.002880
Initialization: 6.873000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.579000
Kernel 1: 0.024000
Kernel 2: 85.657997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001052 1.000000 fi:0.135028. Ave ac:0.001758,0.003363
Initialization: 5.575000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.569000
Kernel 1: 0.024000
Kernel 2: 87.482002
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001052 1.000000 fi:0.119892. Ave ac:0.002194,0.003521
Initialization: 5.559000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.593000
Kernel 1: 0.023000
Kernel 2: 87.858002
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.000789 1.000000 fi:0.128442. Ave ac:0.001770,0.002421
Initialization: 7.056000
Memcpy Classifiers: 0.664000
Memcpy Instances: 8.518000
Kernel 1: 0.033000
Kernel 2: 86.740997
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.001841 0.875000 fi:0.249284. Ave ac:0.002127,0.004754
Initialization: 6.553000
Memcpy Classifiers: 0.871000
Memcpy Instances: 11.932000
Kernel 1: 0.026000
Kernel 2: 86.260002
Copyback: 0.018000
Sum: 0.040000
It 29,Best ac:0.000789 1.000000 fi:0.133826. Ave ac:0.001738,0.002722
MDL Theory Length Weight: 0.8416492323 (10)
Initialization: 5.629000
Memcpy Classifiers: 0.490000
Memcpy Instances: 7.562000
Kernel 1: 0.024000
Kernel 2: 84.639000
Copyback: 0.017000
Sum: 0.038000
It 30,Best ac:0.000789 1.000000 fi:0.120099. Ave ac:0.002227,0.003545
Initialization: 5.537000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.559000
Kernel 1: 0.024000
Kernel 2: 85.086998
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000789 1.000000 fi:0.117640. Ave ac:0.002250,0.003038
Initialization: 5.555000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.586000
Kernel 1: 0.023000
Kernel 2: 85.038002
Copyback: 0.018000
Sum: 0.036000
It 32,Best ac:0.001315 1.000000 fi:0.128246. Ave ac:0.001951,0.003062
Initialization: 6.708000
Memcpy Classifiers: 0.680000
Memcpy Instances: 9.939000
Kernel 1: 0.025000
Kernel 2: 86.599998
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.000789 1.000000 fi:0.122094. Ave ac:0.001732,0.004959
Initialization: 29.007999
Memcpy Instances: 428.084015
Memcpy Classifiers: 0.096000
Kernel 1: 0.025000
Kernel 2: 569.929993
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.095000
Kernel 1: 0.014000
Kernel 2: 564.994995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.014000
Kernel 2: 583.262024
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.013000
Kernel 2: 576.119995
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.133000
Kernel 1: 0.022000
Kernel 2: 559.776978
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 577.236023
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 578.354980
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 592.646973
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.012000
Kernel 2: 552.379028
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001121 0.560526 fi:0.561400. Ave ac:0.001737,0.005806
Best acc 0.001121 0.560526
Rule:Att PSSM_-4_2 is [<3.544322]|Att PSSM_-3_10 is [>-3.810166]|Att PSSM_-3_11 is [-3.079351,5.119584]|Att PSSM_-2_11 is [<6.791351]|Att PSSM_-2_12 is [-6.514372,5.052646]|Att PSSM_-1_7 is [-5.365464,1.805509]|Att PSSM_-1_18 is [-2.779251,6.719061]|Att PSSM_0_2 is [<-1.568062]|Att PSSM_0_4 is [-7.962478,-4.358296]|Att PSSM_1_6 is [-5.735327,6.021308]|Att PSSM_1_8 is [<2.470345]|Att PSSM_1_18 is [-3.717391,7.717391]|1
Accuracy : 0.790580
0	1	
152321	11759	
37379	33179	
Removed 380 instances. 189700 Instances left. Acc of rule 0.001121-0.560526
Initialization: 8.061000
Memcpy Classifiers: 0.835000
Memcpy Instances: 9.845000
Kernel 1: 0.024000
Kernel 2: 93.802002
Copyback: 0.017000
Sum: 0.035000
Initial population average accuracy1:0.005115 accuracy2:0.188868
Initialization: 5.475000
Memcpy Classifiers: 0.606000
Memcpy Instances: 7.562000
Kernel 1: 0.023000
Kernel 2: 92.068001
Copyback: 0.017000
Sum: 0.028000
It 0,Best ac:0.001055 1.000000 fi:0.099796. Ave ac:0.005542,0.009596
Initialization: 7.237000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.570000
Kernel 1: 0.023000
Kernel 2: 92.521004
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.000527 1.000000 fi:0.275398. Ave ac:0.004921,0.008080
Initialization: 5.997000
Memcpy Classifiers: 0.872000
Memcpy Instances: 7.721000
Kernel 1: 0.025000
Kernel 2: 91.054001
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001318 0.833333 fi:0.266329. Ave ac:0.004807,0.008149
Initialization: 7.814000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.558000
Kernel 1: 0.023000
Kernel 2: 92.560997
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.000791 1.000000 fi:0.099931. Ave ac:0.005766,0.009923
Initialization: 7.728000
Memcpy Classifiers: 0.799000
Memcpy Instances: 10.612000
Kernel 1: 0.024000
Kernel 2: 92.107002
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.000791 1.000000 fi:0.099931. Ave ac:0.004889,0.007439
Initialization: 7.177000
Memcpy Classifiers: 0.903000
Memcpy Instances: 7.810000
Kernel 1: 0.023000
Kernel 2: 89.621002
Copyback: 0.018000
Sum: 0.038000
It 5,Best ac:0.000791 1.000000 fi:0.099931. Ave ac:0.004909,0.009165
Initialization: 6.198000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.589000
Kernel 1: 0.023000
Kernel 2: 89.419998
Copyback: 0.018000
Sum: 0.036000
It 6,Best ac:0.001055 1.000000 fi:0.099796. Ave ac:0.004587,0.008154
Initialization: 5.518000
Memcpy Classifiers: 0.569000
Memcpy Instances: 9.011000
Kernel 1: 0.032000
Kernel 2: 88.139999
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.000791 1.000000 fi:0.099931. Ave ac:0.003661,0.009481
Initialization: 6.247000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.836000
Kernel 1: 0.026000
Kernel 2: 88.383003
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.001581 1.000000 fi:0.099529. Ave ac:0.003502,0.007241
Initialization: 7.973000
Memcpy Classifiers: 0.629000
Memcpy Instances: 7.607000
Kernel 1: 0.023000
Kernel 2: 88.335999
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.001846 1.000000 fi:0.099393. Ave ac:0.002680,0.005255
Iteration 10:MDL fitness activated
Error 0.099393 TL 0.031477
MDL Theory Length Weight: 1.0525556859 (1)
Initialization: 6.356000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.201000
Kernel 1: 0.026000
Kernel 2: 85.139999
Copyback: 0.019000
Sum: 0.040000
It 10,Best ac:0.000791 1.000000 fi:0.135660. Ave ac:0.003104,0.006090
Initialization: 6.572000
Memcpy Classifiers: 0.570000
Memcpy Instances: 8.675000
Kernel 1: 0.033000
Kernel 2: 83.969002
Copyback: 0.018000
Sum: 0.030000
It 11,Best ac:0.000527 1.000000 fi:0.301061. Ave ac:0.003300,0.006897
Initialization: 5.695000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.730000
Kernel 1: 0.032000
Kernel 2: 83.697998
Copyback: 0.018000
Sum: 0.042000
It 12,Best ac:0.000791 1.000000 fi:0.140037. Ave ac:0.003096,0.005925
Initialization: 6.363000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.504000
Kernel 1: 0.033000
Kernel 2: 83.455002
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.000791 1.000000 fi:0.131848. Ave ac:0.003104,0.005607
Initialization: 7.563000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.822000
Kernel 1: 0.025000
Kernel 2: 79.703003
Copyback: 0.018000
Sum: 0.035000
It 14,Best ac:0.000791 1.000000 fi:0.141909. Ave ac:0.003005,0.006830
Initialization: 5.591000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.449000
Kernel 1: 0.031000
Kernel 2: 81.454002
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.000791 1.000000 fi:0.153734. Ave ac:0.003007,0.005726
Initialization: 6.346000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.809000
Kernel 1: 0.033000
Kernel 2: 79.178001
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.001054 1.000000 fi:0.139903. Ave ac:0.002894,0.005617
Initialization: 7.458000
Memcpy Classifiers: 0.683000
Memcpy Instances: 11.388000
Kernel 1: 0.026000
Kernel 2: 79.870003
Copyback: 0.018000
Sum: 0.036000
It 17,Best ac:0.000791 1.000000 fi:0.147192. Ave ac:0.002041,0.003490
Initialization: 7.575000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.451000
Kernel 1: 0.026000
Kernel 2: 78.403000
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.000791 1.000000 fi:0.139233. Ave ac:0.002729,0.006334
Initialization: 5.724000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.176000
Kernel 1: 0.022000
Kernel 2: 80.277000
Copyback: 0.346000
Sum: 0.029000
It 19,Best ac:0.000791 1.000000 fi:0.132920. Ave ac:0.002741,0.004333
Initialization: 5.969000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.838000
Kernel 1: 0.022000
Kernel 2: 78.892998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000791 1.000000 fi:0.127272. Ave ac:0.002169,0.003501
Initialization: 6.056000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.954000
Kernel 1: 0.024000
Kernel 2: 77.858002
Copyback: 0.018000
Sum: 0.034000
It 21,Best ac:0.001054 1.000000 fi:0.141520. Ave ac:0.002137,0.004632
Initialization: 5.534000
Memcpy Classifiers: 0.480000
Memcpy Instances: 10.815000
Kernel 1: 0.033000
Kernel 2: 79.588997
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001055 1.000000 fi:0.130261. Ave ac:0.002602,0.005907
Initialization: 7.762000
Memcpy Classifiers: 0.649000
Memcpy Instances: 10.503000
Kernel 1: 0.023000
Kernel 2: 79.709000
Copyback: 0.018000
Sum: 0.037000
It 23,Best ac:0.001054 1.000000 fi:0.140522. Ave ac:0.002209,0.004733
Initialization: 5.595000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.547000
Kernel 1: 0.024000
Kernel 2: 78.226997
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.000791 1.000000 fi:0.129315. Ave ac:0.002407,0.004690
Initialization: 6.401000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.527000
Kernel 1: 0.027000
Kernel 2: 78.940002
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.000791 1.000000 fi:0.129657. Ave ac:0.002783,0.007091
Initialization: 5.959000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.569000
Kernel 1: 0.024000
Kernel 2: 78.833000
Copyback: 0.018000
Sum: 0.030000
It 26,Best ac:0.000791 1.000000 fi:0.128601. Ave ac:0.003175,0.006072
Initialization: 7.442000
Memcpy Classifiers: 0.712000
Memcpy Instances: 10.541000
Kernel 1: 0.024000
Kernel 2: 78.426003
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001054 1.000000 fi:0.129221. Ave ac:0.002697,0.006423
Initialization: 5.594000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.871000
Kernel 1: 0.023000
Kernel 2: 78.635002
Copyback: 0.016000
Sum: 0.026000
It 28,Best ac:0.000791 1.000000 fi:0.129683. Ave ac:0.003047,0.006999
Initialization: 6.669000
Memcpy Classifiers: 0.582000
Memcpy Instances: 10.701000
Kernel 1: 0.024000
Kernel 2: 79.704002
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.001054 1.000000 fi:0.129220. Ave ac:0.002929,0.006361
MDL Theory Length Weight: 0.9473001173 (10)
Initialization: 5.706000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.464000
Kernel 1: 0.023000
Kernel 2: 81.374001
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.000791 1.000000 fi:0.125315. Ave ac:0.002644,0.005270
Initialization: 7.566000
Memcpy Classifiers: 0.712000
Memcpy Instances: 8.394000
Kernel 1: 0.032000
Kernel 2: 79.078003
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.000791 1.000000 fi:0.123763. Ave ac:0.002099,0.003976
Initialization: 6.869000
Memcpy Classifiers: 0.613000
Memcpy Instances: 8.639000
Kernel 1: 0.032000
Kernel 2: 80.636002
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.001318 1.000000 fi:0.122652. Ave ac:0.001969,0.003100
Initialization: 8.166000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.672000
Kernel 1: 0.023000
Kernel 2: 83.068001
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.000791 1.000000 fi:0.123952. Ave ac:0.002296,0.003686
Initialization: 28.617001
Memcpy Instances: 483.239990
Memcpy Classifiers: 0.080000
Kernel 1: 0.026000
Kernel 2: 558.992004
Copyback: 0.016000
Sum: 0.021000
Memcpy Classifiers: 0.119000
Kernel 1: 0.021000
Kernel 2: 547.958984
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 552.296021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.016000
Kernel 2: 566.398987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.015000
Kernel 2: 543.328003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 570.072021
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 582.560974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 564.719971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.120000
Kernel 1: 0.020000
Kernel 2: 520.812988
Copyback: 0.366000
Sum: 0.001000
It 34,Best ac:0.000975 0.545723 fi:0.580595. Ave ac:0.002216,0.007674
Best acc 0.000975 0.545723
Initialization: 6.771000
Memcpy Classifiers: 0.664000
Memcpy Instances: 10.732000
Kernel 1: 0.028000
Kernel 2: 93.166000
Copyback: 0.018000
Sum: 0.044000
Initial population average accuracy1:0.005484 accuracy2:0.191087
Initialization: 7.158000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.565000
Kernel 1: 0.023000
Kernel 2: 91.338997
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.001318 0.625000 fi:0.474663. Ave ac:0.005843,0.011517
Initialization: 6.229000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.422000
Kernel 1: 0.022000
Kernel 2: 91.264999
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.000527 1.000000 fi:0.275398. Ave ac:0.005299,0.008817
Initialization: 5.540000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.573000
Kernel 1: 0.023000
Kernel 2: 90.367996
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000791 1.000000 fi:0.099931. Ave ac:0.004707,0.007291
Initialization: 5.525000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.564000
Kernel 1: 0.024000
Kernel 2: 86.777000
Copyback: 0.016000
Sum: 0.035000
It 3,Best ac:0.001318 0.833333 fi:0.266330. Ave ac:0.005031,0.008593
Initialization: 5.617000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.555000
Kernel 1: 0.024000
Kernel 2: 88.375000
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.000791 1.000000 fi:0.099931. Ave ac:0.004997,0.009013
Initialization: 5.540000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.564000
Kernel 1: 0.024000
Kernel 2: 88.957001
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.001318 1.000000 fi:0.099663. Ave ac:0.004703,0.009790
Initialization: 5.530000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.555000
Kernel 1: 0.024000
Kernel 2: 88.532997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.000791 1.000000 fi:0.099931. Ave ac:0.004511,0.009067
Initialization: 5.532000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.559000
Kernel 1: 0.024000
Kernel 2: 88.471001
Copyback: 0.019000
Sum: 0.037000
It 7,Best ac:0.000527 1.000000 fi:0.275398. Ave ac:0.004075,0.008162
Initialization: 6.892000
Memcpy Classifiers: 0.457000
Memcpy Instances: 7.571000
Kernel 1: 0.023000
Kernel 2: 88.736000
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003427 0.866667 fi:0.231999. Ave ac:0.004019,0.008102
Initialization: 5.514000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.566000
Kernel 1: 0.024000
Kernel 2: 90.403000
Copyback: 0.017000
Sum: 0.025000
It 9,Best ac:0.001054 1.000000 fi:0.099797. Ave ac:0.003247,0.006263
Iteration 10:MDL fitness activated
Error 0.099797 TL 0.030063
MDL Theory Length Weight: 1.1065230038 (5)
Initialization: 5.613000
Memcpy Classifiers: 0.462000
Memcpy Instances: 7.568000
Kernel 1: 0.023000
Kernel 2: 90.290001
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.000791 1.000000 fi:0.152196. Ave ac:0.002704,0.005019
Initialization: 5.536000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.560000
Kernel 1: 0.023000
Kernel 2: 85.501999
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.001054 1.000000 fi:0.149905. Ave ac:0.002646,0.005000
Initialization: 6.630000
Memcpy Classifiers: 0.470000
Memcpy Instances: 10.791000
Kernel 1: 0.022000
Kernel 2: 85.130997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001318 0.833333 fi:0.295698. Ave ac:0.002872,0.006689
Initialization: 5.556000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.546000
Kernel 1: 0.023000
Kernel 2: 86.045998
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.001054 1.000000 fi:0.134194. Ave ac:0.002278,0.003387
Initialization: 5.547000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.591000
Kernel 1: 0.022000
Kernel 2: 82.370003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001054 1.000000 fi:0.138414. Ave ac:0.002368,0.006435
Initialization: 5.510000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.557000
Kernel 1: 0.025000
Kernel 2: 82.552002
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001055 1.000000 fi:0.131400. Ave ac:0.002682,0.007368
Initialization: 5.546000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.549000
Kernel 1: 0.023000
Kernel 2: 85.210999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000791 1.000000 fi:0.136209. Ave ac:0.002594,0.006139
Initialization: 5.553000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.545000
Kernel 1: 0.024000
Kernel 2: 85.786003
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.000791 1.000000 fi:0.135559. Ave ac:0.001863,0.003423
Initialization: 5.535000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.547000
Kernel 1: 0.023000
Kernel 2: 83.194000
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000791 1.000000 fi:0.136824. Ave ac:0.001084,0.002743
Initialization: 5.539000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.550000
Kernel 1: 0.023000
Kernel 2: 80.772003
Copyback: 0.016000
Sum: 0.030000
It 19,Best ac:0.001054 1.000000 fi:0.130148. Ave ac:0.002365,0.007226
Initialization: 5.550000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.215000
Kernel 1: 0.072000
Kernel 2: 79.484001
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.001055 1.000000 fi:0.130146. Ave ac:0.002441,0.005033
Initialization: 5.557000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.556000
Kernel 1: 0.023000
Kernel 2: 78.961998
Copyback: 0.016000
Sum: 0.028000
It 21,Best ac:0.001054 1.000000 fi:0.118564. Ave ac:0.002054,0.004111
Initialization: 5.527000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.578000
Kernel 1: 0.023000
Kernel 2: 77.877998
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000791 1.000000 fi:0.125775. Ave ac:0.002457,0.005239
Initialization: 7.863000
Memcpy Classifiers: 0.774000
Memcpy Instances: 8.142000
Kernel 1: 0.023000
Kernel 2: 77.962997
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001054 1.000000 fi:0.134741. Ave ac:0.002118,0.003941
Initialization: 5.543000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.550000
Kernel 1: 0.024000
Kernel 2: 77.672997
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.000791 1.000000 fi:0.131452. Ave ac:0.002242,0.003307
Initialization: 5.526000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.560000
Kernel 1: 0.023000
Kernel 2: 75.792000
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.001845 1.000000 fi:0.127067. Ave ac:0.002090,0.004351
Initialization: 5.606000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.555000
Kernel 1: 0.024000
Kernel 2: 75.853996
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000791 1.000000 fi:0.129147. Ave ac:0.001862,0.003868
Initialization: 5.571000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.552000
Kernel 1: 0.024000
Kernel 2: 74.260002
Copyback: 0.016000
Sum: 0.028000
It 27,Best ac:0.001318 0.833333 fi:0.292173. Ave ac:0.001423,0.005363
Initialization: 5.537000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.550000
Kernel 1: 0.023000
Kernel 2: 75.859001
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000791 1.000000 fi:0.128185. Ave ac:0.002863,0.007534
Initialization: 5.542000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.591000
Kernel 1: 0.023000
Kernel 2: 76.415001
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.000791 1.000000 fi:0.128185. Ave ac:0.002325,0.005440
Initialization: 5.541000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.563000
Kernel 1: 0.024000
Kernel 2: 76.581001
Copyback: 0.016000
Sum: 0.028000
It 30,Best ac:0.001318 1.000000 fi:0.120585. Ave ac:0.002163,0.004744
MDL Theory Length Weight: 0.9958707034 (10)
Initialization: 5.553000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.542000
Kernel 1: 0.024000
Kernel 2: 76.663002
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001582 1.000000 fi:0.112963. Ave ac:0.001630,0.002759
Initialization: 6.075000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.070000
Kernel 1: 0.023000
Kernel 2: 73.422997
Copyback: 0.016000
Sum: 0.029000
It 32,Best ac:0.000791 1.000000 fi:0.126197. Ave ac:0.001415,0.003051
Initialization: 5.555000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.565000
Kernel 1: 0.023000
Kernel 2: 75.987000
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.000791 1.000000 fi:0.122866. Ave ac:0.001471,0.003400
Initialization: 28.448000
Memcpy Instances: 379.665009
Memcpy Classifiers: 0.076000
Kernel 1: 0.027000
Kernel 2: 538.184998
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.074000
Kernel 1: 0.012000
Kernel 2: 509.436005
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 537.471008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 523.541016
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 514.581970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 529.315002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.012000
Kernel 2: 521.786011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 535.393005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 518.658997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000727 0.618834 fi:0.498019. Ave ac:0.002735,0.011695
Best acc 0.000727 0.618834
Rule:Att PSSM_-4_7 is [<-0.554547]|Att PSSM_-2_7 is [-5.761182,4.770669]|Att PSSM_-1_5 is [-5.503541,6.831460]|Att PSSM_0_1 is [3.010807,6.606817]|Att PSSM_0_6 is [<-1.296406]|Att PSSM_4_13 is [1.404680,10.999429]|1
Accuracy : 0.790805
0	1	
152236	11844	
37241	33317	
Removed 223 instances. 189477 Instances left. Acc of rule 0.000727-0.618834
Initialization: 7.124000
Memcpy Classifiers: 0.594000
Memcpy Instances: 7.536000
Kernel 1: 0.026000
Kernel 2: 92.582001
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005153 accuracy2:0.187498
Initialization: 5.556000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.540000
Kernel 1: 0.026000
Kernel 2: 93.274002
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.000528 1.000000 fi:0.273452. Ave ac:0.005281,0.011375
Initialization: 5.533000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.538000
Kernel 1: 0.024000
Kernel 2: 90.081001
Copyback: 0.016000
Sum: 0.034000
It 1,Best ac:0.001056 1.000000 fi:0.099794. Ave ac:0.005675,0.011437
Initialization: 5.529000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.572000
Kernel 1: 0.023000
Kernel 2: 89.818001
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000792 0.750000 fi:0.349930. Ave ac:0.005508,0.010288
Initialization: 5.531000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.547000
Kernel 1: 0.024000
Kernel 2: 88.362000
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.000528 1.000000 fi:0.273452. Ave ac:0.004640,0.008367
Initialization: 5.551000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.547000
Kernel 1: 0.024000
Kernel 2: 89.690002
Copyback: 0.018000
Sum: 0.044000
It 4,Best ac:0.000792 1.000000 fi:0.099929. Ave ac:0.004323,0.009869
Initialization: 5.561000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.533000
Kernel 1: 0.024000
Kernel 2: 87.889000
Copyback: 0.016000
Sum: 0.033000
It 5,Best ac:0.000792 1.000000 fi:0.099929. Ave ac:0.003863,0.007018
Initialization: 5.558000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.580000
Kernel 1: 0.023000
Kernel 2: 88.010002
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001319 1.000000 fi:0.099660. Ave ac:0.003814,0.006960
Initialization: 5.527000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.542000
Kernel 1: 0.024000
Kernel 2: 86.961998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001055 1.000000 fi:0.099795. Ave ac:0.004378,0.007376
Initialization: 5.552000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.552000
Kernel 1: 0.024000
Kernel 2: 83.833000
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.000792 1.000000 fi:0.099930. Ave ac:0.004819,0.008569
Initialization: 5.519000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.553000
Kernel 1: 0.024000
Kernel 2: 80.917000
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001055 1.000000 fi:0.099795. Ave ac:0.003590,0.006226
Iteration 10:MDL fitness activated
Error 0.099795 TL 0.028851
MDL Theory Length Weight: 1.1530062420 (4)
Initialization: 5.546000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.538000
Kernel 1: 0.024000
Kernel 2: 80.130997
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001319 0.833333 fi:0.294932. Ave ac:0.003721,0.007048
Initialization: 5.555000
Memcpy Classifiers: 0.477000
Memcpy Instances: 7.537000
Kernel 1: 0.024000
Kernel 2: 79.053001
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.000792 1.000000 fi:0.128083. Ave ac:0.003126,0.006302
Initialization: 5.535000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.540000
Kernel 1: 0.023000
Kernel 2: 79.688004
Copyback: 0.016000
Sum: 0.028000
It 12,Best ac:0.000792 1.000000 fi:0.161296. Ave ac:0.003612,0.007865
Initialization: 5.507000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.559000
Kernel 1: 0.024000
Kernel 2: 81.504997
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001056 1.000000 fi:0.150655. Ave ac:0.003547,0.007056
Initialization: 5.553000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.556000
Kernel 1: 0.023000
Kernel 2: 81.130997
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001056 1.000000 fi:0.120685. Ave ac:0.002857,0.004745
Initialization: 5.534000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.548000
Kernel 1: 0.024000
Kernel 2: 79.217003
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.001055 1.000000 fi:0.143736. Ave ac:0.002360,0.004451
Initialization: 5.549000
Memcpy Classifiers: 0.426000
Memcpy Instances: 11.001000
Kernel 1: 0.023000
Kernel 2: 79.431999
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.001056 1.000000 fi:0.124276. Ave ac:0.002726,0.004621
Initialization: 5.528000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.563000
Kernel 1: 0.024000
Kernel 2: 81.033997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.001055 1.000000 fi:0.131359. Ave ac:0.002418,0.004224
Initialization: 5.573000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.543000
Kernel 1: 0.023000
Kernel 2: 81.791000
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.000792 1.000000 fi:0.129307. Ave ac:0.002739,0.005488
Initialization: 5.556000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.558000
Kernel 1: 0.023000
Kernel 2: 82.096001
Copyback: 0.016000
Sum: 0.031000
It 19,Best ac:0.000528 1.000000 fi:0.317380. Ave ac:0.002595,0.004799
Initialization: 5.534000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.549000
Kernel 1: 0.023000
Kernel 2: 78.669998
Copyback: 0.016000
Sum: 0.028000
It 20,Best ac:0.001055 1.000000 fi:0.141265. Ave ac:0.002913,0.004280
Initialization: 5.571000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.545000
Kernel 1: 0.024000
Kernel 2: 79.088997
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001055 1.000000 fi:0.128233. Ave ac:0.003100,0.005250
Initialization: 5.544000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.548000
Kernel 1: 0.023000
Kernel 2: 81.375000
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.001056 1.000000 fi:0.136697. Ave ac:0.002571,0.005233
Initialization: 5.546000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.546000
Kernel 1: 0.024000
Kernel 2: 80.489998
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001056 1.000000 fi:0.124582. Ave ac:0.002843,0.005087
MDL Theory Length Weight: 1.0377056178 (10)
Initialization: 5.556000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.556000
Kernel 1: 0.024000
Kernel 2: 78.386002
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.000792 1.000000 fi:0.134117. Ave ac:0.002565,0.005261
Initialization: 5.552000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.062000
Kernel 1: 0.023000
Kernel 2: 79.512001
Copyback: 0.017000
Sum: 0.036000
It 25,Best ac:0.001055 1.000000 fi:0.125694. Ave ac:0.002858,0.004919
Initialization: 6.204000
Memcpy Classifiers: 0.607000
Memcpy Instances: 10.901000
Kernel 1: 0.025000
Kernel 2: 78.583000
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000792 1.000000 fi:0.132501. Ave ac:0.002495,0.004460
Initialization: 8.207000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.460000
Kernel 1: 0.022000
Kernel 2: 79.078003
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001319 1.000000 fi:0.136415. Ave ac:0.002613,0.003705
Initialization: 7.301000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.645000
Kernel 1: 0.023000
Kernel 2: 79.405998
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000792 1.000000 fi:0.128534. Ave ac:0.002873,0.006074
Initialization: 5.558000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.544000
Kernel 1: 0.024000
Kernel 2: 78.901001
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001055 1.000000 fi:0.120730. Ave ac:0.002226,0.003608
Initialization: 5.543000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.557000
Kernel 1: 0.024000
Kernel 2: 79.375999
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000792 1.000000 fi:0.123453. Ave ac:0.002816,0.006826
Initialization: 5.632000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.541000
Kernel 1: 0.024000
Kernel 2: 78.627998
Copyback: 0.018000
Sum: 0.038000
It 31,Best ac:0.001847 0.875000 fi:0.256253. Ave ac:0.002482,0.004890
Initialization: 5.532000
Memcpy Classifiers: 0.478000
Memcpy Instances: 9.047000
Kernel 1: 0.023000
Kernel 2: 80.106003
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.001055 1.000000 fi:0.125421. Ave ac:0.002661,0.005678
Initialization: 5.962000
Memcpy Classifiers: 0.450000
Memcpy Instances: 11.061000
Kernel 1: 0.026000
Kernel 2: 82.901001
Copyback: 0.018000
Sum: 0.040000
It 33,Best ac:0.000792 1.000000 fi:0.124679. Ave ac:0.003096,0.007065
Initialization: 30.931999
Memcpy Instances: 446.746002
Memcpy Classifiers: 0.093000
Kernel 1: 0.025000
Kernel 2: 574.179993
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.112000
Kernel 1: 0.017000
Kernel 2: 552.140015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.112000
Kernel 1: 0.016000
Kernel 2: 562.187988
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.091000
Kernel 1: 0.016000
Kernel 2: 568.539001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 560.557007
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.014000
Kernel 2: 560.534973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.014000
Kernel 2: 575.351990
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.133000
Kernel 1: 0.023000
Kernel 2: 561.909973
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.012000
Kernel 2: 522.443970
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000939 0.549383 fi:0.572504. Ave ac:0.002568,0.008323
Best acc 0.000939 0.549383
Initialization: 7.352000
Memcpy Classifiers: 0.739000
Memcpy Instances: 9.318000
Kernel 1: 0.025000
Kernel 2: 92.819000
Copyback: 0.018000
Sum: 0.044000
Initial population average accuracy1:0.005207 accuracy2:0.186181
Initialization: 7.774000
Memcpy Classifiers: 0.690000
Memcpy Instances: 10.665000
Kernel 1: 0.024000
Kernel 2: 93.779999
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.000792 1.000000 fi:0.099930. Ave ac:0.004401,0.007086
Initialization: 5.690000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.550000
Kernel 1: 0.023000
Kernel 2: 92.692001
Copyback: 0.018000
Sum: 0.039000
It 1,Best ac:0.000792 1.000000 fi:0.099930. Ave ac:0.003494,0.006347
Initialization: 7.979000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.549000
Kernel 1: 0.024000
Kernel 2: 91.053001
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.000792 1.000000 fi:0.099930. Ave ac:0.003011,0.005167
Initialization: 5.544000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.551000
Kernel 1: 0.023000
Kernel 2: 91.586998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000792 1.000000 fi:0.099930. Ave ac:0.002356,0.004562
Initialization: 5.458000
Memcpy Classifiers: 0.504000
Memcpy Instances: 9.975000
Kernel 1: 0.033000
Kernel 2: 90.025002
Copyback: 0.018000
Sum: 0.039000
It 4,Best ac:0.001847 1.000000 fi:0.099391. Ave ac:0.002847,0.004428
Initialization: 5.853000
Memcpy Classifiers: 0.698000
Memcpy Instances: 8.952000
Kernel 1: 0.023000
Kernel 2: 88.997002
Copyback: 0.018000
Sum: 0.037000
It 5,Best ac:0.000528 1.000000 fi:0.273452. Ave ac:0.002191,0.003377
Initialization: 5.658000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.117000
Kernel 1: 0.032000
Kernel 2: 89.095001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001583 1.000000 fi:0.099526. Ave ac:0.002405,0.004089
Initialization: 6.728000
Memcpy Classifiers: 0.480000
Memcpy Instances: 7.535000
Kernel 1: 0.025000
Kernel 2: 90.657997
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.001583 1.000000 fi:0.099526. Ave ac:0.002389,0.004074
Initialization: 6.224000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.909000
Kernel 1: 0.023000
Kernel 2: 88.997002
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.001055 1.000000 fi:0.099795. Ave ac:0.002536,0.003736
Initialization: 6.079000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.844000
Kernel 1: 0.024000
Kernel 2: 89.042999
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.001584 0.857143 fi:0.242382. Ave ac:0.002496,0.004227
Iteration 10:MDL fitness activated
Error 0.242382 TL 0.038012
MDL Theory Length Weight: 2.1254971306 (6)
Initialization: 5.559000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.209000
Kernel 1: 0.023000
Kernel 2: 88.292000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001055 1.000000 fi:0.191227. Ave ac:0.002217,0.003595
Initialization: 7.536000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.575000
Kernel 1: 0.025000
Kernel 2: 90.537003
Copyback: 0.018000
Sum: 0.044000
It 11,Best ac:0.001055 1.000000 fi:0.189667. Ave ac:0.003039,0.005491
Initialization: 5.518000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.315000
Kernel 1: 0.027000
Kernel 2: 89.207001
Copyback: 0.019000
Sum: 0.044000
It 12,Best ac:0.000792 1.000000 fi:0.179430. Ave ac:0.002913,0.004967
Initialization: 6.054000
Memcpy Classifiers: 0.494000
Memcpy Instances: 7.560000
Kernel 1: 0.023000
Kernel 2: 92.098000
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.001056 1.000000 fi:0.188358. Ave ac:0.002934,0.005250
Initialization: 7.881000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.547000
Kernel 1: 0.023000
Kernel 2: 90.058998
Copyback: 0.017000
Sum: 0.038000
It 14,Best ac:0.000792 1.000000 fi:0.179159. Ave ac:0.002704,0.005929
Initialization: 7.075000
Memcpy Classifiers: 0.690000
Memcpy Instances: 10.137000
Kernel 1: 0.024000
Kernel 2: 91.823997
Copyback: 0.018000
Sum: 0.040000
It 15,Best ac:0.000792 1.000000 fi:0.177881. Ave ac:0.002042,0.003881
Initialization: 6.616000
Memcpy Classifiers: 0.614000
Memcpy Instances: 8.345000
Kernel 1: 0.024000
Kernel 2: 92.728996
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000792 1.000000 fi:0.183147. Ave ac:0.001636,0.002388
Initialization: 5.823000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.538000
Kernel 1: 0.023000
Kernel 2: 92.971001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001319 1.000000 fi:0.177738. Ave ac:0.002283,0.004755
Initialization: 5.758000
Memcpy Classifiers: 0.454000
Memcpy Instances: 11.074000
Kernel 1: 0.023000
Kernel 2: 91.058998
Copyback: 0.018000
Sum: 0.037000
It 18,Best ac:0.000792 1.000000 fi:0.151872. Ave ac:0.002336,0.004303
Initialization: 5.547000
Memcpy Classifiers: 0.493000
Memcpy Instances: 8.681000
Kernel 1: 0.031000
Kernel 2: 89.439003
Copyback: 0.018000
Sum: 0.041000
It 19,Best ac:0.000792 1.000000 fi:0.196885. Ave ac:0.002329,0.003747
Initialization: 5.845000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.336000
Kernel 1: 0.023000
Kernel 2: 89.069000
Copyback: 0.017000
Sum: 0.037000
It 20,Best ac:0.000792 1.000000 fi:0.186557. Ave ac:0.002819,0.004459
Initialization: 5.689000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.394000
Kernel 1: 0.023000
Kernel 2: 88.219002
Copyback: 0.018000
Sum: 0.036000
It 21,Best ac:0.001055 1.000000 fi:0.165637. Ave ac:0.002600,0.004458
Initialization: 5.542000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.533000
Kernel 1: 0.024000
Kernel 2: 88.037003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001584 1.000000 fi:0.160741. Ave ac:0.002418,0.003910
Initialization: 7.610000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.567000
Kernel 1: 0.023000
Kernel 2: 88.206001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000792 1.000000 fi:0.173029. Ave ac:0.002245,0.003024
Initialization: 6.586000
Memcpy Classifiers: 0.590000
Memcpy Instances: 8.772000
Kernel 1: 0.031000
Kernel 2: 87.628998
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.000792 1.000000 fi:0.170528. Ave ac:0.002512,0.003846
Initialization: 5.556000
Memcpy Classifiers: 0.425000
Memcpy Instances: 10.960000
Kernel 1: 0.023000
Kernel 2: 83.667000
Copyback: 0.370000
Sum: 0.028000
It 25,Best ac:0.000792 1.000000 fi:0.169579. Ave ac:0.002229,0.003555
Initialization: 7.862000
Memcpy Classifiers: 0.519000
Memcpy Instances: 7.571000
Kernel 1: 0.023000
Kernel 2: 85.908997
Copyback: 0.018000
Sum: 0.036000
It 26,Best ac:0.001055 1.000000 fi:0.151920. Ave ac:0.003022,0.004758
Initialization: 5.457000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.562000
Kernel 1: 0.023000
Kernel 2: 86.203003
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.000792 1.000000 fi:0.163614. Ave ac:0.002689,0.003834
MDL Theory Length Weight: 1.9129474175 (10)
Initialization: 7.199000
Memcpy Classifiers: 0.682000
Memcpy Instances: 8.169000
Kernel 1: 0.022000
Kernel 2: 86.275002
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.002376 1.000000 fi:0.163661. Ave ac:0.002595,0.003818
Initialization: 7.290000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.696000
Kernel 1: 0.023000
Kernel 2: 85.876999
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.000792 1.000000 fi:0.164951. Ave ac:0.002674,0.004064
Initialization: 6.286000
Memcpy Classifiers: 0.381000
Memcpy Instances: 10.549000
Kernel 1: 0.022000
Kernel 2: 85.459999
Copyback: 0.018000
Sum: 0.039000
It 30,Best ac:0.001055 1.000000 fi:0.149497. Ave ac:0.003193,0.005451
Initialization: 6.828000
Memcpy Classifiers: 0.515000
Memcpy Instances: 8.526000
Kernel 1: 0.024000
Kernel 2: 85.202003
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000792 1.000000 fi:0.145479. Ave ac:0.003356,0.005238
Initialization: 8.179000
Memcpy Classifiers: 0.644000
Memcpy Instances: 10.660000
Kernel 1: 0.024000
Kernel 2: 86.109001
Copyback: 0.018000
Sum: 0.038000
It 32,Best ac:0.000792 1.000000 fi:0.164899. Ave ac:0.002680,0.004493
Initialization: 6.603000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.923000
Kernel 1: 0.032000
Kernel 2: 84.778999
Copyback: 0.018000
Sum: 0.040000
It 33,Best ac:0.000792 1.000000 fi:0.156119. Ave ac:0.002953,0.004448
Initialization: 31.747000
Memcpy Instances: 426.553986
Memcpy Classifiers: 0.080000
Kernel 1: 0.025000
Kernel 2: 572.047974
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 569.335022
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.100000
Kernel 1: 0.024000
Kernel 2: 589.512024
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.017000
Kernel 2: 575.056030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.100000
Kernel 1: 0.017000
Kernel 2: 600.331970
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.118000
Kernel 1: 0.022000
Kernel 2: 588.802979
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.118000
Kernel 1: 0.021000
Kernel 2: 575.971985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 587.392029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.085000
Kernel 1: 0.013000
Kernel 2: 549.367981
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000961 0.587097 fi:0.577717. Ave ac:0.002234,0.006929
Best acc 0.000961 0.587097
Rule:Att PSSM_-2_10 is [<7.652009]|Att PSSM_-2_15 is [-5.783410,-0.216590]|Att PSSM_-1_10 is [>-0.830847]|Att PSSM_0_4 is [-7.766635,0.106247]|Att PSSM_0_12 is [-5.586223,-1.685327]|Att PSSM_1_15 is [<-0.263498]|Att PSSM_1_16 is [-0.663605,4.301128]|Att PSSM_2_12 is [-6.002671,-1.997329]|Att PSSM_2_16 is [<3.261825]|Att PSSM_3_12 is [<-1.355241]|Att PSSM_4_7 is [<-1.932684]|Att PSSM_4_19 is [-5.084920,7.231434]|1
Accuracy : 0.791036
0	1	
152108	11972	
37059	33499	
Removed 310 instances. 189167 Instances left. Acc of rule 0.000961-0.587097
Initialization: 5.796000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.959000
Kernel 1: 0.023000
Kernel 2: 93.960999
Copyback: 0.018000
Sum: 0.053000
Initial population average accuracy1:0.005009 accuracy2:0.200300
Initialization: 5.581000
Memcpy Classifiers: 0.539000
Memcpy Instances: 9.686000
Kernel 1: 0.023000
Kernel 2: 93.473000
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.000793 1.000000 fi:0.099927. Ave ac:0.004357,0.008302
Initialization: 5.731000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.226000
Kernel 1: 0.023000
Kernel 2: 92.314003
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000529 1.000000 fi:0.270515. Ave ac:0.004857,0.009559
Initialization: 5.544000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.015000
Kernel 1: 0.024000
Kernel 2: 94.009003
Copyback: 0.018000
Sum: 0.039000
It 2,Best ac:0.001322 0.833333 fi:0.266323. Ave ac:0.004997,0.009083
Initialization: 6.969000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.363000
Kernel 1: 0.025000
Kernel 2: 89.553001
Copyback: 0.018000
Sum: 0.041000
It 3,Best ac:0.000529 1.000000 fi:0.269530. Ave ac:0.005356,0.010714
Initialization: 8.025000
Memcpy Classifiers: 0.780000
Memcpy Instances: 8.004000
Kernel 1: 0.023000
Kernel 2: 89.830002
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.000793 1.000000 fi:0.099928. Ave ac:0.007112,0.013912
Initialization: 5.473000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.546000
Kernel 1: 0.024000
Kernel 2: 88.994003
Copyback: 0.018000
Sum: 0.040000
It 5,Best ac:0.000793 1.000000 fi:0.099928. Ave ac:0.007340,0.012305
Initialization: 6.267000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.538000
Kernel 1: 0.023000
Kernel 2: 87.337997
Copyback: 0.016000
Sum: 0.033000
It 6,Best ac:0.001057 1.000000 fi:0.099792. Ave ac:0.006975,0.011899
Initialization: 6.468000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.152000
Kernel 1: 0.022000
Kernel 2: 82.251999
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000793 1.000000 fi:0.099927. Ave ac:0.004362,0.006930
Initialization: 6.551000
Memcpy Classifiers: 0.565000
Memcpy Instances: 7.867000
Kernel 1: 0.024000
Kernel 2: 81.391998
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.000793 1.000000 fi:0.099927. Ave ac:0.004392,0.007071
Initialization: 5.611000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.433000
Kernel 1: 0.024000
Kernel 2: 81.578003
Copyback: 0.016000
Sum: 0.027000
It 9,Best ac:0.001322 1.000000 fi:0.099657. Ave ac:0.003998,0.006032
Iteration 10:MDL fitness activated
Error 0.099657 TL 0.038992
MDL Theory Length Weight: 0.8519358996 (1)
Initialization: 5.516000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.538000
Kernel 1: 0.022000
Kernel 2: 84.286003
Copyback: 0.016000
Sum: 0.033000
It 10,Best ac:0.001057 1.000000 fi:0.126953. Ave ac:0.003602,0.006174
Initialization: 5.514000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.530000
Kernel 1: 0.023000
Kernel 2: 82.584999
Copyback: 0.017000
Sum: 0.025000
It 11,Best ac:0.000793 1.000000 fi:0.126174. Ave ac:0.003188,0.005224
Initialization: 5.538000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.522000
Kernel 1: 0.024000
Kernel 2: 82.938004
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001057 1.000000 fi:0.116884. Ave ac:0.002003,0.003304
Initialization: 5.763000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.558000
Kernel 1: 0.023000
Kernel 2: 78.568001
Copyback: 0.018000
Sum: 0.041000
It 13,Best ac:0.001057 1.000000 fi:0.120765. Ave ac:0.002399,0.004341
Initialization: 6.200000
Memcpy Classifiers: 0.454000
Memcpy Instances: 10.365000
Kernel 1: 0.025000
Kernel 2: 80.322998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.000793 1.000000 fi:0.125574. Ave ac:0.003112,0.004985
Initialization: 6.595000
Memcpy Classifiers: 0.650000
Memcpy Instances: 8.141000
Kernel 1: 0.023000
Kernel 2: 78.477997
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000529 1.000000 fi:0.294965. Ave ac:0.003195,0.005591
Initialization: 6.105000
Memcpy Classifiers: 0.375000
Memcpy Instances: 10.298000
Kernel 1: 0.023000
Kernel 2: 77.285004
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001057 1.000000 fi:0.122360. Ave ac:0.003273,0.005598
Initialization: 7.031000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.324000
Kernel 1: 0.033000
Kernel 2: 78.544998
Copyback: 0.018000
Sum: 0.030000
It 17,Best ac:0.001322 1.000000 fi:0.125025. Ave ac:0.002681,0.006284
Initialization: 7.622000
Memcpy Classifiers: 0.361000
Memcpy Instances: 11.336000
Kernel 1: 0.027000
Kernel 2: 75.047997
Copyback: 0.018000
Sum: 0.036000
It 18,Best ac:0.000793 1.000000 fi:0.123111. Ave ac:0.002752,0.005118
Initialization: 5.523000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.530000
Kernel 1: 0.024000
Kernel 2: 77.019997
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000793 1.000000 fi:0.116684. Ave ac:0.002499,0.004296
Initialization: 5.736000
Memcpy Classifiers: 0.605000
Memcpy Instances: 7.729000
Kernel 1: 0.023000
Kernel 2: 75.324997
Copyback: 0.019000
Sum: 0.078000
It 20,Best ac:0.000793 1.000000 fi:0.128004. Ave ac:0.003221,0.005475
Initialization: 5.595000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.052000
Kernel 1: 0.023000
Kernel 2: 74.019997
Copyback: 0.018000
Sum: 0.038000
It 21,Best ac:0.000793 1.000000 fi:0.119350. Ave ac:0.002251,0.003580
Initialization: 6.538000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.258000
Kernel 1: 0.023000
Kernel 2: 74.585999
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000793 1.000000 fi:0.119436. Ave ac:0.002261,0.004837
Initialization: 7.571000
Memcpy Classifiers: 0.609000
Memcpy Instances: 10.773000
Kernel 1: 0.027000
Kernel 2: 75.797997
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.000793 1.000000 fi:0.118164. Ave ac:0.003172,0.005541
Initialization: 5.977000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.374000
Kernel 1: 0.032000
Kernel 2: 78.085999
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.001850 1.000000 fi:0.112696. Ave ac:0.003845,0.007824
Initialization: 6.451000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.605000
Kernel 1: 0.023000
Kernel 2: 78.586998
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.001057 1.000000 fi:0.115638. Ave ac:0.003887,0.008760
Initialization: 7.305000
Memcpy Classifiers: 0.648000
Memcpy Instances: 8.168000
Kernel 1: 0.024000
Kernel 2: 79.109001
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.000793 1.000000 fi:0.112733. Ave ac:0.003818,0.010323
Initialization: 6.390000
Memcpy Classifiers: 0.520000
Memcpy Instances: 10.125000
Kernel 1: 0.024000
Kernel 2: 77.182999
Copyback: 0.018000
Sum: 0.038000
It 27,Best ac:0.000793 1.000000 fi:0.127373. Ave ac:0.002510,0.006335
Initialization: 5.573000
Memcpy Classifiers: 0.351000
Memcpy Instances: 10.872000
Kernel 1: 0.024000
Kernel 2: 75.693001
Copyback: 0.369000
Sum: 0.035000
It 28,Best ac:0.000793 1.000000 fi:0.114781. Ave ac:0.004771,0.010358
Initialization: 5.542000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.592000
Kernel 1: 0.023000
Kernel 2: 73.459999
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.000793 1.000000 fi:0.132742. Ave ac:0.005436,0.011694
Initialization: 8.088000
Memcpy Classifiers: 0.558000
Memcpy Instances: 9.954000
Kernel 1: 0.025000
Kernel 2: 73.751999
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.000793 1.000000 fi:0.123111. Ave ac:0.005848,0.009882
Initialization: 5.592000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.593000
Kernel 1: 0.023000
Kernel 2: 73.755997
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.000793 1.000000 fi:0.116720. Ave ac:0.006214,0.009615
Initialization: 6.033000
Memcpy Classifiers: 0.351000
Memcpy Instances: 11.605000
Kernel 1: 0.024000
Kernel 2: 74.151001
Copyback: 0.020000
Sum: 0.034000
It 32,Best ac:0.000793 1.000000 fi:0.123608. Ave ac:0.005007,0.008659
Initialization: 5.978000
Memcpy Classifiers: 0.567000
Memcpy Instances: 7.557000
Kernel 1: 0.023000
Kernel 2: 71.785004
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.000793 1.000000 fi:0.122726. Ave ac:0.004717,0.008606
MDL Theory Length Weight: 0.7667423097 (10)
Initialization: 32.230999
Memcpy Instances: 424.865997
Memcpy Classifiers: 0.120000
Kernel 1: 0.032000
Kernel 2: 516.135986
Copyback: 0.015000
Sum: 0.019000
Memcpy Classifiers: 0.102000
Kernel 1: 0.017000
Kernel 2: 521.221985
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.118000
Kernel 1: 0.022000
Kernel 2: 519.549011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 513.306030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 497.136993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.016000
Kernel 2: 513.802002
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.118000
Kernel 1: 0.021000
Kernel 2: 518.965027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 522.492004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.086000
Kernel 1: 0.013000
Kernel 2: 491.500000
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000640 0.523810 fi:0.607650. Ave ac:0.004037,0.013373
Best acc 0.000640 0.523810
Initialization: 5.501000
Memcpy Classifiers: 0.612000
Memcpy Instances: 7.526000
Kernel 1: 0.025000
Kernel 2: 92.694000
Copyback: 0.372000
Sum: 0.040000
Initial population average accuracy1:0.004948 accuracy2:0.182926
Initialization: 5.521000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.530000
Kernel 1: 0.023000
Kernel 2: 94.144997
Copyback: 0.016000
Sum: 0.044000
It 0,Best ac:0.001322 0.833333 fi:0.266323. Ave ac:0.005158,0.008702
Initialization: 5.554000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.535000
Kernel 1: 0.023000
Kernel 2: 92.522003
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.000529 1.000000 fi:0.269530. Ave ac:0.004896,0.007651
Initialization: 5.521000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.534000
Kernel 1: 0.023000
Kernel 2: 92.216003
Copyback: 0.016000
Sum: 0.027000
It 2,Best ac:0.000529 1.000000 fi:0.269530. Ave ac:0.004194,0.007726
Initialization: 5.521000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.546000
Kernel 1: 0.024000
Kernel 2: 93.321999
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.001321 0.833333 fi:0.266323. Ave ac:0.004651,0.008337
Initialization: 5.546000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.522000
Kernel 1: 0.023000
Kernel 2: 92.427002
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.001322 1.000000 fi:0.099657. Ave ac:0.004505,0.007861
Initialization: 5.525000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.525000
Kernel 1: 0.023000
Kernel 2: 93.245003
Copyback: 0.020000
Sum: 0.039000
It 5,Best ac:0.000793 1.000000 fi:0.099927. Ave ac:0.003714,0.006768
Initialization: 5.531000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.534000
Kernel 1: 0.025000
Kernel 2: 93.856003
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.001321 1.000000 fi:0.099657. Ave ac:0.002985,0.005853
Initialization: 5.533000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.537000
Kernel 1: 0.023000
Kernel 2: 93.607002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001586 1.000000 fi:0.099521. Ave ac:0.002830,0.005480
Initialization: 5.543000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.134000
Kernel 1: 0.024000
Kernel 2: 93.362999
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.000793 1.000000 fi:0.099927. Ave ac:0.002534,0.004831
Initialization: 5.544000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.529000
Kernel 1: 0.024000
Kernel 2: 90.134003
Copyback: 0.017000
Sum: 0.025000
It 9,Best ac:0.000529 1.000000 fi:0.270515. Ave ac:0.002374,0.006635
Iteration 10:MDL fitness activated
Error 0.270515 TL 0.034029
MDL Theory Length Weight: 2.6498112825 (3)
Initialization: 5.529000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.549000
Kernel 1: 0.025000
Kernel 2: 88.802002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001057 1.000000 fi:0.208550. Ave ac:0.003153,0.006729
Initialization: 5.692000
Memcpy Classifiers: 0.476000
Memcpy Instances: 7.563000
Kernel 1: 0.025000
Kernel 2: 88.586998
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.000793 1.000000 fi:0.181946. Ave ac:0.002343,0.003868
Initialization: 5.503000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.529000
Kernel 1: 0.023000
Kernel 2: 87.952003
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.001057 1.000000 fi:0.161323. Ave ac:0.002927,0.005231
Initialization: 5.546000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.541000
Kernel 1: 0.024000
Kernel 2: 87.723000
Copyback: 0.016000
Sum: 0.031000
It 13,Best ac:0.001586 1.000000 fi:0.159218. Ave ac:0.002714,0.005141
Initialization: 5.555000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.531000
Kernel 1: 0.024000
Kernel 2: 85.441002
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001057 1.000000 fi:0.211642. Ave ac:0.002173,0.004619
Initialization: 5.543000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.533000
Kernel 1: 0.024000
Kernel 2: 86.095001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.000793 1.000000 fi:0.187478. Ave ac:0.002641,0.004203
Initialization: 5.549000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.529000
Kernel 1: 0.023000
Kernel 2: 84.900002
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001057 1.000000 fi:0.197908. Ave ac:0.002838,0.005097
Initialization: 5.538000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.547000
Kernel 1: 0.023000
Kernel 2: 81.947998
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.001057 1.000000 fi:0.137598. Ave ac:0.002933,0.005145
Initialization: 5.510000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.542000
Kernel 1: 0.024000
Kernel 2: 79.057999
Copyback: 0.016000
Sum: 0.033000
It 18,Best ac:0.001057 1.000000 fi:0.204544. Ave ac:0.002365,0.004603
Initialization: 5.610000
Memcpy Classifiers: 0.497000
Memcpy Instances: 7.529000
Kernel 1: 0.025000
Kernel 2: 78.846001
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001850 1.000000 fi:0.182337. Ave ac:0.002871,0.005095
Initialization: 5.520000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.532000
Kernel 1: 0.024000
Kernel 2: 77.843002
Copyback: 0.016000
Sum: 0.029000
It 20,Best ac:0.002379 1.000000 fi:0.162248. Ave ac:0.003301,0.006696
Initialization: 5.525000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.555000
Kernel 1: 0.023000
Kernel 2: 81.496002
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.000793 1.000000 fi:0.187094. Ave ac:0.003608,0.008084
Initialization: 5.510000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.536000
Kernel 1: 0.024000
Kernel 2: 80.009003
Copyback: 0.016000
Sum: 0.025000
It 22,Best ac:0.000793 1.000000 fi:0.166367. Ave ac:0.003071,0.005518
Initialization: 5.547000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.526000
Kernel 1: 0.025000
Kernel 2: 80.833000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.000529 1.000000 fi:0.351353. Ave ac:0.003388,0.007464
Initialization: 5.531000
Memcpy Classifiers: 0.503000
Memcpy Instances: 7.545000
Kernel 1: 0.024000
Kernel 2: 83.390999
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001057 1.000000 fi:0.159489. Ave ac:0.002474,0.004195
Initialization: 5.486000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.537000
Kernel 1: 0.024000
Kernel 2: 82.402000
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000793 1.000000 fi:0.161038. Ave ac:0.002476,0.004304
Initialization: 5.529000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.533000
Kernel 1: 0.024000
Kernel 2: 81.271004
Copyback: 0.016000
Sum: 0.029000
It 26,Best ac:0.000793 1.000000 fi:0.181338. Ave ac:0.002849,0.006080
MDL Theory Length Weight: 2.3848301542 (10)
Initialization: 5.558000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.537000
Kernel 1: 0.024000
Kernel 2: 80.244003
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001321 1.000000 fi:0.146924. Ave ac:0.003182,0.005183
Initialization: 5.530000
Memcpy Classifiers: 0.494000
Memcpy Instances: 7.529000
Kernel 1: 0.024000
Kernel 2: 80.147003
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.001057 1.000000 fi:0.150828. Ave ac:0.002311,0.004125
Initialization: 5.516000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.548000
Kernel 1: 0.023000
Kernel 2: 77.696999
Copyback: 0.016000
Sum: 0.031000
It 29,Best ac:0.001322 1.000000 fi:0.152976. Ave ac:0.002856,0.005682
Initialization: 5.526000
Memcpy Classifiers: 0.405000
Memcpy Instances: 7.535000
Kernel 1: 0.024000
Kernel 2: 75.915001
Copyback: 0.016000
Sum: 0.031000
It 30,Best ac:0.001057 1.000000 fi:0.152085. Ave ac:0.002032,0.003496
Initialization: 5.463000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.527000
Kernel 1: 0.024000
Kernel 2: 80.417000
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.002115 1.000000 fi:0.149815. Ave ac:0.002262,0.004087
Initialization: 5.539000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.524000
Kernel 1: 0.023000
Kernel 2: 79.966003
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001057 1.000000 fi:0.151809. Ave ac:0.002096,0.005336
Initialization: 5.521000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.535000
Kernel 1: 0.023000
Kernel 2: 82.947998
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001322 1.000000 fi:0.151950. Ave ac:0.003297,0.006804
Initialization: 28.474001
Memcpy Instances: 367.886993
Memcpy Classifiers: 0.085000
Kernel 1: 0.029000
Kernel 2: 545.638977
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 549.013000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 560.043030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 553.755981
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 544.857971
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 507.341003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 539.398987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 519.357971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 525.466980
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.000782 0.580392 fi:0.592810. Ave ac:0.001958,0.006154
Best acc 0.000782 0.580392
Rule:Att PSSM_-4_18 is [-7.801025,1.801025]|Att PSSM_-3_6 is [-4.740235,4.850486]|Att PSSM_-1_5 is [0.837429,4.138832]|Att PSSM_0_7 is [<-2.780769]|Att PSSM_0_15 is [-6.191548,5.033626]|Att PSSM_0_20 is [-3.518376,4.621727]|Att PSSM_1_7 is [<-1.494002]|Att PSSM_1_13 is [<3.313672]|Att PSSM_1_18 is [-4.665534,-1.308091]|Att PSSM_4_4 is [-6.386094,2.817101]|1
Accuracy : 0.791210
0	1	
152001	12079	
36911	33647	
Removed 255 instances. 188912 Instances left. Acc of rule 0.000782-0.580392
Initialization: 5.531000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.622000
Kernel 1: 0.025000
Kernel 2: 95.315002
Copyback: 0.020000
Sum: 0.060000
Initial population average accuracy1:0.005255 accuracy2:0.181008
Initialization: 7.034000
Memcpy Classifiers: 0.939000
Memcpy Instances: 10.044000
Kernel 1: 0.024000
Kernel 2: 94.182999
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.000794 1.000000 fi:0.099926. Ave ac:0.005548,0.010565
Initialization: 5.571000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.516000
Kernel 1: 0.024000
Kernel 2: 96.490997
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.001059 0.666667 fi:0.433123. Ave ac:0.005540,0.010515
Initialization: 5.535000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.517000
Kernel 1: 0.023000
Kernel 2: 93.721001
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000794 1.000000 fi:0.099926. Ave ac:0.004463,0.008124
Initialization: 5.507000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.524000
Kernel 1: 0.022000
Kernel 2: 96.178001
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000529 1.000000 fi:0.266561. Ave ac:0.003918,0.006406
Initialization: 5.526000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.516000
Kernel 1: 0.023000
Kernel 2: 93.666000
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000794 1.000000 fi:0.099926. Ave ac:0.003807,0.006189
Initialization: 5.530000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.543000
Kernel 1: 0.023000
Kernel 2: 93.733002
Copyback: 0.016000
Sum: 0.026000
It 5,Best ac:0.000794 1.000000 fi:0.099926. Ave ac:0.004214,0.007378
Initialization: 5.577000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.525000
Kernel 1: 0.024000
Kernel 2: 91.944000
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.000794 1.000000 fi:0.099926. Ave ac:0.003962,0.007094
Initialization: 5.508000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.524000
Kernel 1: 0.022000
Kernel 2: 88.976997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000529 1.000000 fi:0.267553. Ave ac:0.002807,0.004659
Initialization: 5.508000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.525000
Kernel 1: 0.024000
Kernel 2: 92.003998
Copyback: 0.373000
Sum: 0.033000
It 8,Best ac:0.000794 1.000000 fi:0.099926. Ave ac:0.002560,0.005154
Initialization: 5.543000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.527000
Kernel 1: 0.023000
Kernel 2: 93.505997
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001323 1.000000 fi:0.099654. Ave ac:0.003594,0.006615
Iteration 10:MDL fitness activated
Error 0.099654 TL 0.037226
MDL Theory Length Weight: 0.8923340353 (1)
Initialization: 5.486000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.532000
Kernel 1: 0.023000
Kernel 2: 91.819000
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.001059 1.000000 fi:0.122539. Ave ac:0.002973,0.005506
Initialization: 5.555000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.528000
Kernel 1: 0.024000
Kernel 2: 90.809998
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000794 1.000000 fi:0.132477. Ave ac:0.002444,0.004450
Initialization: 5.517000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.523000
Kernel 1: 0.024000
Kernel 2: 90.703003
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.000794 1.000000 fi:0.139864. Ave ac:0.002544,0.004574
Initialization: 5.518000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.532000
Kernel 1: 0.023000
Kernel 2: 89.823997
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001059 1.000000 fi:0.130797. Ave ac:0.002816,0.005125
Initialization: 5.507000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.528000
Kernel 1: 0.024000
Kernel 2: 90.014999
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.000794 1.000000 fi:0.125487. Ave ac:0.003012,0.005462
Initialization: 5.527000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.541000
Kernel 1: 0.023000
Kernel 2: 88.056999
Copyback: 0.016000
Sum: 0.037000
It 15,Best ac:0.000529 1.000000 fi:0.297825. Ave ac:0.002567,0.005336
Initialization: 5.586000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.518000
Kernel 1: 0.024000
Kernel 2: 89.644997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000794 1.000000 fi:0.129055. Ave ac:0.002393,0.003555
Initialization: 5.513000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.510000
Kernel 1: 0.024000
Kernel 2: 85.148003
Copyback: 0.016000
Sum: 0.035000
It 17,Best ac:0.000529 1.000000 fi:0.293592. Ave ac:0.002690,0.005432
Initialization: 5.526000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.537000
Kernel 1: 0.023000
Kernel 2: 85.660004
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001059 1.000000 fi:0.127997. Ave ac:0.002315,0.005149
Initialization: 5.550000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.510000
Kernel 1: 0.024000
Kernel 2: 86.142998
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.001323 1.000000 fi:0.133961. Ave ac:0.002485,0.004931
MDL Theory Length Weight: 0.8031006318 (11)
Initialization: 5.521000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.533000
Kernel 1: 0.023000
Kernel 2: 85.561996
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001059 1.000000 fi:0.124117. Ave ac:0.001716,0.003754
Initialization: 5.574000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.548000
Kernel 1: 0.023000
Kernel 2: 86.061996
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.001059 1.000000 fi:0.128180. Ave ac:0.001674,0.002970
Initialization: 5.503000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.522000
Kernel 1: 0.024000
Kernel 2: 86.685997
Copyback: 0.016000
Sum: 0.035000
It 22,Best ac:0.000794 0.750000 fi:0.378280. Ave ac:0.001521,0.002752
Initialization: 5.508000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.530000
Kernel 1: 0.023000
Kernel 2: 84.146004
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.001588 0.857143 fi:0.278563. Ave ac:0.002420,0.004355
Initialization: 5.532000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.524000
Kernel 1: 0.024000
Kernel 2: 90.421997
Copyback: 0.016000
Sum: 0.029000
It 24,Best ac:0.001323 1.000000 fi:0.120648. Ave ac:0.001897,0.002807
Initialization: 5.553000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.539000
Kernel 1: 0.023000
Kernel 2: 87.235001
Copyback: 0.016000
Sum: 0.024000
It 25,Best ac:0.000794 1.000000 fi:0.129990. Ave ac:0.002130,0.002860
Initialization: 5.571000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.514000
Kernel 1: 0.023000
Kernel 2: 88.194000
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.000794 1.000000 fi:0.130553. Ave ac:0.001490,0.002650
Initialization: 5.536000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.519000
Kernel 1: 0.023000
Kernel 2: 88.166000
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000529 1.000000 fi:0.290888. Ave ac:0.002235,0.004178
Initialization: 5.501000
Memcpy Classifiers: 0.371000
Memcpy Instances: 7.516000
Kernel 1: 0.024000
Kernel 2: 88.637001
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.000794 1.000000 fi:0.126142. Ave ac:0.003271,0.005733
Initialization: 5.534000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.517000
Kernel 1: 0.024000
Kernel 2: 91.598999
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.000529 1.000000 fi:0.296025. Ave ac:0.002582,0.004087
Initialization: 5.541000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.509000
Kernel 1: 0.024000
Kernel 2: 92.796997
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.001059 1.000000 fi:0.124117. Ave ac:0.002864,0.005081
Initialization: 5.539000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.534000
Kernel 1: 0.022000
Kernel 2: 88.891998
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.000794 1.000000 fi:0.135831. Ave ac:0.002495,0.005346
Initialization: 5.527000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.539000
Kernel 1: 0.025000
Kernel 2: 86.888000
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.001058 1.000000 fi:0.124402. Ave ac:0.001770,0.003452
Initialization: 5.524000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.523000
Kernel 1: 0.023000
Kernel 2: 88.961998
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001059 1.000000 fi:0.126025. Ave ac:0.002251,0.003886
MDL Theory Length Weight: 0.7227905686 (10)
Initialization: 28.907000
Memcpy Instances: 367.360992
Memcpy Classifiers: 0.093000
Kernel 1: 0.030000
Kernel 2: 579.625000
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 577.403015
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 578.471985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 589.210022
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 591.051025
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 575.278015
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 580.094971
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 567.672974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.084000
Kernel 1: 0.012000
Kernel 2: 489.647003
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.000990 0.486979 fi:0.645414. Ave ac:0.002169,0.006646
Best acc 0.000990 0.486979
Initialization: 5.599000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.513000
Kernel 1: 0.025000
Kernel 2: 96.098000
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.004652 accuracy2:0.195696
Initialization: 6.652000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.530000
Kernel 1: 0.023000
Kernel 2: 96.442001
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.000794 0.750000 fi:0.349926. Ave ac:0.005147,0.007776
Initialization: 6.758000
Memcpy Classifiers: 0.690000
Memcpy Instances: 8.243000
Kernel 1: 0.032000
Kernel 2: 94.433998
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.001059 1.000000 fi:0.099790. Ave ac:0.005169,0.008340
Initialization: 5.484000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.404000
Kernel 1: 0.027000
Kernel 2: 91.403999
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.000529 1.000000 fi:0.266561. Ave ac:0.004900,0.007837
Initialization: 5.460000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.328000
Kernel 1: 0.026000
Kernel 2: 91.360001
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.001323 1.000000 fi:0.099654. Ave ac:0.005265,0.008919
Initialization: 5.549000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.508000
Kernel 1: 0.024000
Kernel 2: 90.699997
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001323 0.833333 fi:0.266321. Ave ac:0.003720,0.006328
Initialization: 6.791000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.537000
Kernel 1: 0.024000
Kernel 2: 91.397003
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.001323 1.000000 fi:0.099654. Ave ac:0.003969,0.007136
Initialization: 6.419000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.630000
Kernel 1: 0.024000
Kernel 2: 90.568001
Copyback: 0.018000
Sum: 0.042000
It 6,Best ac:0.002647 1.000000 fi:0.098974. Ave ac:0.003007,0.005536
Initialization: 5.741000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.182000
Kernel 1: 0.022000
Kernel 2: 89.177002
Copyback: 0.016000
Sum: 0.028000
It 7,Best ac:0.001853 1.000000 fi:0.099382. Ave ac:0.002720,0.004980
Initialization: 6.092000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.519000
Kernel 1: 0.023000
Kernel 2: 91.098999
Copyback: 0.019000
Sum: 0.041000
It 8,Best ac:0.001853 1.000000 fi:0.099382. Ave ac:0.002803,0.004610
Initialization: 6.337000
Memcpy Classifiers: 0.775000
Memcpy Instances: 10.095000
Kernel 1: 0.022000
Kernel 2: 90.255997
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.000794 1.000000 fi:0.099926. Ave ac:0.001780,0.004303
Iteration 10:MDL fitness activated
Error 0.099926 TL 0.049241
MDL Theory Length Weight: 0.6764440436 (4)
Initialization: 5.929000
Memcpy Classifiers: 0.523000
Memcpy Instances: 11.009000
Kernel 1: 0.025000
Kernel 2: 89.663002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000794 1.000000 fi:0.129992. Ave ac:0.002517,0.005002
Initialization: 8.330000
Memcpy Classifiers: 0.689000
Memcpy Instances: 10.732000
Kernel 1: 0.026000
Kernel 2: 88.764000
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000794 1.000000 fi:0.122247. Ave ac:0.002859,0.004511
Initialization: 6.912000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.041000
Kernel 1: 0.023000
Kernel 2: 88.458000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000794 1.000000 fi:0.123595. Ave ac:0.002423,0.003662
Initialization: 8.108000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.554000
Kernel 1: 0.024000
Kernel 2: 88.371002
Copyback: 0.018000
Sum: 0.040000
It 13,Best ac:0.001059 1.000000 fi:0.120022. Ave ac:0.001816,0.003701
Initialization: 7.585000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.664000
Kernel 1: 0.023000
Kernel 2: 92.541000
Copyback: 0.017000
Sum: 0.061000
It 14,Best ac:0.000794 1.000000 fi:0.120898. Ave ac:0.002134,0.003422
Initialization: 5.843000
Memcpy Classifiers: 0.460000
Memcpy Instances: 11.277000
Kernel 1: 0.024000
Kernel 2: 90.413002
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001059 1.000000 fi:0.116072. Ave ac:0.001586,0.003003
Initialization: 5.534000
Memcpy Classifiers: 0.453000
Memcpy Instances: 10.750000
Kernel 1: 0.022000
Kernel 2: 91.341003
Copyback: 0.018000
Sum: 0.033000
It 16,Best ac:0.000794 1.000000 fi:0.117179. Ave ac:0.001747,0.002725
Initialization: 6.304000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.356000
Kernel 1: 0.023000
Kernel 2: 91.018997
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001853 1.000000 fi:0.117449. Ave ac:0.001551,0.002383
Initialization: 6.554000
Memcpy Classifiers: 0.648000
Memcpy Instances: 8.198000
Kernel 1: 0.023000
Kernel 2: 92.643997
Copyback: 0.018000
Sum: 0.038000
It 18,Best ac:0.001059 1.000000 fi:0.123887. Ave ac:0.001395,0.002391
Initialization: 5.848000
Memcpy Classifiers: 0.713000
Memcpy Instances: 11.331000
Kernel 1: 0.027000
Kernel 2: 91.815002
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000794 1.000000 fi:0.113829. Ave ac:0.001318,0.002717
Initialization: 6.525000
Memcpy Classifiers: 0.566000
Memcpy Instances: 8.794000
Kernel 1: 0.024000
Kernel 2: 91.871002
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.000794 1.000000 fi:0.123873. Ave ac:0.001284,0.003476
Initialization: 5.762000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.664000
Kernel 1: 0.027000
Kernel 2: 91.373001
Copyback: 0.018000
Sum: 0.030000
It 21,Best ac:0.001323 1.000000 fi:0.119665. Ave ac:0.001213,0.002134
Initialization: 5.780000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.594000
Kernel 1: 0.023000
Kernel 2: 95.236000
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001059 1.000000 fi:0.119491. Ave ac:0.000975,0.002316
Initialization: 6.583000
Memcpy Classifiers: 0.565000
Memcpy Instances: 8.741000
Kernel 1: 0.023000
Kernel 2: 88.878998
Copyback: 0.018000
Sum: 0.040000
It 23,Best ac:0.000794 1.000000 fi:0.116715. Ave ac:0.002092,0.003252
Initialization: 5.513000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.044000
Kernel 1: 0.032000
Kernel 2: 89.459000
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.000794 1.000000 fi:0.119546. Ave ac:0.001780,0.002800
Initialization: 5.503000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.752000
Kernel 1: 0.031000
Kernel 2: 91.362000
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.000794 1.000000 fi:0.113829. Ave ac:0.001044,0.001807
Initialization: 7.581000
Memcpy Classifiers: 0.648000
Memcpy Instances: 10.558000
Kernel 1: 0.023000
Kernel 2: 92.748001
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000794 1.000000 fi:0.117179. Ave ac:0.001341,0.001777
Initialization: 6.255000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.885000
Kernel 1: 0.026000
Kernel 2: 91.578003
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.001059 1.000000 fi:0.116390. Ave ac:0.001341,0.002499
Initialization: 6.223000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.583000
Kernel 1: 0.024000
Kernel 2: 93.359001
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000794 1.000000 fi:0.118357. Ave ac:0.002392,0.004482
MDL Theory Length Weight: 0.6087996392 (10)
Initialization: 5.743000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.527000
Kernel 1: 0.024000
Kernel 2: 89.575996
Copyback: 0.018000
Sum: 0.039000
It 29,Best ac:0.001058 1.000000 fi:0.115617. Ave ac:0.001731,0.002898
Initialization: 5.551000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.310000
Kernel 1: 0.033000
Kernel 2: 90.038002
Copyback: 0.018000
Sum: 0.038000
It 30,Best ac:0.001323 1.000000 fi:0.115750. Ave ac:0.001621,0.002324
Initialization: 5.621000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.681000
Kernel 1: 0.023000
Kernel 2: 89.774002
Copyback: 0.370000
Sum: 0.033000
It 31,Best ac:0.001323 1.000000 fi:0.120918. Ave ac:0.001427,0.002468
Initialization: 7.060000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.140000
Kernel 1: 0.024000
Kernel 2: 89.078003
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.001323 1.000000 fi:0.117056. Ave ac:0.001688,0.002392
Initialization: 6.522000
Memcpy Classifiers: 0.462000
Memcpy Instances: 8.985000
Kernel 1: 0.026000
Kernel 2: 89.980003
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001059 1.000000 fi:0.119728. Ave ac:0.001362,0.002480
Initialization: 34.523998
Memcpy Instances: 404.101990
Memcpy Classifiers: 0.084000
Kernel 1: 0.025000
Kernel 2: 586.353027
Copyback: 0.015000
Sum: 0.021000
Memcpy Classifiers: 0.122000
Kernel 1: 0.021000
Kernel 2: 587.198975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.105000
Kernel 1: 0.017000
Kernel 2: 616.164978
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.021000
Kernel 2: 587.999023
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.018000
Kernel 2: 584.218994
Copyback: 0.020000
Sum: 0.005000
Memcpy Classifiers: 0.083000
Kernel 1: 0.018000
Kernel 2: 576.687988
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.022000
Kernel 2: 611.661011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.122000
Kernel 1: 0.021000
Kernel 2: 611.085999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.014000
Kernel 2: 467.686005
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.000815 0.548043 fi:0.567968. Ave ac:0.001649,0.005087
Best acc 0.000815 0.548043
Rule:Att PSSM_-3_8 is [<-0.490244]|Att PSSM_-1_4 is [-7.712463,0.296938]|Att PSSM_-1_5 is [-3.098073,10.367184]|Att PSSM_0_6 is [<-2.316267]|Att PSSM_0_12 is [<-0.250964]|Att PSSM_1_5 is [0.832246,7.656030]|Att PSSM_1_14 is [-2.575136,4.673012]|Att PSSM_2_15 is [-5.684891,1.583424]|Att PSSM_2_17 is [<4.109246]|Att PSSM_4_6 is [-5.806832,8.060859]|1
Accuracy : 0.791325
0	1	
151874	12206	
36757	33801	
Removed 281 instances. 188631 Instances left. Acc of rule 0.000815-0.548043
Initialization: 5.693000
Memcpy Classifiers: 0.606000
Memcpy Instances: 7.507000
Kernel 1: 0.026000
Kernel 2: 92.956001
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.004232 accuracy2:0.181762
Initialization: 5.540000
Memcpy Classifiers: 0.472000
Memcpy Instances: 7.503000
Kernel 1: 0.023000
Kernel 2: 91.283997
Copyback: 0.018000
Sum: 0.040000
It 0,Best ac:0.000795 0.600000 fi:0.499924. Ave ac:0.004779,0.007693
Initialization: 5.502000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.502000
Kernel 1: 0.022000
Kernel 2: 91.703003
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000795 0.750000 fi:0.349924. Ave ac:0.005433,0.009799
Initialization: 5.527000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.514000
Kernel 1: 0.024000
Kernel 2: 91.094002
Copyback: 0.016000
Sum: 0.028000
It 2,Best ac:0.000530 1.000000 fi:0.263567. Ave ac:0.004889,0.009359
Initialization: 5.522000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.500000
Kernel 1: 0.025000
Kernel 2: 90.497002
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000795 1.000000 fi:0.099924. Ave ac:0.003509,0.007539
Initialization: 5.533000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.510000
Kernel 1: 0.025000
Kernel 2: 90.927002
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.000795 1.000000 fi:0.099924. Ave ac:0.003425,0.006335
Initialization: 5.552000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.534000
Kernel 1: 0.024000
Kernel 2: 92.689003
Copyback: 0.016000
Sum: 0.031000
It 5,Best ac:0.001060 1.000000 fi:0.099788. Ave ac:0.003477,0.006300
Initialization: 5.487000
Memcpy Classifiers: 0.495000
Memcpy Instances: 7.507000
Kernel 1: 0.024000
Kernel 2: 92.714996
Copyback: 0.017000
Sum: 0.025000
It 6,Best ac:0.000530 1.000000 fi:0.263567. Ave ac:0.003703,0.009265
Initialization: 5.488000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.511000
Kernel 1: 0.024000
Kernel 2: 95.184998
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001060 1.000000 fi:0.099788. Ave ac:0.003715,0.008559
Initialization: 5.509000
Memcpy Classifiers: 0.499000
Memcpy Instances: 7.513000
Kernel 1: 0.024000
Kernel 2: 94.308998
Copyback: 0.016000
Sum: 0.025000
It 8,Best ac:0.000795 1.000000 fi:0.099924. Ave ac:0.002942,0.006164
Initialization: 5.588000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.506000
Kernel 1: 0.024000
Kernel 2: 92.629997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.000795 1.000000 fi:0.099925. Ave ac:0.002795,0.004820
Iteration 10:MDL fitness activated
Error 0.099925 TL 0.038123
MDL Theory Length Weight: 0.8736947535 (5)
Initialization: 5.501000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.520000
Kernel 1: 0.022000
Kernel 2: 94.929001
Copyback: 0.017000
Sum: 0.025000
It 10,Best ac:0.000795 1.000000 fi:0.136108. Ave ac:0.002593,0.004575
Initialization: 5.571000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.506000
Kernel 1: 0.023000
Kernel 2: 94.375999
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000795 1.000000 fi:0.130257. Ave ac:0.002762,0.007521
Initialization: 5.552000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.502000
Kernel 1: 0.023000
Kernel 2: 94.179001
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000795 1.000000 fi:0.132735. Ave ac:0.002280,0.004106
Initialization: 5.530000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.507000
Kernel 1: 0.024000
Kernel 2: 93.266998
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.001325 1.000000 fi:0.123548. Ave ac:0.002904,0.006224
Initialization: 5.508000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.541000
Kernel 1: 0.023000
Kernel 2: 91.102997
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001060 1.000000 fi:0.128707. Ave ac:0.002245,0.004885
Initialization: 5.501000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.510000
Kernel 1: 0.023000
Kernel 2: 89.572998
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000795 1.000000 fi:0.132521. Ave ac:0.003119,0.008925
Initialization: 5.532000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.498000
Kernel 1: 0.023000
Kernel 2: 90.033997
Copyback: 0.016000
Sum: 0.027000
It 16,Best ac:0.001060 1.000000 fi:0.128011. Ave ac:0.002558,0.004886
Initialization: 5.517000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.499000
Kernel 1: 0.023000
Kernel 2: 92.350998
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.000795 1.000000 fi:0.128478. Ave ac:0.002897,0.004728
Initialization: 5.475000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.526000
Kernel 1: 0.023000
Kernel 2: 91.497002
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.001591 0.857143 fi:0.277185. Ave ac:0.002231,0.003806
Initialization: 5.497000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.537000
Kernel 1: 0.023000
Kernel 2: 90.665001
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.000795 1.000000 fi:0.120501. Ave ac:0.003095,0.006189
Initialization: 5.522000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.496000
Kernel 1: 0.023000
Kernel 2: 87.325996
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001326 1.000000 fi:0.131023. Ave ac:0.003008,0.004666
Initialization: 5.533000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.502000
Kernel 1: 0.024000
Kernel 2: 90.483002
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000795 1.000000 fi:0.126966. Ave ac:0.002701,0.005832
Initialization: 5.546000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.503000
Kernel 1: 0.023000
Kernel 2: 86.389999
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000795 1.000000 fi:0.117495. Ave ac:0.001795,0.003683
Initialization: 5.535000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.500000
Kernel 1: 0.023000
Kernel 2: 90.313004
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.001060 1.000000 fi:0.122778. Ave ac:0.002299,0.004168
Initialization: 5.502000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.507000
Kernel 1: 0.023000
Kernel 2: 88.194000
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.000795 1.000000 fi:0.120142. Ave ac:0.002221,0.003490
Initialization: 5.524000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.508000
Kernel 1: 0.024000
Kernel 2: 85.478996
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.000795 1.000000 fi:0.120142. Ave ac:0.002305,0.003353
Initialization: 5.567000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.504000
Kernel 1: 0.022000
Kernel 2: 86.347000
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.001326 1.000000 fi:0.126503. Ave ac:0.002265,0.004834
Initialization: 5.506000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.511000
Kernel 1: 0.024000
Kernel 2: 84.224998
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.000795 1.000000 fi:0.122995. Ave ac:0.002247,0.004390
Initialization: 5.512000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.504000
Kernel 1: 0.024000
Kernel 2: 79.719002
Copyback: 0.019000
Sum: 0.037000
It 28,Best ac:0.001326 1.000000 fi:0.131881. Ave ac:0.001931,0.003744
Initialization: 5.517000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.503000
Kernel 1: 0.025000
Kernel 2: 80.267998
Copyback: 0.016000
Sum: 0.028000
It 29,Best ac:0.000795 1.000000 fi:0.129152. Ave ac:0.002327,0.006056
Initialization: 5.556000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.531000
Kernel 1: 0.023000
Kernel 2: 83.822998
Copyback: 0.018000
Sum: 0.031000
It 30,Best ac:0.001590 1.000000 fi:0.126129. Ave ac:0.002583,0.005037
Initialization: 6.539000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.552000
Kernel 1: 0.023000
Kernel 2: 81.291000
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001855 0.875000 fi:0.253499. Ave ac:0.002566,0.005583
MDL Theory Length Weight: 0.7863252782 (10)
Initialization: 5.867000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.624000
Kernel 1: 0.024000
Kernel 2: 81.852997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.001060 1.000000 fi:0.121979. Ave ac:0.002259,0.004252
Initialization: 7.135000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.499000
Kernel 1: 0.023000
Kernel 2: 83.051003
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.001325 1.000000 fi:0.118225. Ave ac:0.001888,0.003567
Initialization: 31.018000
Memcpy Instances: 413.842987
Memcpy Classifiers: 0.096000
Kernel 1: 0.026000
Kernel 2: 580.231995
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 565.669006
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.132000
Kernel 1: 0.022000
Kernel 2: 583.731018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.110000
Kernel 1: 0.016000
Kernel 2: 568.815002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.012000
Kernel 2: 563.487976
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 565.997009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.012000
Kernel 2: 561.513977
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.130000
Kernel 1: 0.021000
Kernel 2: 572.812988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.085000
Kernel 1: 0.013000
Kernel 2: 476.218994
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000928 0.540123 fi:0.583685. Ave ac:0.002190,0.006839
Best acc 0.000928 0.540123
Initialization: 5.494000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.526000
Kernel 1: 0.026000
Kernel 2: 92.514000
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005544 accuracy2:0.195368
Initialization: 5.495000
Memcpy Classifiers: 0.526000
Memcpy Instances: 7.505000
Kernel 1: 0.023000
Kernel 2: 92.103996
Copyback: 0.018000
Sum: 0.057000
It 0,Best ac:0.000530 1.000000 fi:0.263567. Ave ac:0.005199,0.008386
Initialization: 6.201000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.763000
Kernel 1: 0.024000
Kernel 2: 91.796997
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.000795 1.000000 fi:0.099924. Ave ac:0.003697,0.006955
Initialization: 6.986000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.510000
Kernel 1: 0.024000
Kernel 2: 92.427002
Copyback: 0.371000
Sum: 0.029000
It 2,Best ac:0.000795 1.000000 fi:0.099924. Ave ac:0.003644,0.006179
Initialization: 5.987000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.291000
Kernel 1: 0.032000
Kernel 2: 94.058998
Copyback: 0.016000
Sum: 0.025000
It 3,Best ac:0.001325 1.000000 fi:0.099651. Ave ac:0.004309,0.007606
Initialization: 5.548000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.646000
Kernel 1: 0.023000
Kernel 2: 91.850998
Copyback: 0.018000
Sum: 0.037000
It 4,Best ac:0.000795 1.000000 fi:0.099924. Ave ac:0.004314,0.007753
Initialization: 5.528000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.236000
Kernel 1: 0.026000
Kernel 2: 91.075996
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001326 1.000000 fi:0.099651. Ave ac:0.002935,0.004910
Initialization: 6.122000
Memcpy Classifiers: 0.510000
Memcpy Instances: 9.204000
Kernel 1: 0.031000
Kernel 2: 88.271004
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001060 1.000000 fi:0.099788. Ave ac:0.003016,0.005146
Initialization: 6.908000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.501000
Kernel 1: 0.023000
Kernel 2: 85.719002
Copyback: 0.017000
Sum: 0.038000
It 7,Best ac:0.001325 1.000000 fi:0.099651. Ave ac:0.003279,0.005263
Initialization: 6.541000
Memcpy Classifiers: 0.529000
Memcpy Instances: 9.146000
Kernel 1: 0.037000
Kernel 2: 86.293999
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.000795 1.000000 fi:0.099924. Ave ac:0.002467,0.005155
Initialization: 7.048000
Memcpy Classifiers: 0.686000
Memcpy Instances: 11.029000
Kernel 1: 0.026000
Kernel 2: 87.855003
Copyback: 0.018000
Sum: 0.042000
It 9,Best ac:0.001060 1.000000 fi:0.099788. Ave ac:0.002814,0.004598
Iteration 10:MDL fitness activated
Error 0.099788 TL 0.043284
MDL Theory Length Weight: 0.7684834581 (7)
Initialization: 6.217000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.827000
Kernel 1: 0.025000
Kernel 2: 85.817001
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.001326 1.000000 fi:0.131757. Ave ac:0.003099,0.005086
Initialization: 6.658000
Memcpy Classifiers: 0.713000
Memcpy Instances: 10.987000
Kernel 1: 0.025000
Kernel 2: 82.263000
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.000795 1.000000 fi:0.125628. Ave ac:0.002890,0.004309
Initialization: 5.864000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.511000
Kernel 1: 0.024000
Kernel 2: 85.487999
Copyback: 0.017000
Sum: 0.026000
It 12,Best ac:0.000795 1.000000 fi:0.136051. Ave ac:0.002773,0.005043
Initialization: 5.691000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.891000
Kernel 1: 0.023000
Kernel 2: 85.132004
Copyback: 0.018000
Sum: 0.038000
It 13,Best ac:0.001060 1.000000 fi:0.130045. Ave ac:0.002879,0.005080
Initialization: 5.453000
Memcpy Classifiers: 0.449000
Memcpy Instances: 9.268000
Kernel 1: 0.032000
Kernel 2: 82.540001
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.001060 1.000000 fi:0.131049. Ave ac:0.002883,0.004289
Initialization: 5.524000
Memcpy Classifiers: 0.486000
Memcpy Instances: 9.091000
Kernel 1: 0.026000
Kernel 2: 85.563004
Copyback: 0.016000
Sum: 0.029000
It 15,Best ac:0.000795 1.000000 fi:0.133187. Ave ac:0.002215,0.002986
Initialization: 5.516000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.515000
Kernel 1: 0.024000
Kernel 2: 83.192001
Copyback: 0.017000
Sum: 0.026000
It 16,Best ac:0.001856 1.000000 fi:0.124347. Ave ac:0.001642,0.002258
Initialization: 5.602000
Memcpy Classifiers: 0.806000
Memcpy Instances: 11.171000
Kernel 1: 0.026000
Kernel 2: 86.044998
Copyback: 0.018000
Sum: 0.040000
It 17,Best ac:0.000795 1.000000 fi:0.125592. Ave ac:0.002284,0.003317
Initialization: 5.507000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.127000
Kernel 1: 0.031000
Kernel 2: 83.932999
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.000795 1.000000 fi:0.126792. Ave ac:0.002055,0.003025
Initialization: 6.418000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.308000
Kernel 1: 0.024000
Kernel 2: 87.420998
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000795 1.000000 fi:0.126491. Ave ac:0.002139,0.002965
Initialization: 5.534000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.498000
Kernel 1: 0.022000
Kernel 2: 87.124001
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000795 1.000000 fi:0.128394. Ave ac:0.002307,0.002913
Initialization: 5.546000
Memcpy Classifiers: 0.492000
Memcpy Instances: 7.509000
Kernel 1: 0.023000
Kernel 2: 88.251999
Copyback: 0.018000
Sum: 0.036000
It 21,Best ac:0.001060 1.000000 fi:0.123191. Ave ac:0.001969,0.002691
Initialization: 5.434000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.016000
Kernel 1: 0.022000
Kernel 2: 86.366997
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000795 1.000000 fi:0.129441. Ave ac:0.002477,0.003254
Initialization: 5.834000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.510000
Kernel 1: 0.024000
Kernel 2: 86.537003
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000795 1.000000 fi:0.126792. Ave ac:0.002061,0.002910
Initialization: 6.064000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.082000
Kernel 1: 0.032000
Kernel 2: 87.367996
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001060 1.000000 fi:0.129321. Ave ac:0.002050,0.002911
Initialization: 7.690000
Memcpy Classifiers: 0.660000
Memcpy Instances: 9.827000
Kernel 1: 0.024000
Kernel 2: 87.928001
Copyback: 0.018000
Sum: 0.035000
It 25,Best ac:0.000795 1.000000 fi:0.119368. Ave ac:0.001979,0.002622
Initialization: 5.500000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.061000
Kernel 1: 0.032000
Kernel 2: 84.918999
Copyback: 0.018000
Sum: 0.040000
It 26,Best ac:0.001590 1.000000 fi:0.130189. Ave ac:0.001663,0.002370
Initialization: 6.026000
Memcpy Classifiers: 0.471000
Memcpy Instances: 10.932000
Kernel 1: 0.023000
Kernel 2: 86.446999
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000795 1.000000 fi:0.126490. Ave ac:0.001738,0.002128
Initialization: 6.577000
Memcpy Classifiers: 0.717000
Memcpy Instances: 10.511000
Kernel 1: 0.024000
Kernel 2: 86.455002
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000795 1.000000 fi:0.125627. Ave ac:0.002048,0.002465
Initialization: 5.495000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.801000
Kernel 1: 0.032000
Kernel 2: 85.872002
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.001060 1.000000 fi:0.126475. Ave ac:0.001479,0.001935
Initialization: 5.540000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.496000
Kernel 1: 0.024000
Kernel 2: 87.853996
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000795 1.000000 fi:0.124893. Ave ac:0.001697,0.002510
Initialization: 6.579000
Memcpy Classifiers: 0.665000
Memcpy Instances: 7.935000
Kernel 1: 0.022000
Kernel 2: 87.992996
Copyback: 0.018000
Sum: 0.040000
It 31,Best ac:0.000795 1.000000 fi:0.126652. Ave ac:0.001940,0.003476
Initialization: 6.891000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.042000
Kernel 1: 0.023000
Kernel 2: 88.411003
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001325 1.000000 fi:0.128567. Ave ac:0.001769,0.002192
Initialization: 6.127000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.725000
Kernel 1: 0.024000
Kernel 2: 86.846001
Copyback: 0.018000
Sum: 0.026000
It 33,Best ac:0.000795 1.000000 fi:0.123225. Ave ac:0.001317,0.001868
Initialization: 31.806000
Memcpy Instances: 449.783997
Memcpy Classifiers: 0.099000
Kernel 1: 0.028000
Kernel 2: 576.114990
Copyback: 0.014000
Sum: 0.017000
Memcpy Classifiers: 0.097000
Kernel 1: 0.013000
Kernel 2: 578.802979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.013000
Kernel 2: 593.427979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.102000
Kernel 1: 0.013000
Kernel 2: 587.867004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.097000
Kernel 1: 0.013000
Kernel 2: 598.814026
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.013000
Kernel 2: 576.684021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.146000
Kernel 1: 0.021000
Kernel 2: 589.734985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.014000
Kernel 2: 602.047974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 506.238007
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000747 0.573171 fi:0.556311. Ave ac:0.001704,0.005158
Best acc 0.000747 0.573171
Rule:Att PSSM_-3_12 is [-4.904083,-1.095917]|Att PSSM_-3_15 is [<2.094119]|Att PSSM_-2_17 is [-5.722644,1.491603]|Att PSSM_-1_7 is [<-0.888126]|Att PSSM_-1_14 is [<2.933591]|Att PSSM_0_4 is [-7.655819,-3.357736]|Att PSSM_0_19 is [<5.281908]|Att PSSM_1_7 is [<-2.255629]|Att PSSM_2_6 is [-4.171083,6.171083]|Att PSSM_2_15 is [<2.583319]|Att PSSM_3_9 is [-4.856937,2.900434]|Att PSSM_3_16 is [-5.576816,4.030235]|Att PSSM_4_3 is [>-3.334114]|Att PSSM_4_12 is [-5.122297,-1.774690]|1
Accuracy : 0.791479
0	1	
151769	12311	
36616	33942	
Removed 246 instances. 188385 Instances left. Acc of rule 0.000747-0.573171
Initialization: 6.160000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.517000
Kernel 1: 0.024000
Kernel 2: 93.275002
Copyback: 0.018000
Sum: 0.040000
Initial population average accuracy1:0.004783 accuracy2:0.178808
Initialization: 6.333000
Memcpy Classifiers: 0.840000
Memcpy Instances: 11.465000
Kernel 1: 0.026000
Kernel 2: 91.431000
Copyback: 0.017000
Sum: 0.030000
It 0,Best ac:0.000796 0.750000 fi:0.349922. Ave ac:0.005923,0.010919
Initialization: 5.567000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.496000
Kernel 1: 0.024000
Kernel 2: 92.635002
Copyback: 0.018000
Sum: 0.037000
It 1,Best ac:0.000531 1.000000 fi:0.260549. Ave ac:0.006682,0.011188
Initialization: 5.514000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.495000
Kernel 1: 0.024000
Kernel 2: 91.252998
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000531 1.000000 fi:0.261558. Ave ac:0.005519,0.009358
Initialization: 5.526000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.639000
Kernel 1: 0.022000
Kernel 2: 88.581001
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.000796 1.000000 fi:0.099922. Ave ac:0.004882,0.007589
Initialization: 5.459000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.550000
Kernel 1: 0.024000
Kernel 2: 87.400002
Copyback: 0.371000
Sum: 0.028000
It 4,Best ac:0.000796 1.000000 fi:0.099923. Ave ac:0.003774,0.006663
Initialization: 5.529000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.735000
Kernel 1: 0.023000
Kernel 2: 86.450996
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.000531 1.000000 fi:0.260549. Ave ac:0.003522,0.005815
Initialization: 5.490000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.522000
Kernel 1: 0.024000
Kernel 2: 87.624001
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.000796 1.000000 fi:0.099922. Ave ac:0.002677,0.004422
Initialization: 7.868000
Memcpy Classifiers: 0.771000
Memcpy Instances: 7.499000
Kernel 1: 0.024000
Kernel 2: 87.685997
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.000796 1.000000 fi:0.099923. Ave ac:0.002327,0.003915
Initialization: 5.517000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.494000
Kernel 1: 0.024000
Kernel 2: 88.160004
Copyback: 0.018000
Sum: 0.037000
It 8,Best ac:0.001592 1.000000 fi:0.099511. Ave ac:0.002442,0.003758
Initialization: 6.241000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.557000
Kernel 1: 0.023000
Kernel 2: 87.492996
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.000796 1.000000 fi:0.099922. Ave ac:0.002139,0.003049
Iteration 10:MDL fitness activated
Error 0.099922 TL 0.040950
MDL Theory Length Weight: 0.8133657351 (2)
Initialization: 5.610000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.540000
Kernel 1: 0.024000
Kernel 2: 86.570000
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.001327 1.000000 fi:0.133183. Ave ac:0.002096,0.003489
Initialization: 7.415000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.503000
Kernel 1: 0.024000
Kernel 2: 84.797997
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.001592 0.857143 fi:0.289691. Ave ac:0.002031,0.003663
Initialization: 5.582000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.530000
Kernel 1: 0.024000
Kernel 2: 83.973999
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000531 1.000000 fi:0.287777. Ave ac:0.001814,0.003246
Initialization: 7.605000
Memcpy Classifiers: 0.871000
Memcpy Instances: 8.449000
Kernel 1: 0.023000
Kernel 2: 86.088997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.001327 1.000000 fi:0.148219. Ave ac:0.002683,0.006137
Initialization: 7.429000
Memcpy Classifiers: 0.815000
Memcpy Instances: 7.548000
Kernel 1: 0.024000
Kernel 2: 81.917999
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.000796 1.000000 fi:0.123948. Ave ac:0.002934,0.006001
Initialization: 5.562000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.183000
Kernel 1: 0.022000
Kernel 2: 82.390999
Copyback: 0.016000
Sum: 0.030000
It 15,Best ac:0.001062 1.000000 fi:0.132132. Ave ac:0.003048,0.004489
Initialization: 5.506000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.495000
Kernel 1: 0.023000
Kernel 2: 82.913002
Copyback: 0.018000
Sum: 0.043000
It 16,Best ac:0.001327 0.833333 fi:0.290684. Ave ac:0.002878,0.004168
Initialization: 8.072000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.737000
Kernel 1: 0.023000
Kernel 2: 81.651001
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.000796 1.000000 fi:0.131220. Ave ac:0.002747,0.004180
Initialization: 6.282000
Memcpy Classifiers: 0.497000
Memcpy Instances: 7.947000
Kernel 1: 0.024000
Kernel 2: 83.160004
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.000796 1.000000 fi:0.130252. Ave ac:0.002648,0.003700
Initialization: 5.494000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.487000
Kernel 1: 0.025000
Kernel 2: 83.602997
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000796 1.000000 fi:0.131454. Ave ac:0.002736,0.003814
Initialization: 5.571000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.179000
Kernel 1: 0.023000
Kernel 2: 84.915001
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.002123 1.000000 fi:0.126283. Ave ac:0.002601,0.003963
Initialization: 8.319000
Memcpy Classifiers: 0.775000
Memcpy Instances: 8.075000
Kernel 1: 0.024000
Kernel 2: 83.707001
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000796 1.000000 fi:0.126051. Ave ac:0.002326,0.003020
Initialization: 5.573000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.517000
Kernel 1: 0.023000
Kernel 2: 84.959999
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.000796 1.000000 fi:0.120743. Ave ac:0.001809,0.002543
Initialization: 5.514000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.495000
Kernel 1: 0.024000
Kernel 2: 85.013000
Copyback: 0.018000
Sum: 0.042000
It 23,Best ac:0.000796 1.000000 fi:0.125526. Ave ac:0.002018,0.002748
Initialization: 5.525000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.713000
Kernel 1: 0.032000
Kernel 2: 83.723999
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.000796 1.000000 fi:0.124973. Ave ac:0.001824,0.002815
Initialization: 5.498000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.494000
Kernel 1: 0.024000
Kernel 2: 83.205002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.001062 1.000000 fi:0.123518. Ave ac:0.001673,0.002154
Initialization: 6.899000
Memcpy Classifiers: 0.774000
Memcpy Instances: 8.770000
Kernel 1: 0.024000
Kernel 2: 85.125999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000796 1.000000 fi:0.125525. Ave ac:0.001908,0.002951
Initialization: 5.479000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.501000
Kernel 1: 0.023000
Kernel 2: 81.877998
Copyback: 0.018000
Sum: 0.038000
It 27,Best ac:0.001327 1.000000 fi:0.124698. Ave ac:0.001969,0.002506
Initialization: 7.175000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.762000
Kernel 1: 0.021000
Kernel 2: 80.202003
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.001327 1.000000 fi:0.124365. Ave ac:0.001865,0.002080
Initialization: 5.508000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.497000
Kernel 1: 0.024000
Kernel 2: 79.052002
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.000796 1.000000 fi:0.127150. Ave ac:0.001085,0.001544
Initialization: 5.540000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.845000
Kernel 1: 0.023000
Kernel 2: 81.320999
Copyback: 0.016000
Sum: 0.027000
It 30,Best ac:0.000796 1.000000 fi:0.124537. Ave ac:0.001048,0.002334
Initialization: 5.504000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.504000
Kernel 1: 0.023000
Kernel 2: 84.074997
Copyback: 0.019000
Sum: 0.039000
It 31,Best ac:0.000796 1.000000 fi:0.135132. Ave ac:0.001710,0.002638
MDL Theory Length Weight: 0.7320291616 (10)
Initialization: 5.500000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.495000
Kernel 1: 0.024000
Kernel 2: 83.668999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000796 1.000000 fi:0.126239. Ave ac:0.001933,0.003145
Initialization: 6.690000
Memcpy Classifiers: 0.466000
Memcpy Instances: 8.425000
Kernel 1: 0.023000
Kernel 2: 80.751999
Copyback: 0.016000
Sum: 0.031000
It 33,Best ac:0.001062 1.000000 fi:0.126101. Ave ac:0.001894,0.002571
Initialization: 32.237999
Memcpy Instances: 450.291992
Memcpy Classifiers: 0.095000
Kernel 1: 0.023000
Kernel 2: 572.916992
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 579.013000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 562.265991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.112000
Kernel 1: 0.017000
Kernel 2: 561.232971
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.012000
Kernel 2: 566.442993
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 557.130005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.012000
Kernel 2: 559.494019
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.131000
Kernel 1: 0.021000
Kernel 2: 559.809998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.085000
Kernel 1: 0.013000
Kernel 2: 479.286987
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000865 0.554422 fi:0.572762. Ave ac:0.001823,0.005448
Best acc 0.000865 0.554422
Initialization: 5.507000
Memcpy Classifiers: 0.538000
Memcpy Instances: 9.186000
Kernel 1: 0.034000
Kernel 2: 92.134003
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005447 accuracy2:0.197499
Initialization: 7.746000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.516000
Kernel 1: 0.022000
Kernel 2: 92.427002
Copyback: 0.019000
Sum: 0.043000
It 0,Best ac:0.000796 1.000000 fi:0.099922. Ave ac:0.005154,0.009990
Initialization: 5.569000
Memcpy Classifiers: 0.561000
Memcpy Instances: 9.647000
Kernel 1: 0.023000
Kernel 2: 93.179001
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000531 1.000000 fi:0.260549. Ave ac:0.005490,0.009948
Initialization: 5.586000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.489000
Kernel 1: 0.023000
Kernel 2: 91.468002
Copyback: 0.018000
Sum: 0.032000
It 2,Best ac:0.000796 1.000000 fi:0.099922. Ave ac:0.005413,0.008128
Initialization: 6.849000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.508000
Kernel 1: 0.000000
Kernel 2: 88.379997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.001327 0.714286 fi:0.385363. Ave ac:0.004073,0.006332
Initialization: 5.487000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.110000
Kernel 1: 0.026000
Kernel 2: 86.213997
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.001062 1.000000 fi:0.099785. Ave ac:0.004230,0.006639
Initialization: 6.719000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.790000
Kernel 1: 0.024000
Kernel 2: 83.638000
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001062 1.000000 fi:0.099785. Ave ac:0.003496,0.006050
Initialization: 6.539000
Memcpy Classifiers: 0.689000
Memcpy Instances: 9.376000
Kernel 1: 0.023000
Kernel 2: 83.251999
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.000796 1.000000 fi:0.099922. Ave ac:0.003326,0.005603
Initialization: 5.554000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.507000
Kernel 1: 0.024000
Kernel 2: 83.921997
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.000796 1.000000 fi:0.099922. Ave ac:0.002918,0.004469
Initialization: 5.515000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.497000
Kernel 1: 0.024000
Kernel 2: 83.113998
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.001327 1.000000 fi:0.099649. Ave ac:0.002447,0.004041
Initialization: 5.518000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.548000
Kernel 1: 0.023000
Kernel 2: 83.681000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.001062 1.000000 fi:0.099785. Ave ac:0.002067,0.003530
Iteration 10:MDL fitness activated
Error 0.099785 TL 0.047726
MDL Theory Length Weight: 0.6969387422 (2)
Initialization: 5.483000
Memcpy Classifiers: 0.483000
Memcpy Instances: 7.493000
Kernel 1: 0.024000
Kernel 2: 84.726997
Copyback: 0.018000
Sum: 0.036000
It 10,Best ac:0.001062 1.000000 fi:0.125792. Ave ac:0.002811,0.005006
Initialization: 5.566000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.466000
Kernel 1: 0.026000
Kernel 2: 85.093002
Copyback: 0.018000
Sum: 0.035000
It 11,Best ac:0.000531 1.000000 fi:0.286911. Ave ac:0.002386,0.004103
Initialization: 5.524000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.494000
Kernel 1: 0.024000
Kernel 2: 86.036003
Copyback: 0.017000
Sum: 0.025000
It 12,Best ac:0.000796 1.000000 fi:0.130312. Ave ac:0.002003,0.003216
Initialization: 7.369000
Memcpy Classifiers: 0.755000
Memcpy Instances: 9.923000
Kernel 1: 0.025000
Kernel 2: 85.681999
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.000796 1.000000 fi:0.124479. Ave ac:0.002166,0.004051
Initialization: 5.525000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.535000
Kernel 1: 0.023000
Kernel 2: 84.169998
Copyback: 0.018000
Sum: 0.039000
It 14,Best ac:0.000796 1.000000 fi:0.123835. Ave ac:0.002164,0.003327
Initialization: 5.499000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.486000
Kernel 1: 0.024000
Kernel 2: 84.317001
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.000796 1.000000 fi:0.121283. Ave ac:0.001703,0.003077
Initialization: 5.533000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.576000
Kernel 1: 0.033000
Kernel 2: 83.290001
Copyback: 0.018000
Sum: 0.044000
It 16,Best ac:0.000796 1.000000 fi:0.123251. Ave ac:0.001689,0.002826
Initialization: 5.564000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.555000
Kernel 1: 0.021000
Kernel 2: 84.230003
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001062 1.000000 fi:0.120859. Ave ac:0.002344,0.004015
Initialization: 6.921000
Memcpy Classifiers: 0.614000
Memcpy Instances: 8.391000
Kernel 1: 0.033000
Kernel 2: 85.306000
Copyback: 0.018000
Sum: 0.039000
It 18,Best ac:0.001327 1.000000 fi:0.116629. Ave ac:0.001895,0.003418
Initialization: 5.502000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.524000
Kernel 1: 0.024000
Kernel 2: 82.494003
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001327 1.000000 fi:0.117332. Ave ac:0.001909,0.002621
Initialization: 7.011000
Memcpy Classifiers: 0.712000
Memcpy Instances: 8.674000
Kernel 1: 0.023000
Kernel 2: 81.057999
Copyback: 0.018000
Sum: 0.038000
It 20,Best ac:0.000796 1.000000 fi:0.117168. Ave ac:0.002080,0.003917
Initialization: 6.514000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.491000
Kernel 1: 0.024000
Kernel 2: 78.916000
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.001061 1.000000 fi:0.121582. Ave ac:0.001626,0.003073
Initialization: 5.579000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.513000
Kernel 1: 0.023000
Kernel 2: 79.869003
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.000796 1.000000 fi:0.117167. Ave ac:0.002100,0.004828
Initialization: 5.529000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.498000
Kernel 1: 0.024000
Kernel 2: 80.778999
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.002124 1.000000 fi:0.121010. Ave ac:0.001972,0.004309
Initialization: 5.489000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.533000
Kernel 1: 0.023000
Kernel 2: 79.739998
Copyback: 0.018000
Sum: 0.037000
It 24,Best ac:0.001062 1.000000 fi:0.116765. Ave ac:0.002461,0.005095
Initialization: 5.509000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.496000
Kernel 1: 0.025000
Kernel 2: 81.261002
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000796 1.000000 fi:0.116931. Ave ac:0.002707,0.006271
Initialization: 5.516000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.486000
Kernel 1: 0.024000
Kernel 2: 78.796997
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000796 1.000000 fi:0.117121. Ave ac:0.002384,0.003879
Initialization: 5.987000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.413000
Kernel 1: 0.023000
Kernel 2: 79.221001
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000796 1.000000 fi:0.119354. Ave ac:0.002223,0.003616
MDL Theory Length Weight: 0.6272448680 (10)
Initialization: 7.750000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.501000
Kernel 1: 0.024000
Kernel 2: 79.220001
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000796 1.000000 fi:0.112851. Ave ac:0.001676,0.004338
Initialization: 5.998000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.489000
Kernel 1: 0.024000
Kernel 2: 78.665001
Copyback: 0.018000
Sum: 0.029000
It 29,Best ac:0.000796 1.000000 fi:0.113398. Ave ac:0.002407,0.005290
Initialization: 7.783000
Memcpy Classifiers: 0.600000
Memcpy Instances: 9.155000
Kernel 1: 0.023000
Kernel 2: 80.596001
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001062 1.000000 fi:0.115311. Ave ac:0.002856,0.005433
Initialization: 6.628000
Memcpy Classifiers: 0.680000
Memcpy Instances: 7.921000
Kernel 1: 0.023000
Kernel 2: 78.762001
Copyback: 0.371000
Sum: 0.028000
It 31,Best ac:0.000796 1.000000 fi:0.120512. Ave ac:0.002822,0.004755
Initialization: 6.305000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.531000
Kernel 1: 0.024000
Kernel 2: 79.651001
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.001062 1.000000 fi:0.116578. Ave ac:0.002727,0.006378
Initialization: 5.600000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.512000
Kernel 1: 0.024000
Kernel 2: 78.060997
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.000796 1.000000 fi:0.116415. Ave ac:0.002741,0.005660
Initialization: 32.819000
Memcpy Instances: 406.147003
Memcpy Classifiers: 0.082000
Kernel 1: 0.024000
Kernel 2: 541.320007
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.082000
Kernel 1: 0.014000
Kernel 2: 544.752991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 550.091003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 550.247009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 534.088989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 545.427002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 545.466003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 546.203979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.104000
Kernel 1: 0.022000
Kernel 2: 463.497986
Copyback: 0.018000
Sum: 0.004000
It 34,Best ac:0.001258 0.537415 fi:0.581885. Ave ac:0.002260,0.008066
Best acc 0.001258 0.537415
Rule:Att PSSM_-4_4 is [<2.947766]|Att PSSM_-4_6 is [<-0.170429]|Att PSSM_-3_12 is [<1.328922]|Att PSSM_-3_13 is [0.237677,5.020795]|Att PSSM_-2_1 is [<4.474346]|Att PSSM_0_2 is [-5.929474,-2.070526]|Att PSSM_0_4 is [<1.441532]|Att PSSM_0_15 is [-6.437512,-1.562487]|Att PSSM_0_19 is [-4.360092,3.479462]|Att PSSM_1_4 is [-4.812674,0.812674]|Att PSSM_1_14 is [-2.052436,2.868359]|Att PSSM_4_14 is [-6.223526,-1.776474]|1
Accuracy : 0.791615
0	1	
151638	12442	
36453	34105	
Removed 294 instances. 188091 Instances left. Acc of rule 0.000865-0.554422
Initialization: 5.711000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.034000
Kernel 1: 0.033000
Kernel 2: 93.574997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.004723 accuracy2:0.184948
Initialization: 5.532000
Memcpy Classifiers: 0.522000
Memcpy Instances: 10.829000
Kernel 1: 0.023000
Kernel 2: 93.542999
Copyback: 0.019000
Sum: 0.061000
It 0,Best ac:0.000532 1.000000 fi:0.257506. Ave ac:0.005524,0.008404
Initialization: 5.504000
Memcpy Classifiers: 0.523000
Memcpy Instances: 10.999000
Kernel 1: 0.026000
Kernel 2: 93.375000
Copyback: 0.016000
Sum: 0.030000
It 1,Best ac:0.000532 1.000000 fi:0.257506. Ave ac:0.005002,0.007960
Initialization: 5.579000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.486000
Kernel 1: 0.024000
Kernel 2: 91.537003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.001063 0.666667 fi:0.433116. Ave ac:0.005509,0.008738
Initialization: 5.549000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.481000
Kernel 1: 0.023000
Kernel 2: 90.426003
Copyback: 0.017000
Sum: 0.038000
It 3,Best ac:0.000531 1.000000 fi:0.258523. Ave ac:0.004367,0.006495
Initialization: 5.556000
Memcpy Classifiers: 0.494000
Memcpy Instances: 9.875000
Kernel 1: 0.022000
Kernel 2: 86.955002
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.000797 1.000000 fi:0.099921. Ave ac:0.003903,0.005710
Initialization: 5.538000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.669000
Kernel 1: 0.023000
Kernel 2: 85.656998
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001329 1.000000 fi:0.099645. Ave ac:0.003896,0.005043
Initialization: 5.507000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.501000
Kernel 1: 0.023000
Kernel 2: 85.957001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001595 1.000000 fi:0.099508. Ave ac:0.003219,0.004634
Initialization: 5.490000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.125000
Kernel 1: 0.032000
Kernel 2: 85.855003
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000798 1.000000 fi:0.099921. Ave ac:0.002648,0.003998
Initialization: 5.546000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.490000
Kernel 1: 0.023000
Kernel 2: 85.000000
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.001063 1.000000 fi:0.099783. Ave ac:0.002448,0.003228
Initialization: 5.524000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.025000
Kernel 1: 0.026000
Kernel 2: 84.893997
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.001063 1.000000 fi:0.099783. Ave ac:0.002339,0.003235
Iteration 10:MDL fitness activated
Error 0.099783 TL 0.051572
MDL Theory Length Weight: 0.6449469841 (4)
Initialization: 5.517000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.479000
Kernel 1: 0.023000
Kernel 2: 86.637001
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.001064 1.000000 fi:0.121287. Ave ac:0.002614,0.003557
Initialization: 6.888000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.575000
Kernel 1: 0.033000
Kernel 2: 85.629997
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.001063 1.000000 fi:0.128424. Ave ac:0.002147,0.002936
Initialization: 7.355000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.118000
Kernel 1: 0.025000
Kernel 2: 87.007004
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.001064 1.000000 fi:0.123618. Ave ac:0.002284,0.002847
Initialization: 6.740000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.487000
Kernel 1: 0.023000
Kernel 2: 86.232002
Copyback: 0.018000
Sum: 0.036000
It 13,Best ac:0.001063 1.000000 fi:0.130105. Ave ac:0.002530,0.003939
Initialization: 6.118000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.569000
Kernel 1: 0.024000
Kernel 2: 86.436996
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.000797 1.000000 fi:0.129257. Ave ac:0.002848,0.004469
Initialization: 5.463000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.480000
Kernel 1: 0.024000
Kernel 2: 86.672997
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000797 1.000000 fi:0.121425. Ave ac:0.003454,0.005138
Initialization: 5.493000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.502000
Kernel 1: 0.024000
Kernel 2: 85.484001
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.000797 1.000000 fi:0.125678. Ave ac:0.002833,0.004328
Initialization: 6.121000
Memcpy Classifiers: 0.787000
Memcpy Instances: 9.807000
Kernel 1: 0.024000
Kernel 2: 87.320000
Copyback: 0.017000
Sum: 0.041000
It 17,Best ac:0.001064 1.000000 fi:0.129245. Ave ac:0.002718,0.003941
Initialization: 7.811000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.498000
Kernel 1: 0.023000
Kernel 2: 85.552002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001064 1.000000 fi:0.124143. Ave ac:0.001893,0.002683
Initialization: 6.186000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.531000
Kernel 1: 0.026000
Kernel 2: 84.871002
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.000797 1.000000 fi:0.123594. Ave ac:0.002304,0.003231
MDL Theory Length Weight: 0.5804522857 (14)
Initialization: 5.730000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.764000
Kernel 1: 0.024000
Kernel 2: 83.864998
Copyback: 0.018000
Sum: 0.038000
It 20,Best ac:0.000797 1.000000 fi:0.121523. Ave ac:0.002180,0.003460
Initialization: 5.632000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.480000
Kernel 1: 0.023000
Kernel 2: 86.454002
Copyback: 0.018000
Sum: 0.038000
It 21,Best ac:0.000798 1.000000 fi:0.119274. Ave ac:0.001743,0.002339
Initialization: 8.280000
Memcpy Classifiers: 0.722000
Memcpy Instances: 9.822000
Kernel 1: 0.024000
Kernel 2: 85.130997
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.001329 1.000000 fi:0.120827. Ave ac:0.002203,0.002992
Initialization: 6.064000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.484000
Kernel 1: 0.023000
Kernel 2: 82.290001
Copyback: 0.017000
Sum: 0.046000
It 23,Best ac:0.000797 1.000000 fi:0.121022. Ave ac:0.001890,0.003529
Initialization: 7.222000
Memcpy Classifiers: 0.774000
Memcpy Instances: 8.287000
Kernel 1: 0.024000
Kernel 2: 82.593002
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.001595 1.000000 fi:0.117939. Ave ac:0.002273,0.003773
Initialization: 6.557000
Memcpy Classifiers: 0.614000
Memcpy Instances: 8.117000
Kernel 1: 0.023000
Kernel 2: 83.031998
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.001329 1.000000 fi:0.124157. Ave ac:0.002016,0.003773
Initialization: 6.124000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.864000
Kernel 1: 0.026000
Kernel 2: 81.813004
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.001064 1.000000 fi:0.126099. Ave ac:0.001776,0.002540
Initialization: 5.519000
Memcpy Classifiers: 0.468000
Memcpy Instances: 11.418000
Kernel 1: 0.026000
Kernel 2: 81.360001
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.000797 1.000000 fi:0.119274. Ave ac:0.002003,0.003008
Initialization: 6.050000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.559000
Kernel 1: 0.026000
Kernel 2: 81.759003
Copyback: 0.018000
Sum: 0.033000
It 28,Best ac:0.000798 1.000000 fi:0.117025. Ave ac:0.001705,0.002841
Initialization: 5.748000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.463000
Kernel 1: 0.023000
Kernel 2: 81.023003
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.000797 1.000000 fi:0.115403. Ave ac:0.001941,0.002873
Initialization: 5.534000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.437000
Kernel 1: 0.024000
Kernel 2: 81.190002
Copyback: 0.018000
Sum: 0.038000
It 30,Best ac:0.000797 1.000000 fi:0.116721. Ave ac:0.001547,0.002108
Initialization: 5.699000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.518000
Kernel 1: 0.024000
Kernel 2: 82.749001
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.000797 1.000000 fi:0.116224. Ave ac:0.001860,0.002946
Initialization: 6.520000
Memcpy Classifiers: 0.639000
Memcpy Instances: 8.212000
Kernel 1: 0.031000
Kernel 2: 82.182999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000798 1.000000 fi:0.119996. Ave ac:0.001535,0.002510
Initialization: 7.110000
Memcpy Classifiers: 0.702000
Memcpy Instances: 10.252000
Kernel 1: 0.025000
Kernel 2: 80.063004
Copyback: 0.018000
Sum: 0.037000
It 33,Best ac:0.001595 1.000000 fi:0.117564. Ave ac:0.001808,0.003095
Initialization: 31.667000
Memcpy Instances: 451.385010
Memcpy Classifiers: 0.141000
Kernel 1: 0.034000
Kernel 2: 548.008972
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.097000
Kernel 1: 0.014000
Kernel 2: 568.997009
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.097000
Kernel 1: 0.017000
Kernel 2: 568.500000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.013000
Kernel 2: 563.843994
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.137000
Kernel 1: 0.022000
Kernel 2: 556.880005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.014000
Kernel 2: 569.692993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.012000
Kernel 2: 552.770020
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.097000
Kernel 1: 0.013000
Kernel 2: 578.484009
Copyback: 0.017000
Sum: 0.005000
Memcpy Classifiers: 0.088000
Kernel 1: 0.016000
Kernel 2: 450.339996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000914 0.616487 fi:0.505297. Ave ac:0.002139,0.006447
Best acc 0.000914 0.616487
Initialization: 6.478000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.487000
Kernel 1: 0.024000
Kernel 2: 91.612999
Copyback: 0.017000
Sum: 0.037000
Initial population average accuracy1:0.005414 accuracy2:0.193522
Initialization: 7.374000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.520000
Kernel 1: 0.023000
Kernel 2: 93.014000
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.001595 0.857143 fi:0.242365. Ave ac:0.005253,0.009847
Initialization: 5.487000
Memcpy Classifiers: 0.578000
Memcpy Instances: 11.666000
Kernel 1: 0.026000
Kernel 2: 91.896004
Copyback: 0.018000
Sum: 0.030000
It 1,Best ac:0.000532 1.000000 fi:0.257506. Ave ac:0.004375,0.006944
Initialization: 5.584000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.505000
Kernel 1: 0.024000
Kernel 2: 91.228996
Copyback: 0.017000
Sum: 0.026000
It 2,Best ac:0.000797 0.750000 fi:0.349921. Ave ac:0.004732,0.007484
Initialization: 7.609000
Memcpy Classifiers: 0.839000
Memcpy Instances: 8.505000
Kernel 1: 0.024000
Kernel 2: 89.428001
Copyback: 0.016000
Sum: 0.031000
It 3,Best ac:0.000532 1.000000 fi:0.257506. Ave ac:0.004444,0.006814
Initialization: 5.904000
Memcpy Classifiers: 0.871000
Memcpy Instances: 8.931000
Kernel 1: 0.024000
Kernel 2: 90.253998
Copyback: 0.368000
Sum: 0.037000
It 4,Best ac:0.000532 1.000000 fi:0.257506. Ave ac:0.004082,0.007179
Initialization: 7.225000
Memcpy Classifiers: 0.922000
Memcpy Instances: 10.046000
Kernel 1: 0.024000
Kernel 2: 89.931999
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.001329 1.000000 fi:0.099645. Ave ac:0.003762,0.005753
Initialization: 5.779000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.561000
Kernel 1: 0.023000
Kernel 2: 91.771004
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.001595 1.000000 fi:0.099508. Ave ac:0.003541,0.005869
Initialization: 6.262000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.834000
Kernel 1: 0.023000
Kernel 2: 93.214996
Copyback: 0.016000
Sum: 0.030000
It 7,Best ac:0.001329 1.000000 fi:0.099645. Ave ac:0.003262,0.005096
Initialization: 6.560000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.751000
Kernel 1: 0.023000
Kernel 2: 90.973000
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.001063 1.000000 fi:0.099783. Ave ac:0.003024,0.005037
Initialization: 6.402000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.748000
Kernel 1: 0.024000
Kernel 2: 91.792000
Copyback: 0.017000
Sum: 0.026000
It 9,Best ac:0.001329 1.000000 fi:0.099645. Ave ac:0.003329,0.006629
Iteration 10:MDL fitness activated
Error 0.099645 TL 0.049913
MDL Theory Length Weight: 0.6654573232 (4)
Initialization: 6.730000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.490000
Kernel 1: 0.023000
Kernel 2: 90.667999
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.000797 1.000000 fi:0.136808. Ave ac:0.003011,0.005561
Initialization: 7.180000
Memcpy Classifiers: 0.840000
Memcpy Instances: 10.172000
Kernel 1: 0.024000
Kernel 2: 90.121002
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.000797 1.000000 fi:0.122032. Ave ac:0.002677,0.005265
Initialization: 5.857000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.485000
Kernel 1: 0.023000
Kernel 2: 90.335999
Copyback: 0.018000
Sum: 0.039000
It 12,Best ac:0.002126 1.000000 fi:0.127165. Ave ac:0.003501,0.006248
Initialization: 5.555000
Memcpy Classifiers: 0.505000
Memcpy Instances: 10.190000
Kernel 1: 0.024000
Kernel 2: 90.625999
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.000797 1.000000 fi:0.124692. Ave ac:0.003541,0.006952
Initialization: 6.556000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.502000
Kernel 1: 0.025000
Kernel 2: 93.757004
Copyback: 0.017000
Sum: 0.043000
It 14,Best ac:0.001063 1.000000 fi:0.123205. Ave ac:0.003955,0.006507
Initialization: 6.338000
Memcpy Classifiers: 0.839000
Memcpy Instances: 9.845000
Kernel 1: 0.031000
Kernel 2: 91.940002
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001063 1.000000 fi:0.127267. Ave ac:0.003366,0.006464
Initialization: 6.463000
Memcpy Classifiers: 0.739000
Memcpy Instances: 8.946000
Kernel 1: 0.033000
Kernel 2: 92.906998
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001063 1.000000 fi:0.123640. Ave ac:0.003139,0.005987
Initialization: 8.129000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.751000
Kernel 1: 0.024000
Kernel 2: 92.375000
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000798 1.000000 fi:0.129943. Ave ac:0.002964,0.006257
Initialization: 6.200000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.495000
Kernel 1: 0.024000
Kernel 2: 91.592003
Copyback: 0.019000
Sum: 0.032000
It 18,Best ac:0.000797 1.000000 fi:0.126152. Ave ac:0.003657,0.007560
Initialization: 5.498000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.504000
Kernel 1: 0.025000
Kernel 2: 91.637001
Copyback: 0.018000
Sum: 0.035000
It 19,Best ac:0.001595 0.857143 fi:0.268368. Ave ac:0.002212,0.003756
Initialization: 6.514000
Memcpy Classifiers: 0.665000
Memcpy Instances: 7.754000
Kernel 1: 0.022000
Kernel 2: 92.477997
Copyback: 0.018000
Sum: 0.038000
It 20,Best ac:0.000798 1.000000 fi:0.130113. Ave ac:0.002257,0.004489
MDL Theory Length Weight: 0.5989115909 (10)
Initialization: 7.855000
Memcpy Classifiers: 0.640000
Memcpy Instances: 9.205000
Kernel 1: 0.023000
Kernel 2: 90.219002
Copyback: 0.018000
Sum: 0.037000
It 21,Best ac:0.001595 1.000000 fi:0.118872. Ave ac:0.002987,0.005649
Initialization: 5.470000
Memcpy Classifiers: 0.467000
Memcpy Instances: 11.157000
Kernel 1: 0.029000
Kernel 2: 91.458000
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000798 1.000000 fi:0.119525. Ave ac:0.002939,0.004798
Initialization: 6.081000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.481000
Kernel 1: 0.023000
Kernel 2: 89.565002
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.001063 1.000000 fi:0.119388. Ave ac:0.002897,0.005116
Initialization: 7.083000
Memcpy Classifiers: 0.806000
Memcpy Instances: 8.464000
Kernel 1: 0.023000
Kernel 2: 90.527000
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000798 1.000000 fi:0.121323. Ave ac:0.001843,0.003884
Initialization: 6.333000
Memcpy Classifiers: 0.919000
Memcpy Instances: 10.944000
Kernel 1: 0.026000
Kernel 2: 89.787003
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000797 1.000000 fi:0.118709. Ave ac:0.001710,0.002790
Initialization: 6.516000
Memcpy Classifiers: 0.639000
Memcpy Instances: 10.716000
Kernel 1: 0.026000
Kernel 2: 90.434998
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001063 1.000000 fi:0.117055. Ave ac:0.002294,0.003226
Initialization: 6.268000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.478000
Kernel 1: 0.023000
Kernel 2: 90.994003
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001063 1.000000 fi:0.120016. Ave ac:0.002330,0.004524
Initialization: 5.563000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.298000
Kernel 1: 0.025000
Kernel 2: 90.188004
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001063 1.000000 fi:0.124294. Ave ac:0.002314,0.005591
Initialization: 5.571000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.555000
Kernel 1: 0.023000
Kernel 2: 89.730003
Copyback: 0.018000
Sum: 0.037000
It 29,Best ac:0.000797 1.000000 fi:0.129818. Ave ac:0.002073,0.004684
Initialization: 5.520000
Memcpy Classifiers: 0.652000
Memcpy Instances: 12.152000
Kernel 1: 0.025000
Kernel 2: 90.341003
Copyback: 0.017000
Sum: 0.037000
It 30,Best ac:0.000797 1.000000 fi:0.117437. Ave ac:0.002308,0.005113
Initialization: 7.190000
Memcpy Classifiers: 0.615000
Memcpy Instances: 9.210000
Kernel 1: 0.024000
Kernel 2: 88.452003
Copyback: 0.018000
Sum: 0.041000
It 31,Best ac:0.000797 1.000000 fi:0.120845. Ave ac:0.001942,0.005267
Initialization: 5.496000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.486000
Kernel 1: 0.023000
Kernel 2: 87.372002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000797 1.000000 fi:0.114574. Ave ac:0.002632,0.005974
Initialization: 6.868000
Memcpy Classifiers: 0.698000
Memcpy Instances: 10.674000
Kernel 1: 0.026000
Kernel 2: 87.737999
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001064 1.000000 fi:0.114436. Ave ac:0.002380,0.005438
Initialization: 33.608002
Memcpy Instances: 446.436005
Memcpy Classifiers: 0.136000
Kernel 1: 0.034000
Kernel 2: 606.026978
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.096000
Kernel 1: 0.014000
Kernel 2: 626.929016
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.135000
Kernel 1: 0.022000
Kernel 2: 619.835999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.134000
Kernel 1: 0.021000
Kernel 2: 633.004028
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.135000
Kernel 1: 0.021000
Kernel 2: 636.546997
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.135000
Kernel 1: 0.022000
Kernel 2: 602.060974
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.134000
Kernel 1: 0.021000
Kernel 2: 626.494019
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.134000
Kernel 1: 0.021000
Kernel 2: 616.609985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.087000
Kernel 1: 0.012000
Kernel 2: 522.523987
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.000914 0.603509 fi:0.517753. Ave ac:0.002415,0.008196
Best acc 0.000914 0.603509
Rule:Att PSSM_-3_6 is [-5.842172,-0.157829]|Att PSSM_-2_2 is [-2.810608,7.860847]|Att PSSM_-2_5 is [<1.615286]|Att PSSM_-2_18 is [<6.510883]|Att PSSM_0_4 is [-6.235779,-1.764221]|Att PSSM_0_8 is [-6.163383,0.163383]|Att PSSM_0_12 is [<-2.035310]|Att PSSM_1_4 is [-6.378988,-0.500788]|Att PSSM_2_6 is [>-6.703465]|Att PSSM_2_16 is [-4.453982,1.873824]|Att PSSM_3_1 is [1.240332,6.937984]|Att PSSM_3_15 is [-5.675406,4.065480]|Att PSSM_4_8 is [<3.932852]|Att PSSM_4_12 is [<-1.805665]|1
Accuracy : 0.791892
0	1	
151531	12549	
36281	34277	
Removed 279 instances. 187812 Instances left. Acc of rule 0.000914-0.616487
Initialization: 7.162000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.468000
Kernel 1: 0.023000
Kernel 2: 93.330002
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.004569 accuracy2:0.200466
Initialization: 6.979000
Memcpy Classifiers: 0.904000
Memcpy Instances: 11.391000
Kernel 1: 0.032000
Kernel 2: 90.560997
Copyback: 0.017000
Sum: 0.026000
It 0,Best ac:0.000799 1.000000 fi:0.099919. Ave ac:0.004525,0.008831
Initialization: 5.525000
Memcpy Classifiers: 0.568000
Memcpy Instances: 11.630000
Kernel 1: 0.027000
Kernel 2: 90.407997
Copyback: 0.019000
Sum: 0.031000
It 1,Best ac:0.000799 0.600000 fi:0.499919. Ave ac:0.003877,0.006621
Initialization: 5.536000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.216000
Kernel 1: 0.032000
Kernel 2: 90.861000
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.000799 1.000000 fi:0.099919. Ave ac:0.004092,0.007157
Initialization: 5.516000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.464000
Kernel 1: 0.025000
Kernel 2: 88.517998
Copyback: 0.372000
Sum: 0.033000
It 3,Best ac:0.000532 1.000000 fi:0.253410. Ave ac:0.003667,0.005919
Initialization: 5.437000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.519000
Kernel 1: 0.023000
Kernel 2: 86.851997
Copyback: 0.016000
Sum: 0.036000
It 4,Best ac:0.000799 1.000000 fi:0.099918. Ave ac:0.003607,0.005022
Initialization: 5.477000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.476000
Kernel 1: 0.024000
Kernel 2: 87.347000
Copyback: 0.018000
Sum: 0.045000
It 5,Best ac:0.000533 1.000000 fi:0.253410. Ave ac:0.004075,0.005515
Initialization: 5.441000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.500000
Kernel 1: 0.024000
Kernel 2: 85.736000
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.000799 1.000000 fi:0.099919. Ave ac:0.003539,0.005162
Initialization: 5.509000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.554000
Kernel 1: 0.023000
Kernel 2: 86.174004
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.000799 1.000000 fi:0.099919. Ave ac:0.002406,0.003562
Initialization: 5.627000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.112000
Kernel 1: 0.024000
Kernel 2: 90.712997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.000799 1.000000 fi:0.099918. Ave ac:0.003980,0.005462
Initialization: 5.574000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.187000
Kernel 1: 0.031000
Kernel 2: 86.440002
Copyback: 0.019000
Sum: 0.036000
It 9,Best ac:0.001065 1.000000 fi:0.099781. Ave ac:0.003116,0.005832
Iteration 10:MDL fitness activated
Error 0.099781 TL 0.051088
MDL Theory Length Weight: 0.6510433025 (1)
Initialization: 6.035000
Memcpy Classifiers: 0.774000
Memcpy Instances: 9.416000
Kernel 1: 0.024000
Kernel 2: 90.139999
Copyback: 0.018000
Sum: 0.038000
It 10,Best ac:0.001065 1.000000 fi:0.119404. Ave ac:0.002849,0.004670
Initialization: 6.596000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.547000
Kernel 1: 0.033000
Kernel 2: 87.956001
Copyback: 0.018000
Sum: 0.039000
It 11,Best ac:0.001065 1.000000 fi:0.119913. Ave ac:0.002658,0.004928
Initialization: 6.878000
Memcpy Classifiers: 0.775000
Memcpy Instances: 11.441000
Kernel 1: 0.025000
Kernel 2: 89.089996
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001065 1.000000 fi:0.116357. Ave ac:0.002966,0.004945
Initialization: 6.870000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.721000
Kernel 1: 0.026000
Kernel 2: 84.838997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000799 1.000000 fi:0.129612. Ave ac:0.002186,0.003627
Initialization: 5.559000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.120000
Kernel 1: 0.031000
Kernel 2: 85.108002
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001331 1.000000 fi:0.121385. Ave ac:0.002690,0.004378
Initialization: 7.265000
Memcpy Classifiers: 0.775000
Memcpy Instances: 10.129000
Kernel 1: 0.024000
Kernel 2: 84.080002
Copyback: 0.018000
Sum: 0.037000
It 15,Best ac:0.000799 1.000000 fi:0.118450. Ave ac:0.003112,0.004824
Initialization: 5.578000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.814000
Kernel 1: 0.025000
Kernel 2: 82.429001
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.001065 1.000000 fi:0.115840. Ave ac:0.002810,0.005404
Initialization: 5.511000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.459000
Kernel 1: 0.023000
Kernel 2: 83.417999
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.001065 1.000000 fi:0.124844. Ave ac:0.002641,0.004980
Initialization: 5.556000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.175000
Kernel 1: 0.023000
Kernel 2: 84.330002
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001065 1.000000 fi:0.115667. Ave ac:0.002162,0.003695
Initialization: 6.660000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.448000
Kernel 1: 0.022000
Kernel 2: 80.605003
Copyback: 0.019000
Sum: 0.042000
It 19,Best ac:0.001065 1.000000 fi:0.120312. Ave ac:0.002464,0.004708
Initialization: 6.756000
Memcpy Classifiers: 0.565000
Memcpy Instances: 8.201000
Kernel 1: 0.022000
Kernel 2: 80.026001
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.000799 1.000000 fi:0.116440. Ave ac:0.002822,0.006389
Initialization: 5.840000
Memcpy Classifiers: 0.414000
Memcpy Instances: 9.740000
Kernel 1: 0.032000
Kernel 2: 77.174004
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001065 1.000000 fi:0.123241. Ave ac:0.002620,0.005225
Initialization: 7.182000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.481000
Kernel 1: 0.023000
Kernel 2: 78.915001
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.001331 1.000000 fi:0.116846. Ave ac:0.002478,0.004143
Initialization: 5.998000
Memcpy Classifiers: 0.420000
Memcpy Instances: 10.666000
Kernel 1: 0.022000
Kernel 2: 82.672997
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000799 1.000000 fi:0.117400. Ave ac:0.003249,0.005813
Initialization: 5.548000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.466000
Kernel 1: 0.024000
Kernel 2: 80.071999
Copyback: 0.019000
Sum: 0.035000
It 24,Best ac:0.000799 1.000000 fi:0.115390. Ave ac:0.002576,0.004624
Initialization: 5.503000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.485000
Kernel 1: 0.023000
Kernel 2: 79.546997
Copyback: 0.018000
Sum: 0.038000
It 25,Best ac:0.001065 1.000000 fi:0.118124. Ave ac:0.002403,0.004597
Initialization: 5.488000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.492000
Kernel 1: 0.023000
Kernel 2: 82.994003
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.000799 1.000000 fi:0.126344. Ave ac:0.002174,0.003997
Initialization: 7.592000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.484000
Kernel 1: 0.023000
Kernel 2: 86.329002
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001331 1.000000 fi:0.121584. Ave ac:0.003213,0.004871
Initialization: 6.125000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.304000
Kernel 1: 0.031000
Kernel 2: 86.554001
Copyback: 0.018000
Sum: 0.040000
It 28,Best ac:0.000799 1.000000 fi:0.119606. Ave ac:0.002827,0.005311
Initialization: 6.045000
Memcpy Classifiers: 0.457000
Memcpy Instances: 7.522000
Kernel 1: 0.023000
Kernel 2: 89.021004
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.000799 1.000000 fi:0.119582. Ave ac:0.002655,0.004384
Initialization: 5.480000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.463000
Kernel 1: 0.025000
Kernel 2: 87.807999
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001332 1.000000 fi:0.120416. Ave ac:0.002602,0.003442
Initialization: 6.809000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.492000
Kernel 1: 0.024000
Kernel 2: 87.846001
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.001864 1.000000 fi:0.115327. Ave ac:0.002685,0.005011
Initialization: 6.354000
Memcpy Classifiers: 0.651000
Memcpy Instances: 8.365000
Kernel 1: 0.022000
Kernel 2: 85.184998
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001065 1.000000 fi:0.119445. Ave ac:0.002879,0.004922
Initialization: 5.522000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.999000
Kernel 1: 0.027000
Kernel 2: 86.805000
Copyback: 0.016000
Sum: 0.025000
It 33,Best ac:0.000799 1.000000 fi:0.121860. Ave ac:0.002108,0.003872
Initialization: 28.330999
Memcpy Instances: 370.513000
Memcpy Classifiers: 0.092000
Kernel 1: 0.028000
Kernel 2: 611.481018
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 573.935974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 579.176025
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.012000
Kernel 2: 585.335999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 555.447021
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.126000
Kernel 1: 0.021000
Kernel 2: 600.421997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 595.559998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 570.426025
Copyback: 0.027000
Sum: 0.012000
Memcpy Classifiers: 0.119000
Kernel 1: 0.029000
Kernel 2: 483.714996
Copyback: 0.016000
Sum: 0.002000
It 34,Best ac:0.000703 0.571429 fi:0.552001. Ave ac:0.002337,0.007118
Best acc 0.000703 0.571429
Initialization: 5.505000
Memcpy Classifiers: 0.560000
Memcpy Instances: 7.469000
Kernel 1: 0.025000
Kernel 2: 92.018997
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.004725 accuracy2:0.196416
Initialization: 5.360000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.495000
Kernel 1: 0.023000
Kernel 2: 92.042000
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.000799 0.750000 fi:0.349919. Ave ac:0.004863,0.009326
Initialization: 5.437000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.463000
Kernel 1: 0.024000
Kernel 2: 91.977997
Copyback: 0.016000
Sum: 0.033000
It 1,Best ac:0.000799 1.000000 fi:0.099919. Ave ac:0.004703,0.008359
Initialization: 5.408000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.516000
Kernel 1: 0.023000
Kernel 2: 91.483002
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000532 1.000000 fi:0.254438. Ave ac:0.004061,0.007075
Initialization: 5.478000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.674000
Kernel 1: 0.028000
Kernel 2: 90.652000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000799 1.000000 fi:0.099919. Ave ac:0.003804,0.006473
Initialization: 5.452000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.504000
Kernel 1: 0.023000
Kernel 2: 90.691002
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.000532 1.000000 fi:0.254438. Ave ac:0.003630,0.005866
Initialization: 5.473000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.483000
Kernel 1: 0.024000
Kernel 2: 91.544998
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.000532 1.000000 fi:0.253410. Ave ac:0.004195,0.007255
Initialization: 5.380000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.489000
Kernel 1: 0.023000
Kernel 2: 90.832001
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.001065 1.000000 fi:0.099781. Ave ac:0.003248,0.005517
Initialization: 5.459000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.478000
Kernel 1: 0.024000
Kernel 2: 90.775002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.000799 1.000000 fi:0.099918. Ave ac:0.002505,0.005370
Initialization: 5.542000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.470000
Kernel 1: 0.023000
Kernel 2: 90.806000
Copyback: 0.018000
Sum: 0.036000
It 8,Best ac:0.001598 0.857143 fi:0.242360. Ave ac:0.003480,0.006903
Initialization: 5.555000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.471000
Kernel 1: 0.024000
Kernel 2: 89.185997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001332 1.000000 fi:0.099642. Ave ac:0.002883,0.005233
Iteration 10:MDL fitness activated
Error 0.099642 TL 0.041490
MDL Theory Length Weight: 0.8005204651 (1)
Initialization: 5.492000
Memcpy Classifiers: 0.575000
Memcpy Instances: 7.473000
Kernel 1: 0.024000
Kernel 2: 89.060997
Copyback: 0.016000
Sum: 0.030000
It 10,Best ac:0.000799 1.000000 fi:0.128335. Ave ac:0.002967,0.006580
Initialization: 5.424000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.496000
Kernel 1: 0.023000
Kernel 2: 88.714996
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.000799 1.000000 fi:0.132963. Ave ac:0.002793,0.006213
Initialization: 7.290000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.464000
Kernel 1: 0.025000
Kernel 2: 87.879997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.000799 1.000000 fi:0.120745. Ave ac:0.003744,0.007287
Initialization: 6.008000
Memcpy Classifiers: 0.575000
Memcpy Instances: 8.644000
Kernel 1: 0.024000
Kernel 2: 83.181999
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.001331 0.833333 fi:0.283298. Ave ac:0.003319,0.006003
Initialization: 6.484000
Memcpy Classifiers: 0.808000
Memcpy Instances: 10.263000
Kernel 1: 0.023000
Kernel 2: 83.904999
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001065 1.000000 fi:0.141837. Ave ac:0.003370,0.008044
Initialization: 5.481000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.464000
Kernel 1: 0.024000
Kernel 2: 82.875999
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000799 1.000000 fi:0.117505. Ave ac:0.003556,0.007727
Initialization: 5.800000
Memcpy Classifiers: 0.766000
Memcpy Instances: 10.473000
Kernel 1: 0.024000
Kernel 2: 83.841003
Copyback: 0.016000
Sum: 0.033000
It 16,Best ac:0.000799 1.000000 fi:0.122080. Ave ac:0.004741,0.010816
Initialization: 5.443000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.494000
Kernel 1: 0.024000
Kernel 2: 79.415001
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.000799 1.000000 fi:0.118791. Ave ac:0.004667,0.010698
Initialization: 5.499000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.488000
Kernel 1: 0.023000
Kernel 2: 79.614998
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000799 1.000000 fi:0.138805. Ave ac:0.003830,0.010720
Initialization: 8.331000
Memcpy Classifiers: 0.840000
Memcpy Instances: 11.570000
Kernel 1: 0.023000
Kernel 2: 80.459000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000799 1.000000 fi:0.126018. Ave ac:0.002569,0.006333
Initialization: 5.522000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.975000
Kernel 1: 0.024000
Kernel 2: 79.242996
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001065 1.000000 fi:0.123061. Ave ac:0.002855,0.006802
Initialization: 5.486000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.478000
Kernel 1: 0.024000
Kernel 2: 80.583000
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.000799 1.000000 fi:0.120804. Ave ac:0.002834,0.005651
Initialization: 6.256000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.403000
Kernel 1: 0.022000
Kernel 2: 79.148003
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.001331 1.000000 fi:0.118330. Ave ac:0.003124,0.008109
Initialization: 5.439000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.495000
Kernel 1: 0.022000
Kernel 2: 78.653000
Copyback: 0.018000
Sum: 0.037000
It 23,Best ac:0.001065 1.000000 fi:0.120036. Ave ac:0.003330,0.007800
Initialization: 5.600000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.181000
Kernel 1: 0.023000
Kernel 2: 78.974998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000799 1.000000 fi:0.124869. Ave ac:0.002388,0.005395
MDL Theory Length Weight: 0.7204684186 (10)
Initialization: 5.416000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.488000
Kernel 1: 0.023000
Kernel 2: 80.498001
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000799 1.000000 fi:0.123408. Ave ac:0.002932,0.006656
Initialization: 5.414000
Memcpy Classifiers: 0.481000
Memcpy Instances: 9.325000
Kernel 1: 0.023000
Kernel 2: 81.280998
Copyback: 0.019000
Sum: 0.039000
It 26,Best ac:0.000799 1.000000 fi:0.124547. Ave ac:0.002794,0.005747
Initialization: 5.405000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.461000
Kernel 1: 0.023000
Kernel 2: 76.973999
Copyback: 0.018000
Sum: 0.040000
It 27,Best ac:0.000799 1.000000 fi:0.116737. Ave ac:0.001996,0.003838
Initialization: 5.545000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.708000
Kernel 1: 0.026000
Kernel 2: 74.991997
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000799 1.000000 fi:0.115746. Ave ac:0.002616,0.006254
Initialization: 5.542000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.112000
Kernel 1: 0.026000
Kernel 2: 75.160004
Copyback: 0.370000
Sum: 0.038000
It 29,Best ac:0.001597 0.857143 fi:0.264884. Ave ac:0.002579,0.004909
Initialization: 5.441000
Memcpy Classifiers: 0.484000
Memcpy Instances: 10.933000
Kernel 1: 0.028000
Kernel 2: 78.097000
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.000799 1.000000 fi:0.113460. Ave ac:0.002628,0.006425
Initialization: 6.930000
Memcpy Classifiers: 0.700000
Memcpy Instances: 7.463000
Kernel 1: 0.023000
Kernel 2: 76.834999
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.001065 1.000000 fi:0.122131. Ave ac:0.002640,0.005539
Initialization: 5.740000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.465000
Kernel 1: 0.024000
Kernel 2: 75.652000
Copyback: 0.018000
Sum: 0.038000
It 32,Best ac:0.000799 1.000000 fi:0.117359. Ave ac:0.002427,0.004642
Initialization: 6.084000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.771000
Kernel 1: 0.029000
Kernel 2: 73.967003
Copyback: 0.019000
Sum: 0.040000
It 33,Best ac:0.001331 1.000000 fi:0.119886. Ave ac:0.002242,0.007235
Initialization: 32.023998
Memcpy Instances: 456.621002
Memcpy Classifiers: 0.096000
Kernel 1: 0.026000
Kernel 2: 548.200989
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 543.007019
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 537.469971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 548.554993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 538.869019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 541.340027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.112000
Kernel 1: 0.016000
Kernel 2: 538.804993
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.130000
Kernel 1: 0.022000
Kernel 2: 516.822021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.106000
Kernel 1: 0.017000
Kernel 2: 464.578003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000745 0.590717 fi:0.529472. Ave ac:0.001948,0.006146
Best acc 0.000745 0.590717
Rule:Att PSSM_-2_7 is [<-1.530139]|Att PSSM_-1_7 is [<2.816747]|Att PSSM_-1_14 is [>-4.597896]|Att PSSM_0_4 is [<-0.012213]|Att PSSM_0_6 is [-5.622495,-2.882933]|Att PSSM_0_10 is [>4.119181]|Att PSSM_0_12 is [<-0.085106]|Att PSSM_3_11 is [-6.172461,1.871653]|Att PSSM_4_7 is [<-0.912897]|Att PSSM_4_18 is [-5.153728,9.609780]|1
Accuracy : 0.792075
0	1	
151434	12646	
36141	34417	
Removed 237 instances. 187575 Instances left. Acc of rule 0.000745-0.590717
Initialization: 8.142000
Memcpy Classifiers: 0.833000
Memcpy Instances: 9.849000
Kernel 1: 0.027000
Kernel 2: 93.254997
Copyback: 0.019000
Sum: 0.054000
Initial population average accuracy1:0.004485 accuracy2:0.192707
Initialization: 7.156000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.508000
Kernel 1: 0.023000
Kernel 2: 92.515999
Copyback: 0.016000
Sum: 0.040000
It 0,Best ac:0.000800 1.000000 fi:0.099917. Ave ac:0.004597,0.007481
Initialization: 5.526000
Memcpy Classifiers: 0.539000
Memcpy Instances: 9.073000
Kernel 1: 0.032000
Kernel 2: 91.641998
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.000533 1.000000 fi:0.251344. Ave ac:0.004422,0.008275
Initialization: 6.798000
Memcpy Classifiers: 0.715000
Memcpy Instances: 8.236000
Kernel 1: 0.023000
Kernel 2: 89.589996
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.001066 1.000000 fi:0.099779. Ave ac:0.003876,0.006002
Initialization: 6.765000
Memcpy Classifiers: 0.840000
Memcpy Instances: 9.504000
Kernel 1: 0.023000
Kernel 2: 90.528999
Copyback: 0.018000
Sum: 0.038000
It 3,Best ac:0.000533 1.000000 fi:0.251344. Ave ac:0.003405,0.005466
Initialization: 5.521000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.479000
Kernel 1: 0.023000
Kernel 2: 89.058998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.001600 0.857143 fi:0.242358. Ave ac:0.003541,0.005459
Initialization: 6.206000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.115000
Kernel 1: 0.023000
Kernel 2: 87.541000
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.001066 1.000000 fi:0.099779. Ave ac:0.003210,0.005218
Initialization: 7.976000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.555000
Kernel 1: 0.031000
Kernel 2: 85.995003
Copyback: 0.018000
Sum: 0.039000
It 6,Best ac:0.001067 1.000000 fi:0.099778. Ave ac:0.002646,0.004211
Initialization: 5.490000
Memcpy Classifiers: 0.504000
Memcpy Instances: 9.895000
Kernel 1: 0.031000
Kernel 2: 85.349998
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.000800 1.000000 fi:0.099917. Ave ac:0.002289,0.004320
Initialization: 5.883000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.139000
Kernel 1: 0.032000
Kernel 2: 85.327003
Copyback: 0.018000
Sum: 0.038000
It 8,Best ac:0.001066 1.000000 fi:0.099779. Ave ac:0.002428,0.004519
Initialization: 6.300000
Memcpy Classifiers: 0.477000
Memcpy Instances: 9.734000
Kernel 1: 0.023000
Kernel 2: 85.445999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001333 1.000000 fi:0.099640. Ave ac:0.002210,0.003556
Iteration 10:MDL fitness activated
Error 0.099640 TL 0.038644
MDL Theory Length Weight: 0.8594773205 (1)
Initialization: 5.500000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.459000
Kernel 1: 0.023000
Kernel 2: 86.406998
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.000800 1.000000 fi:0.126970. Ave ac:0.002907,0.004063
Initialization: 5.815000
Memcpy Classifiers: 0.457000
Memcpy Instances: 7.659000
Kernel 1: 0.023000
Kernel 2: 88.671997
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000800 1.000000 fi:0.135733. Ave ac:0.002758,0.004432
Initialization: 5.513000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.455000
Kernel 1: 0.024000
Kernel 2: 87.338997
Copyback: 0.018000
Sum: 0.039000
It 12,Best ac:0.000800 1.000000 fi:0.132150. Ave ac:0.002355,0.003507
Initialization: 5.540000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.901000
Kernel 1: 0.023000
Kernel 2: 85.889999
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.000533 1.000000 fi:0.284764. Ave ac:0.002144,0.003698
Initialization: 5.552000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.454000
Kernel 1: 0.024000
Kernel 2: 87.746002
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001600 1.000000 fi:0.126630. Ave ac:0.002832,0.004689
Initialization: 5.550000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.459000
Kernel 1: 0.024000
Kernel 2: 86.315002
Copyback: 0.018000
Sum: 0.036000
It 15,Best ac:0.000800 1.000000 fi:0.128193. Ave ac:0.001864,0.003070
Initialization: 5.842000
Memcpy Classifiers: 0.419000
Memcpy Instances: 11.137000
Kernel 1: 0.026000
Kernel 2: 85.880997
Copyback: 0.031000
Sum: 0.044000
It 16,Best ac:0.001333 1.000000 fi:0.126516. Ave ac:0.001710,0.002489
Initialization: 5.560000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.807000
Kernel 1: 0.024000
Kernel 2: 87.900002
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.000800 1.000000 fi:0.132339. Ave ac:0.001809,0.002717
Initialization: 6.678000
Memcpy Classifiers: 0.595000
Memcpy Instances: 9.857000
Kernel 1: 0.023000
Kernel 2: 86.391998
Copyback: 0.018000
Sum: 0.039000
It 18,Best ac:0.001066 1.000000 fi:0.128333. Ave ac:0.001532,0.001952
Initialization: 6.945000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.497000
Kernel 1: 0.023000
Kernel 2: 89.255997
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000800 1.000000 fi:0.127122. Ave ac:0.002382,0.003266
Initialization: 6.020000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.237000
Kernel 1: 0.024000
Kernel 2: 84.079002
Copyback: 0.024000
Sum: 0.033000
It 20,Best ac:0.001333 1.000000 fi:0.123994. Ave ac:0.002078,0.003376
Initialization: 5.677000
Memcpy Classifiers: 0.412000
Memcpy Instances: 7.906000
Kernel 1: 0.023000
Kernel 2: 83.766998
Copyback: 0.018000
Sum: 0.042000
It 21,Best ac:0.001066 1.000000 fi:0.125368. Ave ac:0.001980,0.003337
Initialization: 6.766000
Memcpy Classifiers: 0.616000
Memcpy Instances: 7.494000
Kernel 1: 0.023000
Kernel 2: 82.554001
Copyback: 0.020000
Sum: 0.037000
It 22,Best ac:0.000800 1.000000 fi:0.120818. Ave ac:0.001936,0.003991
Initialization: 6.256000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.997000
Kernel 1: 0.024000
Kernel 2: 84.592003
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.001333 1.000000 fi:0.128194. Ave ac:0.001740,0.002392
Initialization: 5.964000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.911000
Kernel 1: 0.026000
Kernel 2: 84.134003
Copyback: 0.016000
Sum: 0.026000
It 24,Best ac:0.001066 1.000000 fi:0.122327. Ave ac:0.001988,0.003170
Initialization: 7.456000
Memcpy Classifiers: 0.662000
Memcpy Instances: 9.997000
Kernel 1: 0.024000
Kernel 2: 83.194000
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.001066 1.000000 fi:0.131270. Ave ac:0.002027,0.002894
Initialization: 6.960000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.864000
Kernel 1: 0.032000
Kernel 2: 85.672997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.000800 1.000000 fi:0.125061. Ave ac:0.001610,0.003163
Initialization: 6.453000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.380000
Kernel 1: 0.032000
Kernel 2: 81.889000
Copyback: 0.018000
Sum: 0.030000
It 27,Best ac:0.001066 1.000000 fi:0.129145. Ave ac:0.001990,0.003877
Initialization: 7.626000
Memcpy Classifiers: 0.474000
Memcpy Instances: 9.107000
Kernel 1: 0.023000
Kernel 2: 83.922997
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001866 1.000000 fi:0.128694. Ave ac:0.001743,0.002755
Initialization: 5.822000
Memcpy Classifiers: 0.680000
Memcpy Instances: 10.725000
Kernel 1: 0.025000
Kernel 2: 81.452003
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.000800 1.000000 fi:0.123881. Ave ac:0.001731,0.002488
Initialization: 7.819000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.401000
Kernel 1: 0.023000
Kernel 2: 80.785004
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.000800 1.000000 fi:0.127144. Ave ac:0.001710,0.004498
Initialization: 7.999000
Memcpy Classifiers: 0.497000
Memcpy Instances: 7.460000
Kernel 1: 0.024000
Kernel 2: 85.174004
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001066 1.000000 fi:0.123998. Ave ac:0.001703,0.002686
MDL Theory Length Weight: 0.7735295885 (10)
Initialization: 6.531000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.496000
Kernel 1: 0.022000
Kernel 2: 81.114998
Copyback: 0.017000
Sum: 0.064000
It 32,Best ac:0.001333 1.000000 fi:0.125520. Ave ac:0.001650,0.002500
Initialization: 5.597000
Memcpy Classifiers: 0.457000
Memcpy Instances: 8.231000
Kernel 1: 0.023000
Kernel 2: 81.051003
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000800 1.000000 fi:0.119333. Ave ac:0.001560,0.002054
Initialization: 33.644001
Memcpy Instances: 444.806000
Memcpy Classifiers: 0.083000
Kernel 1: 0.024000
Kernel 2: 570.203003
Copyback: 0.016000
Sum: 0.019000
Memcpy Classifiers: 0.082000
Kernel 1: 0.015000
Kernel 2: 550.435974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 553.650024
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 553.978027
Copyback: 0.020000
Sum: 0.006000
Memcpy Classifiers: 0.082000
Kernel 1: 0.018000
Kernel 2: 568.062012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 556.757019
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.082000
Kernel 1: 0.017000
Kernel 2: 557.992981
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.108000
Kernel 1: 0.023000
Kernel 2: 561.260010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.012000
Kernel 2: 457.628998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000704 0.556962 fi:0.567490. Ave ac:0.001542,0.005678
Best acc 0.000704 0.556962
Initialization: 6.248000
Memcpy Classifiers: 0.530000
Memcpy Instances: 8.381000
Kernel 1: 0.025000
Kernel 2: 91.343002
Copyback: 0.016000
Sum: 0.040000
Initial population average accuracy1:0.004287 accuracy2:0.208230
Initialization: 7.502000
Memcpy Classifiers: 0.924000
Memcpy Instances: 10.864000
Kernel 1: 0.026000
Kernel 2: 90.315002
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.000800 1.000000 fi:0.099917. Ave ac:0.005361,0.009763
Initialization: 5.532000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.509000
Kernel 1: 0.023000
Kernel 2: 89.244003
Copyback: 0.369000
Sum: 0.040000
It 1,Best ac:0.001333 1.000000 fi:0.099640. Ave ac:0.005420,0.009469
Initialization: 6.428000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.732000
Kernel 1: 0.023000
Kernel 2: 88.008003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.000533 1.000000 fi:0.251344. Ave ac:0.004878,0.009499
Initialization: 7.605000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.478000
Kernel 1: 0.023000
Kernel 2: 86.313004
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000800 1.000000 fi:0.099917. Ave ac:0.005157,0.008935
Initialization: 6.138000
Memcpy Classifiers: 0.457000
Memcpy Instances: 9.877000
Kernel 1: 0.025000
Kernel 2: 85.836998
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.000533 1.000000 fi:0.251344. Ave ac:0.004720,0.008697
Initialization: 6.387000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.527000
Kernel 1: 0.023000
Kernel 2: 86.253998
Copyback: 0.016000
Sum: 0.028000
It 5,Best ac:0.000533 1.000000 fi:0.250307. Ave ac:0.003838,0.007881
Initialization: 5.575000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.461000
Kernel 1: 0.024000
Kernel 2: 85.435997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.000533 1.000000 fi:0.251344. Ave ac:0.004793,0.009060
Initialization: 5.522000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.773000
Kernel 1: 0.022000
Kernel 2: 84.873001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001333 1.000000 fi:0.099640. Ave ac:0.004597,0.008913
Initialization: 8.056000
Memcpy Classifiers: 0.702000
Memcpy Instances: 8.648000
Kernel 1: 0.024000
Kernel 2: 82.137001
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001333 1.000000 fi:0.099640. Ave ac:0.004036,0.008228
Initialization: 5.961000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.485000
Kernel 1: 0.023000
Kernel 2: 84.021004
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.001066 1.000000 fi:0.099779. Ave ac:0.004495,0.008789
Iteration 10:MDL fitness activated
Error 0.099779 TL 0.046254
MDL Theory Length Weight: 0.7190653095 (9)
Initialization: 6.245000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.816000
Kernel 1: 0.024000
Kernel 2: 85.841003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.000800 1.000000 fi:0.132821. Ave ac:0.002982,0.005370
Initialization: 5.900000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.470000
Kernel 1: 0.024000
Kernel 2: 84.594002
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.000533 1.000000 fi:0.276906. Ave ac:0.002814,0.006791
Initialization: 5.492000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.473000
Kernel 1: 0.022000
Kernel 2: 85.636002
Copyback: 0.016000
Sum: 0.029000
It 12,Best ac:0.000533 1.000000 fi:0.276200. Ave ac:0.003007,0.005341
Initialization: 7.150000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.465000
Kernel 1: 0.024000
Kernel 2: 86.487000
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.000800 1.000000 fi:0.124773. Ave ac:0.003112,0.005754
Initialization: 6.855000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.693000
Kernel 1: 0.032000
Kernel 2: 84.780998
Copyback: 0.019000
Sum: 0.036000
It 14,Best ac:0.000800 1.000000 fi:0.127572. Ave ac:0.002938,0.005477
Initialization: 6.197000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.505000
Kernel 1: 0.022000
Kernel 2: 84.475998
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000800 1.000000 fi:0.120448. Ave ac:0.002636,0.003719
Initialization: 6.115000
Memcpy Classifiers: 0.744000
Memcpy Instances: 11.014000
Kernel 1: 0.024000
Kernel 2: 86.189003
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.000800 1.000000 fi:0.125433. Ave ac:0.003214,0.005574
Initialization: 5.455000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.514000
Kernel 1: 0.024000
Kernel 2: 84.483002
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.002133 1.000000 fi:0.122586. Ave ac:0.002284,0.003845
Initialization: 5.537000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.447000
Kernel 1: 0.027000
Kernel 2: 82.421997
Copyback: 0.016000
Sum: 0.026000
It 18,Best ac:0.001066 1.000000 fi:0.125046. Ave ac:0.002399,0.003861
Initialization: 5.487000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.464000
Kernel 1: 0.024000
Kernel 2: 82.041000
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000800 1.000000 fi:0.126659. Ave ac:0.002038,0.003044
Initialization: 7.006000
Memcpy Classifiers: 0.744000
Memcpy Instances: 9.899000
Kernel 1: 0.032000
Kernel 2: 83.609001
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.000800 1.000000 fi:0.123149. Ave ac:0.002336,0.004185
Initialization: 5.479000
Memcpy Classifiers: 0.508000
Memcpy Instances: 7.473000
Kernel 1: 0.022000
Kernel 2: 82.425003
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.000800 1.000000 fi:0.125185. Ave ac:0.002253,0.003421
Initialization: 6.059000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.468000
Kernel 1: 0.024000
Kernel 2: 82.033997
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.002132 0.888889 fi:0.238558. Ave ac:0.001900,0.003051
Initialization: 5.511000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.451000
Kernel 1: 0.024000
Kernel 2: 81.460999
Copyback: 0.019000
Sum: 0.029000
It 23,Best ac:0.000800 1.000000 fi:0.129948. Ave ac:0.002352,0.004629
Initialization: 5.500000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.458000
Kernel 1: 0.024000
Kernel 2: 84.194000
Copyback: 0.020000
Sum: 0.042000
It 24,Best ac:0.001066 1.000000 fi:0.126163. Ave ac:0.002463,0.003435
MDL Theory Length Weight: 0.6471587786 (10)
Initialization: 5.502000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.477000
Kernel 1: 0.023000
Kernel 2: 80.728996
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001066 1.000000 fi:0.121944. Ave ac:0.002034,0.002683
Initialization: 6.433000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.463000
Kernel 1: 0.024000
Kernel 2: 81.053001
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.000800 1.000000 fi:0.119929. Ave ac:0.002141,0.003478
Initialization: 5.475000
Memcpy Classifiers: 0.449000
Memcpy Instances: 9.715000
Kernel 1: 0.032000
Kernel 2: 83.300003
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.001333 1.000000 fi:0.123299. Ave ac:0.001970,0.002738
Initialization: 5.470000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.492000
Kernel 1: 0.022000
Kernel 2: 79.946999
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.000800 1.000000 fi:0.125346. Ave ac:0.001131,0.001612
Initialization: 6.274000
Memcpy Classifiers: 0.445000
Memcpy Instances: 10.490000
Kernel 1: 0.023000
Kernel 2: 83.786003
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.001066 1.000000 fi:0.117373. Ave ac:0.001712,0.001944
Initialization: 6.951000
Memcpy Classifiers: 0.566000
Memcpy Instances: 8.288000
Kernel 1: 0.032000
Kernel 2: 81.098999
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.001066 1.000000 fi:0.121230. Ave ac:0.001550,0.001917
Initialization: 5.488000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.477000
Kernel 1: 0.023000
Kernel 2: 81.324997
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.000800 1.000000 fi:0.119280. Ave ac:0.001262,0.001584
Initialization: 5.699000
Memcpy Classifiers: 0.440000
Memcpy Instances: 7.704000
Kernel 1: 0.022000
Kernel 2: 86.025002
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.001066 1.000000 fi:0.122519. Ave ac:0.001711,0.002058
Initialization: 6.409000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.519000
Kernel 1: 0.024000
Kernel 2: 82.211998
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000800 1.000000 fi:0.125957. Ave ac:0.001646,0.002684
Initialization: 36.667999
Memcpy Instances: 401.567993
Memcpy Classifiers: 0.099000
Kernel 1: 0.024000
Kernel 2: 575.377991
Copyback: 0.017000
Sum: 0.015000
Memcpy Classifiers: 0.099000
Kernel 1: 0.016000
Kernel 2: 552.549988
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.097000
Kernel 1: 0.015000
Kernel 2: 577.796997
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.118000
Kernel 1: 0.019000
Kernel 2: 570.940002
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.141000
Kernel 1: 0.024000
Kernel 2: 560.565002
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.118000
Kernel 1: 0.017000
Kernel 2: 565.997986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.013000
Kernel 2: 589.000000
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.138000
Kernel 1: 0.021000
Kernel 2: 552.309021
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.087000
Kernel 1: 0.017000
Kernel 2: 489.588013
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000725 0.583691 fi:0.541694. Ave ac:0.001785,0.005482
Best acc 0.000725 0.583691
Rule:Att PSSM_-3_7 is [-4.468290,-1.310487]|Att PSSM_-2_6 is [<5.966684]|Att PSSM_-2_7 is [<4.310877]|Att PSSM_-2_9 is [-6.862957,-1.137043]|Att PSSM_-1_2 is [<2.533072]|Att PSSM_-1_12 is [-6.214581,-1.785419]|Att PSSM_-1_13 is [-0.515939,8.515939]|Att PSSM_0_3 is [-5.285917,-2.550117]|Att PSSM_0_7 is [-6.567939,-1.432061]|Att PSSM_1_7 is [<-0.748492]|Att PSSM_2_9 is [<0.927040]|Att PSSM_2_12 is [-6.080325,3.384190]|Att PSSM_3_12 is [<-0.997656]|1
Accuracy : 0.792242
0	1	
151337	12743	
36005	34553	
Removed 233 instances. 187342 Instances left. Acc of rule 0.000725-0.583691
Initialization: 5.464000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.443000
Kernel 1: 0.024000
Kernel 2: 91.678001
Copyback: 0.017000
Sum: 0.026000
Initial population average accuracy1:0.004787 accuracy2:0.202832
Initialization: 5.505000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.477000
Kernel 1: 0.023000
Kernel 2: 90.019997
Copyback: 0.017000
Sum: 0.026000
It 0,Best ac:0.000800 1.000000 fi:0.099916. Ave ac:0.005321,0.011026
Initialization: 5.506000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.459000
Kernel 1: 0.024000
Kernel 2: 89.418999
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000534 1.000000 fi:0.248225. Ave ac:0.004811,0.007402
Initialization: 5.464000
Memcpy Classifiers: 0.480000
Memcpy Instances: 7.458000
Kernel 1: 0.024000
Kernel 2: 89.767998
Copyback: 0.019000
Sum: 0.040000
It 2,Best ac:0.001068 1.000000 fi:0.099776. Ave ac:0.004702,0.008212
Initialization: 6.866000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.455000
Kernel 1: 0.023000
Kernel 2: 88.760002
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000534 1.000000 fi:0.249268. Ave ac:0.004241,0.009240
Initialization: 5.488000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.799000
Kernel 1: 0.023000
Kernel 2: 87.041000
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.001334 1.000000 fi:0.099637. Ave ac:0.003763,0.006095
Initialization: 5.504000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.440000
Kernel 1: 0.024000
Kernel 2: 85.125999
Copyback: 0.019000
Sum: 0.038000
It 5,Best ac:0.000801 1.000000 fi:0.099916. Ave ac:0.003123,0.005928
Initialization: 5.766000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.538000
Kernel 1: 0.024000
Kernel 2: 84.580002
Copyback: 0.018000
Sum: 0.036000
It 6,Best ac:0.000801 1.000000 fi:0.099916. Ave ac:0.002841,0.007738
Initialization: 5.725000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.121000
Kernel 1: 0.023000
Kernel 2: 81.973999
Copyback: 0.018000
Sum: 0.038000
It 7,Best ac:0.001068 1.000000 fi:0.099776. Ave ac:0.002266,0.005160
Initialization: 5.662000
Memcpy Classifiers: 0.496000
Memcpy Instances: 9.347000
Kernel 1: 0.032000
Kernel 2: 83.349998
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.000801 1.000000 fi:0.099916. Ave ac:0.003156,0.006549
Initialization: 6.153000
Memcpy Classifiers: 0.467000
Memcpy Instances: 10.679000
Kernel 1: 0.026000
Kernel 2: 85.613998
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.000801 1.000000 fi:0.099916. Ave ac:0.002890,0.004825
Iteration 10:MDL fitness activated
Error 0.099916 TL 0.040158
MDL Theory Length Weight: 0.8293571131 (6)
Initialization: 5.466000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.363000
Kernel 1: 0.024000
Kernel 2: 87.528000
Copyback: 0.018000
Sum: 0.031000
It 10,Best ac:0.000801 1.000000 fi:0.129278. Ave ac:0.003013,0.006098
Initialization: 5.512000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.595000
Kernel 1: 0.023000
Kernel 2: 86.580002
Copyback: 0.018000
Sum: 0.037000
It 11,Best ac:0.001068 1.000000 fi:0.135542. Ave ac:0.002573,0.004888
Initialization: 6.896000
Memcpy Classifiers: 0.808000
Memcpy Instances: 8.940000
Kernel 1: 0.023000
Kernel 2: 87.168999
Copyback: 0.018000
Sum: 0.037000
It 12,Best ac:0.001068 1.000000 fi:0.131970. Ave ac:0.002674,0.006020
Initialization: 5.552000
Memcpy Classifiers: 0.487000
Memcpy Instances: 12.335000
Kernel 1: 0.026000
Kernel 2: 89.358002
Copyback: 0.016000
Sum: 0.025000
It 13,Best ac:0.000801 1.000000 fi:0.127656. Ave ac:0.002334,0.004123
Initialization: 7.600000
Memcpy Classifiers: 0.807000
Memcpy Instances: 10.164000
Kernel 1: 0.024000
Kernel 2: 90.078003
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000801 1.000000 fi:0.129812. Ave ac:0.002703,0.006795
Initialization: 6.000000
Memcpy Classifiers: 0.486000
Memcpy Instances: 11.568000
Kernel 1: 0.026000
Kernel 2: 90.952003
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.000801 1.000000 fi:0.129913. Ave ac:0.002017,0.004921
Initialization: 5.838000
Memcpy Classifiers: 0.490000
Memcpy Instances: 10.245000
Kernel 1: 0.024000
Kernel 2: 88.667000
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.000801 1.000000 fi:0.125528. Ave ac:0.002339,0.004216
Initialization: 6.243000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.100000
Kernel 1: 0.026000
Kernel 2: 90.820999
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.000801 1.000000 fi:0.121818. Ave ac:0.002246,0.004599
Initialization: 6.229000
Memcpy Classifiers: 0.745000
Memcpy Instances: 11.586000
Kernel 1: 0.024000
Kernel 2: 91.112999
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.000801 1.000000 fi:0.117703. Ave ac:0.001917,0.003218
Initialization: 5.446000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.466000
Kernel 1: 0.024000
Kernel 2: 87.650002
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001067 1.000000 fi:0.117564. Ave ac:0.002127,0.003303
Initialization: 5.440000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.457000
Kernel 1: 0.024000
Kernel 2: 88.446999
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.001068 1.000000 fi:0.127628. Ave ac:0.001952,0.004029
Initialization: 5.485000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.456000
Kernel 1: 0.023000
Kernel 2: 88.017998
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000801 1.000000 fi:0.134706. Ave ac:0.002204,0.004825
Initialization: 5.533000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.491000
Kernel 1: 0.022000
Kernel 2: 89.152000
Copyback: 0.017000
Sum: 0.041000
It 22,Best ac:0.000801 1.000000 fi:0.116650. Ave ac:0.002838,0.004936
Initialization: 5.556000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.451000
Kernel 1: 0.023000
Kernel 2: 90.517998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000801 1.000000 fi:0.127992. Ave ac:0.002526,0.003964
Initialization: 5.468000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.481000
Kernel 1: 0.023000
Kernel 2: 89.058998
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.001601 1.000000 fi:0.126035. Ave ac:0.002023,0.003328
Initialization: 5.483000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.481000
Kernel 1: 0.024000
Kernel 2: 85.499001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001868 1.000000 fi:0.124491. Ave ac:0.002333,0.003851
Initialization: 5.462000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.479000
Kernel 1: 0.023000
Kernel 2: 84.083000
Copyback: 0.016000
Sum: 0.026000
It 26,Best ac:0.000801 1.000000 fi:0.125046. Ave ac:0.001901,0.003818
Initialization: 5.430000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.476000
Kernel 1: 0.025000
Kernel 2: 82.306000
Copyback: 0.018000
Sum: 0.039000
It 27,Best ac:0.000801 1.000000 fi:0.121940. Ave ac:0.001593,0.002491
Initialization: 6.722000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.468000
Kernel 1: 0.023000
Kernel 2: 85.049004
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000801 1.000000 fi:0.118449. Ave ac:0.002095,0.003568
Initialization: 5.439000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.482000
Kernel 1: 0.024000
Kernel 2: 82.425003
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.000801 1.000000 fi:0.119858. Ave ac:0.001795,0.003651
Initialization: 5.336000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.499000
Kernel 1: 0.024000
Kernel 2: 83.557999
Copyback: 0.019000
Sum: 0.033000
It 30,Best ac:0.001068 1.000000 fi:0.115880. Ave ac:0.002485,0.004040
Initialization: 6.922000
Memcpy Classifiers: 0.753000
Memcpy Instances: 7.494000
Kernel 1: 0.023000
Kernel 2: 83.767998
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001068 1.000000 fi:0.121414. Ave ac:0.002030,0.005839
Initialization: 5.705000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.726000
Kernel 1: 0.024000
Kernel 2: 82.320000
Copyback: 0.018000
Sum: 0.035000
It 32,Best ac:0.000801 1.000000 fi:0.119588. Ave ac:0.002551,0.004950
Initialization: 5.524000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.562000
Kernel 1: 0.023000
Kernel 2: 81.947998
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.001068 1.000000 fi:0.115644. Ave ac:0.002535,0.006154
Initialization: 28.913000
Memcpy Instances: 388.731995
Memcpy Classifiers: 0.088000
Kernel 1: 0.024000
Kernel 2: 572.564026
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 553.723999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.012000
Kernel 2: 549.705017
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 559.635986
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.081000
Kernel 1: 0.015000
Kernel 2: 561.599976
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.012000
Kernel 2: 554.776978
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.085000
Kernel 1: 0.013000
Kernel 2: 549.742004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 533.705994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.083000
Kernel 1: 0.012000
Kernel 2: 468.562012
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.000811 0.556777 fi:0.568267. Ave ac:0.002401,0.008661
Best acc 0.000811 0.556777
Initialization: 5.537000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.947000
Kernel 1: 0.025000
Kernel 2: 91.587997
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005253 accuracy2:0.187332
Initialization: 5.419000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.542000
Kernel 1: 0.032000
Kernel 2: 91.417000
Copyback: 0.018000
Sum: 0.060000
It 0,Best ac:0.001334 0.714286 fi:0.385351. Ave ac:0.005393,0.011018
Initialization: 5.440000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.451000
Kernel 1: 0.024000
Kernel 2: 92.859001
Copyback: 0.016000
Sum: 0.027000
It 1,Best ac:0.001601 0.857143 fi:0.242355. Ave ac:0.005219,0.010075
Initialization: 5.464000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.483000
Kernel 1: 0.023000
Kernel 2: 89.681999
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.001068 0.800000 fi:0.299776. Ave ac:0.003470,0.006252
Initialization: 5.495000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.448000
Kernel 1: 0.023000
Kernel 2: 88.442001
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.000801 1.000000 fi:0.099916. Ave ac:0.003655,0.006054
Initialization: 5.486000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.450000
Kernel 1: 0.024000
Kernel 2: 86.487999
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.001068 1.000000 fi:0.099776. Ave ac:0.003302,0.005109
Initialization: 5.444000
Memcpy Classifiers: 0.483000
Memcpy Instances: 7.453000
Kernel 1: 0.023000
Kernel 2: 86.317001
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.000801 1.000000 fi:0.099916. Ave ac:0.003617,0.005897
Initialization: 5.416000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.461000
Kernel 1: 0.023000
Kernel 2: 84.667000
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.000801 1.000000 fi:0.099916. Ave ac:0.004003,0.006644
Initialization: 5.435000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.452000
Kernel 1: 0.023000
Kernel 2: 85.333000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000801 1.000000 fi:0.099916. Ave ac:0.002468,0.004979
Initialization: 5.554000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.446000
Kernel 1: 0.023000
Kernel 2: 85.019997
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.001334 1.000000 fi:0.099637. Ave ac:0.002120,0.003302
Initialization: 5.576000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.434000
Kernel 1: 0.032000
Kernel 2: 87.117996
Copyback: 0.018000
Sum: 0.043000
It 9,Best ac:0.001068 1.000000 fi:0.099776. Ave ac:0.002549,0.004408
Iteration 10:MDL fitness activated
Error 0.099776 TL 0.037289
MDL Theory Length Weight: 0.8919162950 (2)
Initialization: 5.485000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.934000
Kernel 1: 0.024000
Kernel 2: 85.578003
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.000801 1.000000 fi:0.135249. Ave ac:0.002219,0.004270
Initialization: 5.542000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.454000
Kernel 1: 0.023000
Kernel 2: 87.268997
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.000801 1.000000 fi:0.122803. Ave ac:0.002817,0.005225
Initialization: 5.540000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.156000
Kernel 1: 0.023000
Kernel 2: 88.606003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.001068 1.000000 fi:0.120406. Ave ac:0.002958,0.005962
Initialization: 5.490000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.494000
Kernel 1: 0.023000
Kernel 2: 85.578003
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.001068 1.000000 fi:0.143636. Ave ac:0.003367,0.005051
Initialization: 5.467000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.460000
Kernel 1: 0.024000
Kernel 2: 85.674004
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.000801 1.000000 fi:0.127934. Ave ac:0.003179,0.005208
Initialization: 5.427000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.496000
Kernel 1: 0.023000
Kernel 2: 85.322998
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.001868 0.875000 fi:0.245829. Ave ac:0.003738,0.005837
Initialization: 5.418000
Memcpy Classifiers: 0.466000
Memcpy Instances: 7.453000
Kernel 1: 0.024000
Kernel 2: 87.473000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.001068 1.000000 fi:0.126970. Ave ac:0.003137,0.005681
Initialization: 5.405000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.472000
Kernel 1: 0.024000
Kernel 2: 83.682999
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.001068 1.000000 fi:0.127905. Ave ac:0.003505,0.005236
Initialization: 5.509000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.439000
Kernel 1: 0.024000
Kernel 2: 86.351997
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.000801 1.000000 fi:0.128131. Ave ac:0.002590,0.004770
Initialization: 5.479000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.446000
Kernel 1: 0.024000
Kernel 2: 82.835999
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.001068 1.000000 fi:0.123099. Ave ac:0.002405,0.004167
Initialization: 5.431000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.475000
Kernel 1: 0.025000
Kernel 2: 86.214996
Copyback: 0.017000
Sum: 0.025000
It 20,Best ac:0.000801 1.000000 fi:0.121790. Ave ac:0.003033,0.006908
Initialization: 5.431000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.467000
Kernel 1: 0.024000
Kernel 2: 84.769997
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.001068 1.000000 fi:0.125629. Ave ac:0.003263,0.005022
MDL Theory Length Weight: 0.8027246655 (10)
Initialization: 5.416000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.493000
Kernel 1: 0.023000
Kernel 2: 88.838997
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.000801 1.000000 fi:0.121203. Ave ac:0.002129,0.003330
Initialization: 5.487000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.481000
Kernel 1: 0.023000
Kernel 2: 85.804001
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001068 1.000000 fi:0.118518. Ave ac:0.001958,0.002931
Initialization: 5.737000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.464000
Kernel 1: 0.024000
Kernel 2: 88.393997
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.000801 1.000000 fi:0.131818. Ave ac:0.002274,0.004153
Initialization: 7.252000
Memcpy Classifiers: 0.578000
Memcpy Instances: 7.464000
Kernel 1: 0.023000
Kernel 2: 86.698997
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000800 1.000000 fi:0.121327. Ave ac:0.002406,0.005510
Initialization: 5.609000
Memcpy Classifiers: 0.408000
Memcpy Instances: 10.162000
Kernel 1: 0.023000
Kernel 2: 87.809998
Copyback: 0.016000
Sum: 0.027000
It 26,Best ac:0.001068 1.000000 fi:0.120919. Ave ac:0.002141,0.003549
Initialization: 5.483000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.649000
Kernel 1: 0.023000
Kernel 2: 88.651001
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.001067 1.000000 fi:0.114935. Ave ac:0.002746,0.004930
Initialization: 5.453000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.520000
Kernel 1: 0.023000
Kernel 2: 88.412003
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000801 1.000000 fi:0.122024. Ave ac:0.001765,0.002632
Initialization: 5.431000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.461000
Kernel 1: 0.024000
Kernel 2: 87.641998
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.002402 1.000000 fi:0.118034. Ave ac:0.001805,0.002980
Initialization: 5.438000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.472000
Kernel 1: 0.024000
Kernel 2: 87.845001
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000801 1.000000 fi:0.118996. Ave ac:0.002005,0.003613
Initialization: 5.431000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.455000
Kernel 1: 0.024000
Kernel 2: 87.175003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.001068 1.000000 fi:0.121705. Ave ac:0.002551,0.004756
Initialization: 5.544000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.445000
Kernel 1: 0.023000
Kernel 2: 85.339996
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000801 1.000000 fi:0.118007. Ave ac:0.002595,0.005310
Initialization: 5.463000
Memcpy Classifiers: 0.427000
Memcpy Instances: 7.476000
Kernel 1: 0.024000
Kernel 2: 84.656998
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.001067 1.000000 fi:0.129312. Ave ac:0.002376,0.004796
Initialization: 28.983999
Memcpy Instances: 378.743988
Memcpy Classifiers: 0.093000
Kernel 1: 0.027000
Kernel 2: 564.015015
Copyback: 0.016000
Sum: 0.020000
Memcpy Classifiers: 0.113000
Kernel 1: 0.019000
Kernel 2: 561.473022
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 562.051025
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.126000
Kernel 1: 0.021000
Kernel 2: 570.781006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 566.991028
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 564.796997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 563.588989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 550.448975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.084000
Kernel 1: 0.012000
Kernel 2: 469.468994
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.001308 0.571096 fi:0.547510. Ave ac:0.002189,0.007239
Best acc 0.001308 0.571096
Rule:Att PSSM_-3_19 is [<7.001983]|Att PSSM_-2_18 is [<7.022484]|Att PSSM_-1_3 is [-6.951599,-1.931736]|Att PSSM_0_7 is [<-4.089454]|Att PSSM_0_14 is [<4.060974]|Att PSSM_1_17 is [-5.260859,3.485161]|Att PSSM_1_18 is [<3.868416]|Att PSSM_1_20 is [-2.504000,5.689710]|Att PSSM_2_14 is [-6.291072,8.862194]|Att PSSM_4_6 is [-5.315623,-0.684377]|1
Accuracy : 0.792502
0	1	
151153	12927	
35760	34798	
Removed 429 instances. 186913 Instances left. Acc of rule 0.001308-0.571096
Initialization: 5.645000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.476000
Kernel 1: 0.026000
Kernel 2: 91.884003
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005886 accuracy2:0.186993
Initialization: 5.560000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.453000
Kernel 1: 0.023000
Kernel 2: 94.190002
Copyback: 0.018000
Sum: 0.052000
It 0,Best ac:0.001070 0.800000 fi:0.299772. Ave ac:0.005934,0.009720
Initialization: 5.449000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.444000
Kernel 1: 0.024000
Kernel 2: 94.190002
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.000802 1.000000 fi:0.099913. Ave ac:0.005368,0.008266
Initialization: 5.492000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.456000
Kernel 1: 0.024000
Kernel 2: 93.084000
Copyback: 0.016000
Sum: 0.028000
It 2,Best ac:0.000803 1.000000 fi:0.099913. Ave ac:0.003827,0.005981
Initialization: 5.451000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.423000
Kernel 1: 0.024000
Kernel 2: 93.362000
Copyback: 0.016000
Sum: 0.029000
It 3,Best ac:0.000535 1.000000 fi:0.242968. Ave ac:0.003657,0.005445
Initialization: 5.565000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.444000
Kernel 1: 0.023000
Kernel 2: 92.415001
Copyback: 0.018000
Sum: 0.039000
It 4,Best ac:0.001070 1.000000 fi:0.099772. Ave ac:0.003374,0.005238
Initialization: 6.573000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.528000
Kernel 1: 0.024000
Kernel 2: 91.849998
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.001873 0.875000 fi:0.224351. Ave ac:0.003732,0.006905
Initialization: 5.508000
Memcpy Classifiers: 0.484000
Memcpy Instances: 7.436000
Kernel 1: 0.027000
Kernel 2: 89.961998
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.000802 1.000000 fi:0.099913. Ave ac:0.003394,0.005795
Initialization: 5.489000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.454000
Kernel 1: 0.023000
Kernel 2: 90.973000
Copyback: 0.016000
Sum: 0.031000
It 7,Best ac:0.001070 1.000000 fi:0.099772. Ave ac:0.002728,0.005254
Initialization: 5.651000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.447000
Kernel 1: 0.023000
Kernel 2: 91.282997
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.001605 1.000000 fi:0.099492. Ave ac:0.003688,0.007086
Initialization: 7.492000
Memcpy Classifiers: 0.481000
Memcpy Instances: 10.735000
Kernel 1: 0.023000
Kernel 2: 91.546997
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001338 1.000000 fi:0.099632. Ave ac:0.003393,0.006313
Iteration 10:MDL fitness activated
Error 0.099632 TL 0.049552
MDL Theory Length Weight: 0.6702155917 (2)
Initialization: 6.442000
Memcpy Classifiers: 0.664000
Memcpy Instances: 8.509000
Kernel 1: 0.024000
Kernel 2: 92.211998
Copyback: 0.016000
Sum: 0.027000
It 10,Best ac:0.000803 1.000000 fi:0.125583. Ave ac:0.002502,0.005059
Initialization: 7.232000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.435000
Kernel 1: 0.024000
Kernel 2: 92.336998
Copyback: 0.016000
Sum: 0.028000
It 11,Best ac:0.001070 1.000000 fi:0.122936. Ave ac:0.002545,0.005197
Initialization: 7.039000
Memcpy Classifiers: 0.872000
Memcpy Instances: 10.263000
Kernel 1: 0.023000
Kernel 2: 89.901001
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.000535 1.000000 fi:0.267171. Ave ac:0.002983,0.007609
Initialization: 6.828000
Memcpy Classifiers: 0.934000
Memcpy Instances: 11.437000
Kernel 1: 0.033000
Kernel 2: 88.362999
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.001070 1.000000 fi:0.128715. Ave ac:0.003601,0.007767
Initialization: 5.771000
Memcpy Classifiers: 0.807000
Memcpy Instances: 11.135000
Kernel 1: 0.025000
Kernel 2: 89.999001
Copyback: 0.019000
Sum: 0.031000
It 14,Best ac:0.000803 1.000000 fi:0.122031. Ave ac:0.002750,0.006242
Initialization: 5.528000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.367000
Kernel 1: 0.024000
Kernel 2: 89.063004
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.000803 1.000000 fi:0.120251. Ave ac:0.003491,0.009067
Initialization: 5.457000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.280000
Kernel 1: 0.023000
Kernel 2: 89.539001
Copyback: 0.018000
Sum: 0.035000
It 16,Best ac:0.001070 1.000000 fi:0.119794. Ave ac:0.003063,0.005639
Initialization: 5.461000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.480000
Kernel 1: 0.024000
Kernel 2: 88.780998
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.000802 1.000000 fi:0.127039. Ave ac:0.002290,0.004858
Initialization: 5.471000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.500000
Kernel 1: 0.024000
Kernel 2: 89.445000
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000803 1.000000 fi:0.123889. Ave ac:0.003025,0.005585
Initialization: 5.427000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.451000
Kernel 1: 0.024000
Kernel 2: 90.745003
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001070 1.000000 fi:0.121621. Ave ac:0.003051,0.005291
Initialization: 5.465000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.435000
Kernel 1: 0.025000
Kernel 2: 87.081001
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.001070 1.000000 fi:0.119794. Ave ac:0.001905,0.002461
Initialization: 5.519000
Memcpy Classifiers: 0.498000
Memcpy Instances: 7.443000
Kernel 1: 0.024000
Kernel 2: 89.300003
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.000802 1.000000 fi:0.122707. Ave ac:0.002215,0.003551
Initialization: 5.479000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.434000
Kernel 1: 0.024000
Kernel 2: 87.934998
Copyback: 0.016000
Sum: 0.029000
It 22,Best ac:0.000535 1.000000 fi:0.264346. Ave ac:0.002726,0.004574
Initialization: 5.437000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.461000
Kernel 1: 0.024000
Kernel 2: 87.353996
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.000803 1.000000 fi:0.120003. Ave ac:0.002773,0.005896
Initialization: 5.432000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.430000
Kernel 1: 0.024000
Kernel 2: 86.820000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.000803 1.000000 fi:0.114022. Ave ac:0.002697,0.003422
Initialization: 5.407000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.449000
Kernel 1: 0.025000
Kernel 2: 80.614998
Copyback: 0.018000
Sum: 0.039000
It 25,Best ac:0.000803 1.000000 fi:0.115461. Ave ac:0.001784,0.002339
Initialization: 5.501000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.436000
Kernel 1: 0.024000
Kernel 2: 81.987000
Copyback: 0.017000
Sum: 0.042000
It 26,Best ac:0.001070 1.000000 fi:0.119521. Ave ac:0.002216,0.003754
Initialization: 5.442000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.451000
Kernel 1: 0.024000
Kernel 2: 82.260002
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.001605 1.000000 fi:0.114781. Ave ac:0.002482,0.003547
Initialization: 5.453000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.447000
Kernel 1: 0.024000
Kernel 2: 79.035004
Copyback: 0.016000
Sum: 0.028000
It 28,Best ac:0.000802 1.000000 fi:0.124826. Ave ac:0.002151,0.004413
Initialization: 7.154000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.442000
Kernel 1: 0.023000
Kernel 2: 79.166000
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.001070 1.000000 fi:0.132983. Ave ac:0.002735,0.005502
Initialization: 5.401000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.459000
Kernel 1: 0.024000
Kernel 2: 82.295998
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000803 1.000000 fi:0.116044. Ave ac:0.002388,0.005137
Initialization: 5.516000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.433000
Kernel 1: 0.023000
Kernel 2: 80.583000
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.000803 1.000000 fi:0.109690. Ave ac:0.001627,0.002294
Initialization: 5.505000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.424000
Kernel 1: 0.024000
Kernel 2: 78.916000
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.000803 1.000000 fi:0.115461. Ave ac:0.002080,0.003838
Initialization: 5.497000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.438000
Kernel 1: 0.024000
Kernel 2: 76.440002
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001338 1.000000 fi:0.122158. Ave ac:0.002489,0.004590
Initialization: 29.459999
Memcpy Instances: 378.638000
Memcpy Classifiers: 0.092000
Kernel 1: 0.028000
Kernel 2: 553.520996
Copyback: 0.369000
Sum: 0.016000
Memcpy Classifiers: 0.090000
Kernel 1: 0.015000
Kernel 2: 542.609985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.014000
Kernel 2: 541.690979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 535.796997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 528.140991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.126000
Kernel 1: 0.022000
Kernel 2: 532.960999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 516.317017
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 534.734985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 388.217987
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000653 0.521368 fi:0.602828. Ave ac:0.002663,0.008275
Best acc 0.000653 0.521368
Initialization: 5.503000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.433000
Kernel 1: 0.026000
Kernel 2: 91.639000
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.004611 accuracy2:0.185528
Initialization: 5.461000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.451000
Kernel 1: 0.024000
Kernel 2: 90.874001
Copyback: 0.016000
Sum: 0.043000
It 0,Best ac:0.000803 1.000000 fi:0.099913. Ave ac:0.005598,0.009477
Initialization: 5.385000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.446000
Kernel 1: 0.024000
Kernel 2: 88.653000
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.000803 0.750000 fi:0.349913. Ave ac:0.004766,0.008421
Initialization: 5.423000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.457000
Kernel 1: 0.025000
Kernel 2: 87.012001
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.001605 0.857143 fi:0.242350. Ave ac:0.004193,0.008084
Initialization: 5.448000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.477000
Kernel 1: 0.023000
Kernel 2: 86.210999
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000802 1.000000 fi:0.099913. Ave ac:0.004563,0.008017
Initialization: 5.469000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.436000
Kernel 1: 0.024000
Kernel 2: 85.219002
Copyback: 0.017000
Sum: 0.038000
It 4,Best ac:0.001070 1.000000 fi:0.099772. Ave ac:0.005100,0.007860
Initialization: 5.418000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.432000
Kernel 1: 0.024000
Kernel 2: 85.569000
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.000535 1.000000 fi:0.244025. Ave ac:0.003545,0.006561
Initialization: 5.494000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.425000
Kernel 1: 0.025000
Kernel 2: 85.088997
Copyback: 0.018000
Sum: 0.037000
It 6,Best ac:0.001337 1.000000 fi:0.099633. Ave ac:0.003723,0.007166
Initialization: 5.529000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.432000
Kernel 1: 0.024000
Kernel 2: 82.653000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000803 1.000000 fi:0.099913. Ave ac:0.003510,0.006288
Initialization: 5.442000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.440000
Kernel 1: 0.024000
Kernel 2: 82.364998
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.000803 1.000000 fi:0.099913. Ave ac:0.003512,0.006834
Initialization: 5.450000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.819000
Kernel 1: 0.025000
Kernel 2: 82.213997
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.000803 1.000000 fi:0.099913. Ave ac:0.003495,0.006452
Iteration 10:MDL fitness activated
Error 0.099913 TL 0.035881
MDL Theory Length Weight: 0.9281856570 (4)
Initialization: 5.391000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.445000
Kernel 1: 0.024000
Kernel 2: 79.112000
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.001338 1.000000 fi:0.131070. Ave ac:0.002666,0.004761
Initialization: 5.458000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.454000
Kernel 1: 0.024000
Kernel 2: 80.917000
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.000803 1.000000 fi:0.128868. Ave ac:0.003370,0.009699
Initialization: 5.523000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.473000
Kernel 1: 0.022000
Kernel 2: 78.878998
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.000803 1.000000 fi:0.122756. Ave ac:0.002651,0.005613
Initialization: 5.427000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.422000
Kernel 1: 0.024000
Kernel 2: 79.413002
Copyback: 0.371000
Sum: 0.032000
It 13,Best ac:0.000803 1.000000 fi:0.130948. Ave ac:0.002641,0.004784
Initialization: 5.456000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.489000
Kernel 1: 0.025000
Kernel 2: 77.151001
Copyback: 0.198000
Sum: 0.031000
It 14,Best ac:0.000802 1.000000 fi:0.122363. Ave ac:0.002424,0.004782
Initialization: 5.502000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.447000
Kernel 1: 0.025000
Kernel 2: 74.391998
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001070 1.000000 fi:0.128110. Ave ac:0.002528,0.007690
Initialization: 5.450000
Memcpy Classifiers: 0.416000
Memcpy Instances: 11.107000
Kernel 1: 0.028000
Kernel 2: 73.236000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.000803 1.000000 fi:0.121966. Ave ac:0.002327,0.004684
Initialization: 5.421000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.445000
Kernel 1: 0.024000
Kernel 2: 72.505997
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.000803 1.000000 fi:0.129097. Ave ac:0.002835,0.004956
Initialization: 5.454000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.460000
Kernel 1: 0.024000
Kernel 2: 71.036003
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.001605 1.000000 fi:0.122605. Ave ac:0.002177,0.004176
Initialization: 5.463000
Memcpy Classifiers: 0.426000
Memcpy Instances: 7.494000
Kernel 1: 0.023000
Kernel 2: 70.792999
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.001604 1.000000 fi:0.127773. Ave ac:0.002661,0.005221
Initialization: 5.444000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.433000
Kernel 1: 0.024000
Kernel 2: 72.000999
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.000535 1.000000 fi:0.275075. Ave ac:0.002586,0.005364
Initialization: 5.339000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.444000
Kernel 1: 0.025000
Kernel 2: 69.587997
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.000802 1.000000 fi:0.126662. Ave ac:0.002972,0.006167
Initialization: 5.459000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.435000
Kernel 1: 0.024000
Kernel 2: 68.314003
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.000803 1.000000 fi:0.123778. Ave ac:0.003597,0.006652
Initialization: 5.577000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.295000
Kernel 1: 0.024000
Kernel 2: 69.714996
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.000803 1.000000 fi:0.134487. Ave ac:0.002834,0.004754
Initialization: 5.453000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.434000
Kernel 1: 0.025000
Kernel 2: 69.846001
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.001338 1.000000 fi:0.119015. Ave ac:0.002707,0.006227
Initialization: 5.467000
Memcpy Classifiers: 0.365000
Memcpy Instances: 7.426000
Kernel 1: 0.024000
Kernel 2: 68.746002
Copyback: 0.016000
Sum: 0.028000
It 25,Best ac:0.001070 1.000000 fi:0.121856. Ave ac:0.002206,0.003695
Initialization: 6.580000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.456000
Kernel 1: 0.024000
Kernel 2: 67.380997
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.002408 1.000000 fi:0.123670. Ave ac:0.002220,0.004497
Initialization: 5.446000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.587000
Kernel 1: 0.034000
Kernel 2: 68.080002
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.000802 1.000000 fi:0.121005. Ave ac:0.002649,0.004328
Initialization: 5.503000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.443000
Kernel 1: 0.023000
Kernel 2: 67.542999
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000803 1.000000 fi:0.130983. Ave ac:0.002476,0.005880
Initialization: 5.459000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.425000
Kernel 1: 0.025000
Kernel 2: 68.924004
Copyback: 0.016000
Sum: 0.025000
It 29,Best ac:0.001338 1.000000 fi:0.121756. Ave ac:0.002837,0.007831
Initialization: 5.448000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.445000
Kernel 1: 0.024000
Kernel 2: 68.588997
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.001070 1.000000 fi:0.121183. Ave ac:0.002346,0.003101
Initialization: 5.475000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.437000
Kernel 1: 0.024000
Kernel 2: 70.191002
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001070 1.000000 fi:0.121826. Ave ac:0.001717,0.005170
Initialization: 5.444000
Memcpy Classifiers: 0.350000
Memcpy Instances: 9.898000
Kernel 1: 0.024000
Kernel 2: 70.274002
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000803 1.000000 fi:0.119673. Ave ac:0.002520,0.003955
Initialization: 5.456000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.449000
Kernel 1: 0.023000
Kernel 2: 68.964996
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.000803 1.000000 fi:0.117238. Ave ac:0.001895,0.004066
Initialization: 29.264999
Memcpy Instances: 381.497009
Memcpy Classifiers: 0.092000
Kernel 1: 0.028000
Kernel 2: 505.743988
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.090000
Kernel 1: 0.014000
Kernel 2: 503.808990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 502.734985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 488.868988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 505.261993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 502.977997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 511.497986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 503.819000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 390.630005
Copyback: 0.366000
Sum: 0.002000
It 34,Best ac:0.001033 0.561047 fi:0.559838. Ave ac:0.002391,0.008300
Best acc 0.001033 0.561047
Rule:Att PSSM_-4_12 is [-6.284325,-1.715675]|Att PSSM_-3_9 is [<-4.125954]|Att PSSM_-3_20 is [>1.517849]|Att PSSM_0_12 is [-5.230729,-3.162642]|Att PSSM_0_18 is [<4.235769]|Att PSSM_3_5 is [-5.221458,9.148875]|Att PSSM_4_9 is [<3.385963]|1
Accuracy : 0.792681
0	1	
151002	13078	
35567	34991	
Removed 344 instances. 186569 Instances left. Acc of rule 0.001033-0.561047
Initialization: 6.073000
Memcpy Classifiers: 0.614000
Memcpy Instances: 11.670000
Kernel 1: 0.026000
Kernel 2: 92.170998
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.005534 accuracy2:0.185510
Initialization: 5.441000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.421000
Kernel 1: 0.024000
Kernel 2: 91.648003
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.000804 0.600000 fi:0.499910. Ave ac:0.005878,0.010389
Initialization: 5.477000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.409000
Kernel 1: 0.030000
Kernel 2: 90.125000
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.000536 1.000000 fi:0.238709. Ave ac:0.004570,0.008209
Initialization: 5.492000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.428000
Kernel 1: 0.024000
Kernel 2: 91.871002
Copyback: 0.018000
Sum: 0.037000
It 2,Best ac:0.000804 1.000000 fi:0.099910. Ave ac:0.004341,0.006753
Initialization: 5.472000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.437000
Kernel 1: 0.023000
Kernel 2: 90.950996
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.000536 1.000000 fi:0.238709. Ave ac:0.004519,0.008087
Initialization: 6.619000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.469000
Kernel 1: 0.023000
Kernel 2: 89.378998
Copyback: 0.016000
Sum: 0.031000
It 4,Best ac:0.000804 1.000000 fi:0.099910. Ave ac:0.003703,0.006528
Initialization: 5.431000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.437000
Kernel 1: 0.025000
Kernel 2: 87.524002
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000804 1.000000 fi:0.099911. Ave ac:0.003913,0.007550
Initialization: 7.231000
Memcpy Classifiers: 0.840000
Memcpy Instances: 11.333000
Kernel 1: 0.034000
Kernel 2: 86.225998
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.001072 1.000000 fi:0.099769. Ave ac:0.003780,0.007965
Initialization: 5.559000
Memcpy Classifiers: 0.467000
Memcpy Instances: 10.213000
Kernel 1: 0.027000
Kernel 2: 84.995003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.000804 1.000000 fi:0.099911. Ave ac:0.003017,0.005206
Initialization: 5.394000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.432000
Kernel 1: 0.024000
Kernel 2: 85.629997
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.000804 1.000000 fi:0.099910. Ave ac:0.002757,0.005021
Initialization: 5.408000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.405000
Kernel 1: 0.025000
Kernel 2: 86.026001
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.001608 1.000000 fi:0.099487. Ave ac:0.002652,0.004577
Iteration 10:MDL fitness activated
Error 0.099487 TL 0.020993
MDL Theory Length Weight: 1.5796519126 (1)
Initialization: 5.477000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.414000
Kernel 1: 0.024000
Kernel 2: 87.206001
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.001072 1.000000 fi:0.137695. Ave ac:0.002945,0.005883
Initialization: 5.545000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.047000
Kernel 1: 0.033000
Kernel 2: 86.681999
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.000804 1.000000 fi:0.147389. Ave ac:0.002698,0.005354
Initialization: 7.034000
Memcpy Classifiers: 0.645000
Memcpy Instances: 9.726000
Kernel 1: 0.024000
Kernel 2: 85.416000
Copyback: 0.018000
Sum: 0.071000
It 12,Best ac:0.000804 1.000000 fi:0.157232. Ave ac:0.002780,0.004737
Initialization: 6.618000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.613000
Kernel 1: 0.023000
Kernel 2: 85.319000
Copyback: 0.020000
Sum: 0.032000
It 13,Best ac:0.000804 1.000000 fi:0.149405. Ave ac:0.002686,0.004429
Initialization: 5.469000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.416000
Kernel 1: 0.025000
Kernel 2: 82.839996
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.001340 1.000000 fi:0.138922. Ave ac:0.003019,0.004753
Initialization: 7.343000
Memcpy Classifiers: 0.611000
Memcpy Instances: 10.608000
Kernel 1: 0.027000
Kernel 2: 83.623001
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.001072 1.000000 fi:0.147835. Ave ac:0.003626,0.006657
Initialization: 7.180000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.612000
Kernel 1: 0.023000
Kernel 2: 82.683998
Copyback: 0.020000
Sum: 0.042000
It 16,Best ac:0.000804 1.000000 fi:0.152005. Ave ac:0.002940,0.005099
Initialization: 6.727000
Memcpy Classifiers: 0.440000
Memcpy Instances: 7.413000
Kernel 1: 0.024000
Kernel 2: 80.936996
Copyback: 0.022000
Sum: 0.041000
It 17,Best ac:0.000804 1.000000 fi:0.163639. Ave ac:0.002715,0.004870
Initialization: 6.990000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.220000
Kernel 1: 0.024000
Kernel 2: 84.470001
Copyback: 0.018000
Sum: 0.029000
It 18,Best ac:0.001072 1.000000 fi:0.148350. Ave ac:0.002934,0.005333
Initialization: 5.526000
Memcpy Classifiers: 0.419000
Memcpy Instances: 11.375000
Kernel 1: 0.024000
Kernel 2: 80.610001
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.000804 1.000000 fi:0.147820. Ave ac:0.002481,0.004301
MDL Theory Length Weight: 1.4216867213 (11)
Initialization: 5.965000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.355000
Kernel 1: 0.033000
Kernel 2: 79.112000
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000804 1.000000 fi:0.139265. Ave ac:0.002763,0.005151
Initialization: 6.339000
Memcpy Classifiers: 0.745000
Memcpy Instances: 11.530000
Kernel 1: 0.024000
Kernel 2: 81.930000
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.000804 1.000000 fi:0.165495. Ave ac:0.003103,0.008448
Initialization: 5.546000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.512000
Kernel 1: 0.033000
Kernel 2: 81.445000
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.000804 1.000000 fi:0.127984. Ave ac:0.002863,0.005218
Initialization: 5.443000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.160000
Kernel 1: 0.033000
Kernel 2: 82.195999
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.001340 1.000000 fi:0.133762. Ave ac:0.003165,0.005188
Initialization: 7.349000
Memcpy Classifiers: 0.477000
Memcpy Instances: 7.428000
Kernel 1: 0.023000
Kernel 2: 78.972000
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.000804 1.000000 fi:0.140885. Ave ac:0.002772,0.004507
Initialization: 6.673000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.446000
Kernel 1: 0.024000
Kernel 2: 79.606003
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.000804 1.000000 fi:0.137126. Ave ac:0.002861,0.005297
Initialization: 5.442000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.421000
Kernel 1: 0.024000
Kernel 2: 80.221001
Copyback: 0.018000
Sum: 0.031000
It 26,Best ac:0.000804 1.000000 fi:0.139215. Ave ac:0.002805,0.005704
Initialization: 5.410000
Memcpy Classifiers: 0.446000
Memcpy Instances: 9.009000
Kernel 1: 0.032000
Kernel 2: 79.196999
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.001072 1.000000 fi:0.139607. Ave ac:0.002723,0.004546
Initialization: 5.486000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.970000
Kernel 1: 0.032000
Kernel 2: 77.406998
Copyback: 0.016000
Sum: 0.029000
It 28,Best ac:0.001072 1.000000 fi:0.139074. Ave ac:0.002183,0.003640
Initialization: 5.467000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.390000
Kernel 1: 0.023000
Kernel 2: 77.452003
Copyback: 0.369000
Sum: 0.036000
It 29,Best ac:0.000804 1.000000 fi:0.158812. Ave ac:0.001975,0.004039
Initialization: 5.442000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.622000
Kernel 1: 0.023000
Kernel 2: 77.000000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000804 1.000000 fi:0.154565. Ave ac:0.003056,0.006769
Initialization: 5.524000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.871000
Kernel 1: 0.023000
Kernel 2: 76.440002
Copyback: 0.018000
Sum: 0.034000
It 31,Best ac:0.000804 1.000000 fi:0.155256. Ave ac:0.004024,0.007394
MDL Theory Length Weight: 1.2795180492 (10)
Initialization: 7.712000
Memcpy Classifiers: 0.681000
Memcpy Instances: 10.663000
Kernel 1: 0.027000
Kernel 2: 75.885002
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.001072 1.000000 fi:0.141184. Ave ac:0.003116,0.005682
Initialization: 5.463000
Memcpy Classifiers: 0.495000
Memcpy Instances: 7.417000
Kernel 1: 0.023000
Kernel 2: 79.005997
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.000804 1.000000 fi:0.136674. Ave ac:0.002680,0.004024
Initialization: 35.032001
Memcpy Instances: 423.300995
Memcpy Classifiers: 0.091000
Kernel 1: 0.028000
Kernel 2: 527.239990
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.099000
Kernel 1: 0.015000
Kernel 2: 537.616028
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.124000
Kernel 1: 0.022000
Kernel 2: 532.195984
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.014000
Kernel 2: 523.997009
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.090000
Kernel 1: 0.017000
Kernel 2: 547.330017
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.014000
Kernel 2: 535.601013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 532.421997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 542.330994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 415.802002
Copyback: 0.016000
Sum: 0.003000
It 34,Best ac:0.019741 0.437099 fi:0.684427. Ave ac:0.002265,0.007204
Best acc 0.019741 0.437099
Initialization: 5.426000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.465000
Kernel 1: 0.026000
Kernel 2: 90.791000
Copyback: 0.372000
Sum: 0.037000
Initial population average accuracy1:0.005184 accuracy2:0.185783
Initialization: 6.216000
Memcpy Classifiers: 0.512000
Memcpy Instances: 9.923000
Kernel 1: 0.027000
Kernel 2: 89.984001
Copyback: 0.017000
Sum: 0.042000
It 0,Best ac:0.000536 1.000000 fi:0.238709. Ave ac:0.005393,0.009746
Initialization: 6.753000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.439000
Kernel 1: 0.024000
Kernel 2: 90.699997
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.000536 0.666667 fi:0.572042. Ave ac:0.005183,0.008874
Initialization: 6.276000
Memcpy Classifiers: 0.501000
Memcpy Instances: 8.761000
Kernel 1: 0.024000
Kernel 2: 88.123001
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.000536 1.000000 fi:0.238709. Ave ac:0.005327,0.009581
Initialization: 5.460000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.896000
Kernel 1: 0.033000
Kernel 2: 88.667999
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000804 0.750000 fi:0.349910. Ave ac:0.004841,0.008600
Initialization: 5.459000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.430000
Kernel 1: 0.025000
Kernel 2: 89.083000
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000804 1.000000 fi:0.099910. Ave ac:0.004325,0.006871
Initialization: 5.386000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.434000
Kernel 1: 0.024000
Kernel 2: 87.344002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001340 1.000000 fi:0.099629. Ave ac:0.003725,0.006274
Initialization: 5.368000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.403000
Kernel 1: 0.024000
Kernel 2: 87.596001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.000804 1.000000 fi:0.099910. Ave ac:0.004126,0.006993
Initialization: 5.428000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.442000
Kernel 1: 0.026000
Kernel 2: 88.180000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.001340 1.000000 fi:0.099628. Ave ac:0.004371,0.007975
Initialization: 5.398000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.415000
Kernel 1: 0.025000
Kernel 2: 87.657997
Copyback: 0.017000
Sum: 0.024000
It 8,Best ac:0.001072 1.000000 fi:0.099770. Ave ac:0.004228,0.008132
Initialization: 5.412000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.424000
Kernel 1: 0.024000
Kernel 2: 83.982002
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.000804 1.000000 fi:0.099911. Ave ac:0.003210,0.005295
Iteration 10:MDL fitness activated
Error 0.099911 TL 0.034939
MDL Theory Length Weight: 0.9531871138 (3)
Initialization: 5.453000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.419000
Kernel 1: 0.024000
Kernel 2: 83.072998
Copyback: 0.018000
Sum: 0.038000
It 10,Best ac:0.001072 1.000000 fi:0.135867. Ave ac:0.002845,0.005678
Initialization: 5.379000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.433000
Kernel 1: 0.024000
Kernel 2: 80.949997
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.001072 1.000000 fi:0.125256. Ave ac:0.002690,0.005112
Initialization: 5.405000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.435000
Kernel 1: 0.024000
Kernel 2: 81.612999
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000804 1.000000 fi:0.125839. Ave ac:0.002326,0.004027
Initialization: 7.059000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.413000
Kernel 1: 0.024000
Kernel 2: 80.170998
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000804 1.000000 fi:0.124432. Ave ac:0.002521,0.005928
Initialization: 5.431000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.334000
Kernel 1: 0.034000
Kernel 2: 80.053001
Copyback: 0.016000
Sum: 0.030000
It 14,Best ac:0.000804 1.000000 fi:0.145641. Ave ac:0.002365,0.004460
Initialization: 5.434000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.447000
Kernel 1: 0.022000
Kernel 2: 80.138000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000804 1.000000 fi:0.126965. Ave ac:0.002856,0.005441
Initialization: 5.413000
Memcpy Classifiers: 0.383000
Memcpy Instances: 7.450000
Kernel 1: 0.024000
Kernel 2: 80.210999
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.000804 1.000000 fi:0.134953. Ave ac:0.002393,0.004908
Initialization: 5.471000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.421000
Kernel 1: 0.024000
Kernel 2: 79.476997
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.000804 1.000000 fi:0.126843. Ave ac:0.002598,0.006148
Initialization: 5.422000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.437000
Kernel 1: 0.023000
Kernel 2: 81.197998
Copyback: 0.018000
Sum: 0.037000
It 18,Best ac:0.000804 1.000000 fi:0.123317. Ave ac:0.002137,0.003485
Initialization: 5.439000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.426000
Kernel 1: 0.024000
Kernel 2: 80.070999
Copyback: 0.019000
Sum: 0.039000
It 19,Best ac:0.000804 1.000000 fi:0.128393. Ave ac:0.002080,0.003934
Initialization: 5.451000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.410000
Kernel 1: 0.024000
Kernel 2: 80.875000
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.001340 1.000000 fi:0.124374. Ave ac:0.001942,0.004057
Initialization: 5.606000
Memcpy Classifiers: 0.680000
Memcpy Instances: 9.438000
Kernel 1: 0.024000
Kernel 2: 81.405998
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001072 1.000000 fi:0.122815. Ave ac:0.002756,0.006172
Initialization: 6.496000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.952000
Kernel 1: 0.033000
Kernel 2: 83.442001
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.000804 1.000000 fi:0.130913. Ave ac:0.002471,0.004985
Initialization: 5.555000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.458000
Kernel 1: 0.023000
Kernel 2: 83.098000
Copyback: 0.016000
Sum: 0.025000
It 23,Best ac:0.001608 1.000000 fi:0.123052. Ave ac:0.002353,0.003837
Initialization: 5.395000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.469000
Kernel 1: 0.023000
Kernel 2: 83.848999
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.000804 1.000000 fi:0.125398. Ave ac:0.001872,0.003693
Initialization: 5.388000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.419000
Kernel 1: 0.024000
Kernel 2: 84.945000
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.001340 1.000000 fi:0.121564. Ave ac:0.002900,0.004500
Initialization: 7.051000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.500000
Kernel 1: 0.024000
Kernel 2: 82.459999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.000804 1.000000 fi:0.126589. Ave ac:0.001906,0.003527
Initialization: 5.722000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.417000
Kernel 1: 0.025000
Kernel 2: 83.780998
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.001340 1.000000 fi:0.124506. Ave ac:0.002264,0.004472
Initialization: 5.492000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.409000
Kernel 1: 0.025000
Kernel 2: 83.649002
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000804 1.000000 fi:0.124545. Ave ac:0.002672,0.003911
Initialization: 7.182000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.640000
Kernel 1: 0.024000
Kernel 2: 84.848999
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.000804 1.000000 fi:0.131017. Ave ac:0.001669,0.002451
Initialization: 7.104000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.421000
Kernel 1: 0.024000
Kernel 2: 84.120003
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.001608 1.000000 fi:0.123410. Ave ac:0.001786,0.002992
Initialization: 5.431000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.741000
Kernel 1: 0.033000
Kernel 2: 85.434998
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000804 1.000000 fi:0.125398. Ave ac:0.001853,0.002925
Initialization: 5.493000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.554000
Kernel 1: 0.027000
Kernel 2: 86.567001
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000804 1.000000 fi:0.124531. Ave ac:0.001999,0.003437
Initialization: 5.410000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.453000
Kernel 1: 0.024000
Kernel 2: 83.694000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.000804 1.000000 fi:0.126964. Ave ac:0.002380,0.003472
Initialization: 30.032000
Memcpy Instances: 462.941010
Memcpy Classifiers: 0.094000
Kernel 1: 0.026000
Kernel 2: 579.505005
Copyback: 0.015000
Sum: 0.019000
Memcpy Classifiers: 0.111000
Kernel 1: 0.019000
Kernel 2: 554.981018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.014000
Kernel 2: 565.434998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.109000
Kernel 1: 0.017000
Kernel 2: 571.294983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.015000
Kernel 2: 558.729980
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.129000
Kernel 1: 0.023000
Kernel 2: 548.439026
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 555.153015
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 576.469971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.017000
Kernel 2: 411.128998
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000665 0.579439 fi:0.552251. Ave ac:0.002300,0.007098
Best acc 0.000665 0.579439
Rule:Att PSSM_-4_7 is [<-0.840487]|Att PSSM_-4_20 is [-3.859289,5.859289]|Att PSSM_-2_15 is [<2.987772]|Att PSSM_-1_7 is [-4.777270,0.777270]|Att PSSM_-1_17 is [>-4.470838]|Att PSSM_-1_18 is [1.384355,11.960653]|Att PSSM_0_4 is [<0.764515]|Att PSSM_0_12 is [<-1.798948]|Att PSSM_1_4 is [<-2.898007]|Att PSSM_1_15 is [<1.692250]|Att PSSM_2_15 is [-5.680396,-0.319604]|Att PSSM_4_9 is [<0.687574]|1
Accuracy : 0.792826
0	1	
150912	13168	
35443	35115	
Removed 214 instances. 186355 Instances left. Acc of rule 0.000665-0.579439
Initialization: 7.692000
Memcpy Classifiers: 0.765000
Memcpy Instances: 10.071000
Kernel 1: 0.027000
Kernel 2: 92.551003
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005481 accuracy2:0.188099
Initialization: 8.175000
Memcpy Classifiers: 0.640000
Memcpy Instances: 7.412000
Kernel 1: 0.025000
Kernel 2: 93.356003
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.000537 1.000000 fi:0.236561. Ave ac:0.005239,0.009364
Initialization: 7.872000
Memcpy Classifiers: 0.612000
Memcpy Instances: 10.852000
Kernel 1: 0.023000
Kernel 2: 92.614998
Copyback: 0.018000
Sum: 0.041000
It 1,Best ac:0.001073 0.800000 fi:0.299768. Ave ac:0.004711,0.007476
Initialization: 5.549000
Memcpy Classifiers: 0.628000
Memcpy Instances: 8.884000
Kernel 1: 0.023000
Kernel 2: 91.634003
Copyback: 0.018000
Sum: 0.035000
It 2,Best ac:0.000537 1.000000 fi:0.235483. Ave ac:0.004674,0.007301
Initialization: 6.838000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.194000
Kernel 1: 0.024000
Kernel 2: 89.813004
Copyback: 0.372000
Sum: 0.028000
It 3,Best ac:0.000805 1.000000 fi:0.099909. Ave ac:0.003969,0.006472
Initialization: 5.551000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 91.304001
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000537 1.000000 fi:0.236561. Ave ac:0.003214,0.004547
Initialization: 5.461000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.399000
Kernel 1: 0.024000
Kernel 2: 91.457001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.001342 1.000000 fi:0.099626. Ave ac:0.003140,0.004128
Initialization: 5.462000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.413000
Kernel 1: 0.024000
Kernel 2: 92.904999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.001073 1.000000 fi:0.099768. Ave ac:0.002642,0.004149
Initialization: 6.434000
Memcpy Classifiers: 0.774000
Memcpy Instances: 8.001000
Kernel 1: 0.023000
Kernel 2: 93.088997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.000805 1.000000 fi:0.099909. Ave ac:0.002803,0.004669
Initialization: 5.422000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.436000
Kernel 1: 0.024000
Kernel 2: 93.040001
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.000805 1.000000 fi:0.099909. Ave ac:0.002810,0.004186
Initialization: 5.448000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.421000
Kernel 1: 0.024000
Kernel 2: 94.107002
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001610 1.000000 fi:0.099485. Ave ac:0.003461,0.005479
Iteration 10:MDL fitness activated
Error 0.099485 TL 0.041226
MDL Theory Length Weight: 0.8043747793 (1)
Initialization: 5.447000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.407000
Kernel 1: 0.026000
Kernel 2: 91.777000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.000805 1.000000 fi:0.134774. Ave ac:0.002362,0.003617
Initialization: 5.415000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.416000
Kernel 1: 0.024000
Kernel 2: 91.931000
Copyback: 0.018000
Sum: 0.038000
It 11,Best ac:0.000805 1.000000 fi:0.128520. Ave ac:0.002361,0.003644
Initialization: 6.375000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.449000
Kernel 1: 0.023000
Kernel 2: 96.316002
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.000805 1.000000 fi:0.126106. Ave ac:0.002358,0.003551
Initialization: 5.547000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.410000
Kernel 1: 0.024000
Kernel 2: 95.108002
Copyback: 0.018000
Sum: 0.042000
It 13,Best ac:0.001341 1.000000 fi:0.121946. Ave ac:0.002641,0.003708
Initialization: 5.413000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.411000
Kernel 1: 0.024000
Kernel 2: 93.804001
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000805 1.000000 fi:0.127902. Ave ac:0.002221,0.002959
Initialization: 5.391000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.424000
Kernel 1: 0.025000
Kernel 2: 94.478996
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000805 1.000000 fi:0.128892. Ave ac:0.002604,0.003945
Initialization: 5.538000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.425000
Kernel 1: 0.024000
Kernel 2: 90.884003
Copyback: 0.017000
Sum: 0.039000
It 16,Best ac:0.001073 1.000000 fi:0.128962. Ave ac:0.002611,0.003687
Initialization: 5.426000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.415000
Kernel 1: 0.024000
Kernel 2: 93.089996
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.001073 1.000000 fi:0.130245. Ave ac:0.002486,0.003593
Initialization: 5.473000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.417000
Kernel 1: 0.024000
Kernel 2: 89.286003
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.001342 1.000000 fi:0.121946. Ave ac:0.002142,0.003601
Initialization: 5.478000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.420000
Kernel 1: 0.024000
Kernel 2: 87.865997
Copyback: 0.019000
Sum: 0.037000
It 19,Best ac:0.001342 1.000000 fi:0.126792. Ave ac:0.001939,0.003044
Initialization: 5.487000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.408000
Kernel 1: 0.024000
Kernel 2: 87.113998
Copyback: 0.016000
Sum: 0.024000
It 20,Best ac:0.000805 1.000000 fi:0.124540. Ave ac:0.002001,0.002924
Initialization: 8.086000
Memcpy Classifiers: 0.713000
Memcpy Instances: 8.166000
Kernel 1: 0.032000
Kernel 2: 84.115997
Copyback: 0.018000
Sum: 0.044000
It 21,Best ac:0.001878 1.000000 fi:0.123906. Ave ac:0.001986,0.002840
Initialization: 7.344000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.443000
Kernel 1: 0.024000
Kernel 2: 83.045998
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.001342 1.000000 fi:0.121688. Ave ac:0.001843,0.003183
Initialization: 6.344000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.424000
Kernel 1: 0.025000
Kernel 2: 85.307999
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.001073 1.000000 fi:0.125675. Ave ac:0.002775,0.003955
Initialization: 6.576000
Memcpy Classifiers: 0.714000
Memcpy Instances: 11.078000
Kernel 1: 0.025000
Kernel 2: 84.250999
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.000537 1.000000 fi:0.265925. Ave ac:0.002225,0.003426
Initialization: 5.456000
Memcpy Classifiers: 0.513000
Memcpy Instances: 7.414000
Kernel 1: 0.023000
Kernel 2: 84.608002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.001073 1.000000 fi:0.125536. Ave ac:0.002767,0.003500
Initialization: 5.451000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.445000
Kernel 1: 0.022000
Kernel 2: 82.746002
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.001342 1.000000 fi:0.123920. Ave ac:0.002194,0.003163
Initialization: 5.473000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.407000
Kernel 1: 0.024000
Kernel 2: 81.515999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.001074 1.000000 fi:0.126372. Ave ac:0.001635,0.002372
Initialization: 5.614000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.375000
Kernel 1: 0.033000
Kernel 2: 81.621002
Copyback: 0.017000
Sum: 0.039000
It 28,Best ac:0.001073 1.000000 fi:0.121375. Ave ac:0.002252,0.003391
Initialization: 5.517000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.432000
Kernel 1: 0.024000
Kernel 2: 84.188004
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001610 1.000000 fi:0.128332. Ave ac:0.002078,0.002900
Initialization: 5.507000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.410000
Kernel 1: 0.024000
Kernel 2: 80.834000
Copyback: 0.016000
Sum: 0.027000
It 30,Best ac:0.001341 1.000000 fi:0.121426. Ave ac:0.001939,0.003102
Initialization: 5.424000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.457000
Kernel 1: 0.023000
Kernel 2: 83.819000
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001073 1.000000 fi:0.122550. Ave ac:0.002453,0.004415
Initialization: 5.432000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.416000
Kernel 1: 0.024000
Kernel 2: 81.281998
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.000805 1.000000 fi:0.123979. Ave ac:0.002578,0.004528
Initialization: 5.470000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.427000
Kernel 1: 0.023000
Kernel 2: 83.341003
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.001073 1.000000 fi:0.121448. Ave ac:0.002987,0.004778
Initialization: 31.070999
Memcpy Instances: 432.250000
Memcpy Classifiers: 0.116000
Kernel 1: 0.030000
Kernel 2: 585.471985
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 585.822998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.014000
Kernel 2: 557.229980
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.013000
Kernel 2: 580.033997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 552.289978
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.014000
Kernel 2: 577.750977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.015000
Kernel 2: 570.250000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 586.911011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 434.092010
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001395 0.528455 fi:0.595705. Ave ac:0.002071,0.006496
Best acc 0.001395 0.528455
Initialization: 6.827000
Memcpy Classifiers: 0.740000
Memcpy Instances: 8.197000
Kernel 1: 0.024000
Kernel 2: 92.222000
Copyback: 0.022000
Sum: 0.052000
Initial population average accuracy1:0.004641 accuracy2:0.180381
Initialization: 5.813000
Memcpy Classifiers: 0.524000
Memcpy Instances: 10.955000
Kernel 1: 0.027000
Kernel 2: 91.214996
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.000805 1.000000 fi:0.099909. Ave ac:0.004585,0.007398
Initialization: 6.950000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.205000
Kernel 1: 0.027000
Kernel 2: 93.017998
Copyback: 0.018000
Sum: 0.031000
It 1,Best ac:0.000537 1.000000 fi:0.236561. Ave ac:0.005085,0.008282
Initialization: 6.249000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.163000
Kernel 1: 0.056000
Kernel 2: 92.858002
Copyback: 0.017000
Sum: 0.026000
It 2,Best ac:0.000805 1.000000 fi:0.099909. Ave ac:0.003981,0.006166
Initialization: 5.278000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.531000
Kernel 1: 0.022000
Kernel 2: 92.621002
Copyback: 0.809000
Sum: 0.036000
It 3,Best ac:0.001073 1.000000 fi:0.099768. Ave ac:0.003341,0.005625
Initialization: 5.678000
Memcpy Classifiers: 0.527000
Memcpy Instances: 7.492000
Kernel 1: 0.022000
Kernel 2: 93.935997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.000536 1.000000 fi:0.236561. Ave ac:0.003639,0.006377
Initialization: 6.398000
Memcpy Classifiers: 0.690000
Memcpy Instances: 10.647000
Kernel 1: 0.027000
Kernel 2: 94.112999
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.001342 0.833333 fi:0.266293. Ave ac:0.002827,0.005345
Initialization: 5.384000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.414000
Kernel 1: 0.023000
Kernel 2: 91.096001
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.000537 1.000000 fi:0.236561. Ave ac:0.003046,0.005944
Initialization: 6.240000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.468000
Kernel 1: 0.023000
Kernel 2: 89.617996
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.001878 1.000000 fi:0.099343. Ave ac:0.002952,0.005276
Initialization: 5.362000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.501000
Kernel 1: 0.023000
Kernel 2: 88.764999
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.000805 1.000000 fi:0.099909. Ave ac:0.002983,0.005206
Initialization: 6.041000
Memcpy Classifiers: 0.523000
Memcpy Instances: 10.684000
Kernel 1: 0.023000
Kernel 2: 88.908997
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.001073 1.000000 fi:0.099768. Ave ac:0.002766,0.006512
Iteration 10:MDL fitness activated
Error 0.099768 TL 0.047349
MDL Theory Length Weight: 0.7023612749 (3)
Initialization: 7.226000
Memcpy Classifiers: 0.665000
Memcpy Instances: 10.292000
Kernel 1: 0.024000
Kernel 2: 89.930000
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.000805 1.000000 fi:0.124733. Ave ac:0.002380,0.003532
Initialization: 6.140000
Memcpy Classifiers: 0.904000
Memcpy Instances: 7.958000
Kernel 1: 0.023000
Kernel 2: 90.244003
Copyback: 0.018000
Sum: 0.035000
It 11,Best ac:0.001342 1.000000 fi:0.137391. Ave ac:0.002616,0.004278
Initialization: 6.558000
Memcpy Classifiers: 0.694000
Memcpy Instances: 9.028000
Kernel 1: 0.033000
Kernel 2: 88.551003
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.001073 1.000000 fi:0.120642. Ave ac:0.002115,0.003415
Initialization: 6.160000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.467000
Kernel 1: 0.023000
Kernel 2: 88.266998
Copyback: 0.018000
Sum: 0.033000
It 13,Best ac:0.001341 1.000000 fi:0.119882. Ave ac:0.002742,0.004219
Initialization: 5.660000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.036000
Kernel 1: 0.023000
Kernel 2: 89.786003
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.001878 1.000000 fi:0.122162. Ave ac:0.002627,0.003364
Initialization: 5.565000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.733000
Kernel 1: 0.024000
Kernel 2: 88.731003
Copyback: 0.018000
Sum: 0.035000
It 15,Best ac:0.000805 1.000000 fi:0.127184. Ave ac:0.001988,0.002693
Initialization: 5.418000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.179000
Kernel 1: 0.032000
Kernel 2: 88.257004
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.000805 1.000000 fi:0.131249. Ave ac:0.002267,0.004164
Initialization: 5.396000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.479000
Kernel 1: 0.023000
Kernel 2: 89.476997
Copyback: 0.018000
Sum: 0.030000
It 17,Best ac:0.000805 1.000000 fi:0.130634. Ave ac:0.002723,0.004610
Initialization: 5.401000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.448000
Kernel 1: 0.023000
Kernel 2: 85.277000
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.000805 1.000000 fi:0.122491. Ave ac:0.002711,0.004469
Initialization: 7.342000
Memcpy Classifiers: 0.437000
Memcpy Instances: 7.550000
Kernel 1: 0.023000
Kernel 2: 86.046997
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000805 1.000000 fi:0.120164. Ave ac:0.002557,0.004800
Initialization: 5.606000
Memcpy Classifiers: 0.437000
Memcpy Instances: 7.435000
Kernel 1: 0.023000
Kernel 2: 84.792000
Copyback: 0.019000
Sum: 0.029000
It 20,Best ac:0.001609 1.000000 fi:0.122066. Ave ac:0.002308,0.004214
Initialization: 5.327000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.693000
Kernel 1: 0.024000
Kernel 2: 85.639000
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001342 1.000000 fi:0.125784. Ave ac:0.002676,0.004863
Initialization: 5.607000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.477000
Kernel 1: 0.022000
Kernel 2: 83.582001
Copyback: 0.020000
Sum: 0.038000
It 22,Best ac:0.000805 1.000000 fi:0.125169. Ave ac:0.001949,0.004648
MDL Theory Length Weight: 0.6321251474 (10)
Initialization: 5.273000
Memcpy Classifiers: 0.465000
Memcpy Instances: 7.414000
Kernel 1: 0.024000
Kernel 2: 82.097000
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.001341 1.000000 fi:0.129459. Ave ac:0.001786,0.002757
Initialization: 5.308000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.417000
Kernel 1: 0.024000
Kernel 2: 82.736000
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.000805 1.000000 fi:0.118245. Ave ac:0.001521,0.002364
Initialization: 5.332000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.407000
Kernel 1: 0.024000
Kernel 2: 83.355003
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.000805 1.000000 fi:0.118503. Ave ac:0.001964,0.003033
Initialization: 5.409000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.674000
Kernel 1: 0.024000
Kernel 2: 84.307999
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.001342 1.000000 fi:0.116803. Ave ac:0.002494,0.003758
Initialization: 7.921000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.530000
Kernel 1: 0.024000
Kernel 2: 83.567001
Copyback: 0.019000
Sum: 0.039000
It 27,Best ac:0.000805 1.000000 fi:0.114328. Ave ac:0.002386,0.003703
Initialization: 5.392000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.545000
Kernel 1: 0.023000
Kernel 2: 83.443001
Copyback: 0.019000
Sum: 0.034000
It 28,Best ac:0.000805 1.000000 fi:0.115823. Ave ac:0.002168,0.003201
Initialization: 5.384000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.429000
Kernel 1: 0.023000
Kernel 2: 82.596001
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.000805 1.000000 fi:0.119226. Ave ac:0.001892,0.002969
Initialization: 5.327000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.417000
Kernel 1: 0.024000
Kernel 2: 82.025002
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000805 1.000000 fi:0.120915. Ave ac:0.001969,0.003471
Initialization: 5.335000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.499000
Kernel 1: 0.022000
Kernel 2: 81.208000
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.000805 1.000000 fi:0.124373. Ave ac:0.002326,0.004285
Initialization: 5.351000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.605000
Kernel 1: 0.023000
Kernel 2: 79.438004
Copyback: 0.018000
Sum: 0.028000
It 32,Best ac:0.001073 1.000000 fi:0.118554. Ave ac:0.002182,0.004778
Initialization: 5.318000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.443000
Kernel 1: 0.024000
Kernel 2: 77.269997
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001073 1.000000 fi:0.120947. Ave ac:0.002027,0.003404
Initialization: 33.969002
Memcpy Instances: 364.518005
Memcpy Classifiers: 0.084000
Kernel 1: 0.027000
Kernel 2: 553.968994
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 538.560974
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.104000
Kernel 1: 0.019000
Kernel 2: 558.754028
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.015000
Kernel 2: 534.210999
Copyback: 0.020000
Sum: 0.007000
Memcpy Classifiers: 0.089000
Kernel 1: 0.020000
Kernel 2: 549.138000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 562.447998
Copyback: 0.420000
Sum: 0.011000
Memcpy Classifiers: 0.864000
Kernel 1: 0.021000
Kernel 2: 550.416992
Copyback: 1.195000
Sum: 0.004000
Memcpy Classifiers: 0.966000
Kernel 1: 0.018000
Kernel 2: 547.901001
Copyback: 0.907000
Sum: 0.010000
Memcpy Classifiers: 0.077000
Kernel 1: 0.021000
Kernel 2: 390.976013
Copyback: 1.099000
Sum: 0.001000
It 34,Best ac:0.000762 0.520147 fi:0.598379. Ave ac:0.002469,0.007720
Best acc 0.000762 0.520147
Rule:Att PSSM_-3_2 is [-4.320755,1.605637]|Att PSSM_-3_12 is [<3.714831]|Att PSSM_0_5 is [-5.716259,3.067860]|Att PSSM_0_12 is [<-2.603443]|Att PSSM_0_15 is [-6.102584,-2.219658]|Att PSSM_1_14 is [-5.922629,7.143813]|Att PSSM_1_15 is [<-0.980326]|Att PSSM_2_4 is [<3.093233]|Att PSSM_3_1 is [2.617621,6.020147]|Att PSSM_4_7 is [<-0.474024]|Att PSSM_4_10 is [>-4.194264]|1
Accuracy : 0.792945
0	1	
150680	13400	
35183	35375	
Removed 492 instances. 185863 Instances left. Acc of rule 0.001395-0.528455
Initialization: 6.871000
Memcpy Classifiers: 0.533000
Memcpy Instances: 9.260000
Kernel 1: 0.026000
Kernel 2: 114.627998
Copyback: 0.019000
Sum: 0.040000
Initial population average accuracy1:0.005056 accuracy2:0.184713
Initialization: 5.861000
Memcpy Classifiers: 0.850000
Memcpy Instances: 9.933000
Kernel 1: 0.025000
Kernel 2: 116.082001
Copyback: 0.020000
Sum: 0.059000
It 0,Best ac:0.000538 1.000000 fi:0.231139. Ave ac:0.005695,0.010071
Initialization: 7.975000
Memcpy Classifiers: 0.676000
Memcpy Instances: 10.911000
Kernel 1: 0.025000
Kernel 2: 114.138000
Copyback: 0.019000
Sum: 0.029000
It 1,Best ac:0.000538 1.000000 fi:0.231139. Ave ac:0.005295,0.009268
Initialization: 5.594000
Memcpy Classifiers: 0.624000
Memcpy Instances: 7.647000
Kernel 1: 0.023000
Kernel 2: 114.320000
Copyback: 0.019000
Sum: 0.029000
It 2,Best ac:0.000538 1.000000 fi:0.230045. Ave ac:0.006421,0.012528
Initialization: 6.123000
Memcpy Classifiers: 0.497000
Memcpy Instances: 7.452000
Kernel 1: 0.022000
Kernel 2: 111.082001
Copyback: 0.020000
Sum: 0.037000
It 3,Best ac:0.000538 1.000000 fi:0.230045. Ave ac:0.004999,0.008813
Initialization: 5.860000
Memcpy Classifiers: 0.519000
Memcpy Instances: 7.495000
Kernel 1: 0.024000
Kernel 2: 109.888000
Copyback: 0.019000
Sum: 0.033000
It 4,Best ac:0.000538 1.000000 fi:0.231139. Ave ac:0.004677,0.007583
Initialization: 5.600000
Memcpy Classifiers: 0.516000
Memcpy Instances: 7.556000
Kernel 1: 0.026000
Kernel 2: 109.819000
Copyback: 0.019000
Sum: 0.031000
It 5,Best ac:0.000807 1.000000 fi:0.099905. Ave ac:0.004181,0.006456
Initialization: 5.506000
Memcpy Classifiers: 0.515000
Memcpy Instances: 7.392000
Kernel 1: 0.024000
Kernel 2: 111.023003
Copyback: 0.019000
Sum: 0.031000
It 6,Best ac:0.000538 1.000000 fi:0.230045. Ave ac:0.003444,0.005892
Initialization: 5.543000
Memcpy Classifiers: 0.477000
Memcpy Instances: 7.399000
Kernel 1: 0.023000
Kernel 2: 111.724998
Copyback: 0.018000
Sum: 0.035000
It 7,Best ac:0.001614 1.000000 fi:0.099479. Ave ac:0.004133,0.007086
Initialization: 5.534000
Memcpy Classifiers: 0.442000
Memcpy Instances: 7.423000
Kernel 1: 0.023000
Kernel 2: 112.092003
Copyback: 0.020000
Sum: 0.031000
It 8,Best ac:0.001076 1.000000 fi:0.099764. Ave ac:0.003509,0.006251
Initialization: 5.520000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.408000
Kernel 1: 0.025000
Kernel 2: 107.735001
Copyback: 1.161000
Sum: 0.031000
It 9,Best ac:0.001345 1.000000 fi:0.099621. Ave ac:0.002871,0.004722
Iteration 10:MDL fitness activated
Error 0.099621 TL 0.042665
MDL Theory Length Weight: 0.7783177082 (3)
Initialization: 5.766000
Memcpy Classifiers: 0.442000
Memcpy Instances: 7.406000
Kernel 1: 0.024000
Kernel 2: 114.704002
Copyback: 0.108000
Sum: 0.029000
It 10,Best ac:0.000807 1.000000 fi:0.119333. Ave ac:0.002664,0.005074
Initialization: 6.259000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.398000
Kernel 1: 0.024000
Kernel 2: 90.068001
Copyback: 0.016000
Sum: 0.029000
It 11,Best ac:0.001345 1.000000 fi:0.125366. Ave ac:0.002264,0.003467
Initialization: 5.531000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.417000
Kernel 1: 0.023000
Kernel 2: 88.647003
Copyback: 0.018000
Sum: 0.034000
It 12,Best ac:0.001345 1.000000 fi:0.117759. Ave ac:0.001613,0.002400
Initialization: 5.894000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.706000
Kernel 1: 0.026000
Kernel 2: 87.949997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000807 1.000000 fi:0.122003. Ave ac:0.002350,0.004139
Initialization: 5.669000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.461000
Kernel 1: 0.023000
Kernel 2: 89.896004
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000807 1.000000 fi:0.138503. Ave ac:0.001693,0.002285
Initialization: 5.701000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.581000
Kernel 1: 0.023000
Kernel 2: 88.178001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.000807 1.000000 fi:0.120686. Ave ac:0.001901,0.003957
Initialization: 5.533000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.396000
Kernel 1: 0.024000
Kernel 2: 88.679001
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.000807 1.000000 fi:0.123041. Ave ac:0.002130,0.004421
Initialization: 6.650000
Memcpy Classifiers: 0.590000
Memcpy Instances: 10.534000
Kernel 1: 0.027000
Kernel 2: 89.220001
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.000807 1.000000 fi:0.128606. Ave ac:0.002030,0.004115
Initialization: 5.545000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.425000
Kernel 1: 0.023000
Kernel 2: 88.634003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.000538 1.000000 fi:0.256835. Ave ac:0.001881,0.003409
Initialization: 5.536000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.402000
Kernel 1: 0.024000
Kernel 2: 86.984001
Copyback: 0.016000
Sum: 0.033000
It 19,Best ac:0.000807 1.000000 fi:0.120397. Ave ac:0.002472,0.004918
Initialization: 5.543000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.436000
Kernel 1: 0.025000
Kernel 2: 83.630997
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000807 1.000000 fi:0.120468. Ave ac:0.002544,0.005145
Initialization: 5.483000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.392000
Kernel 1: 0.023000
Kernel 2: 83.924004
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.000807 1.000000 fi:0.128277. Ave ac:0.002333,0.004932
MDL Theory Length Weight: 0.7004859374 (10)
Initialization: 5.590000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.380000
Kernel 1: 0.025000
Kernel 2: 83.655998
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001076 1.000000 fi:0.125964. Ave ac:0.002848,0.005206
Initialization: 5.507000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.421000
Kernel 1: 0.024000
Kernel 2: 86.363998
Copyback: 0.406000
Sum: 0.033000
It 23,Best ac:0.001076 1.000000 fi:0.138254. Ave ac:0.002245,0.004171
Initialization: 6.676000
Memcpy Classifiers: 0.793000
Memcpy Instances: 10.803000
Kernel 1: 0.026000
Kernel 2: 87.603996
Copyback: 1.000000
Sum: 0.032000
It 24,Best ac:0.001076 1.000000 fi:0.122429. Ave ac:0.003085,0.006012
Initialization: 5.766000
Memcpy Classifiers: 0.739000
Memcpy Instances: 7.568000
Kernel 1: 0.025000
Kernel 2: 84.338997
Copyback: 0.417000
Sum: 0.030000
It 25,Best ac:0.001076 1.000000 fi:0.119650. Ave ac:0.002388,0.003981
Initialization: 5.725000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.393000
Kernel 1: 0.024000
Kernel 2: 83.217003
Copyback: 0.016000
Sum: 0.030000
It 26,Best ac:0.000807 1.000000 fi:0.122505. Ave ac:0.002586,0.004263
Initialization: 5.520000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.396000
Kernel 1: 0.024000
Kernel 2: 84.043999
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.001076 1.000000 fi:0.123464. Ave ac:0.002041,0.003211
Initialization: 5.516000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.404000
Kernel 1: 0.024000
Kernel 2: 84.858002
Copyback: 0.017000
Sum: 0.061000
It 28,Best ac:0.000807 1.000000 fi:0.117963. Ave ac:0.001979,0.004644
Initialization: 6.611000
Memcpy Classifiers: 0.605000
Memcpy Instances: 7.766000
Kernel 1: 0.023000
Kernel 2: 84.067001
Copyback: 0.018000
Sum: 0.029000
It 29,Best ac:0.001614 1.000000 fi:0.120125. Ave ac:0.002327,0.004980
Initialization: 5.565000
Memcpy Classifiers: 0.417000
Memcpy Instances: 11.684000
Kernel 1: 0.027000
Kernel 2: 81.345001
Copyback: 0.372000
Sum: 0.028000
It 30,Best ac:0.000807 1.000000 fi:0.111311. Ave ac:0.001672,0.003364
Initialization: 6.510000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.843000
Kernel 1: 0.033000
Kernel 2: 81.559998
Copyback: 0.018000
Sum: 0.045000
It 31,Best ac:0.000807 1.000000 fi:0.119926. Ave ac:0.002516,0.004228
Initialization: 6.039000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.395000
Kernel 1: 0.024000
Kernel 2: 79.585999
Copyback: 0.019000
Sum: 0.041000
It 32,Best ac:0.000807 1.000000 fi:0.119758. Ave ac:0.001720,0.002602
Initialization: 6.233000
Memcpy Classifiers: 0.713000
Memcpy Instances: 8.192000
Kernel 1: 0.024000
Kernel 2: 79.848000
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.000807 1.000000 fi:0.121654. Ave ac:0.001807,0.002959
Initialization: 31.122999
Memcpy Instances: 441.390991
Memcpy Classifiers: 0.083000
Kernel 1: 0.033000
Kernel 2: 555.192017
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.082000
Kernel 1: 0.015000
Kernel 2: 545.987000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 546.244019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 566.452026
Copyback: 0.502000
Sum: 0.010000
Memcpy Classifiers: 1.033000
Kernel 1: 0.023000
Kernel 2: 556.333984
Copyback: 0.669000
Sum: 0.008000
Memcpy Classifiers: 0.084000
Kernel 1: 0.021000
Kernel 2: 558.166992
Copyback: 1.285000
Sum: 0.002000
Memcpy Classifiers: 0.091000
Kernel 1: 0.016000
Kernel 2: 561.146973
Copyback: 0.459000
Sum: 0.003000
Memcpy Classifiers: 0.084000
Kernel 1: 0.016000
Kernel 2: 535.250000
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.083000
Kernel 1: 0.014000
Kernel 2: 427.385010
Copyback: 0.392000
Sum: 0.007000
It 34,Best ac:0.001232 0.540094 fi:0.581335. Ave ac:0.002479,0.008030
Best acc 0.001232 0.540094
Initialization: 6.275000
Memcpy Classifiers: 0.504000
Memcpy Instances: 10.893000
Kernel 1: 0.029000
Kernel 2: 92.150002
Copyback: 0.021000
Sum: 0.054000
Initial population average accuracy1:0.004735 accuracy2:0.180004
Initialization: 6.203000
Memcpy Classifiers: 0.596000
Memcpy Instances: 9.621000
Kernel 1: 0.022000
Kernel 2: 91.625999
Copyback: 0.018000
Sum: 0.059000
It 0,Best ac:0.000538 1.000000 fi:0.230045. Ave ac:0.004111,0.006895
Initialization: 6.763000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.464000
Kernel 1: 0.023000
Kernel 2: 91.085999
Copyback: 0.369000
Sum: 0.030000
It 1,Best ac:0.000807 1.000000 fi:0.099906. Ave ac:0.004638,0.007635
Initialization: 7.150000
Memcpy Classifiers: 0.937000
Memcpy Instances: 8.979000
Kernel 1: 0.030000
Kernel 2: 91.071999
Copyback: 0.018000
Sum: 0.038000
It 2,Best ac:0.001883 0.777778 fi:0.321558. Ave ac:0.004400,0.007466
Initialization: 6.415000
Memcpy Classifiers: 0.739000
Memcpy Instances: 7.892000
Kernel 1: 0.023000
Kernel 2: 92.360001
Copyback: 0.016000
Sum: 0.023000
It 3,Best ac:0.001346 0.833333 fi:0.266287. Ave ac:0.004500,0.006772
Initialization: 5.465000
Memcpy Classifiers: 0.473000
Memcpy Instances: 11.036000
Kernel 1: 0.024000
Kernel 2: 88.952003
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.000807 1.000000 fi:0.099906. Ave ac:0.004225,0.008202
Initialization: 6.462000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.397000
Kernel 1: 0.027000
Kernel 2: 90.396004
Copyback: 0.724000
Sum: 0.033000
It 5,Best ac:0.001345 1.000000 fi:0.099621. Ave ac:0.003633,0.005582
Initialization: 5.695000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.773000
Kernel 1: 0.024000
Kernel 2: 92.154999
Copyback: 0.621000
Sum: 0.032000
It 6,Best ac:0.001345 1.000000 fi:0.099621. Ave ac:0.002266,0.003696
Initialization: 5.634000
Memcpy Classifiers: 0.687000
Memcpy Instances: 7.382000
Kernel 1: 0.025000
Kernel 2: 92.753998
Copyback: 0.524000
Sum: 0.046000
It 7,Best ac:0.001614 1.000000 fi:0.099479. Ave ac:0.002092,0.002865
Initialization: 5.686000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.390000
Kernel 1: 0.024000
Kernel 2: 96.898003
Copyback: 0.210000
Sum: 0.037000
It 8,Best ac:0.001076 1.000000 fi:0.099764. Ave ac:0.002291,0.002898
Initialization: 6.995000
Memcpy Classifiers: 4.491000
Memcpy Instances: 8.079000
Kernel 1: 0.025000
Kernel 2: 92.515999
Copyback: 1.272000
Sum: 0.037000
It 9,Best ac:0.000807 1.000000 fi:0.099905. Ave ac:0.001765,0.002436
Iteration 10:MDL fitness activated
Error 0.099905 TL 0.048409
MDL Theory Length Weight: 0.6879289883 (3)
Initialization: 6.321000
Memcpy Classifiers: 0.493000
Memcpy Instances: 9.257000
Kernel 1: 0.026000
Kernel 2: 93.341003
Copyback: 0.326000
Sum: 0.034000
It 10,Best ac:0.000807 1.000000 fi:0.126278. Ave ac:0.002084,0.003508
Initialization: 5.656000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.411000
Kernel 1: 0.025000
Kernel 2: 93.481003
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.001076 1.000000 fi:0.126668. Ave ac:0.002899,0.003952
Initialization: 5.392000
Memcpy Classifiers: 0.494000
Memcpy Instances: 7.392000
Kernel 1: 0.023000
Kernel 2: 92.434998
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.000807 1.000000 fi:0.119279. Ave ac:0.002603,0.003791
Initialization: 5.435000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.413000
Kernel 1: 0.024000
Kernel 2: 91.553001
Copyback: 0.490000
Sum: 0.038000
It 13,Best ac:0.001076 1.000000 fi:0.129982. Ave ac:0.002181,0.003623
Initialization: 5.620000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.375000
Kernel 1: 0.024000
Kernel 2: 91.386002
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001076 1.000000 fi:0.126176. Ave ac:0.002579,0.004109
Initialization: 5.414000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.402000
Kernel 1: 0.023000
Kernel 2: 93.478996
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.000807 1.000000 fi:0.119777. Ave ac:0.002457,0.003285
Initialization: 5.390000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.378000
Kernel 1: 0.024000
Kernel 2: 89.740997
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.000807 1.000000 fi:0.126146. Ave ac:0.002038,0.003269
Initialization: 5.435000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.377000
Kernel 1: 0.024000
Kernel 2: 90.737000
Copyback: 0.018000
Sum: 0.034000
It 17,Best ac:0.001076 1.000000 fi:0.124707. Ave ac:0.001875,0.002874
Initialization: 7.240000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.820000
Kernel 1: 0.022000
Kernel 2: 92.005997
Copyback: 0.490000
Sum: 0.033000
It 18,Best ac:0.000807 1.000000 fi:0.118262. Ave ac:0.002246,0.003356
Initialization: 5.688000
Memcpy Classifiers: 0.483000
Memcpy Instances: 7.427000
Kernel 1: 0.023000
Kernel 2: 86.150002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.000807 1.000000 fi:0.119867. Ave ac:0.001719,0.003326
Initialization: 5.374000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.401000
Kernel 1: 0.024000
Kernel 2: 88.813004
Copyback: 0.019000
Sum: 0.042000
It 20,Best ac:0.001345 1.000000 fi:0.122771. Ave ac:0.001846,0.003055
Initialization: 6.911000
Memcpy Classifiers: 0.671000
Memcpy Instances: 10.659000
Kernel 1: 0.026000
Kernel 2: 87.204002
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.000807 1.000000 fi:0.122586. Ave ac:0.001898,0.003890
Initialization: 6.423000
Memcpy Classifiers: 0.482000
Memcpy Instances: 9.374000
Kernel 1: 0.025000
Kernel 2: 86.619003
Copyback: 0.500000
Sum: 0.057000
It 22,Best ac:0.000807 1.000000 fi:0.119896. Ave ac:0.001670,0.002726
Initialization: 7.154000
Memcpy Classifiers: 0.657000
Memcpy Instances: 10.514000
Kernel 1: 0.026000
Kernel 2: 85.890999
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.001615 1.000000 fi:0.119250. Ave ac:0.001565,0.002567
Initialization: 7.602000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.442000
Kernel 1: 0.033000
Kernel 2: 87.357002
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000807 1.000000 fi:0.123257. Ave ac:0.001268,0.002041
Initialization: 6.588000
Memcpy Classifiers: 0.590000
Memcpy Instances: 9.079000
Kernel 1: 0.023000
Kernel 2: 89.209000
Copyback: 0.017000
Sum: 0.040000
It 25,Best ac:0.000807 1.000000 fi:0.119896. Ave ac:0.001600,0.002668
Initialization: 6.379000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.339000
Kernel 1: 0.033000
Kernel 2: 88.411003
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.001076 1.000000 fi:0.120168. Ave ac:0.001749,0.002533
Initialization: 6.835000
Memcpy Classifiers: 0.664000
Memcpy Instances: 9.229000
Kernel 1: 0.024000
Kernel 2: 88.802002
Copyback: 0.492000
Sum: 0.035000
It 27,Best ac:0.001345 1.000000 fi:0.121151. Ave ac:0.001980,0.002923
MDL Theory Length Weight: 0.6191360895 (10)
Initialization: 7.083000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.498000
Kernel 1: 0.023000
Kernel 2: 90.158997
Copyback: 0.797000
Sum: 0.040000
It 28,Best ac:0.000807 1.000000 fi:0.121123. Ave ac:0.001646,0.001946
Initialization: 6.286000
Memcpy Classifiers: 0.693000
Memcpy Instances: 9.163000
Kernel 1: 0.032000
Kernel 2: 89.459999
Copyback: 0.700000
Sum: 0.044000
It 29,Best ac:0.001076 1.000000 fi:0.120019. Ave ac:0.001831,0.002654
Initialization: 5.853000
Memcpy Classifiers: 0.611000
Memcpy Instances: 8.136000
Kernel 1: 0.025000
Kernel 2: 88.329002
Copyback: 0.798000
Sum: 0.036000
It 30,Best ac:0.001076 1.000000 fi:0.117761. Ave ac:0.001623,0.002245
Initialization: 5.710000
Memcpy Classifiers: 1.168000
Memcpy Instances: 8.689000
Kernel 1: 0.023000
Kernel 2: 86.146004
Copyback: 0.800000
Sum: 0.041000
It 31,Best ac:0.002690 1.000000 fi:0.116869. Ave ac:0.001985,0.002642
Initialization: 6.938000
Memcpy Classifiers: 0.601000
Memcpy Instances: 8.888000
Kernel 1: 0.023000
Kernel 2: 85.662003
Copyback: 0.797000
Sum: 0.042000
It 32,Best ac:0.000807 1.000000 fi:0.117890. Ave ac:0.001118,0.001638
Initialization: 5.574000
Memcpy Classifiers: 0.405000
Memcpy Instances: 9.172000
Kernel 1: 0.024000
Kernel 2: 87.392998
Copyback: 0.454000
Sum: 0.036000
It 33,Best ac:0.001883 0.875000 fi:0.242699. Ave ac:0.001825,0.002489
Initialization: 32.078999
Memcpy Instances: 429.283997
Memcpy Classifiers: 0.096000
Kernel 1: 0.025000
Kernel 2: 589.171997
Copyback: 0.018000
Sum: 0.015000
Memcpy Classifiers: 0.111000
Kernel 1: 0.018000
Kernel 2: 588.309998
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.128000
Kernel 1: 0.024000
Kernel 2: 578.632996
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.092000
Kernel 1: 0.015000
Kernel 2: 575.901978
Copyback: 0.360000
Sum: 0.010000
Memcpy Classifiers: 0.113000
Kernel 1: 0.025000
Kernel 2: 564.164001
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 563.231018
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.092000
Kernel 1: 0.015000
Kernel 2: 577.346985
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.131000
Kernel 1: 0.025000
Kernel 2: 594.422974
Copyback: 0.803000
Sum: 0.008000
Memcpy Classifiers: 0.098000
Kernel 1: 0.024000
Kernel 2: 418.256012
Copyback: 0.398000
Sum: 0.002000
It 34,Best ac:0.000882 0.587814 fi:0.535668. Ave ac:0.001841,0.005649
Best acc 0.000882 0.587814
Rule:Att PSSM_-4_2 is [<-0.217803]|Att PSSM_-4_3 is [-5.900403,8.844956]|Att PSSM_-4_12 is [-5.820141,0.135884]|Att PSSM_-4_18 is [<-3.177540]|Att PSSM_-3_4 is [-6.065510,1.667568]|Att PSSM_-3_6 is [<-0.808021]|Att PSSM_-3_15 is [<8.922883]|Att PSSM_-2_18 is [<5.414459]|Att PSSM_-1_5 is [-2.023136,5.621774]|Att PSSM_0_12 is [<-2.372397]|Att PSSM_1_15 is [-5.319294,-0.680706]|Att PSSM_3_12 is [-5.811237,-1.766891]|Att PSSM_4_7 is [-6.693346,-1.306654]|1
Accuracy : 0.793154
0	1	
150565	13515	
35019	35539	
Removed 279 instances. 185584 Instances left. Acc of rule 0.000882-0.587814
Initialization: 5.641000
Memcpy Classifiers: 0.570000
Memcpy Instances: 7.422000
Kernel 1: 0.025000
Kernel 2: 118.063004
Copyback: 0.019000
Sum: 0.042000
Initial population average accuracy1:0.004818 accuracy2:0.179625
Initialization: 5.577000
Memcpy Classifiers: 0.606000
Memcpy Instances: 7.439000
Kernel 1: 0.023000
Kernel 2: 117.421997
Copyback: 0.019000
Sum: 0.055000
It 0,Best ac:0.000539 1.000000 fi:0.227849. Ave ac:0.005288,0.009383
Initialization: 5.533000
Memcpy Classifiers: 0.496000
Memcpy Instances: 7.404000
Kernel 1: 0.024000
Kernel 2: 116.603996
Copyback: 0.018000
Sum: 0.027000
It 1,Best ac:0.000808 1.000000 fi:0.099904. Ave ac:0.004776,0.008720
Initialization: 5.464000
Memcpy Classifiers: 0.477000
Memcpy Instances: 7.426000
Kernel 1: 0.023000
Kernel 2: 129.824997
Copyback: 0.480000
Sum: 0.031000
It 2,Best ac:0.000808 1.000000 fi:0.099904. Ave ac:0.004615,0.008129
Initialization: 5.599000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.400000
Kernel 1: 0.024000
Kernel 2: 109.529999
Copyback: 0.019000
Sum: 0.033000
It 3,Best ac:0.000539 1.000000 fi:0.226746. Ave ac:0.003745,0.006254
Initialization: 5.524000
Memcpy Classifiers: 0.460000
Memcpy Instances: 7.424000
Kernel 1: 0.023000
Kernel 2: 108.292999
Copyback: 0.019000
Sum: 0.034000
It 4,Best ac:0.001078 1.000000 fi:0.099760. Ave ac:0.004162,0.007459
Initialization: 5.538000
Memcpy Classifiers: 0.443000
Memcpy Instances: 7.405000
Kernel 1: 0.024000
Kernel 2: 109.683998
Copyback: 0.019000
Sum: 0.031000
It 5,Best ac:0.001347 1.000000 fi:0.099617. Ave ac:0.003921,0.007084
Initialization: 5.489000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.382000
Kernel 1: 0.024000
Kernel 2: 108.789001
Copyback: 0.632000
Sum: 0.032000
It 6,Best ac:0.000808 1.000000 fi:0.099904. Ave ac:0.003809,0.006150
Initialization: 5.787000
Memcpy Classifiers: 0.443000
Memcpy Instances: 7.387000
Kernel 1: 0.024000
Kernel 2: 124.367996
Copyback: 0.019000
Sum: 0.027000
It 7,Best ac:0.000539 1.000000 fi:0.227849. Ave ac:0.004038,0.007081
Initialization: 5.569000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.373000
Kernel 1: 0.024000
Kernel 2: 121.245003
Copyback: 0.019000
Sum: 0.029000
It 8,Best ac:0.000808 1.000000 fi:0.099904. Ave ac:0.003569,0.006474
Initialization: 5.515000
Memcpy Classifiers: 0.527000
Memcpy Instances: 7.400000
Kernel 1: 0.024000
Kernel 2: 103.486000
Copyback: 0.019000
Sum: 0.038000
It 9,Best ac:0.001347 1.000000 fi:0.099617. Ave ac:0.003354,0.006095
Iteration 10:MDL fitness activated
Error 0.099617 TL 0.030870
MDL Theory Length Weight: 1.0756622339 (5)
Initialization: 5.565000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.393000
Kernel 1: 0.023000
Kernel 2: 118.257004
Copyback: 0.019000
Sum: 0.029000
It 10,Best ac:0.001078 1.000000 fi:0.123403. Ave ac:0.003163,0.005848
Initialization: 5.548000
Memcpy Classifiers: 0.496000
Memcpy Instances: 7.384000
Kernel 1: 0.024000
Kernel 2: 117.227997
Copyback: 0.020000
Sum: 0.035000
It 11,Best ac:0.001347 1.000000 fi:0.141088. Ave ac:0.003355,0.005884
Initialization: 6.270000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.408000
Kernel 1: 0.024000
Kernel 2: 101.014000
Copyback: 0.019000
Sum: 0.033000
It 12,Best ac:0.000808 1.000000 fi:0.133527. Ave ac:0.002827,0.005365
Initialization: 5.591000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.394000
Kernel 1: 0.024000
Kernel 2: 98.536003
Copyback: 0.019000
Sum: 0.032000
It 13,Best ac:0.000808 1.000000 fi:0.136774. Ave ac:0.002197,0.003886
Initialization: 5.475000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.402000
Kernel 1: 0.024000
Kernel 2: 97.315002
Copyback: 0.099000
Sum: 0.029000
It 14,Best ac:0.001078 1.000000 fi:0.131968. Ave ac:0.002649,0.004559
Initialization: 5.819000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.577000
Kernel 1: 0.024000
Kernel 2: 77.158997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.001078 1.000000 fi:0.135958. Ave ac:0.002663,0.005513
Initialization: 5.461000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.375000
Kernel 1: 0.025000
Kernel 2: 78.474998
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.001347 1.000000 fi:0.132826. Ave ac:0.003338,0.006965
Initialization: 5.440000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.380000
Kernel 1: 0.025000
Kernel 2: 77.067001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001078 1.000000 fi:0.124383. Ave ac:0.003786,0.008405
Initialization: 5.455000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.401000
Kernel 1: 0.023000
Kernel 2: 89.598999
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.000808 1.000000 fi:0.123119. Ave ac:0.003102,0.006618
Initialization: 5.441000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.383000
Kernel 1: 0.024000
Kernel 2: 76.627998
Copyback: 0.016000
Sum: 0.030000
It 19,Best ac:0.000808 1.000000 fi:0.147807. Ave ac:0.002936,0.006808
Initialization: 5.508000
Memcpy Classifiers: 0.455000
Memcpy Instances: 7.376000
Kernel 1: 0.024000
Kernel 2: 90.649002
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.001347 1.000000 fi:0.134313. Ave ac:0.003113,0.006606
Initialization: 5.514000
Memcpy Classifiers: 0.402000
Memcpy Instances: 8.570000
Kernel 1: 0.033000
Kernel 2: 73.485001
Copyback: 0.018000
Sum: 0.036000
It 21,Best ac:0.000808 1.000000 fi:0.118734. Ave ac:0.003403,0.007817
Initialization: 6.551000
Memcpy Classifiers: 0.708000
Memcpy Instances: 10.573000
Kernel 1: 0.024000
Kernel 2: 89.643997
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.001347 1.000000 fi:0.131570. Ave ac:0.004744,0.009975
Initialization: 7.893000
Memcpy Classifiers: 0.491000
Memcpy Instances: 9.249000
Kernel 1: 0.022000
Kernel 2: 73.605003
Copyback: 0.018000
Sum: 0.039000
It 23,Best ac:0.001078 1.000000 fi:0.123402. Ave ac:0.004137,0.006494
Initialization: 5.809000
Memcpy Classifiers: 0.401000
Memcpy Instances: 7.429000
Kernel 1: 0.023000
Kernel 2: 74.067001
Copyback: 0.018000
Sum: 0.032000
It 24,Best ac:0.001885 1.000000 fi:0.122546. Ave ac:0.003262,0.006103
Initialization: 5.580000
Memcpy Classifiers: 0.491000
Memcpy Instances: 7.437000
Kernel 1: 0.022000
Kernel 2: 72.931000
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.000808 1.000000 fi:0.130613. Ave ac:0.002834,0.005821
Initialization: 5.485000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.831000
Kernel 1: 0.023000
Kernel 2: 87.258003
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.001078 1.000000 fi:0.120182. Ave ac:0.003146,0.006286
Initialization: 5.430000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.459000
Kernel 1: 0.023000
Kernel 2: 87.682999
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001078 1.000000 fi:0.140225. Ave ac:0.003235,0.007614
Initialization: 5.412000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.433000
Kernel 1: 0.024000
Kernel 2: 74.431999
Copyback: 0.020000
Sum: 0.038000
It 28,Best ac:0.001077 1.000000 fi:0.121970. Ave ac:0.003275,0.006276
Initialization: 5.481000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.394000
Kernel 1: 0.024000
Kernel 2: 89.191002
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.000808 1.000000 fi:0.131469. Ave ac:0.002704,0.005212
Initialization: 5.448000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.397000
Kernel 1: 0.023000
Kernel 2: 87.438004
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.000808 1.000000 fi:0.124187. Ave ac:0.002164,0.004216
MDL Theory Length Weight: 0.9680960105 (10)
Initialization: 5.507000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.439000
Kernel 1: 0.023000
Kernel 2: 86.297997
Copyback: 0.018000
Sum: 0.030000
It 31,Best ac:0.001616 1.000000 fi:0.115202. Ave ac:0.002483,0.004516
Initialization: 6.592000
Memcpy Classifiers: 0.595000
Memcpy Instances: 8.197000
Kernel 1: 0.022000
Kernel 2: 86.483002
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.002155 1.000000 fi:0.120412. Ave ac:0.002274,0.004707
Initialization: 7.139000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.416000
Kernel 1: 0.023000
Kernel 2: 72.162003
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.001347 1.000000 fi:0.116602. Ave ac:0.002138,0.005441
Initialization: 31.802999
Memcpy Instances: 425.102997
Memcpy Classifiers: 0.103000
Kernel 1: 0.025000
Kernel 2: 498.641998
Copyback: 0.015000
Sum: 0.019000
Memcpy Classifiers: 0.102000
Kernel 1: 0.015000
Kernel 2: 503.031006
Copyback: 0.785000
Sum: 0.009000
Memcpy Classifiers: 0.106000
Kernel 1: 0.021000
Kernel 2: 491.377991
Copyback: 0.894000
Sum: 0.007000
Memcpy Classifiers: 0.108000
Kernel 1: 0.019000
Kernel 2: 496.791992
Copyback: 0.886000
Sum: 0.009000
Memcpy Classifiers: 0.104000
Kernel 1: 0.019000
Kernel 2: 499.911011
Copyback: 0.447000
Sum: 0.003000
Memcpy Classifiers: 0.414000
Kernel 1: 0.015000
Kernel 2: 495.898010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.013000
Kernel 2: 501.890015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.101000
Kernel 1: 0.014000
Kernel 2: 498.446991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 258.395996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000706 0.524000 fi:0.607184. Ave ac:0.002833,0.011496
Best acc 0.000706 0.524000
Initialization: 5.368000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.417000
Kernel 1: 0.026000
Kernel 2: 108.447998
Copyback: 0.018000
Sum: 0.043000
Initial population average accuracy1:0.005082 accuracy2:0.183093
Initialization: 6.270000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.583000
Kernel 1: 0.024000
Kernel 2: 107.875000
Copyback: 0.018000
Sum: 0.060000
It 0,Best ac:0.000539 1.000000 fi:0.227849. Ave ac:0.004530,0.008502
Initialization: 6.229000
Memcpy Classifiers: 1.030000
Memcpy Instances: 8.017000
Kernel 1: 0.024000
Kernel 2: 108.095001
Copyback: 0.018000
Sum: 0.045000
It 1,Best ac:0.000539 1.000000 fi:0.226746. Ave ac:0.003952,0.006967
Initialization: 5.442000
Memcpy Classifiers: 0.593000
Memcpy Instances: 9.210000
Kernel 1: 0.033000
Kernel 2: 94.420998
Copyback: 0.018000
Sum: 0.039000
It 2,Best ac:0.000808 0.750000 fi:0.349904. Ave ac:0.003758,0.008017
Initialization: 5.390000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.383000
Kernel 1: 0.024000
Kernel 2: 93.492996
Copyback: 0.018000
Sum: 0.037000
It 3,Best ac:0.000808 1.000000 fi:0.099904. Ave ac:0.004505,0.009575
Initialization: 5.354000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.405000
Kernel 1: 0.025000
Kernel 2: 93.931000
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.001347 1.000000 fi:0.099618. Ave ac:0.003651,0.007570
Initialization: 5.369000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.379000
Kernel 1: 0.024000
Kernel 2: 109.007004
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.001616 1.000000 fi:0.099474. Ave ac:0.004132,0.006947
Initialization: 5.475000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.476000
Kernel 1: 0.024000
Kernel 2: 108.129997
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.000808 1.000000 fi:0.099904. Ave ac:0.003974,0.007421
Initialization: 5.454000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.365000
Kernel 1: 0.024000
Kernel 2: 110.702003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.001078 1.000000 fi:0.099761. Ave ac:0.004036,0.006017
Initialization: 5.986000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.465000
Kernel 1: 0.022000
Kernel 2: 107.482002
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.002425 1.000000 fi:0.099045. Ave ac:0.003060,0.005466
Initialization: 5.353000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.374000
Kernel 1: 0.024000
Kernel 2: 91.723000
Copyback: 0.016000
Sum: 0.028000
It 9,Best ac:0.000808 1.000000 fi:0.099904. Ave ac:0.002839,0.005136
Iteration 10:MDL fitness activated
Error 0.099904 TL 0.029428
MDL Theory Length Weight: 1.1316036079 (2)
Initialization: 5.430000
Memcpy Classifiers: 0.439000
Memcpy Instances: 7.496000
Kernel 1: 0.023000
Kernel 2: 106.051003
Copyback: 0.018000
Sum: 0.037000
It 10,Best ac:0.001347 1.000000 fi:0.125829. Ave ac:0.002858,0.004623
Initialization: 5.424000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.375000
Kernel 1: 0.024000
Kernel 2: 94.523003
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.000808 1.000000 fi:0.141076. Ave ac:0.002410,0.003660
Initialization: 5.445000
Memcpy Classifiers: 0.455000
Memcpy Instances: 7.467000
Kernel 1: 0.023000
Kernel 2: 92.936996
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000539 1.000000 fi:0.257105. Ave ac:0.002490,0.004649
Initialization: 5.402000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.370000
Kernel 1: 0.024000
Kernel 2: 89.983002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000808 1.000000 fi:0.124534. Ave ac:0.002441,0.004296
Initialization: 5.405000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.423000
Kernel 1: 0.024000
Kernel 2: 90.092003
Copyback: 0.018000
Sum: 0.039000
It 14,Best ac:0.001617 1.000000 fi:0.125046. Ave ac:0.002245,0.004334
Initialization: 6.589000
Memcpy Classifiers: 0.680000
Memcpy Instances: 7.857000
Kernel 1: 0.025000
Kernel 2: 91.334000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.000808 1.000000 fi:0.124534. Ave ac:0.002787,0.004074
Initialization: 5.353000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.382000
Kernel 1: 0.024000
Kernel 2: 93.642998
Copyback: 0.018000
Sum: 0.037000
It 16,Best ac:0.000808 1.000000 fi:0.132767. Ave ac:0.001739,0.002784
Initialization: 7.073000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.377000
Kernel 1: 0.025000
Kernel 2: 95.488998
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.000808 1.000000 fi:0.139709. Ave ac:0.002168,0.003105
Initialization: 5.612000
Memcpy Classifiers: 0.744000
Memcpy Instances: 10.235000
Kernel 1: 0.024000
Kernel 2: 93.806999
Copyback: 0.017000
Sum: 0.040000
It 18,Best ac:0.001078 1.000000 fi:0.120359. Ave ac:0.002179,0.002857
Initialization: 5.450000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.399000
Kernel 1: 0.024000
Kernel 2: 90.727997
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000808 1.000000 fi:0.141113. Ave ac:0.001712,0.002322
Initialization: 7.395000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.473000
Kernel 1: 0.035000
Kernel 2: 90.615997
Copyback: 0.018000
Sum: 0.033000
It 20,Best ac:0.001347 1.000000 fi:0.131269. Ave ac:0.001680,0.002453
Initialization: 5.601000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.373000
Kernel 1: 0.024000
Kernel 2: 90.181000
Copyback: 0.016000
Sum: 0.031000
It 21,Best ac:0.001347 1.000000 fi:0.129798. Ave ac:0.002899,0.005709
Initialization: 5.400000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.409000
Kernel 1: 0.023000
Kernel 2: 87.925003
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.000808 1.000000 fi:0.132250. Ave ac:0.001956,0.003058
Initialization: 5.360000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.393000
Kernel 1: 0.025000
Kernel 2: 101.775002
Copyback: 0.016000
Sum: 0.035000
It 23,Best ac:0.000808 1.000000 fi:0.135873. Ave ac:0.002235,0.002989
Initialization: 5.374000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.114000
Kernel 1: 0.034000
Kernel 2: 103.000000
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000808 1.000000 fi:0.122147. Ave ac:0.001487,0.002316
Initialization: 5.467000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.448000
Kernel 1: 0.024000
Kernel 2: 99.882004
Copyback: 0.018000
Sum: 0.037000
It 25,Best ac:0.001078 1.000000 fi:0.124371. Ave ac:0.001662,0.002389
Initialization: 6.852000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.828000
Kernel 1: 0.025000
Kernel 2: 86.978996
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.000808 1.000000 fi:0.136320. Ave ac:0.001386,0.001559
Initialization: 6.888000
Memcpy Classifiers: 0.747000
Memcpy Instances: 8.925000
Kernel 1: 0.024000
Kernel 2: 103.632004
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.001078 1.000000 fi:0.129942. Ave ac:0.001517,0.002846
MDL Theory Length Weight: 1.0184432471 (10)
Initialization: 5.461000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.591000
Kernel 1: 0.023000
Kernel 2: 88.271004
Copyback: 0.018000
Sum: 0.032000
It 28,Best ac:0.000808 1.000000 fi:0.131279. Ave ac:0.001708,0.002585
Initialization: 6.910000
Memcpy Classifiers: 0.400000
Memcpy Instances: 10.421000
Kernel 1: 0.026000
Kernel 2: 87.018997
Copyback: 0.018000
Sum: 0.040000
It 29,Best ac:0.000808 1.000000 fi:0.122546. Ave ac:0.002564,0.003161
Initialization: 7.158000
Memcpy Classifiers: 0.516000
Memcpy Instances: 10.310000
Kernel 1: 0.024000
Kernel 2: 97.857002
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.000808 1.000000 fi:0.119923. Ave ac:0.001650,0.002218
Initialization: 6.253000
Memcpy Classifiers: 0.364000
Memcpy Instances: 11.040000
Kernel 1: 0.022000
Kernel 2: 82.736000
Copyback: 0.365000
Sum: 0.056000
It 31,Best ac:0.000808 1.000000 fi:0.133714. Ave ac:0.001854,0.002861
Initialization: 5.506000
Memcpy Classifiers: 0.383000
Memcpy Instances: 7.735000
Kernel 1: 0.022000
Kernel 2: 84.174004
Copyback: 0.019000
Sum: 0.043000
It 32,Best ac:0.000808 1.000000 fi:0.130205. Ave ac:0.002016,0.003562
Initialization: 7.005000
Memcpy Classifiers: 0.490000
Memcpy Instances: 11.045000
Kernel 1: 0.026000
Kernel 2: 85.500999
Copyback: 0.019000
Sum: 0.032000
It 33,Best ac:0.000808 1.000000 fi:0.132679. Ave ac:0.002097,0.002935
Initialization: 35.112000
Memcpy Instances: 468.832001
Memcpy Classifiers: 0.106000
Kernel 1: 0.025000
Kernel 2: 575.127991
Copyback: 0.603000
Sum: 0.020000
Memcpy Classifiers: 0.132000
Kernel 1: 0.033000
Kernel 2: 589.151978
Copyback: 0.365000
Sum: 0.007000
Memcpy Classifiers: 0.123000
Kernel 1: 0.027000
Kernel 2: 578.598022
Copyback: 0.476000
Sum: 0.005000
Memcpy Classifiers: 0.099000
Kernel 1: 0.019000
Kernel 2: 592.469971
Copyback: 0.810000
Sum: 0.009000
Memcpy Classifiers: 0.086000
Kernel 1: 0.021000
Kernel 2: 572.625000
Copyback: 0.887000
Sum: 0.009000
Memcpy Classifiers: 0.478000
Kernel 1: 0.022000
Kernel 2: 578.354980
Copyback: 0.806000
Sum: 0.007000
Memcpy Classifiers: 0.084000
Kernel 1: 0.020000
Kernel 2: 581.979004
Copyback: 0.903000
Sum: 0.003000
Memcpy Classifiers: 0.084000
Kernel 1: 0.015000
Kernel 2: 574.966003
Copyback: 0.880000
Sum: 0.006000
Memcpy Classifiers: 0.067000
Kernel 1: 0.018000
Kernel 2: 289.233002
Copyback: 0.899000
Sum: 0.002000
It 34,Best ac:0.000921 0.575758 fi:0.552572. Ave ac:0.002001,0.006606
Best acc 0.000921 0.575758
Rule:Att PSSM_-4_1 is [>-5.522463]|Att PSSM_-4_5 is [<5.939352]|Att PSSM_-4_7 is [<2.005207]|Att PSSM_-2_18 is [>-2.190133]|Att PSSM_-1_9 is [<5.521616]|Att PSSM_0_5 is [-2.688514,4.955267]|Att PSSM_0_6 is [<-2.878283]|Att PSSM_1_7 is [-6.196382,0.196382]|Att PSSM_1_15 is [<-0.856704]|Att PSSM_2_10 is [-2.083197,4.735918]|Att PSSM_2_12 is [<-1.342747]|1
Accuracy : 0.793345
0	1	
150439	13641	
34848	35710	
Removed 297 instances. 185287 Instances left. Acc of rule 0.000921-0.575758
Initialization: 7.045000
Memcpy Classifiers: 0.589000
Memcpy Instances: 10.748000
Kernel 1: 0.026000
Kernel 2: 114.806000
Copyback: 0.021000
Sum: 0.045000
Initial population average accuracy1:0.005457 accuracy2:0.185483
Initialization: 6.315000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.312000
Kernel 1: 0.023000
Kernel 2: 114.424004
Copyback: 0.020000
Sum: 0.051000
It 0,Best ac:0.000809 0.750000 fi:0.349902. Ave ac:0.006021,0.010122
Initialization: 7.607000
Memcpy Classifiers: 0.967000
Memcpy Instances: 7.895000
Kernel 1: 0.023000
Kernel 2: 114.944000
Copyback: 0.020000
Sum: 0.033000
It 1,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.004791,0.007487
Initialization: 5.494000
Memcpy Classifiers: 0.479000
Memcpy Instances: 9.969000
Kernel 1: 0.026000
Kernel 2: 115.867996
Copyback: 0.020000
Sum: 0.042000
It 2,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.005936,0.010629
Initialization: 5.559000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.747000
Kernel 1: 0.023000
Kernel 2: 112.894997
Copyback: 0.019000
Sum: 0.030000
It 3,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.004687,0.007966
Initialization: 6.561000
Memcpy Classifiers: 0.625000
Memcpy Instances: 8.257000
Kernel 1: 0.025000
Kernel 2: 112.536003
Copyback: 0.020000
Sum: 0.036000
It 4,Best ac:0.000810 1.000000 fi:0.099902. Ave ac:0.004825,0.008484
Initialization: 7.815000
Memcpy Classifiers: 0.823000
Memcpy Instances: 10.672000
Kernel 1: 0.027000
Kernel 2: 108.736000
Copyback: 0.019000
Sum: 0.034000
It 5,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.003882,0.007337
Initialization: 6.948000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.445000
Kernel 1: 0.023000
Kernel 2: 107.171997
Copyback: 0.019000
Sum: 0.036000
It 6,Best ac:0.000809 1.000000 fi:0.099902. Ave ac:0.004594,0.008782
Initialization: 6.324000
Memcpy Classifiers: 0.817000
Memcpy Instances: 11.109000
Kernel 1: 0.024000
Kernel 2: 107.573997
Copyback: 0.020000
Sum: 0.035000
It 7,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.004392,0.008094
Initialization: 6.036000
Memcpy Classifiers: 0.479000
Memcpy Instances: 9.403000
Kernel 1: 0.023000
Kernel 2: 107.382004
Copyback: 0.019000
Sum: 0.034000
It 8,Best ac:0.000810 0.750000 fi:0.349902. Ave ac:0.003253,0.006707
Initialization: 6.082000
Memcpy Classifiers: 0.498000
Memcpy Instances: 11.657000
Kernel 1: 0.026000
Kernel 2: 108.710999
Copyback: 0.588000
Sum: 0.042000
It 9,Best ac:0.001080 1.000000 fi:0.099758. Ave ac:0.003768,0.007660
Iteration 10:MDL fitness activated
Error 0.099758 TL 0.040208
MDL Theory Length Weight: 0.8270216682 (1)
Initialization: 5.727000
Memcpy Classifiers: 0.501000
Memcpy Instances: 10.116000
Kernel 1: 0.033000
Kernel 2: 108.915001
Copyback: 0.086000
Sum: 0.028000
It 10,Best ac:0.000809 1.000000 fi:0.132364. Ave ac:0.004072,0.009314
Initialization: 6.001000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.426000
Kernel 1: 0.023000
Kernel 2: 87.228996
Copyback: 0.022000
Sum: 0.041000
It 11,Best ac:0.000809 1.000000 fi:0.135282. Ave ac:0.003390,0.008401
Initialization: 7.387000
Memcpy Classifiers: 1.038000
Memcpy Instances: 10.205000
Kernel 1: 0.026000
Kernel 2: 85.748001
Copyback: 0.813000
Sum: 0.046000
It 12,Best ac:0.001079 1.000000 fi:0.125233. Ave ac:0.002638,0.005450
Initialization: 6.697000
Memcpy Classifiers: 0.732000
Memcpy Instances: 8.523000
Kernel 1: 0.023000
Kernel 2: 85.813004
Copyback: 0.902000
Sum: 0.034000
It 13,Best ac:0.001619 1.000000 fi:0.118401. Ave ac:0.003269,0.007809
Initialization: 6.210000
Memcpy Classifiers: 0.706000
Memcpy Instances: 8.242000
Kernel 1: 0.024000
Kernel 2: 84.991997
Copyback: 0.908000
Sum: 0.038000
It 14,Best ac:0.000809 1.000000 fi:0.128216. Ave ac:0.003439,0.007724
Initialization: 5.874000
Memcpy Classifiers: 0.802000
Memcpy Instances: 8.063000
Kernel 1: 0.032000
Kernel 2: 84.371002
Copyback: 0.895000
Sum: 0.033000
It 15,Best ac:0.001350 1.000000 fi:0.130520. Ave ac:0.003266,0.007230
Initialization: 5.636000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.605000
Kernel 1: 0.023000
Kernel 2: 84.197998
Copyback: 0.814000
Sum: 0.029000
It 16,Best ac:0.001350 1.000000 fi:0.121502. Ave ac:0.003482,0.008178
Initialization: 6.035000
Memcpy Classifiers: 0.616000
Memcpy Instances: 9.212000
Kernel 1: 0.022000
Kernel 2: 85.712997
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.000809 1.000000 fi:0.114236. Ave ac:0.003192,0.007790
Initialization: 6.582000
Memcpy Classifiers: 0.809000
Memcpy Instances: 11.585000
Kernel 1: 0.022000
Kernel 2: 83.792999
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000809 1.000000 fi:0.131065. Ave ac:0.002686,0.005951
Initialization: 5.417000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.434000
Kernel 1: 0.023000
Kernel 2: 84.290001
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.000809 1.000000 fi:0.131359. Ave ac:0.002205,0.004824
Initialization: 5.564000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.417000
Kernel 1: 0.024000
Kernel 2: 83.477997
Copyback: 0.016000
Sum: 0.031000
It 20,Best ac:0.001079 1.000000 fi:0.124328. Ave ac:0.002892,0.005903
Initialization: 7.604000
Memcpy Classifiers: 0.540000
Memcpy Instances: 10.485000
Kernel 1: 0.027000
Kernel 2: 83.704002
Copyback: 0.019000
Sum: 0.038000
It 21,Best ac:0.001079 1.000000 fi:0.120516. Ave ac:0.003729,0.007092
Initialization: 6.544000
Memcpy Classifiers: 0.566000
Memcpy Instances: 10.563000
Kernel 1: 0.027000
Kernel 2: 83.933998
Copyback: 0.018000
Sum: 0.032000
It 22,Best ac:0.000809 1.000000 fi:0.120424. Ave ac:0.003099,0.005926
Initialization: 5.937000
Memcpy Classifiers: 0.715000
Memcpy Instances: 11.624000
Kernel 1: 0.027000
Kernel 2: 84.445999
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000809 1.000000 fi:0.118177. Ave ac:0.002555,0.004387
Initialization: 6.533000
Memcpy Classifiers: 0.574000
Memcpy Instances: 9.372000
Kernel 1: 0.023000
Kernel 2: 84.026001
Copyback: 0.018000
Sum: 0.031000
It 24,Best ac:0.001349 1.000000 fi:0.120037. Ave ac:0.002138,0.004042
Initialization: 6.812000
Memcpy Classifiers: 0.531000
Memcpy Instances: 7.930000
Kernel 1: 0.023000
Kernel 2: 85.785004
Copyback: 0.018000
Sum: 0.039000
It 25,Best ac:0.001079 1.000000 fi:0.128340. Ave ac:0.002357,0.004655
Initialization: 5.527000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.435000
Kernel 1: 0.023000
Kernel 2: 86.231003
Copyback: 0.018000
Sum: 0.027000
It 26,Best ac:0.001349 1.000000 fi:0.126271. Ave ac:0.002546,0.004129
MDL Theory Length Weight: 0.7443195013 (10)
Initialization: 5.527000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.396000
Kernel 1: 0.024000
Kernel 2: 90.095001
Copyback: 0.820000
Sum: 0.040000
It 27,Best ac:0.001349 1.000000 fi:0.122341. Ave ac:0.001992,0.003444
Initialization: 5.612000
Memcpy Classifiers: 0.516000
Memcpy Instances: 7.454000
Kernel 1: 0.023000
Kernel 2: 87.931000
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000810 1.000000 fi:0.119759. Ave ac:0.002489,0.004806
Initialization: 6.617000
Memcpy Classifiers: 0.925000
Memcpy Instances: 9.968000
Kernel 1: 0.023000
Kernel 2: 88.264999
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.001079 1.000000 fi:0.119559. Ave ac:0.001930,0.003718
Initialization: 6.026000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.404000
Kernel 1: 0.024000
Kernel 2: 84.849998
Copyback: 0.019000
Sum: 0.040000
It 30,Best ac:0.000809 1.000000 fi:0.111031. Ave ac:0.002345,0.005001
Initialization: 5.940000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.566000
Kernel 1: 0.024000
Kernel 2: 82.625999
Copyback: 0.365000
Sum: 0.038000
It 31,Best ac:0.001079 1.000000 fi:0.121312. Ave ac:0.002196,0.005089
Initialization: 6.714000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.464000
Kernel 1: 0.032000
Kernel 2: 90.102997
Copyback: 0.016000
Sum: 0.028000
It 32,Best ac:0.000810 1.000000 fi:0.120670. Ave ac:0.001740,0.003360
Initialization: 6.582000
Memcpy Classifiers: 0.628000
Memcpy Instances: 10.568000
Kernel 1: 0.027000
Kernel 2: 85.570999
Copyback: 0.019000
Sum: 0.044000
It 33,Best ac:0.000809 1.000000 fi:0.116941. Ave ac:0.002290,0.004590
Initialization: 33.500000
Memcpy Instances: 426.648010
Memcpy Classifiers: 0.093000
Kernel 1: 0.026000
Kernel 2: 619.271973
Copyback: 0.017000
Sum: 0.019000
Memcpy Classifiers: 0.128000
Kernel 1: 0.023000
Kernel 2: 590.192993
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.090000
Kernel 1: 0.014000
Kernel 2: 627.456970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.014000
Kernel 2: 606.802979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.014000
Kernel 2: 608.104004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 607.745972
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 566.075989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.015000
Kernel 2: 607.330017
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 314.213989
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000631 0.562500 fi:0.556179. Ave ac:0.002521,0.007924
Best acc 0.000631 0.562500
Initialization: 5.558000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.367000
Kernel 1: 0.025000
Kernel 2: 92.047997
Copyback: 0.017000
Sum: 0.039000
Initial population average accuracy1:0.005210 accuracy2:0.181173
Initialization: 6.122000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.193000
Kernel 1: 0.023000
Kernel 2: 92.367996
Copyback: 0.018000
Sum: 0.056000
It 0,Best ac:0.000809 1.000000 fi:0.099902. Ave ac:0.006018,0.010285
Initialization: 5.340000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.380000
Kernel 1: 0.024000
Kernel 2: 91.013000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.000810 1.000000 fi:0.099902. Ave ac:0.005309,0.009823
Initialization: 5.321000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.382000
Kernel 1: 0.024000
Kernel 2: 89.607002
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.004827,0.009015
Initialization: 7.217000
Memcpy Classifiers: 0.838000
Memcpy Instances: 7.676000
Kernel 1: 0.024000
Kernel 2: 89.462997
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.001079 1.000000 fi:0.099758. Ave ac:0.004852,0.007690
Initialization: 5.396000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.637000
Kernel 1: 0.024000
Kernel 2: 85.619003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.004845,0.009134
Initialization: 5.334000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.380000
Kernel 1: 0.023000
Kernel 2: 85.244003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.000809 1.000000 fi:0.099902. Ave ac:0.003828,0.007081
Initialization: 5.395000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.349000
Kernel 1: 0.024000
Kernel 2: 83.102997
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.004093,0.008522
Initialization: 5.357000
Memcpy Classifiers: 0.511000
Memcpy Instances: 7.368000
Kernel 1: 0.024000
Kernel 2: 83.136002
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.000540 1.000000 fi:0.223417. Ave ac:0.003392,0.007621
Initialization: 5.383000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.365000
Kernel 1: 0.024000
Kernel 2: 83.070999
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.000810 1.000000 fi:0.099902. Ave ac:0.002703,0.005803
Initialization: 5.349000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.364000
Kernel 1: 0.025000
Kernel 2: 83.057999
Copyback: 0.017000
Sum: 0.025000
It 9,Best ac:0.001349 1.000000 fi:0.099614. Ave ac:0.003139,0.006980
Iteration 10:MDL fitness activated
Error 0.099614 TL 0.029174
MDL Theory Length Weight: 1.1381425728 (1)
Initialization: 5.353000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.384000
Kernel 1: 0.024000
Kernel 2: 82.209000
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.000809 1.000000 fi:0.133106. Ave ac:0.003427,0.009774
Initialization: 5.329000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.358000
Kernel 1: 0.025000
Kernel 2: 83.902000
Copyback: 0.016000
Sum: 0.026000
It 11,Best ac:0.000809 1.000000 fi:0.150891. Ave ac:0.002677,0.005915
Initialization: 5.357000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.381000
Kernel 1: 0.023000
Kernel 2: 82.392998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.000809 1.000000 fi:0.134623. Ave ac:0.002641,0.005170
Initialization: 5.411000
Memcpy Classifiers: 0.510000
Memcpy Instances: 11.748000
Kernel 1: 0.027000
Kernel 2: 82.237000
Copyback: 0.016000
Sum: 0.029000
It 13,Best ac:0.001079 1.000000 fi:0.125884. Ave ac:0.002554,0.004726
Initialization: 5.344000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.376000
Kernel 1: 0.025000
Kernel 2: 81.308998
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.001079 1.000000 fi:0.143987. Ave ac:0.002796,0.005385
Initialization: 5.313000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.368000
Kernel 1: 0.023000
Kernel 2: 81.863998
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001349 1.000000 fi:0.122583. Ave ac:0.002690,0.006021
Initialization: 5.342000
Memcpy Classifiers: 0.421000
Memcpy Instances: 7.368000
Kernel 1: 0.024000
Kernel 2: 80.839996
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.000809 1.000000 fi:0.131208. Ave ac:0.003143,0.008432
Initialization: 5.276000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.362000
Kernel 1: 0.024000
Kernel 2: 79.073997
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.001079 1.000000 fi:0.130656. Ave ac:0.003151,0.006437
Initialization: 5.336000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.374000
Kernel 1: 0.025000
Kernel 2: 79.273003
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001080 1.000000 fi:0.138922. Ave ac:0.003240,0.006532
Initialization: 5.327000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.361000
Kernel 1: 0.025000
Kernel 2: 78.302002
Copyback: 0.019000
Sum: 0.037000
It 19,Best ac:0.000809 1.000000 fi:0.140726. Ave ac:0.002616,0.006698
Initialization: 5.420000
Memcpy Classifiers: 0.413000
Memcpy Instances: 7.351000
Kernel 1: 0.023000
Kernel 2: 78.641998
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.000810 1.000000 fi:0.129255. Ave ac:0.002734,0.006759
Initialization: 5.993000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.382000
Kernel 1: 0.024000
Kernel 2: 77.461998
Copyback: 0.016000
Sum: 0.027000
It 21,Best ac:0.000809 1.000000 fi:0.132975. Ave ac:0.002793,0.005788
Initialization: 5.435000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.021000
Kernel 1: 0.023000
Kernel 2: 77.430000
Copyback: 0.018000
Sum: 0.029000
It 22,Best ac:0.000810 1.000000 fi:0.134786. Ave ac:0.003116,0.006221
Initialization: 6.778000
Memcpy Classifiers: 0.544000
Memcpy Instances: 8.197000
Kernel 1: 0.033000
Kernel 2: 74.865997
Copyback: 0.016000
Sum: 0.026000
It 23,Best ac:0.001349 1.000000 fi:0.126968. Ave ac:0.002106,0.003901
Initialization: 6.609000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.489000
Kernel 1: 0.024000
Kernel 2: 75.129997
Copyback: 0.018000
Sum: 0.038000
It 24,Best ac:0.001080 1.000000 fi:0.135972. Ave ac:0.001873,0.003612
MDL Theory Length Weight: 1.0243283155 (10)
Initialization: 5.616000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.135000
Kernel 1: 0.023000
Kernel 2: 74.166000
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.001079 1.000000 fi:0.107140. Ave ac:0.002277,0.004887
Initialization: 5.367000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.356000
Kernel 1: 0.024000
Kernel 2: 75.574997
Copyback: 0.016000
Sum: 0.028000
It 26,Best ac:0.001079 1.000000 fi:0.120430. Ave ac:0.003238,0.009747
Initialization: 5.298000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.381000
Kernel 1: 0.025000
Kernel 2: 74.970001
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.000810 1.000000 fi:0.127021. Ave ac:0.003503,0.009490
Initialization: 5.417000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.390000
Kernel 1: 0.025000
Kernel 2: 75.517998
Copyback: 0.016000
Sum: 0.027000
It 28,Best ac:0.001079 1.000000 fi:0.125995. Ave ac:0.003799,0.010715
Initialization: 5.441000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.592000
Kernel 1: 0.025000
Kernel 2: 74.495003
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.000810 1.000000 fi:0.133174. Ave ac:0.003413,0.010923
Initialization: 5.355000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.379000
Kernel 1: 0.024000
Kernel 2: 74.611000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.001079 1.000000 fi:0.115692. Ave ac:0.003694,0.010142
Initialization: 5.375000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.366000
Kernel 1: 0.024000
Kernel 2: 73.278999
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.001079 1.000000 fi:0.143840. Ave ac:0.003731,0.011071
Initialization: 5.408000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.356000
Kernel 1: 0.024000
Kernel 2: 72.346001
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.000809 1.000000 fi:0.120621. Ave ac:0.003722,0.007572
Initialization: 5.258000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.359000
Kernel 1: 0.023000
Kernel 2: 72.166000
Copyback: 0.018000
Sum: 0.034000
It 33,Best ac:0.001080 1.000000 fi:0.128723. Ave ac:0.002707,0.005089
Initialization: 31.445000
Memcpy Instances: 408.877991
Memcpy Classifiers: 0.096000
Kernel 1: 0.025000
Kernel 2: 537.989990
Copyback: 0.022000
Sum: 0.018000
Memcpy Classifiers: 0.137000
Kernel 1: 0.023000
Kernel 2: 545.044983
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.014000
Kernel 2: 530.895020
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.134000
Kernel 1: 0.023000
Kernel 2: 516.528992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 524.544006
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.095000
Kernel 1: 0.015000
Kernel 2: 535.033020
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.014000
Kernel 2: 534.156006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 527.416016
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 266.153015
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000648 0.510638 fi:0.610022. Ave ac:0.002326,0.007377
Best acc 0.000648 0.510638
Rule:Att PSSM_-4_14 is [-3.110071,3.110071]|Att PSSM_-1_14 is [<3.637352]|Att PSSM_0_7 is [-4.492958,-3.732627]|Att PSSM_2_8 is [<3.687216]|Att PSSM_3_12 is [-4.887580,-1.112420]|Att PSSM_3_14 is [-1.233049,7.233049]|Att PSSM_4_8 is [-6.378304,2.627898]|Att PSSM_4_10 is [0.869201,5.130799]|1
Accuracy : 0.793456
0	1	
150348	13732	
34731	35827	
Removed 208 instances. 185079 Instances left. Acc of rule 0.000631-0.562500
Initialization: 6.818000
Memcpy Classifiers: 0.623000
Memcpy Instances: 7.371000
Kernel 1: 0.026000
Kernel 2: 115.168999
Copyback: 0.019000
Sum: 0.043000
Initial population average accuracy1:0.005384 accuracy2:0.181610
Initialization: 5.545000
Memcpy Classifiers: 0.569000
Memcpy Instances: 7.359000
Kernel 1: 0.023000
Kernel 2: 115.820000
Copyback: 0.020000
Sum: 0.056000
It 0,Best ac:0.001081 0.666667 fi:0.433089. Ave ac:0.005340,0.010129
Initialization: 5.549000
Memcpy Classifiers: 0.533000
Memcpy Instances: 10.493000
Kernel 1: 0.026000
Kernel 2: 114.421997
Copyback: 0.019000
Sum: 0.029000
It 1,Best ac:0.000540 1.000000 fi:0.220060. Ave ac:0.005699,0.011137
Initialization: 5.692000
Memcpy Classifiers: 0.551000
Memcpy Instances: 10.454000
Kernel 1: 0.023000
Kernel 2: 110.788002
Copyback: 0.020000
Sum: 0.032000
It 2,Best ac:0.000810 0.600000 fi:0.499901. Ave ac:0.004654,0.008862
Initialization: 5.637000
Memcpy Classifiers: 0.497000
Memcpy Instances: 7.369000
Kernel 1: 0.024000
Kernel 2: 110.695999
Copyback: 0.018000
Sum: 0.025000
It 3,Best ac:0.000540 1.000000 fi:0.220060. Ave ac:0.004705,0.007969
Initialization: 6.197000
Memcpy Classifiers: 0.850000
Memcpy Instances: 8.940000
Kernel 1: 0.023000
Kernel 2: 108.170998
Copyback: 0.019000
Sum: 0.034000
It 4,Best ac:0.000540 1.000000 fi:0.221183. Ave ac:0.004292,0.007527
Initialization: 7.276000
Memcpy Classifiers: 0.496000
Memcpy Instances: 7.434000
Kernel 1: 0.024000
Kernel 2: 108.581001
Copyback: 0.020000
Sum: 0.036000
It 5,Best ac:0.000540 1.000000 fi:0.221183. Ave ac:0.004844,0.009520
Initialization: 6.353000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.281000
Kernel 1: 0.033000
Kernel 2: 108.652000
Copyback: 0.019000
Sum: 0.033000
It 6,Best ac:0.000811 1.000000 fi:0.099900. Ave ac:0.004560,0.008733
Initialization: 6.134000
Memcpy Classifiers: 0.497000
Memcpy Instances: 7.356000
Kernel 1: 0.024000
Kernel 2: 109.962997
Copyback: 0.019000
Sum: 0.038000
It 7,Best ac:0.001080 1.000000 fi:0.099756. Ave ac:0.004174,0.009346
Initialization: 5.529000
Memcpy Classifiers: 0.785000
Memcpy Instances: 10.344000
Kernel 1: 0.033000
Kernel 2: 108.750999
Copyback: 0.480000
Sum: 0.029000
It 8,Best ac:0.000810 1.000000 fi:0.099901. Ave ac:0.003855,0.007929
Initialization: 6.177000
Memcpy Classifiers: 0.461000
Memcpy Instances: 9.936000
Kernel 1: 0.028000
Kernel 2: 107.196999
Copyback: 0.019000
Sum: 0.036000
It 9,Best ac:0.000810 1.000000 fi:0.099901. Ave ac:0.002838,0.005215
Iteration 10:MDL fitness activated
Error 0.099901 TL 0.033813
MDL Theory Length Weight: 0.9848254287 (3)
Initialization: 6.565000
Memcpy Classifiers: 0.624000
Memcpy Instances: 10.520000
Kernel 1: 0.027000
Kernel 2: 109.046997
Copyback: 0.019000
Sum: 0.029000
It 10,Best ac:0.000540 1.000000 fi:0.256075. Ave ac:0.002581,0.006118
Initialization: 5.843000
Memcpy Classifiers: 0.461000
Memcpy Instances: 10.817000
Kernel 1: 0.024000
Kernel 2: 111.408997
Copyback: 0.098000
Sum: 0.030000
It 11,Best ac:0.001081 1.000000 fi:0.132571. Ave ac:0.002532,0.004112
Initialization: 5.294000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.728000
Kernel 1: 0.031000
Kernel 2: 89.568001
Copyback: 0.018000
Sum: 0.041000
It 12,Best ac:0.000811 1.000000 fi:0.139016. Ave ac:0.002413,0.004531
Initialization: 6.911000
Memcpy Classifiers: 0.450000
Memcpy Instances: 12.258000
Kernel 1: 0.027000
Kernel 2: 89.482002
Copyback: 0.018000
Sum: 0.041000
It 13,Best ac:0.000810 1.000000 fi:0.141747. Ave ac:0.002206,0.003700
Initialization: 6.751000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.356000
Kernel 1: 0.024000
Kernel 2: 89.682999
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001351 1.000000 fi:0.133526. Ave ac:0.002304,0.005034
Initialization: 5.433000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.987000
Kernel 1: 0.037000
Kernel 2: 90.428001
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.000540 1.000000 fi:0.251279. Ave ac:0.001883,0.002821
Initialization: 5.774000
Memcpy Classifiers: 0.417000
Memcpy Instances: 10.988000
Kernel 1: 0.026000
Kernel 2: 88.135002
Copyback: 0.018000
Sum: 0.038000
It 16,Best ac:0.001080 1.000000 fi:0.143760. Ave ac:0.001761,0.003023
Initialization: 6.596000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.856000
Kernel 1: 0.023000
Kernel 2: 89.522003
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001080 1.000000 fi:0.130854. Ave ac:0.002555,0.004285
Initialization: 5.399000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.351000
Kernel 1: 0.024000
Kernel 2: 92.177002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001080 1.000000 fi:0.120642. Ave ac:0.002255,0.003870
Initialization: 6.369000
Memcpy Classifiers: 0.572000
Memcpy Instances: 7.477000
Kernel 1: 0.024000
Kernel 2: 86.976997
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000811 1.000000 fi:0.124401. Ave ac:0.002737,0.006760
Initialization: 6.605000
Memcpy Classifiers: 0.427000
Memcpy Instances: 9.736000
Kernel 1: 0.024000
Kernel 2: 88.570000
Copyback: 0.016000
Sum: 0.030000
It 20,Best ac:0.001080 1.000000 fi:0.131035. Ave ac:0.002580,0.005416
Initialization: 6.401000
Memcpy Classifiers: 0.564000
Memcpy Instances: 8.771000
Kernel 1: 0.034000
Kernel 2: 84.889999
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.001080 1.000000 fi:0.125495. Ave ac:0.002435,0.004248
Initialization: 6.129000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.175000
Kernel 1: 0.026000
Kernel 2: 85.039001
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.000810 1.000000 fi:0.126977. Ave ac:0.002234,0.004058
Initialization: 6.256000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.423000
Kernel 1: 0.034000
Kernel 2: 85.237999
Copyback: 0.016000
Sum: 0.027000
It 23,Best ac:0.001351 1.000000 fi:0.127911. Ave ac:0.001869,0.003015
Initialization: 6.457000
Memcpy Classifiers: 0.680000
Memcpy Instances: 7.624000
Kernel 1: 0.024000
Kernel 2: 87.241997
Copyback: 0.018000
Sum: 0.038000
It 24,Best ac:0.000540 1.000000 fi:0.249325. Ave ac:0.002385,0.003803
Initialization: 6.551000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.452000
Kernel 1: 0.034000
Kernel 2: 84.787003
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000810 1.000000 fi:0.120786. Ave ac:0.001767,0.003209
Initialization: 5.432000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.349000
Kernel 1: 0.024000
Kernel 2: 83.189003
Copyback: 0.018000
Sum: 0.048000
It 26,Best ac:0.000811 1.000000 fi:0.121516. Ave ac:0.002056,0.005152
Initialization: 5.368000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.365000
Kernel 1: 0.025000
Kernel 2: 82.720001
Copyback: 0.016000
Sum: 0.025000
It 27,Best ac:0.000811 1.000000 fi:0.127645. Ave ac:0.002734,0.004938
MDL Theory Length Weight: 0.8863428858 (10)
Initialization: 5.422000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.658000
Kernel 1: 0.034000
Kernel 2: 79.614998
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.000811 1.000000 fi:0.119354. Ave ac:0.002246,0.004290
Initialization: 6.618000
Memcpy Classifiers: 0.367000
Memcpy Instances: 7.364000
Kernel 1: 0.024000
Kernel 2: 78.596001
Copyback: 0.018000
Sum: 0.036000
It 29,Best ac:0.000811 1.000000 fi:0.133311. Ave ac:0.001805,0.003604
Initialization: 5.430000
Memcpy Classifiers: 0.388000
Memcpy Instances: 9.277000
Kernel 1: 0.023000
Kernel 2: 78.074997
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.000810 1.000000 fi:0.117446. Ave ac:0.002033,0.005139
Initialization: 6.340000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.385000
Kernel 1: 0.025000
Kernel 2: 78.639999
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.001081 1.000000 fi:0.117397. Ave ac:0.002590,0.004630
Initialization: 5.394000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.362000
Kernel 1: 0.024000
Kernel 2: 78.308998
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.001080 1.000000 fi:0.118724. Ave ac:0.002165,0.003940
Initialization: 5.436000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.762000
Kernel 1: 0.024000
Kernel 2: 76.222000
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.000810 1.000000 fi:0.121835. Ave ac:0.001986,0.004029
Initialization: 29.327000
Memcpy Instances: 411.562012
Memcpy Classifiers: 0.080000
Kernel 1: 0.024000
Kernel 2: 582.710999
Copyback: 0.021000
Sum: 0.015000
Memcpy Classifiers: 0.082000
Kernel 1: 0.019000
Kernel 2: 568.375000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 558.815979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 579.388000
Copyback: 0.979000
Sum: 0.008000
Memcpy Classifiers: 0.084000
Kernel 1: 0.021000
Kernel 2: 561.935974
Copyback: 0.400000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 553.536987
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 573.445984
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 567.627991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 281.257996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000967 0.573718 fi:0.543740. Ave ac:0.003473,0.012239
Best acc 0.000967 0.573718
Initialization: 5.368000
Memcpy Classifiers: 0.538000
Memcpy Instances: 7.350000
Kernel 1: 0.025000
Kernel 2: 90.066002
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.004466 accuracy2:0.176617
Initialization: 5.355000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.360000
Kernel 1: 0.025000
Kernel 2: 90.505997
Copyback: 0.016000
Sum: 0.048000
It 0,Best ac:0.000811 1.000000 fi:0.099900. Ave ac:0.004535,0.009264
Initialization: 5.341000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.351000
Kernel 1: 0.025000
Kernel 2: 90.724998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.001621 0.600000 fi:0.499467. Ave ac:0.004166,0.008218
Initialization: 5.326000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.346000
Kernel 1: 0.024000
Kernel 2: 87.867996
Copyback: 0.018000
Sum: 0.029000
It 2,Best ac:0.000810 1.000000 fi:0.099901. Ave ac:0.003682,0.006634
Initialization: 5.345000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.374000
Kernel 1: 0.025000
Kernel 2: 88.710999
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.000540 1.000000 fi:0.220060. Ave ac:0.003325,0.005944
Initialization: 6.061000
Memcpy Classifiers: 0.887000
Memcpy Instances: 9.332000
Kernel 1: 0.024000
Kernel 2: 87.035004
Copyback: 0.018000
Sum: 0.028000
It 4,Best ac:0.001080 1.000000 fi:0.099756. Ave ac:0.003082,0.006144
Initialization: 5.348000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.351000
Kernel 1: 0.024000
Kernel 2: 88.939003
Copyback: 0.016000
Sum: 0.030000
It 5,Best ac:0.001351 1.000000 fi:0.099612. Ave ac:0.003645,0.006767
Initialization: 6.829000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.341000
Kernel 1: 0.024000
Kernel 2: 87.484001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.001891 1.000000 fi:0.099322. Ave ac:0.003096,0.004879
Initialization: 5.380000
Memcpy Classifiers: 0.509000
Memcpy Instances: 10.088000
Kernel 1: 0.023000
Kernel 2: 85.510002
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.001080 1.000000 fi:0.099756. Ave ac:0.003336,0.005851
Initialization: 5.351000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.359000
Kernel 1: 0.024000
Kernel 2: 85.420998
Copyback: 0.016000
Sum: 0.027000
It 8,Best ac:0.000540 1.000000 fi:0.221183. Ave ac:0.002334,0.003869
Initialization: 5.315000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.353000
Kernel 1: 0.024000
Kernel 2: 85.232002
Copyback: 0.018000
Sum: 0.036000
It 9,Best ac:0.001621 1.000000 fi:0.099467. Ave ac:0.002232,0.004330
Iteration 10:MDL fitness activated
Error 0.099467 TL 0.038423
MDL Theory Length Weight: 0.8629105714 (4)
Initialization: 6.582000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.361000
Kernel 1: 0.023000
Kernel 2: 83.621002
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.001351 1.000000 fi:0.127940. Ave ac:0.001699,0.002684
Initialization: 5.325000
Memcpy Classifiers: 0.462000
Memcpy Instances: 7.352000
Kernel 1: 0.024000
Kernel 2: 84.775002
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.001081 1.000000 fi:0.129049. Ave ac:0.001951,0.003394
Initialization: 5.332000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.391000
Kernel 1: 0.023000
Kernel 2: 82.674004
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.001891 1.000000 fi:0.125848. Ave ac:0.001728,0.002778
Initialization: 5.329000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.371000
Kernel 1: 0.023000
Kernel 2: 80.722000
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.000810 1.000000 fi:0.126385. Ave ac:0.001898,0.002909
Initialization: 5.321000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.368000
Kernel 1: 0.024000
Kernel 2: 80.580002
Copyback: 0.017000
Sum: 0.038000
It 14,Best ac:0.000810 1.000000 fi:0.125821. Ave ac:0.002023,0.003753
Initialization: 5.529000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.363000
Kernel 1: 0.023000
Kernel 2: 82.629997
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.001621 1.000000 fi:0.122392. Ave ac:0.001957,0.003148
Initialization: 6.772000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.342000
Kernel 1: 0.024000
Kernel 2: 84.541000
Copyback: 0.016000
Sum: 0.028000
It 16,Best ac:0.001351 1.000000 fi:0.126495. Ave ac:0.002014,0.002685
Initialization: 5.294000
Memcpy Classifiers: 0.432000
Memcpy Instances: 9.874000
Kernel 1: 0.024000
Kernel 2: 82.523003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000810 1.000000 fi:0.127092. Ave ac:0.002293,0.003332
Initialization: 5.331000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.376000
Kernel 1: 0.023000
Kernel 2: 78.737000
Copyback: 0.018000
Sum: 0.039000
It 18,Best ac:0.000810 1.000000 fi:0.126761. Ave ac:0.001677,0.002480
Initialization: 5.316000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.339000
Kernel 1: 0.024000
Kernel 2: 80.331001
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000810 1.000000 fi:0.121447. Ave ac:0.001972,0.003194
Initialization: 5.342000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.370000
Kernel 1: 0.024000
Kernel 2: 79.749001
Copyback: 0.016000
Sum: 0.030000
It 20,Best ac:0.000810 1.000000 fi:0.127707. Ave ac:0.001633,0.003435
Initialization: 5.420000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.364000
Kernel 1: 0.023000
Kernel 2: 82.980003
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.001351 1.000000 fi:0.122724. Ave ac:0.001901,0.002425
Initialization: 5.333000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.350000
Kernel 1: 0.024000
Kernel 2: 80.130997
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.000810 1.000000 fi:0.126905. Ave ac:0.001558,0.001950
Initialization: 5.337000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.359000
Kernel 1: 0.024000
Kernel 2: 80.125000
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.002432 1.000000 fi:0.123623. Ave ac:0.001644,0.002286
Initialization: 5.363000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.347000
Kernel 1: 0.023000
Kernel 2: 79.193001
Copyback: 0.016000
Sum: 0.029000
It 24,Best ac:0.000811 1.000000 fi:0.121486. Ave ac:0.001034,0.001999
Initialization: 7.294000
Memcpy Classifiers: 0.467000
Memcpy Instances: 10.767000
Kernel 1: 0.024000
Kernel 2: 81.865997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000810 1.000000 fi:0.124537. Ave ac:0.001790,0.002938
Initialization: 5.977000
Memcpy Classifiers: 0.397000
Memcpy Instances: 11.621000
Kernel 1: 0.022000
Kernel 2: 81.004997
Copyback: 0.018000
Sum: 0.034000
It 26,Best ac:0.001080 1.000000 fi:0.126908. Ave ac:0.001724,0.002419
Initialization: 5.342000
Memcpy Classifiers: 0.378000
Memcpy Instances: 10.244000
Kernel 1: 0.023000
Kernel 2: 80.060997
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.001081 1.000000 fi:0.124609. Ave ac:0.001878,0.002784
Initialization: 6.283000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.665000
Kernel 1: 0.023000
Kernel 2: 79.014000
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.001081 1.000000 fi:0.116935. Ave ac:0.001408,0.002162
Initialization: 5.868000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.359000
Kernel 1: 0.024000
Kernel 2: 79.405998
Copyback: 0.018000
Sum: 0.038000
It 29,Best ac:0.001081 1.000000 fi:0.120419. Ave ac:0.001978,0.002987
Initialization: 5.861000
Memcpy Classifiers: 0.694000
Memcpy Instances: 8.759000
Kernel 1: 0.023000
Kernel 2: 78.792000
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.001621 1.000000 fi:0.125539. Ave ac:0.002191,0.003474
Initialization: 5.359000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.360000
Kernel 1: 0.025000
Kernel 2: 78.856003
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.001351 1.000000 fi:0.115659. Ave ac:0.002099,0.002963
Initialization: 5.368000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.372000
Kernel 1: 0.025000
Kernel 2: 76.353996
Copyback: 0.016000
Sum: 0.031000
It 32,Best ac:0.001080 1.000000 fi:0.121302. Ave ac:0.001403,0.002377
Initialization: 6.130000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.801000
Kernel 1: 0.024000
Kernel 2: 76.209999
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.000810 1.000000 fi:0.123240. Ave ac:0.001508,0.002703
Initialization: 35.699001
Memcpy Instances: 449.808990
Memcpy Classifiers: 0.084000
Kernel 1: 0.025000
Kernel 2: 546.366028
Copyback: 0.015000
Sum: 0.020000
Memcpy Classifiers: 0.118000
Kernel 1: 0.018000
Kernel 2: 550.437012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.015000
Kernel 2: 543.328003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 546.710999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.031000
Kernel 2: 544.254028
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.016000
Kernel 2: 546.531982
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.023000
Kernel 2: 552.742981
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 537.562012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.086000
Kernel 1: 0.022000
Kernel 2: 276.765991
Copyback: 0.016000
Sum: 0.002000
It 34,Best ac:0.000881 0.556314 fi:0.564212. Ave ac:0.002064,0.006760
Best acc 0.000881 0.556314
Rule:Att PSSM_-1_7 is [<0.861948]|Att PSSM_0_12 is [-6.392541,-3.576000]|Att PSSM_0_15 is [<2.208520]|Att PSSM_1_18 is [>-4.680343]|Att PSSM_2_19 is [-1.901615,7.637119]|Att PSSM_3_10 is [-2.790675,3.025636]|Att PSSM_4_12 is [-5.842930,-0.755199]|1
Accuracy : 0.793652
0	1	
150215	13865	
34552	36006	
Removed 312 instances. 184767 Instances left. Acc of rule 0.000967-0.573718
Initialization: 7.702000
Memcpy Classifiers: 1.021000
Memcpy Instances: 7.471000
Kernel 1: 0.025000
Kernel 2: 113.629997
Copyback: 0.019000
Sum: 0.050000
Initial population average accuracy1:0.004606 accuracy2:0.183255
Initialization: 5.851000
Memcpy Classifiers: 0.515000
Memcpy Instances: 9.475000
Kernel 1: 0.024000
Kernel 2: 112.161003
Copyback: 0.019000
Sum: 0.063000
It 0,Best ac:0.000541 1.000000 fi:0.216674. Ave ac:0.004964,0.008910
Initialization: 6.472000
Memcpy Classifiers: 0.882000
Memcpy Instances: 9.109000
Kernel 1: 0.025000
Kernel 2: 112.640999
Copyback: 0.019000
Sum: 0.031000
It 1,Best ac:0.000541 1.000000 fi:0.216674. Ave ac:0.003873,0.006552
Initialization: 5.525000
Memcpy Classifiers: 0.497000
Memcpy Instances: 7.793000
Kernel 1: 0.024000
Kernel 2: 109.983002
Copyback: 0.019000
Sum: 0.034000
It 2,Best ac:0.002436 0.750000 fi:0.349027. Ave ac:0.003760,0.006881
Initialization: 5.914000
Memcpy Classifiers: 0.928000
Memcpy Instances: 11.107000
Kernel 1: 0.033000
Kernel 2: 109.988998
Copyback: 0.019000
Sum: 0.025000
It 3,Best ac:0.000812 1.000000 fi:0.099898. Ave ac:0.002955,0.005573
Initialization: 5.792000
Memcpy Classifiers: 0.543000
Memcpy Instances: 10.681000
Kernel 1: 0.023000
Kernel 2: 108.874001
Copyback: 0.019000
Sum: 0.028000
It 4,Best ac:0.000541 1.000000 fi:0.216674. Ave ac:0.003053,0.005094
Initialization: 6.842000
Memcpy Classifiers: 0.497000
Memcpy Instances: 9.591000
Kernel 1: 0.029000
Kernel 2: 107.926003
Copyback: 0.020000
Sum: 0.032000
It 5,Best ac:0.001083 1.000000 fi:0.099753. Ave ac:0.003651,0.005809
Initialization: 5.677000
Memcpy Classifiers: 0.478000
Memcpy Instances: 8.619000
Kernel 1: 0.034000
Kernel 2: 106.672997
Copyback: 0.019000
Sum: 0.030000
It 6,Best ac:0.000812 1.000000 fi:0.099898. Ave ac:0.003326,0.005418
Initialization: 5.500000
Memcpy Classifiers: 0.587000
Memcpy Instances: 10.583000
Kernel 1: 0.023000
Kernel 2: 104.787003
Copyback: 0.020000
Sum: 0.038000
It 7,Best ac:0.001082 1.000000 fi:0.099753. Ave ac:0.003189,0.005424
Initialization: 5.481000
Memcpy Classifiers: 0.478000
Memcpy Instances: 7.355000
Kernel 1: 0.024000
Kernel 2: 106.139000
Copyback: 0.019000
Sum: 0.028000
It 8,Best ac:0.000812 1.000000 fi:0.099898. Ave ac:0.003545,0.008846
Initialization: 5.526000
Memcpy Classifiers: 0.460000
Memcpy Instances: 7.337000
Kernel 1: 0.025000
Kernel 2: 105.396004
Copyback: 0.019000
Sum: 0.027000
It 9,Best ac:0.000812 1.000000 fi:0.099898. Ave ac:0.002504,0.004499
Iteration 10:MDL fitness activated
Error 0.099898 TL 0.031003
MDL Theory Length Weight: 1.0740746466 (5)
Initialization: 5.499000
Memcpy Classifiers: 0.460000
Memcpy Instances: 7.390000
Kernel 1: 0.024000
Kernel 2: 104.315002
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.001083 1.000000 fi:0.131886. Ave ac:0.002481,0.005929
Initialization: 5.496000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.358000
Kernel 1: 0.024000
Kernel 2: 101.024002
Copyback: 0.019000
Sum: 0.031000
It 11,Best ac:0.001082 1.000000 fi:0.133847. Ave ac:0.002786,0.004774
Initialization: 5.457000
Memcpy Classifiers: 0.480000
Memcpy Instances: 7.354000
Kernel 1: 0.025000
Kernel 2: 99.666000
Copyback: 0.102000
Sum: 0.032000
It 12,Best ac:0.000812 1.000000 fi:0.133913. Ave ac:0.003049,0.005662
Initialization: 6.117000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.373000
Kernel 1: 0.024000
Kernel 2: 79.848999
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.001353 1.000000 fi:0.130411. Ave ac:0.003791,0.006410
Initialization: 5.416000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.344000
Kernel 1: 0.024000
Kernel 2: 79.958000
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.000812 1.000000 fi:0.132485. Ave ac:0.003743,0.006377
Initialization: 5.388000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.357000
Kernel 1: 0.023000
Kernel 2: 83.415001
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.000812 1.000000 fi:0.144472. Ave ac:0.003492,0.007059
Initialization: 5.448000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.333000
Kernel 1: 0.026000
Kernel 2: 80.313004
Copyback: 0.018000
Sum: 0.034000
It 16,Best ac:0.000812 1.000000 fi:0.134382. Ave ac:0.003727,0.008270
Initialization: 5.400000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.341000
Kernel 1: 0.024000
Kernel 2: 80.308998
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.000812 1.000000 fi:0.128113. Ave ac:0.002771,0.005122
Initialization: 6.327000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.708000
Kernel 1: 0.034000
Kernel 2: 81.528999
Copyback: 0.016000
Sum: 0.028000
It 18,Best ac:0.001083 1.000000 fi:0.131880. Ave ac:0.002903,0.005944
Initialization: 5.375000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.339000
Kernel 1: 0.024000
Kernel 2: 82.290001
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.000812 1.000000 fi:0.121266. Ave ac:0.002981,0.005173
Initialization: 5.498000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.410000
Kernel 1: 0.022000
Kernel 2: 80.031998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000812 1.000000 fi:0.139935. Ave ac:0.002929,0.006360
Initialization: 5.474000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.571000
Kernel 1: 0.023000
Kernel 2: 81.161003
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.001353 1.000000 fi:0.123307. Ave ac:0.003011,0.006040
Initialization: 7.004000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.343000
Kernel 1: 0.023000
Kernel 2: 79.724998
Copyback: 0.016000
Sum: 0.028000
It 22,Best ac:0.000812 1.000000 fi:0.123726. Ave ac:0.002833,0.005145
Initialization: 5.436000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.360000
Kernel 1: 0.024000
Kernel 2: 78.473000
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.001083 1.000000 fi:0.126827. Ave ac:0.003034,0.005626
Initialization: 6.684000
Memcpy Classifiers: 0.713000
Memcpy Instances: 8.011000
Kernel 1: 0.023000
Kernel 2: 78.056999
Copyback: 0.018000
Sum: 0.040000
It 24,Best ac:0.000812 1.000000 fi:0.127709. Ave ac:0.002032,0.003284
Initialization: 5.400000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.324000
Kernel 1: 0.023000
Kernel 2: 77.960999
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.000812 1.000000 fi:0.121510. Ave ac:0.002121,0.004958
Initialization: 6.368000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.377000
Kernel 1: 0.023000
Kernel 2: 80.130997
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.001083 1.000000 fi:0.125047. Ave ac:0.002097,0.004796
Initialization: 6.112000
Memcpy Classifiers: 0.681000
Memcpy Instances: 9.612000
Kernel 1: 0.023000
Kernel 2: 80.391998
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.000812 1.000000 fi:0.126389. Ave ac:0.002569,0.005174
Initialization: 6.171000
Memcpy Classifiers: 0.427000
Memcpy Instances: 9.112000
Kernel 1: 0.032000
Kernel 2: 78.239998
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000812 1.000000 fi:0.124507. Ave ac:0.002756,0.005677
MDL Theory Length Weight: 0.9666671819 (10)
Initialization: 6.658000
Memcpy Classifiers: 0.615000
Memcpy Instances: 9.082000
Kernel 1: 0.023000
Kernel 2: 75.099998
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.000812 1.000000 fi:0.118578. Ave ac:0.002346,0.005860
Initialization: 5.360000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.370000
Kernel 1: 0.022000
Kernel 2: 73.624001
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.000812 1.000000 fi:0.118291. Ave ac:0.002206,0.003737
Initialization: 5.361000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.444000
Kernel 1: 0.031000
Kernel 2: 74.862000
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.001083 1.000000 fi:0.122478. Ave ac:0.002565,0.005553
Initialization: 5.370000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.395000
Kernel 1: 0.023000
Kernel 2: 76.358002
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.000812 1.000000 fi:0.119618. Ave ac:0.002443,0.006016
Initialization: 5.454000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.362000
Kernel 1: 0.024000
Kernel 2: 76.830002
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.001082 1.000000 fi:0.125029. Ave ac:0.003058,0.008289
Initialization: 34.438999
Memcpy Instances: 371.635010
Memcpy Classifiers: 0.092000
Kernel 1: 0.027000
Kernel 2: 545.882019
Copyback: 0.368000
Sum: 0.017000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 545.129028
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 563.961975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 523.232971
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 549.320007
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.127000
Kernel 1: 0.021000
Kernel 2: 543.614990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.012000
Kernel 2: 527.737000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.089000
Kernel 1: 0.013000
Kernel 2: 544.005005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 262.803986
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.001088 0.526178 fi:0.598848. Ave ac:0.003342,0.012159
Best acc 0.001088 0.526178
Initialization: 5.389000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.354000
Kernel 1: 0.024000
Kernel 2: 91.457001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004607 accuracy2:0.181739
Initialization: 5.337000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.398000
Kernel 1: 0.023000
Kernel 2: 92.466003
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.000812 0.750000 fi:0.349899. Ave ac:0.004529,0.009466
Initialization: 5.325000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.352000
Kernel 1: 0.023000
Kernel 2: 91.820000
Copyback: 0.016000
Sum: 0.026000
It 1,Best ac:0.000541 1.000000 fi:0.216674. Ave ac:0.004773,0.010361
Initialization: 5.344000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.345000
Kernel 1: 0.024000
Kernel 2: 89.597000
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.000541 1.000000 fi:0.216674. Ave ac:0.004161,0.009903
Initialization: 5.339000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.347000
Kernel 1: 0.024000
Kernel 2: 87.369003
Copyback: 0.017000
Sum: 0.025000
It 3,Best ac:0.000541 1.000000 fi:0.216674. Ave ac:0.003306,0.006976
Initialization: 5.765000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.349000
Kernel 1: 0.023000
Kernel 2: 87.764999
Copyback: 0.016000
Sum: 0.026000
It 4,Best ac:0.001083 1.000000 fi:0.099753. Ave ac:0.002935,0.005556
Initialization: 5.617000
Memcpy Classifiers: 0.503000
Memcpy Instances: 9.364000
Kernel 1: 0.023000
Kernel 2: 87.008003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.000541 1.000000 fi:0.217806. Ave ac:0.002404,0.004725
Initialization: 5.324000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.370000
Kernel 1: 0.023000
Kernel 2: 87.538002
Copyback: 0.016000
Sum: 0.029000
It 6,Best ac:0.001083 1.000000 fi:0.099753. Ave ac:0.002756,0.005792
Initialization: 5.384000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.345000
Kernel 1: 0.021000
Kernel 2: 86.307999
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.002436 0.900000 fi:0.199027. Ave ac:0.002834,0.005408
Initialization: 5.322000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.368000
Kernel 1: 0.023000
Kernel 2: 83.192001
Copyback: 0.016000
Sum: 0.028000
It 8,Best ac:0.001082 1.000000 fi:0.099753. Ave ac:0.002811,0.005565
Initialization: 5.368000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.328000
Kernel 1: 0.023000
Kernel 2: 85.309998
Copyback: 0.020000
Sum: 0.041000
It 9,Best ac:0.000541 1.000000 fi:0.216674. Ave ac:0.002822,0.006070
Iteration 10:MDL fitness activated
Error 0.216674 TL 0.036582
MDL Theory Length Weight: 1.9742998970 (6)
Initialization: 5.405000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.328000
Kernel 1: 0.023000
Kernel 2: 86.303001
Copyback: 0.018000
Sum: 0.028000
It 10,Best ac:0.000812 1.000000 fi:0.161172. Ave ac:0.002729,0.004782
Initialization: 5.298000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.329000
Kernel 1: 0.024000
Kernel 2: 86.810997
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.000812 1.000000 fi:0.169478. Ave ac:0.003308,0.005635
Initialization: 5.328000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.386000
Kernel 1: 0.023000
Kernel 2: 86.212997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.000812 1.000000 fi:0.165505. Ave ac:0.002913,0.005294
Initialization: 5.339000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.345000
Kernel 1: 0.023000
Kernel 2: 84.359001
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.000541 1.000000 fi:0.283860. Ave ac:0.002968,0.005656
Initialization: 5.386000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.344000
Kernel 1: 0.022000
Kernel 2: 83.957001
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.001624 0.857143 fi:0.323192. Ave ac:0.003135,0.005379
Initialization: 5.344000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.344000
Kernel 1: 0.023000
Kernel 2: 84.512001
Copyback: 0.369000
Sum: 0.025000
It 15,Best ac:0.000812 1.000000 fi:0.177406. Ave ac:0.003011,0.004331
Initialization: 7.036000
Memcpy Classifiers: 0.694000
Memcpy Instances: 9.764000
Kernel 1: 0.023000
Kernel 2: 81.205002
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.001083 1.000000 fi:0.193921. Ave ac:0.003142,0.006378
Initialization: 5.383000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.384000
Kernel 1: 0.023000
Kernel 2: 82.177002
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.001623 1.000000 fi:0.157196. Ave ac:0.003094,0.005177
Initialization: 5.289000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.363000
Kernel 1: 0.024000
Kernel 2: 80.867996
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.001894 1.000000 fi:0.203167. Ave ac:0.001839,0.003366
Initialization: 5.383000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.331000
Kernel 1: 0.024000
Kernel 2: 79.611000
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.000812 1.000000 fi:0.178247. Ave ac:0.001939,0.003501
Initialization: 5.392000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.401000
Kernel 1: 0.023000
Kernel 2: 80.282997
Copyback: 0.016000
Sum: 0.026000
It 20,Best ac:0.000812 1.000000 fi:0.175157. Ave ac:0.001967,0.003052
Initialization: 5.486000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.344000
Kernel 1: 0.023000
Kernel 2: 78.430000
Copyback: 0.018000
Sum: 0.037000
It 21,Best ac:0.000812 1.000000 fi:0.163077. Ave ac:0.002196,0.003613
Initialization: 5.699000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.910000
Kernel 1: 0.023000
Kernel 2: 79.485001
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.000812 1.000000 fi:0.178753. Ave ac:0.002276,0.004225
Initialization: 6.211000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.282000
Kernel 1: 0.025000
Kernel 2: 81.952003
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.000812 1.000000 fi:0.160608. Ave ac:0.002685,0.004805
Initialization: 7.899000
Memcpy Classifiers: 0.504000
Memcpy Instances: 9.700000
Kernel 1: 0.026000
Kernel 2: 81.195999
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.001083 1.000000 fi:0.160157. Ave ac:0.002192,0.003943
Initialization: 5.368000
Memcpy Classifiers: 0.486000
Memcpy Instances: 10.122000
Kernel 1: 0.028000
Kernel 2: 79.797997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.000812 1.000000 fi:0.174432. Ave ac:0.001755,0.004100
Initialization: 5.776000
Memcpy Classifiers: 0.775000
Memcpy Instances: 9.893000
Kernel 1: 0.023000
Kernel 2: 83.031998
Copyback: 0.019000
Sum: 0.043000
It 26,Best ac:0.001083 1.000000 fi:0.168473. Ave ac:0.002179,0.004528
MDL Theory Length Weight: 1.7768699073 (10)
Initialization: 6.023000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.451000
Kernel 1: 0.023000
Kernel 2: 84.435997
Copyback: 0.018000
Sum: 0.037000
It 27,Best ac:0.000812 1.000000 fi:0.160711. Ave ac:0.001449,0.002469
Initialization: 6.181000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.748000
Kernel 1: 0.024000
Kernel 2: 81.970001
Copyback: 0.018000
Sum: 0.045000
It 28,Best ac:0.000812 1.000000 fi:0.164640. Ave ac:0.001773,0.002708
Initialization: 5.347000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.863000
Kernel 1: 0.032000
Kernel 2: 81.621002
Copyback: 0.016000
Sum: 0.028000
It 29,Best ac:0.001624 1.000000 fi:0.163176. Ave ac:0.002029,0.003074
Initialization: 7.565000
Memcpy Classifiers: 0.825000
Memcpy Instances: 9.365000
Kernel 1: 0.023000
Kernel 2: 83.595001
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.001624 1.000000 fi:0.157273. Ave ac:0.001624,0.002370
Initialization: 6.121000
Memcpy Classifiers: 0.680000
Memcpy Instances: 10.472000
Kernel 1: 0.026000
Kernel 2: 85.370003
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.000812 1.000000 fi:0.151325. Ave ac:0.001855,0.002179
Initialization: 7.068000
Memcpy Classifiers: 0.596000
Memcpy Instances: 7.407000
Kernel 1: 0.022000
Kernel 2: 84.334000
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.001353 1.000000 fi:0.150237. Ave ac:0.001764,0.002383
Initialization: 5.414000
Memcpy Classifiers: 0.450000
Memcpy Instances: 10.525000
Kernel 1: 0.026000
Kernel 2: 83.941002
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.001083 1.000000 fi:0.156991. Ave ac:0.001755,0.002349
Initialization: 30.910000
Memcpy Instances: 444.669006
Memcpy Classifiers: 0.100000
Kernel 1: 0.024000
Kernel 2: 578.450012
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.099000
Kernel 1: 0.014000
Kernel 2: 602.289978
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.142000
Kernel 1: 0.022000
Kernel 2: 576.778992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.098000
Kernel 1: 0.014000
Kernel 2: 575.533020
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.115000
Kernel 1: 0.021000
Kernel 2: 586.979980
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.098000
Kernel 1: 0.012000
Kernel 2: 568.591980
Copyback: 0.019000
Sum: 0.002000
Memcpy Classifiers: 0.120000
Kernel 1: 0.017000
Kernel 2: 572.487000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.098000
Kernel 1: 0.014000
Kernel 2: 591.067993
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.104000
Kernel 1: 0.021000
Kernel 2: 305.667999
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000996 0.573209 fi:0.577220. Ave ac:0.001309,0.003740
Best acc 0.000996 0.573209
Rule:Att PSSM_-2_4 is [-6.419895,0.285075]|Att PSSM_-2_5 is [-2.563993,8.904799]|Att PSSM_-2_8 is [<6.747010]|Att PSSM_-1_8 is [<4.974437]|Att PSSM_-1_12 is [-5.646731,-0.353268]|Att PSSM_0_7 is [-6.870161,-1.129839]|Att PSSM_0_9 is [<1.746865]|Att PSSM_0_14 is [-2.618889,2.608486]|Att PSSM_1_12 is [<-2.532025]|Att PSSM_2_2 is [<-2.685845]|1
Accuracy : 0.793853
0	1	
150078	14002	
34368	36190	
Removed 321 instances. 184446 Instances left. Acc of rule 0.000996-0.573209
Initialization: 7.036000
Memcpy Classifiers: 0.497000
Memcpy Instances: 9.806000
Kernel 1: 0.033000
Kernel 2: 115.366997
Copyback: 0.019000
Sum: 0.038000
Initial population average accuracy1:0.005589 accuracy2:0.188792
Initialization: 5.975000
Memcpy Classifiers: 0.818000
Memcpy Instances: 11.215000
Kernel 1: 0.025000
Kernel 2: 111.277000
Copyback: 0.020000
Sum: 0.042000
It 0,Best ac:0.000813 1.000000 fi:0.099896. Ave ac:0.005223,0.008354
Initialization: 5.848000
Memcpy Classifiers: 0.818000
Memcpy Instances: 8.820000
Kernel 1: 0.023000
Kernel 2: 111.907997
Copyback: 0.019000
Sum: 0.029000
It 1,Best ac:0.000542 1.000000 fi:0.212113. Ave ac:0.004241,0.007097
Initialization: 5.950000
Memcpy Classifiers: 0.496000
Memcpy Instances: 10.277000
Kernel 1: 0.027000
Kernel 2: 114.566002
Copyback: 0.020000
Sum: 0.039000
It 2,Best ac:0.000542 1.000000 fi:0.213259. Ave ac:0.004595,0.008535
Initialization: 5.507000
Memcpy Classifiers: 0.498000
Memcpy Instances: 7.328000
Kernel 1: 0.022000
Kernel 2: 116.158997
Copyback: 0.019000
Sum: 0.037000
It 3,Best ac:0.003253 0.631579 fi:0.467086. Ave ac:0.003631,0.005784
Initialization: 5.578000
Memcpy Classifiers: 0.533000
Memcpy Instances: 9.348000
Kernel 1: 0.023000
Kernel 2: 118.564003
Copyback: 0.020000
Sum: 0.038000
It 4,Best ac:0.001356 1.000000 fi:0.099603. Ave ac:0.003530,0.005695
Initialization: 7.445000
Memcpy Classifiers: 0.786000
Memcpy Instances: 10.457000
Kernel 1: 0.027000
Kernel 2: 118.017998
Copyback: 0.019000
Sum: 0.030000
It 5,Best ac:0.000813 1.000000 fi:0.099896. Ave ac:0.002735,0.004304
Initialization: 6.202000
Memcpy Classifiers: 0.550000
Memcpy Instances: 8.538000
Kernel 1: 0.023000
Kernel 2: 117.680000
Copyback: 0.019000
Sum: 0.037000
It 6,Best ac:0.000542 1.000000 fi:0.212113. Ave ac:0.002563,0.004195
Initialization: 7.060000
Memcpy Classifiers: 0.946000
Memcpy Instances: 8.158000
Kernel 1: 0.024000
Kernel 2: 117.952003
Copyback: 0.020000
Sum: 0.025000
It 7,Best ac:0.000813 1.000000 fi:0.099896. Ave ac:0.002813,0.004036
Initialization: 5.522000
Memcpy Classifiers: 0.533000
Memcpy Instances: 7.541000
Kernel 1: 0.023000
Kernel 2: 116.021004
Copyback: 0.019000
Sum: 0.027000
It 8,Best ac:0.000813 1.000000 fi:0.099896. Ave ac:0.001924,0.003045
Initialization: 5.431000
Memcpy Classifiers: 0.533000
Memcpy Instances: 8.039000
Kernel 1: 0.023000
Kernel 2: 120.133003
Copyback: 0.019000
Sum: 0.035000
It 9,Best ac:0.001084 1.000000 fi:0.099749. Ave ac:0.002112,0.003140
Iteration 10:MDL fitness activated
Error 0.099749 TL 0.054475
MDL Theory Length Weight: 0.6103656450 (6)
Initialization: 5.868000
Memcpy Classifiers: 0.585000
Memcpy Instances: 11.149000
Kernel 1: 0.026000
Kernel 2: 115.532997
Copyback: 0.019000
Sum: 0.031000
It 10,Best ac:0.001084 1.000000 fi:0.118125. Ave ac:0.001989,0.003510
Initialization: 7.177000
Memcpy Classifiers: 0.551000
Memcpy Instances: 7.501000
Kernel 1: 0.031000
Kernel 2: 117.116997
Copyback: 0.099000
Sum: 0.030000
It 11,Best ac:0.000813 1.000000 fi:0.126808. Ave ac:0.001983,0.003255
Initialization: 5.994000
Memcpy Classifiers: 0.556000
Memcpy Instances: 8.079000
Kernel 1: 0.032000
Kernel 2: 91.537003
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.001356 1.000000 fi:0.122709. Ave ac:0.001983,0.004302
Initialization: 5.404000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.417000
Kernel 1: 0.024000
Kernel 2: 94.648003
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.000542 1.000000 fi:0.246048. Ave ac:0.002017,0.003640
Initialization: 5.414000
Memcpy Classifiers: 0.487000
Memcpy Instances: 10.569000
Kernel 1: 0.023000
Kernel 2: 95.683998
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.000813 1.000000 fi:0.130736. Ave ac:0.002280,0.004357
Initialization: 8.086000
Memcpy Classifiers: 0.542000
Memcpy Instances: 10.777000
Kernel 1: 0.023000
Kernel 2: 93.989998
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001084 1.000000 fi:0.124036. Ave ac:0.002329,0.004328
Initialization: 6.040000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.608000
Kernel 1: 0.024000
Kernel 2: 94.078003
Copyback: 0.020000
Sum: 0.028000
It 16,Best ac:0.001084 1.000000 fi:0.126035. Ave ac:0.002132,0.004680
Initialization: 5.427000
Memcpy Classifiers: 0.557000
Memcpy Instances: 9.321000
Kernel 1: 0.028000
Kernel 2: 95.717003
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.000813 1.000000 fi:0.122299. Ave ac:0.001926,0.003958
Initialization: 5.920000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.397000
Kernel 1: 0.028000
Kernel 2: 93.532997
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000813 1.000000 fi:0.127032. Ave ac:0.002309,0.003724
Initialization: 5.959000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.906000
Kernel 1: 0.026000
Kernel 2: 94.671997
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.000542 1.000000 fi:0.240902. Ave ac:0.001946,0.002818
MDL Theory Length Weight: 0.5493290805 (16)
Initialization: 5.400000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.333000
Kernel 1: 0.023000
Kernel 2: 94.702003
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.001356 1.000000 fi:0.118876. Ave ac:0.001684,0.002501
Initialization: 7.829000
Memcpy Classifiers: 0.545000
Memcpy Instances: 8.686000
Kernel 1: 0.032000
Kernel 2: 94.400002
Copyback: 0.016000
Sum: 0.032000
It 21,Best ac:0.000813 1.000000 fi:0.123912. Ave ac:0.001895,0.002720
Initialization: 7.009000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.326000
Kernel 1: 0.024000
Kernel 2: 92.468002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.001355 1.000000 fi:0.116034. Ave ac:0.002122,0.003198
Initialization: 6.740000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.315000
Kernel 1: 0.024000
Kernel 2: 91.888000
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.001627 1.000000 fi:0.118330. Ave ac:0.001992,0.002845
Initialization: 5.848000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.332000
Kernel 1: 0.024000
Kernel 2: 93.219002
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.000813 1.000000 fi:0.121446. Ave ac:0.002255,0.003522
Initialization: 6.447000
Memcpy Classifiers: 0.665000
Memcpy Instances: 8.045000
Kernel 1: 0.022000
Kernel 2: 93.116997
Copyback: 0.016000
Sum: 0.029000
It 25,Best ac:0.001355 1.000000 fi:0.111562. Ave ac:0.001921,0.003177
Initialization: 7.374000
Memcpy Classifiers: 0.732000
Memcpy Instances: 10.304000
Kernel 1: 0.024000
Kernel 2: 89.297997
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.001085 1.000000 fi:0.113662. Ave ac:0.001307,0.001903
Initialization: 5.407000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.331000
Kernel 1: 0.023000
Kernel 2: 90.848999
Copyback: 0.018000
Sum: 0.044000
It 27,Best ac:0.001085 1.000000 fi:0.115271. Ave ac:0.001214,0.001755
Initialization: 5.800000
Memcpy Classifiers: 0.712000
Memcpy Instances: 11.009000
Kernel 1: 0.023000
Kernel 2: 86.065002
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000813 1.000000 fi:0.116815. Ave ac:0.001377,0.002234
Initialization: 5.397000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.205000
Kernel 1: 0.022000
Kernel 2: 85.205002
Copyback: 0.018000
Sum: 0.037000
It 29,Best ac:0.000813 1.000000 fi:0.113560. Ave ac:0.001367,0.001844
Initialization: 5.954000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.327000
Kernel 1: 0.023000
Kernel 2: 85.197998
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.001084 1.000000 fi:0.110847. Ave ac:0.001440,0.002973
Initialization: 5.974000
Memcpy Classifiers: 0.434000
Memcpy Instances: 11.648000
Kernel 1: 0.025000
Kernel 2: 82.831001
Copyback: 0.016000
Sum: 0.029000
It 31,Best ac:0.000813 1.000000 fi:0.121446. Ave ac:0.001527,0.005159
Initialization: 5.453000
Memcpy Classifiers: 0.406000
Memcpy Instances: 7.341000
Kernel 1: 0.022000
Kernel 2: 80.789001
Copyback: 0.018000
Sum: 0.035000
It 32,Best ac:0.000813 1.000000 fi:0.113417. Ave ac:0.001531,0.002594
Initialization: 7.690000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.376000
Kernel 1: 0.021000
Kernel 2: 82.384003
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.000813 1.000000 fi:0.118549. Ave ac:0.001327,0.003543
Initialization: 31.437000
Memcpy Instances: 419.083008
Memcpy Classifiers: 0.124000
Kernel 1: 0.031000
Kernel 2: 576.122009
Copyback: 0.016000
Sum: 0.022000
Memcpy Classifiers: 0.139000
Kernel 1: 0.022000
Kernel 2: 582.513000
Copyback: 0.020000
Sum: 0.007000
Memcpy Classifiers: 0.139000
Kernel 1: 0.026000
Kernel 2: 563.491028
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.116000
Kernel 1: 0.016000
Kernel 2: 584.377991
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.138000
Kernel 1: 0.022000
Kernel 2: 592.651001
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.137000
Kernel 1: 0.022000
Kernel 2: 567.145996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.116000
Kernel 1: 0.016000
Kernel 2: 571.979004
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.116000
Kernel 1: 0.017000
Kernel 2: 564.041992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 293.079010
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.000819 0.524306 fi:0.589252. Ave ac:0.001823,0.006344
Best acc 0.000819 0.524306
Initialization: 6.481000
Memcpy Classifiers: 0.904000
Memcpy Instances: 9.869000
Kernel 1: 0.024000
Kernel 2: 92.022003
Copyback: 0.017000
Sum: 0.035000
Initial population average accuracy1:0.004593 accuracy2:0.187349
Initialization: 5.537000
Memcpy Classifiers: 0.934000
Memcpy Instances: 9.178000
Kernel 1: 0.023000
Kernel 2: 89.741997
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.001085 0.800000 fi:0.299749. Ave ac:0.004544,0.007603
Initialization: 6.482000
Memcpy Classifiers: 0.732000
Memcpy Instances: 10.471000
Kernel 1: 0.024000
Kernel 2: 89.588997
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.001626 1.000000 fi:0.099457. Ave ac:0.006020,0.009302
Initialization: 5.363000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.348000
Kernel 1: 0.023000
Kernel 2: 87.844002
Copyback: 0.017000
Sum: 0.026000
It 2,Best ac:0.000813 1.000000 fi:0.099896. Ave ac:0.005105,0.008391
Initialization: 5.382000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.331000
Kernel 1: 0.024000
Kernel 2: 86.092003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.000813 1.000000 fi:0.099896. Ave ac:0.004709,0.008255
Initialization: 5.392000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.336000
Kernel 1: 0.022000
Kernel 2: 88.069000
Copyback: 0.017000
Sum: 0.026000
It 4,Best ac:0.000813 1.000000 fi:0.099896. Ave ac:0.004407,0.007433
Initialization: 5.794000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.332000
Kernel 1: 0.023000
Kernel 2: 85.292000
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001356 1.000000 fi:0.099603. Ave ac:0.004193,0.007612
Initialization: 6.073000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.328000
Kernel 1: 0.023000
Kernel 2: 85.684998
Copyback: 0.018000
Sum: 0.037000
It 6,Best ac:0.000813 1.000000 fi:0.099896. Ave ac:0.003522,0.006857
Initialization: 7.378000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.345000
Kernel 1: 0.023000
Kernel 2: 85.175003
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.001356 1.000000 fi:0.099603. Ave ac:0.003095,0.005911
Initialization: 5.402000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.324000
Kernel 1: 0.023000
Kernel 2: 85.141998
Copyback: 0.016000
Sum: 0.029000
It 8,Best ac:0.001084 1.000000 fi:0.099750. Ave ac:0.002815,0.004914
Initialization: 5.385000
Memcpy Classifiers: 0.511000
Memcpy Instances: 10.248000
Kernel 1: 0.022000
Kernel 2: 85.602997
Copyback: 0.042000
Sum: 0.030000
It 9,Best ac:0.001355 1.000000 fi:0.099604. Ave ac:0.003298,0.007206
Iteration 10:MDL fitness activated
Error 0.099604 TL 0.036316
MDL Theory Length Weight: 0.9142302394 (9)
Initialization: 5.372000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.333000
Kernel 1: 0.023000
Kernel 2: 84.501999
Copyback: 0.017000
Sum: 0.025000
It 10,Best ac:0.000813 1.000000 fi:0.135191. Ave ac:0.002767,0.004929
Initialization: 5.380000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.586000
Kernel 1: 0.028000
Kernel 2: 83.707001
Copyback: 0.018000
Sum: 0.035000
It 11,Best ac:0.001356 1.000000 fi:0.134460. Ave ac:0.003254,0.005279
Initialization: 5.391000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.322000
Kernel 1: 0.024000
Kernel 2: 84.866997
Copyback: 0.017000
Sum: 0.027000
It 12,Best ac:0.001084 1.000000 fi:0.148047. Ave ac:0.003130,0.005989
Initialization: 5.409000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.318000
Kernel 1: 0.024000
Kernel 2: 82.587997
Copyback: 0.016000
Sum: 0.027000
It 13,Best ac:0.001085 1.000000 fi:0.117671. Ave ac:0.003415,0.006457
Initialization: 5.364000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.330000
Kernel 1: 0.024000
Kernel 2: 83.566002
Copyback: 0.018000
Sum: 0.034000
It 14,Best ac:0.000813 1.000000 fi:0.132314. Ave ac:0.003940,0.006089
Initialization: 5.369000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.339000
Kernel 1: 0.023000
Kernel 2: 83.859001
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.000813 1.000000 fi:0.138434. Ave ac:0.002444,0.004337
Initialization: 5.679000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.398000
Kernel 1: 0.031000
Kernel 2: 81.114998
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.001085 1.000000 fi:0.128715. Ave ac:0.002613,0.004027
Initialization: 5.458000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.319000
Kernel 1: 0.024000
Kernel 2: 81.955002
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.000813 1.000000 fi:0.129018. Ave ac:0.002352,0.003649
Initialization: 5.403000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.350000
Kernel 1: 0.023000
Kernel 2: 82.652000
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.001084 1.000000 fi:0.124768. Ave ac:0.003066,0.004487
Initialization: 6.384000
Memcpy Classifiers: 0.603000
Memcpy Instances: 8.235000
Kernel 1: 0.023000
Kernel 2: 80.037003
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.001085 1.000000 fi:0.136083. Ave ac:0.002330,0.003621
Initialization: 5.381000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.324000
Kernel 1: 0.024000
Kernel 2: 79.780998
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.000813 1.000000 fi:0.126855. Ave ac:0.002669,0.004531
Initialization: 7.764000
Memcpy Classifiers: 0.432000
Memcpy Instances: 9.836000
Kernel 1: 0.032000
Kernel 2: 80.212997
Copyback: 0.018000
Sum: 0.034000
It 21,Best ac:0.000813 1.000000 fi:0.132967. Ave ac:0.002657,0.004733
Initialization: 5.366000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.384000
Kernel 1: 0.024000
Kernel 2: 77.820999
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.000813 1.000000 fi:0.120393. Ave ac:0.003156,0.005489
MDL Theory Length Weight: 0.8228072154 (10)
Initialization: 5.951000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.735000
Kernel 1: 0.028000
Kernel 2: 78.435997
Copyback: 0.018000
Sum: 0.038000
It 23,Best ac:0.001626 1.000000 fi:0.118798. Ave ac:0.002748,0.004433
Initialization: 5.536000
Memcpy Classifiers: 0.712000
Memcpy Instances: 10.159000
Kernel 1: 0.022000
Kernel 2: 75.440002
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.000813 1.000000 fi:0.121255. Ave ac:0.003015,0.005117
Initialization: 6.782000
Memcpy Classifiers: 0.680000
Memcpy Instances: 11.581000
Kernel 1: 0.026000
Kernel 2: 74.327003
Copyback: 0.016000
Sum: 0.027000
It 25,Best ac:0.000813 1.000000 fi:0.131603. Ave ac:0.002198,0.005272
Initialization: 7.699000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.393000
Kernel 1: 0.024000
Kernel 2: 72.955002
Copyback: 0.018000
Sum: 0.039000
It 26,Best ac:0.000813 1.000000 fi:0.112606. Ave ac:0.002072,0.004450
Initialization: 5.562000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.747000
Kernel 1: 0.022000
Kernel 2: 73.014999
Copyback: 0.021000
Sum: 0.035000
It 27,Best ac:0.001355 1.000000 fi:0.119993. Ave ac:0.003682,0.008344
Initialization: 5.360000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.165000
Kernel 1: 0.023000
Kernel 2: 71.058998
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.000813 1.000000 fi:0.121255. Ave ac:0.002152,0.003514
Initialization: 6.003000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.907000
Kernel 1: 0.026000
Kernel 2: 71.622002
Copyback: 0.018000
Sum: 0.037000
It 29,Best ac:0.000813 1.000000 fi:0.112775. Ave ac:0.001687,0.003597
Initialization: 6.197000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.026000
Kernel 1: 0.023000
Kernel 2: 71.073997
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.000813 1.000000 fi:0.127716. Ave ac:0.002576,0.005074
Initialization: 7.759000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.344000
Kernel 1: 0.033000
Kernel 2: 71.333000
Copyback: 0.018000
Sum: 0.036000
It 31,Best ac:0.001626 1.000000 fi:0.120191. Ave ac:0.002930,0.005139
Initialization: 7.586000
Memcpy Classifiers: 0.712000
Memcpy Instances: 10.048000
Kernel 1: 0.025000
Kernel 2: 69.913002
Copyback: 0.016000
Sum: 0.028000
It 32,Best ac:0.000813 1.000000 fi:0.124348. Ave ac:0.002726,0.004516
Initialization: 6.310000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.535000
Kernel 1: 0.033000
Kernel 2: 70.990997
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.000813 1.000000 fi:0.118053. Ave ac:0.002843,0.006177
Initialization: 29.510000
Memcpy Instances: 374.279999
Memcpy Classifiers: 0.093000
Kernel 1: 0.028000
Kernel 2: 504.286987
Copyback: 0.367000
Sum: 0.017000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 516.908997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 512.978027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.012000
Kernel 2: 504.398987
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.091000
Kernel 1: 0.015000
Kernel 2: 493.337006
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.143000
Kernel 1: 0.016000
Kernel 2: 499.282013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 500.971008
Copyback: 0.969000
Sum: 0.012000
Memcpy Classifiers: 0.441000
Kernel 1: 0.029000
Kernel 2: 506.617004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.017000
Kernel 2: 247.302994
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.000640 0.529148 fi:0.590182. Ave ac:0.002082,0.006407
Best acc 0.000640 0.529148
Rule:Att PSSM_-4_3 is [-0.581788,5.376886]|Att PSSM_-4_4 is [0.024940,5.975060]|Att PSSM_-4_20 is [-3.080763,5.080763]|Att PSSM_-3_9 is [<9.412058]|Att PSSM_0_7 is [-6.421862,-3.075229]|Att PSSM_0_20 is [-1.468531,6.469564]|Att PSSM_3_11 is [-1.120119,2.992844]|Att PSSM_4_12 is [-6.987423,-0.297721]|1
Accuracy : 0.793908
0	1	
149973	14107	
34250	36308	
Removed 223 instances. 184223 Instances left. Acc of rule 0.000640-0.529148
Initialization: 5.626000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.305000
Kernel 1: 0.026000
Kernel 2: 90.242996
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004901 accuracy2:0.177289
Initialization: 6.963000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.313000
Kernel 1: 0.024000
Kernel 2: 114.596001
Copyback: 0.018000
Sum: 0.051000
It 0,Best ac:0.000814 0.600000 fi:0.499894. Ave ac:0.004265,0.006586
Initialization: 5.519000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.324000
Kernel 1: 0.024000
Kernel 2: 112.063004
Copyback: 0.019000
Sum: 0.031000
It 1,Best ac:0.000543 1.000000 fi:0.209813. Ave ac:0.004837,0.007904
Initialization: 7.120000
Memcpy Classifiers: 0.882000
Memcpy Instances: 11.359000
Kernel 1: 0.022000
Kernel 2: 111.262001
Copyback: 0.019000
Sum: 0.027000
It 2,Best ac:0.000543 1.000000 fi:0.209813. Ave ac:0.004049,0.006203
Initialization: 5.536000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.326000
Kernel 1: 0.023000
Kernel 2: 109.374001
Copyback: 0.019000
Sum: 0.029000
It 3,Best ac:0.001628 0.857143 fi:0.242312. Ave ac:0.004014,0.007000
Initialization: 5.490000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.335000
Kernel 1: 0.022000
Kernel 2: 105.999001
Copyback: 0.019000
Sum: 0.033000
It 4,Best ac:0.001086 1.000000 fi:0.099748. Ave ac:0.003638,0.006013
Initialization: 5.461000
Memcpy Classifiers: 0.442000
Memcpy Instances: 7.342000
Kernel 1: 0.024000
Kernel 2: 107.273003
Copyback: 0.019000
Sum: 0.027000
It 5,Best ac:0.000814 1.000000 fi:0.099894. Ave ac:0.004027,0.007576
Initialization: 7.986000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.729000
Kernel 1: 0.031000
Kernel 2: 107.460999
Copyback: 0.019000
Sum: 0.029000
It 6,Best ac:0.001357 1.000000 fi:0.099601. Ave ac:0.003781,0.006643
Initialization: 5.472000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.319000
Kernel 1: 0.022000
Kernel 2: 104.584999
Copyback: 0.633000
Sum: 0.035000
It 7,Best ac:0.001357 1.000000 fi:0.099601. Ave ac:0.003628,0.005818
Initialization: 5.726000
Memcpy Classifiers: 0.423000
Memcpy Instances: 7.322000
Kernel 1: 0.023000
Kernel 2: 102.364998
Copyback: 0.019000
Sum: 0.031000
It 8,Best ac:0.002986 1.000000 fi:0.098722. Ave ac:0.003273,0.005344
Initialization: 5.513000
Memcpy Classifiers: 0.441000
Memcpy Instances: 7.337000
Kernel 1: 0.023000
Kernel 2: 101.995003
Copyback: 0.019000
Sum: 0.033000
It 9,Best ac:0.001086 1.000000 fi:0.099748. Ave ac:0.002674,0.004705
Iteration 10:MDL fitness activated
Error 0.099748 TL 0.026433
MDL Theory Length Weight: 1.2578626178 (2)
Initialization: 5.478000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.332000
Kernel 1: 0.023000
Kernel 2: 102.594002
Copyback: 0.019000
Sum: 0.031000
It 10,Best ac:0.000814 1.000000 fi:0.135882. Ave ac:0.002227,0.003851
Initialization: 8.233000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.308000
Kernel 1: 0.024000
Kernel 2: 99.223999
Copyback: 0.019000
Sum: 0.026000
It 11,Best ac:0.001629 1.000000 fi:0.144842. Ave ac:0.002616,0.004336
Initialization: 5.493000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.312000
Kernel 1: 0.023000
Kernel 2: 96.485001
Copyback: 0.019000
Sum: 0.040000
It 12,Best ac:0.000814 1.000000 fi:0.135677. Ave ac:0.002516,0.004534
Initialization: 6.082000
Memcpy Classifiers: 0.728000
Memcpy Instances: 8.183000
Kernel 1: 0.021000
Kernel 2: 94.529999
Copyback: 0.018000
Sum: 0.029000
It 13,Best ac:0.000814 1.000000 fi:0.135486. Ave ac:0.002039,0.003107
Initialization: 5.468000
Memcpy Classifiers: 0.427000
Memcpy Instances: 10.399000
Kernel 1: 0.023000
Kernel 2: 94.629997
Copyback: 0.103000
Sum: 0.029000
It 14,Best ac:0.000814 1.000000 fi:0.140302. Ave ac:0.003311,0.005789
Initialization: 6.644000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.798000
Kernel 1: 0.033000
Kernel 2: 74.617996
Copyback: 0.016000
Sum: 0.027000
It 15,Best ac:0.001086 1.000000 fi:0.149322. Ave ac:0.003095,0.007570
Initialization: 6.362000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.314000
Kernel 1: 0.023000
Kernel 2: 74.541000
Copyback: 0.016000
Sum: 0.027000
It 16,Best ac:0.000543 1.000000 fi:0.245490. Ave ac:0.002653,0.005288
Initialization: 7.657000
Memcpy Classifiers: 0.679000
Memcpy Instances: 10.562000
Kernel 1: 0.027000
Kernel 2: 74.817001
Copyback: 0.018000
Sum: 0.035000
It 17,Best ac:0.001085 1.000000 fi:0.130548. Ave ac:0.002481,0.004951
Initialization: 7.552000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.426000
Kernel 1: 0.032000
Kernel 2: 74.499001
Copyback: 0.016000
Sum: 0.028000
It 18,Best ac:0.001085 1.000000 fi:0.134704. Ave ac:0.002515,0.007778
Initialization: 5.510000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.693000
Kernel 1: 0.023000
Kernel 2: 73.344002
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.001357 1.000000 fi:0.134287. Ave ac:0.003116,0.005776
Initialization: 6.001000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.559000
Kernel 1: 0.023000
Kernel 2: 72.188004
Copyback: 0.021000
Sum: 0.044000
It 20,Best ac:0.000814 1.000000 fi:0.132112. Ave ac:0.002682,0.004544
Initialization: 6.089000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.434000
Kernel 1: 0.023000
Kernel 2: 72.342003
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000814 1.000000 fi:0.135597. Ave ac:0.002857,0.004985
Initialization: 5.963000
Memcpy Classifiers: 0.522000
Memcpy Instances: 10.687000
Kernel 1: 0.024000
Kernel 2: 72.059998
Copyback: 0.018000
Sum: 0.044000
It 22,Best ac:0.000814 1.000000 fi:0.135677. Ave ac:0.003383,0.006967
Initialization: 7.141000
Memcpy Classifiers: 0.396000
Memcpy Instances: 9.926000
Kernel 1: 0.026000
Kernel 2: 72.317001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000814 1.000000 fi:0.138685. Ave ac:0.002857,0.005447
Initialization: 6.144000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.309000
Kernel 1: 0.023000
Kernel 2: 71.102997
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.000814 1.000000 fi:0.124254. Ave ac:0.002628,0.005531
Initialization: 5.452000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.317000
Kernel 1: 0.031000
Kernel 2: 70.124001
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001629 1.000000 fi:0.123237. Ave ac:0.003895,0.006996
Initialization: 7.472000
Memcpy Classifiers: 0.624000
Memcpy Instances: 10.548000
Kernel 1: 0.027000
Kernel 2: 73.342003
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.000814 1.000000 fi:0.118798. Ave ac:0.003101,0.005480
Initialization: 6.216000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.452000
Kernel 1: 0.032000
Kernel 2: 71.234001
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.001085 1.000000 fi:0.126237. Ave ac:0.003165,0.007099
Initialization: 5.611000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.361000
Kernel 1: 0.022000
Kernel 2: 70.955002
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.000814 1.000000 fi:0.128122. Ave ac:0.003434,0.008266
Initialization: 7.288000
Memcpy Classifiers: 0.603000
Memcpy Instances: 7.354000
Kernel 1: 0.024000
Kernel 2: 69.054001
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.000814 1.000000 fi:0.123453. Ave ac:0.002402,0.004341
Initialization: 5.861000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.325000
Kernel 1: 0.024000
Kernel 2: 68.684998
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001357 1.000000 fi:0.123383. Ave ac:0.002381,0.004538
Initialization: 5.605000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.317000
Kernel 1: 0.024000
Kernel 2: 67.470001
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.000814 1.000000 fi:0.128013. Ave ac:0.002569,0.004077
Initialization: 5.555000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.645000
Kernel 1: 0.022000
Kernel 2: 69.399002
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.001085 1.000000 fi:0.128039. Ave ac:0.002550,0.005542
Initialization: 6.305000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.348000
Kernel 1: 0.024000
Kernel 2: 69.898003
Copyback: 0.016000
Sum: 0.024000
It 33,Best ac:0.000814 1.000000 fi:0.126383. Ave ac:0.003024,0.005232
Initialization: 33.047001
Memcpy Instances: 460.709991
Memcpy Classifiers: 0.077000
Kernel 1: 0.024000
Kernel 2: 485.901001
Copyback: 0.015000
Sum: 0.019000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 499.181000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.112000
Kernel 1: 0.021000
Kernel 2: 497.234985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.016000
Kernel 2: 489.481995
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 496.139008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 512.653015
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.106000
Kernel 1: 0.020000
Kernel 2: 501.493988
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.114000
Kernel 1: 0.020000
Kernel 2: 487.128998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 246.156998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.010829 0.468640 fi:0.653401. Ave ac:0.002679,0.008524
Best acc 0.010829 0.468640
Initialization: 5.505000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.310000
Kernel 1: 0.027000
Kernel 2: 91.166000
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.005349 accuracy2:0.176503
Initialization: 5.496000
Memcpy Classifiers: 0.513000
Memcpy Instances: 7.315000
Kernel 1: 0.023000
Kernel 2: 89.985001
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.002443 0.750000 fi:0.349015. Ave ac:0.005424,0.009431
Initialization: 6.162000
Memcpy Classifiers: 0.905000
Memcpy Instances: 10.034000
Kernel 1: 0.022000
Kernel 2: 89.625999
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.001357 0.833333 fi:0.266268. Ave ac:0.004571,0.008991
Initialization: 5.446000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.320000
Kernel 1: 0.023000
Kernel 2: 88.796997
Copyback: 0.017000
Sum: 0.027000
It 2,Best ac:0.000814 1.000000 fi:0.099894. Ave ac:0.003819,0.005944
Initialization: 5.440000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.321000
Kernel 1: 0.024000
Kernel 2: 86.607002
Copyback: 0.017000
Sum: 0.025000
It 3,Best ac:0.000814 1.000000 fi:0.099894. Ave ac:0.003925,0.008042
Initialization: 5.498000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.296000
Kernel 1: 0.023000
Kernel 2: 86.394997
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.000814 1.000000 fi:0.099894. Ave ac:0.003992,0.007046
Initialization: 5.544000
Memcpy Classifiers: 0.454000
Memcpy Instances: 7.323000
Kernel 1: 0.023000
Kernel 2: 83.477997
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.000543 1.000000 fi:0.209813. Ave ac:0.004117,0.007901
Initialization: 5.458000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.344000
Kernel 1: 0.022000
Kernel 2: 81.696999
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.000543 1.000000 fi:0.209813. Ave ac:0.003767,0.006717
Initialization: 5.448000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.332000
Kernel 1: 0.023000
Kernel 2: 83.780998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.000814 1.000000 fi:0.099894. Ave ac:0.003064,0.004845
Initialization: 5.510000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 81.660004
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.001085 1.000000 fi:0.099748. Ave ac:0.004140,0.006993
Initialization: 5.506000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.324000
Kernel 1: 0.023000
Kernel 2: 80.630997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.001085 1.000000 fi:0.099748. Ave ac:0.004325,0.007278
Iteration 10:MDL fitness activated
Error 0.099748 TL 0.031179
MDL Theory Length Weight: 1.0664040444 (2)
Initialization: 5.439000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.330000
Kernel 1: 0.023000
Kernel 2: 79.734001
Copyback: 0.016000
Sum: 0.032000
It 10,Best ac:0.000814 1.000000 fi:0.134009. Ave ac:0.005072,0.007977
Initialization: 5.528000
Memcpy Classifiers: 0.404000
Memcpy Instances: 7.326000
Kernel 1: 0.023000
Kernel 2: 78.537003
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.000814 1.000000 fi:0.129178. Ave ac:0.003288,0.005968
Initialization: 5.475000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.304000
Kernel 1: 0.023000
Kernel 2: 79.427002
Copyback: 0.016000
Sum: 0.029000
It 12,Best ac:0.000814 1.000000 fi:0.134646. Ave ac:0.003026,0.006113
Initialization: 5.408000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.339000
Kernel 1: 0.023000
Kernel 2: 82.935997
Copyback: 0.016000
Sum: 0.028000
It 13,Best ac:0.000814 1.000000 fi:0.132368. Ave ac:0.003177,0.005988
Initialization: 5.518000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.307000
Kernel 1: 0.023000
Kernel 2: 79.332001
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.000814 1.000000 fi:0.127159. Ave ac:0.002823,0.005681
Initialization: 5.452000
Memcpy Classifiers: 0.421000
Memcpy Instances: 7.326000
Kernel 1: 0.022000
Kernel 2: 78.781998
Copyback: 0.018000
Sum: 0.029000
It 15,Best ac:0.000814 1.000000 fi:0.137217. Ave ac:0.002637,0.005272
Initialization: 5.590000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.250000
Kernel 1: 0.023000
Kernel 2: 80.015999
Copyback: 0.016000
Sum: 0.027000
It 16,Best ac:0.000543 1.000000 fi:0.231473. Ave ac:0.001707,0.004203
Initialization: 5.487000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.302000
Kernel 1: 0.024000
Kernel 2: 78.181000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.001086 1.000000 fi:0.129288. Ave ac:0.001782,0.005835
Initialization: 5.847000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.618000
Kernel 1: 0.022000
Kernel 2: 77.856003
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.000814 1.000000 fi:0.125262. Ave ac:0.002680,0.005842
Initialization: 6.474000
Memcpy Classifiers: 0.514000
Memcpy Instances: 8.441000
Kernel 1: 0.031000
Kernel 2: 77.178001
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.001086 1.000000 fi:0.133693. Ave ac:0.001581,0.002789
Initialization: 5.536000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.539000
Kernel 1: 0.026000
Kernel 2: 77.170998
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.000814 1.000000 fi:0.128445. Ave ac:0.002284,0.005281
Initialization: 6.332000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.779000
Kernel 1: 0.022000
Kernel 2: 74.839996
Copyback: 0.016000
Sum: 0.029000
It 21,Best ac:0.000814 1.000000 fi:0.130297. Ave ac:0.002035,0.003969
Initialization: 6.105000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.659000
Kernel 1: 0.023000
Kernel 2: 73.218002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.000814 1.000000 fi:0.117184. Ave ac:0.002367,0.003818
Initialization: 5.852000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.325000
Kernel 1: 0.023000
Kernel 2: 71.793999
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.000814 1.000000 fi:0.128727. Ave ac:0.002336,0.003936
Initialization: 7.543000
Memcpy Classifiers: 0.338000
Memcpy Instances: 10.719000
Kernel 1: 0.023000
Kernel 2: 69.600998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.001357 1.000000 fi:0.129265. Ave ac:0.002071,0.003000
Initialization: 7.252000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.317000
Kernel 1: 0.024000
Kernel 2: 71.007004
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.001085 1.000000 fi:0.125414. Ave ac:0.001628,0.002227
Initialization: 5.474000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.643000
Kernel 1: 0.032000
Kernel 2: 70.219002
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.000814 1.000000 fi:0.115630. Ave ac:0.001777,0.002293
Initialization: 5.510000
Memcpy Classifiers: 0.401000
Memcpy Instances: 7.307000
Kernel 1: 0.024000
Kernel 2: 70.108002
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.000814 1.000000 fi:0.121298. Ave ac:0.001854,0.002392
Initialization: 5.591000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.311000
Kernel 1: 0.023000
Kernel 2: 70.696999
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.000814 1.000000 fi:0.123036. Ave ac:0.001835,0.002997
Initialization: 5.560000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.385000
Kernel 1: 0.025000
Kernel 2: 71.248001
Copyback: 0.018000
Sum: 0.039000
It 29,Best ac:0.000814 1.000000 fi:0.129331. Ave ac:0.001507,0.002713
Initialization: 6.666000
Memcpy Classifiers: 0.615000
Memcpy Instances: 7.440000
Kernel 1: 0.023000
Kernel 2: 70.625000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.000543 1.000000 fi:0.231113. Ave ac:0.001699,0.004644
Initialization: 5.451000
Memcpy Classifiers: 0.400000
Memcpy Instances: 10.653000
Kernel 1: 0.023000
Kernel 2: 70.303001
Copyback: 0.369000
Sum: 0.028000
It 31,Best ac:0.000814 1.000000 fi:0.121188. Ave ac:0.002147,0.005161
Initialization: 5.764000
Memcpy Classifiers: 0.568000
Memcpy Instances: 8.021000
Kernel 1: 0.023000
Kernel 2: 69.703003
Copyback: 0.016000
Sum: 0.026000
It 32,Best ac:0.001357 1.000000 fi:0.123290. Ave ac:0.002246,0.003079
Initialization: 7.733000
Memcpy Classifiers: 0.537000
Memcpy Instances: 10.716000
Kernel 1: 0.023000
Kernel 2: 71.790001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.000814 1.000000 fi:0.121800. Ave ac:0.002031,0.002502
Initialization: 29.503000
Memcpy Instances: 415.046997
Memcpy Classifiers: 0.121000
Kernel 1: 0.033000
Kernel 2: 508.653992
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 517.150024
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 503.320007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 509.484009
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.119000
Kernel 1: 0.021000
Kernel 2: 519.166992
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.118000
Kernel 1: 0.022000
Kernel 2: 509.114014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 533.379028
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.118000
Kernel 1: 0.021000
Kernel 2: 513.661987
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 270.832001
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000771 0.594142 fi:0.531442. Ave ac:0.001365,0.003946
Best acc 0.000771 0.594142
Rule:Att PSSM_-4_12 is [<-0.665881]|Att PSSM_0_1 is [>1.253090]|Att PSSM_0_6 is [<-2.497581]|Att PSSM_1_1 is [-2.011240,6.723928]|Att PSSM_1_9 is [<8.070755]|Att PSSM_1_13 is [-3.794556,7.492939]|Att PSSM_2_13 is [-1.634408,9.704318]|Att PSSM_4_1 is [-1.644873,4.932610]|Att PSSM_4_15 is [-5.292331,-1.295597]|1
Accuracy : 0.794100
0	1	
149876	14204	
34108	36450	
Removed 239 instances. 183984 Instances left. Acc of rule 0.000771-0.594142
Initialization: 6.049000
Memcpy Classifiers: 0.881000
Memcpy Instances: 9.414000
Kernel 1: 0.034000
Kernel 2: 114.656998
Copyback: 0.019000
Sum: 0.038000
Initial population average accuracy1:0.004498 accuracy2:0.184324
Initialization: 5.580000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.304000
Kernel 1: 0.023000
Kernel 2: 114.067001
Copyback: 0.019000
Sum: 0.051000
It 0,Best ac:0.000544 1.000000 fi:0.206337. Ave ac:0.004153,0.007830
Initialization: 6.237000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.306000
Kernel 1: 0.023000
Kernel 2: 112.190002
Copyback: 0.019000
Sum: 0.030000
It 1,Best ac:0.000815 1.000000 fi:0.099892. Ave ac:0.004133,0.007734
Initialization: 6.420000
Memcpy Classifiers: 0.699000
Memcpy Instances: 7.693000
Kernel 1: 0.023000
Kernel 2: 110.541000
Copyback: 0.019000
Sum: 0.033000
It 2,Best ac:0.000815 1.000000 fi:0.099892. Ave ac:0.003845,0.007713
Initialization: 6.455000
Memcpy Classifiers: 0.882000
Memcpy Instances: 10.867000
Kernel 1: 0.032000
Kernel 2: 109.750999
Copyback: 0.021000
Sum: 0.034000
It 3,Best ac:0.000543 1.000000 fi:0.206337. Ave ac:0.003522,0.006741
Initialization: 7.142000
Memcpy Classifiers: 0.500000
Memcpy Instances: 7.524000
Kernel 1: 0.032000
Kernel 2: 108.781998
Copyback: 0.019000
Sum: 0.034000
It 4,Best ac:0.000815 1.000000 fi:0.099893. Ave ac:0.003564,0.009282
Initialization: 5.484000
Memcpy Classifiers: 0.533000
Memcpy Instances: 9.723000
Kernel 1: 0.022000
Kernel 2: 106.982002
Copyback: 0.019000
Sum: 0.029000
It 5,Best ac:0.000815 1.000000 fi:0.099892. Ave ac:0.002197,0.004588
Initialization: 7.529000
Memcpy Classifiers: 0.718000
Memcpy Instances: 9.729000
Kernel 1: 0.025000
Kernel 2: 108.759003
Copyback: 0.019000
Sum: 0.031000
It 6,Best ac:0.001087 1.000000 fi:0.099745. Ave ac:0.002362,0.004945
Initialization: 6.596000
Memcpy Classifiers: 0.478000
Memcpy Instances: 9.295000
Kernel 1: 0.023000
Kernel 2: 109.420998
Copyback: 0.019000
Sum: 0.025000
It 7,Best ac:0.000815 1.000000 fi:0.099892. Ave ac:0.002306,0.006020
Initialization: 6.638000
Memcpy Classifiers: 0.843000
Memcpy Instances: 9.269000
Kernel 1: 0.024000
Kernel 2: 109.861000
Copyback: 0.019000
Sum: 0.030000
It 8,Best ac:0.000543 1.000000 fi:0.206337. Ave ac:0.001903,0.007138
Initialization: 5.590000
Memcpy Classifiers: 0.787000
Memcpy Instances: 10.648000
Kernel 1: 0.026000
Kernel 2: 110.667000
Copyback: 0.021000
Sum: 0.040000
It 9,Best ac:0.000815 1.000000 fi:0.099892. Ave ac:0.002514,0.006625
Iteration 10:MDL fitness activated
Error 0.099892 TL 0.051986
MDL Theory Length Weight: 0.6405054007 (4)
Initialization: 5.608000
Memcpy Classifiers: 0.817000
Memcpy Instances: 9.978000
Kernel 1: 0.022000
Kernel 2: 111.887001
Copyback: 0.020000
Sum: 0.038000
It 10,Best ac:0.001087 1.000000 fi:0.117358. Ave ac:0.002033,0.003825
Initialization: 5.483000
Memcpy Classifiers: 0.479000
Memcpy Instances: 9.303000
Kernel 1: 0.025000
Kernel 2: 110.871002
Copyback: 0.020000
Sum: 0.033000
It 11,Best ac:0.000815 1.000000 fi:0.118834. Ave ac:0.002134,0.006272
Initialization: 5.953000
Memcpy Classifiers: 0.496000
Memcpy Instances: 10.700000
Kernel 1: 0.026000
Kernel 2: 106.349998
Copyback: 0.019000
Sum: 0.033000
It 12,Best ac:0.000815 1.000000 fi:0.124928. Ave ac:0.001900,0.003977
Initialization: 5.498000
Memcpy Classifiers: 0.478000
Memcpy Instances: 7.310000
Kernel 1: 0.023000
Kernel 2: 101.373001
Copyback: 0.019000
Sum: 0.032000
It 13,Best ac:0.000815 1.000000 fi:0.118617. Ave ac:0.001480,0.003172
Initialization: 5.554000
Memcpy Classifiers: 0.460000
Memcpy Instances: 7.322000
Kernel 1: 0.024000
Kernel 2: 101.370003
Copyback: 0.101000
Sum: 0.034000
It 14,Best ac:0.001087 1.000000 fi:0.120514. Ave ac:0.001102,0.002120
Initialization: 5.821000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.989000
Kernel 1: 0.032000
Kernel 2: 84.308998
Copyback: 0.017000
Sum: 0.058000
It 15,Best ac:0.001359 1.000000 fi:0.118175. Ave ac:0.001184,0.001728
Initialization: 7.924000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.342000
Kernel 1: 0.024000
Kernel 2: 82.526001
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.000544 1.000000 fi:0.228250. Ave ac:0.000811,0.001923
Initialization: 7.180000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.295000
Kernel 1: 0.023000
Kernel 2: 83.305000
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.000815 1.000000 fi:0.116405. Ave ac:0.001210,0.001762
Initialization: 5.458000
Memcpy Classifiers: 0.543000
Memcpy Instances: 11.106000
Kernel 1: 0.027000
Kernel 2: 81.323997
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.000544 1.000000 fi:0.225776. Ave ac:0.000953,0.002115
Initialization: 5.444000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.375000
Kernel 1: 0.022000
Kernel 2: 82.393997
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.001630 1.000000 fi:0.128323. Ave ac:0.001077,0.003206
Initialization: 6.624000
Memcpy Classifiers: 0.713000
Memcpy Instances: 10.501000
Kernel 1: 0.026000
Kernel 2: 81.693001
Copyback: 0.018000
Sum: 0.039000
It 20,Best ac:0.000815 1.000000 fi:0.118411. Ave ac:0.001456,0.002916
Initialization: 5.519000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.061000
Kernel 1: 0.022000
Kernel 2: 81.624001
Copyback: 0.016000
Sum: 0.028000
It 21,Best ac:0.001359 1.000000 fi:0.114806. Ave ac:0.001580,0.002168
Initialization: 5.475000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.110000
Kernel 1: 0.023000
Kernel 2: 84.096001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000815 1.000000 fi:0.114223. Ave ac:0.001708,0.005541
Initialization: 5.556000
Memcpy Classifiers: 0.378000
Memcpy Instances: 9.410000
Kernel 1: 0.023000
Kernel 2: 80.892998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.000815 1.000000 fi:0.120555. Ave ac:0.000736,0.002168
Initialization: 6.447000
Memcpy Classifiers: 0.680000
Memcpy Instances: 9.392000
Kernel 1: 0.023000
Kernel 2: 79.191002
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.000543 1.000000 fi:0.225624. Ave ac:0.002086,0.006506
Initialization: 7.387000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.335000
Kernel 1: 0.023000
Kernel 2: 78.134003
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.000815 1.000000 fi:0.112176. Ave ac:0.002053,0.004706
Initialization: 5.454000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.302000
Kernel 1: 0.024000
Kernel 2: 78.494003
Copyback: 0.018000
Sum: 0.029000
It 26,Best ac:0.000543 1.000000 fi:0.223572. Ave ac:0.001320,0.003809
Initialization: 5.476000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.381000
Kernel 1: 0.023000
Kernel 2: 79.524002
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.000815 1.000000 fi:0.111416. Ave ac:0.002306,0.004236
Initialization: 5.445000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.314000
Kernel 1: 0.023000
Kernel 2: 79.223999
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.000815 1.000000 fi:0.114400. Ave ac:0.001193,0.001433
Initialization: 5.455000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.758000
Kernel 1: 0.031000
Kernel 2: 79.528999
Copyback: 0.016000
Sum: 0.026000
It 29,Best ac:0.000815 1.000000 fi:0.114084. Ave ac:0.001115,0.003079
Initialization: 6.826000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.603000
Kernel 1: 0.021000
Kernel 2: 80.258003
Copyback: 0.018000
Sum: 0.030000
It 30,Best ac:0.000815 1.000000 fi:0.118017. Ave ac:0.001494,0.002425
Initialization: 6.027000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.306000
Kernel 1: 0.024000
Kernel 2: 81.629997
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.001359 1.000000 fi:0.117504. Ave ac:0.001748,0.003855
Initialization: 6.284000
Memcpy Classifiers: 0.415000
Memcpy Instances: 11.079000
Kernel 1: 0.023000
Kernel 2: 81.112999
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.000815 1.000000 fi:0.118017. Ave ac:0.000726,0.001153
Initialization: 7.129000
Memcpy Classifiers: 0.711000
Memcpy Instances: 9.102000
Kernel 1: 0.023000
Kernel 2: 79.952003
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.001087 1.000000 fi:0.113770. Ave ac:0.001707,0.001584
Initialization: 32.340000
Memcpy Instances: 369.427002
Memcpy Classifiers: 0.097000
Kernel 1: 0.025000
Kernel 2: 576.109009
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.096000
Kernel 1: 0.014000
Kernel 2: 581.369019
Copyback: 0.454000
Sum: 0.003000
Memcpy Classifiers: 0.098000
Kernel 1: 0.014000
Kernel 2: 571.541992
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.086000
Kernel 1: 0.017000
Kernel 2: 552.388977
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.014000
Kernel 2: 568.594971
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 567.294006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 567.010986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.012000
Kernel 2: 581.760986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 222.294006
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.006778 0.611574 fi:0.508300. Ave ac:0.000955,0.002752
Best acc 0.006778 0.611574
Initialization: 5.513000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.338000
Kernel 1: 0.025000
Kernel 2: 89.961998
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.005025 accuracy2:0.179207
Initialization: 5.426000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.326000
Kernel 1: 0.023000
Kernel 2: 89.689003
Copyback: 0.016000
Sum: 0.037000
It 0,Best ac:0.000543 1.000000 fi:0.207499. Ave ac:0.005018,0.008260
Initialization: 5.424000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.303000
Kernel 1: 0.023000
Kernel 2: 89.538002
Copyback: 0.016000
Sum: 0.028000
It 1,Best ac:0.000815 1.000000 fi:0.099892. Ave ac:0.004342,0.007852
Initialization: 5.439000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.314000
Kernel 1: 0.023000
Kernel 2: 89.459999
Copyback: 0.016000
Sum: 0.028000
It 2,Best ac:0.001087 1.000000 fi:0.099745. Ave ac:0.004628,0.008604
Initialization: 5.437000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.304000
Kernel 1: 0.023000
Kernel 2: 88.832001
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001359 1.000000 fi:0.099598. Ave ac:0.003061,0.005079
Initialization: 5.459000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.301000
Kernel 1: 0.024000
Kernel 2: 90.947998
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001087 1.000000 fi:0.099745. Ave ac:0.002938,0.004950
Initialization: 7.003000
Memcpy Classifiers: 0.687000
Memcpy Instances: 9.652000
Kernel 1: 0.025000
Kernel 2: 88.343002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.000543 1.000000 fi:0.206337. Ave ac:0.002992,0.005577
Initialization: 5.501000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.299000
Kernel 1: 0.024000
Kernel 2: 90.200996
Copyback: 0.016000
Sum: 0.031000
It 6,Best ac:0.001087 1.000000 fi:0.099745. Ave ac:0.003118,0.005046
Initialization: 5.449000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 86.919998
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.001087 0.800000 fi:0.299745. Ave ac:0.002910,0.005386
Initialization: 5.518000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.301000
Kernel 1: 0.023000
Kernel 2: 85.480003
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.000815 1.000000 fi:0.099892. Ave ac:0.003960,0.007024
Initialization: 5.488000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.301000
Kernel 1: 0.023000
Kernel 2: 84.275002
Copyback: 0.016000
Sum: 0.029000
It 9,Best ac:0.000544 1.000000 fi:0.206337. Ave ac:0.003106,0.006156
Iteration 10:MDL fitness activated
Error 0.206337 TL 0.037323
MDL Theory Length Weight: 1.8427854201 (7)
Initialization: 5.496000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.308000
Kernel 1: 0.024000
Kernel 2: 85.193001
Copyback: 0.372000
Sum: 0.028000
It 10,Best ac:0.000815 1.000000 fi:0.168324. Ave ac:0.003853,0.007931
Initialization: 5.444000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.296000
Kernel 1: 0.022000
Kernel 2: 84.558998
Copyback: 0.016000
Sum: 0.028000
It 11,Best ac:0.000815 1.000000 fi:0.153104. Ave ac:0.003457,0.006875
Initialization: 5.441000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.304000
Kernel 1: 0.023000
Kernel 2: 80.758003
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.001630 1.000000 fi:0.139159. Ave ac:0.003051,0.005867
Initialization: 5.686000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.312000
Kernel 1: 0.023000
Kernel 2: 80.193001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.001359 1.000000 fi:0.153016. Ave ac:0.002979,0.005214
Initialization: 5.465000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.303000
Kernel 1: 0.024000
Kernel 2: 80.148003
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.001902 1.000000 fi:0.145156. Ave ac:0.003118,0.007502
Initialization: 5.480000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.304000
Kernel 1: 0.024000
Kernel 2: 77.107002
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.001087 1.000000 fi:0.147892. Ave ac:0.002447,0.005273
Initialization: 5.609000
Memcpy Classifiers: 0.420000
Memcpy Instances: 7.305000
Kernel 1: 0.024000
Kernel 2: 79.609001
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.001087 1.000000 fi:0.147255. Ave ac:0.002732,0.005340
Initialization: 5.471000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.295000
Kernel 1: 0.024000
Kernel 2: 76.458000
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.001359 1.000000 fi:0.162624. Ave ac:0.002583,0.006136
Initialization: 5.641000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.315000
Kernel 1: 0.023000
Kernel 2: 76.969002
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.001359 1.000000 fi:0.139835. Ave ac:0.003554,0.007742
Initialization: 5.512000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.333000
Kernel 1: 0.023000
Kernel 2: 78.066002
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.000815 1.000000 fi:0.148039. Ave ac:0.003651,0.007661
Initialization: 5.484000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.309000
Kernel 1: 0.024000
Kernel 2: 74.612000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.000815 1.000000 fi:0.154032. Ave ac:0.004171,0.009658
Initialization: 5.528000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.302000
Kernel 1: 0.024000
Kernel 2: 71.278999
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.000815 1.000000 fi:0.144559. Ave ac:0.002901,0.006979
MDL Theory Length Weight: 1.6585068781 (10)
Initialization: 5.486000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.301000
Kernel 1: 0.023000
Kernel 2: 71.710999
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.000815 1.000000 fi:0.124137. Ave ac:0.004512,0.011987
Initialization: 5.514000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.311000
Kernel 1: 0.024000
Kernel 2: 71.727997
Copyback: 0.016000
Sum: 0.028000
It 23,Best ac:0.000815 1.000000 fi:0.137766. Ave ac:0.003936,0.010295
Initialization: 5.464000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.306000
Kernel 1: 0.022000
Kernel 2: 69.731003
Copyback: 0.016000
Sum: 0.028000
It 24,Best ac:0.000815 1.000000 fi:0.137865. Ave ac:0.003711,0.010893
Initialization: 5.498000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.306000
Kernel 1: 0.023000
Kernel 2: 68.950996
Copyback: 0.016000
Sum: 0.026000
It 25,Best ac:0.000815 1.000000 fi:0.137063. Ave ac:0.004214,0.010848
Initialization: 5.503000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 71.401001
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.000815 1.000000 fi:0.140092. Ave ac:0.003735,0.009100
Initialization: 5.495000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 69.778000
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.001630 1.000000 fi:0.125865. Ave ac:0.002743,0.007152
Initialization: 5.469000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 69.529999
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.000815 1.000000 fi:0.126219. Ave ac:0.003046,0.006678
Initialization: 5.455000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.304000
Kernel 1: 0.023000
Kernel 2: 70.257004
Copyback: 0.016000
Sum: 0.025000
It 29,Best ac:0.000815 1.000000 fi:0.130011. Ave ac:0.003538,0.009436
Initialization: 5.528000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 69.384003
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.000815 1.000000 fi:0.137765. Ave ac:0.002943,0.007152
Initialization: 5.453000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.303000
Kernel 1: 0.023000
Kernel 2: 69.110001
Copyback: 0.016000
Sum: 0.030000
It 31,Best ac:0.000543 1.000000 fi:0.223050. Ave ac:0.002769,0.006732
MDL Theory Length Weight: 1.4926561903 (20)
Initialization: 5.468000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.314000
Kernel 1: 0.023000
Kernel 2: 69.629997
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.000815 1.000000 fi:0.121865. Ave ac:0.003091,0.007962
Initialization: 5.499000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.315000
Kernel 1: 0.023000
Kernel 2: 66.793999
Copyback: 0.016000
Sum: 0.021000
It 33,Best ac:0.000815 1.000000 fi:0.131023. Ave ac:0.004224,0.009525
Initialization: 29.868999
Memcpy Instances: 444.468994
Memcpy Classifiers: 0.114000
Kernel 1: 0.034000
Kernel 2: 517.617981
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.131000
Kernel 1: 0.018000
Kernel 2: 502.609985
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.111000
Kernel 1: 0.022000
Kernel 2: 488.598999
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.111000
Kernel 1: 0.023000
Kernel 2: 508.975006
Copyback: 0.451000
Sum: 0.006000
Memcpy Classifiers: 0.088000
Kernel 1: 0.019000
Kernel 2: 499.671997
Copyback: 1.405000
Sum: 0.012000
Memcpy Classifiers: 2.511000
Kernel 1: 0.024000
Kernel 2: 487.372009
Copyback: 0.605000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 494.803986
Copyback: 0.847000
Sum: 0.003000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 498.397003
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 190.738998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.000978 0.537313 fi:0.586263. Ave ac:0.002739,0.012530
Best acc 0.000978 0.537313
Rule:Att PSSM_-3_3 is [<4.180943]|Att PSSM_-3_4 is [-5.887915,-0.102158]|Att PSSM_0_1 is [>3.152243]|Att PSSM_0_12 is [<-1.846667]|Att PSSM_0_15 is [-5.745023,1.745023]|Att PSSM_0_19 is [-5.666467,0.383792]|Att PSSM_1_3 is [<-2.302254]|Att PSSM_3_4 is [-6.526691,-1.780155]|Att PSSM_4_6 is [-5.073099,5.838588]|Att PSSM_4_15 is [<2.336049]|1
Accuracy : 0.794441
0	1	
149807	14273	
33959	36599	
Removed 218 instances. 183766 Instances left. Acc of rule 0.006778-0.611574
Initialization: 6.556000
Memcpy Classifiers: 0.639000
Memcpy Instances: 10.021000
Kernel 1: 0.026000
Kernel 2: 113.188004
Copyback: 0.020000
Sum: 0.042000
Initial population average accuracy1:0.004490 accuracy2:0.188989
Initialization: 6.222000
Memcpy Classifiers: 0.518000
Memcpy Instances: 9.828000
Kernel 1: 0.031000
Kernel 2: 111.026001
Copyback: 0.019000
Sum: 0.050000
It 0,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.003887,0.007141
Initialization: 5.891000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.394000
Kernel 1: 0.021000
Kernel 2: 108.275002
Copyback: 0.020000
Sum: 0.034000
It 1,Best ac:0.000816 1.000000 fi:0.099890. Ave ac:0.003916,0.008432
Initialization: 6.688000
Memcpy Classifiers: 0.817000
Memcpy Instances: 11.410000
Kernel 1: 0.023000
Kernel 2: 108.355003
Copyback: 0.020000
Sum: 0.039000
It 2,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.004043,0.008274
Initialization: 6.675000
Memcpy Classifiers: 0.510000
Memcpy Instances: 7.384000
Kernel 1: 0.032000
Kernel 2: 107.035004
Copyback: 0.019000
Sum: 0.037000
It 3,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.004096,0.009313
Initialization: 6.586000
Memcpy Classifiers: 0.625000
Memcpy Instances: 10.460000
Kernel 1: 0.025000
Kernel 2: 107.976997
Copyback: 0.019000
Sum: 0.035000
It 4,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.003560,0.005825
Initialization: 5.557000
Memcpy Classifiers: 0.496000
Memcpy Instances: 7.342000
Kernel 1: 0.022000
Kernel 2: 107.610001
Copyback: 0.019000
Sum: 0.039000
It 5,Best ac:0.000544 1.000000 fi:0.204003. Ave ac:0.003916,0.007343
Initialization: 5.522000
Memcpy Classifiers: 0.534000
Memcpy Instances: 7.336000
Kernel 1: 0.023000
Kernel 2: 107.332001
Copyback: 0.019000
Sum: 0.036000
It 6,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.004452,0.008761
Initialization: 5.525000
Memcpy Classifiers: 0.460000
Memcpy Instances: 7.312000
Kernel 1: 0.023000
Kernel 2: 106.236000
Copyback: 0.018000
Sum: 0.030000
It 7,Best ac:0.000816 1.000000 fi:0.099890. Ave ac:0.003324,0.006064
Initialization: 5.533000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.365000
Kernel 1: 0.023000
Kernel 2: 106.926003
Copyback: 0.018000
Sum: 0.030000
It 8,Best ac:0.000544 1.000000 fi:0.204003. Ave ac:0.002465,0.004047
Initialization: 5.517000
Memcpy Classifiers: 0.466000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 107.906998
Copyback: 0.019000
Sum: 0.030000
It 9,Best ac:0.000816 1.000000 fi:0.099890. Ave ac:0.002471,0.004625
Iteration 10:MDL fitness activated
Error 0.099890 TL 0.053524
MDL Theory Length Weight: 0.6220936111 (9)
Initialization: 5.473000
Memcpy Classifiers: 0.498000
Memcpy Instances: 7.323000
Kernel 1: 0.023000
Kernel 2: 106.087997
Copyback: 0.019000
Sum: 0.029000
It 10,Best ac:0.000544 1.000000 fi:0.231359. Ave ac:0.002879,0.004743
Initialization: 5.416000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.332000
Kernel 1: 0.023000
Kernel 2: 103.575996
Copyback: 0.986000
Sum: 0.038000
It 11,Best ac:0.000816 1.000000 fi:0.125074. Ave ac:0.002985,0.005560
Initialization: 6.056000
Memcpy Classifiers: 0.498000
Memcpy Instances: 7.324000
Kernel 1: 0.024000
Kernel 2: 105.128998
Copyback: 0.978000
Sum: 0.032000
It 12,Best ac:0.000544 1.000000 fi:0.228970. Ave ac:0.003181,0.006486
Initialization: 5.932000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.477000
Kernel 1: 0.024000
Kernel 2: 105.813004
Copyback: 1.064000
Sum: 0.032000
It 13,Best ac:0.001088 1.000000 fi:0.127695. Ave ac:0.002957,0.005704
Initialization: 5.951000
Memcpy Classifiers: 0.645000
Memcpy Instances: 10.999000
Kernel 1: 0.022000
Kernel 2: 85.709000
Copyback: 0.813000
Sum: 0.033000
It 14,Best ac:0.001088 1.000000 fi:0.113258. Ave ac:0.003163,0.007170
Initialization: 5.980000
Memcpy Classifiers: 0.740000
Memcpy Instances: 9.334000
Kernel 1: 0.023000
Kernel 2: 85.460999
Copyback: 0.888000
Sum: 0.034000
It 15,Best ac:0.001088 1.000000 fi:0.122734. Ave ac:0.002410,0.004874
Initialization: 6.019000
Memcpy Classifiers: 0.460000
Memcpy Instances: 7.595000
Kernel 1: 0.022000
Kernel 2: 83.634003
Copyback: 0.815000
Sum: 0.033000
It 16,Best ac:0.000816 1.000000 fi:0.122002. Ave ac:0.002598,0.005177
Initialization: 7.029000
Memcpy Classifiers: 0.644000
Memcpy Instances: 8.158000
Kernel 1: 0.024000
Kernel 2: 84.254997
Copyback: 0.811000
Sum: 0.037000
It 17,Best ac:0.000816 1.000000 fi:0.121797. Ave ac:0.001982,0.003450
Initialization: 6.466000
Memcpy Classifiers: 0.724000
Memcpy Instances: 7.308000
Kernel 1: 0.022000
Kernel 2: 81.610001
Copyback: 0.018000
Sum: 0.037000
It 18,Best ac:0.000816 1.000000 fi:0.126584. Ave ac:0.001666,0.002822
Initialization: 6.982000
Memcpy Classifiers: 0.673000
Memcpy Instances: 10.350000
Kernel 1: 0.026000
Kernel 2: 84.910004
Copyback: 0.018000
Sum: 0.038000
It 19,Best ac:0.001088 1.000000 fi:0.119451. Ave ac:0.001962,0.003297
Initialization: 5.588000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.868000
Kernel 1: 0.026000
Kernel 2: 83.389999
Copyback: 0.371000
Sum: 0.028000
It 20,Best ac:0.000816 1.000000 fi:0.118463. Ave ac:0.002051,0.004109
Initialization: 5.496000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.337000
Kernel 1: 0.023000
Kernel 2: 81.762001
Copyback: 0.018000
Sum: 0.033000
It 21,Best ac:0.001361 1.000000 fi:0.118707. Ave ac:0.001771,0.004558
Initialization: 5.628000
Memcpy Classifiers: 0.468000
Memcpy Instances: 10.464000
Kernel 1: 0.025000
Kernel 2: 79.527000
Copyback: 0.018000
Sum: 0.035000
It 22,Best ac:0.000544 1.000000 fi:0.218250. Ave ac:0.001985,0.004328
Initialization: 6.525000
Memcpy Classifiers: 0.710000
Memcpy Instances: 7.951000
Kernel 1: 0.032000
Kernel 2: 78.035004
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.000816 1.000000 fi:0.123990. Ave ac:0.002080,0.004400
MDL Theory Length Weight: 0.5598842500 (10)
Initialization: 7.618000
Memcpy Classifiers: 0.775000
Memcpy Instances: 8.546000
Kernel 1: 0.031000
Kernel 2: 77.549004
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.001088 1.000000 fi:0.121070. Ave ac:0.001848,0.003560
Initialization: 5.570000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.363000
Kernel 1: 0.023000
Kernel 2: 77.788002
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.000816 1.000000 fi:0.111545. Ave ac:0.001902,0.003944
Initialization: 5.685000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.367000
Kernel 1: 0.023000
Kernel 2: 77.882004
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.000816 1.000000 fi:0.116769. Ave ac:0.002250,0.004266
Initialization: 6.512000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.368000
Kernel 1: 0.022000
Kernel 2: 77.272003
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.000816 1.000000 fi:0.119797. Ave ac:0.001688,0.003278
Initialization: 6.588000
Memcpy Classifiers: 0.566000
Memcpy Instances: 9.060000
Kernel 1: 0.023000
Kernel 2: 76.067001
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.000816 1.000000 fi:0.120287. Ave ac:0.001972,0.003829
Initialization: 5.823000
Memcpy Classifiers: 0.712000
Memcpy Instances: 10.131000
Kernel 1: 0.022000
Kernel 2: 74.233002
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.001088 1.000000 fi:0.113218. Ave ac:0.001838,0.004298
Initialization: 7.177000
Memcpy Classifiers: 0.776000
Memcpy Instances: 11.151000
Kernel 1: 0.024000
Kernel 2: 74.580002
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.001088 1.000000 fi:0.115720. Ave ac:0.001944,0.002895
Initialization: 6.903000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.353000
Kernel 1: 0.022000
Kernel 2: 75.581001
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.001088 1.000000 fi:0.114486. Ave ac:0.001669,0.002702
Initialization: 7.104000
Memcpy Classifiers: 0.590000
Memcpy Instances: 8.816000
Kernel 1: 0.022000
Kernel 2: 75.498001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.000816 1.000000 fi:0.116616. Ave ac:0.001598,0.002330
Initialization: 6.465000
Memcpy Classifiers: 0.564000
Memcpy Instances: 10.621000
Kernel 1: 0.023000
Kernel 2: 74.774002
Copyback: 0.019000
Sum: 0.040000
It 33,Best ac:0.001633 1.000000 fi:0.112559. Ave ac:0.001804,0.002494
Initialization: 36.598000
Memcpy Instances: 429.959015
Memcpy Classifiers: 0.151000
Kernel 1: 0.030000
Kernel 2: 534.318970
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.101000
Kernel 1: 0.016000
Kernel 2: 537.315002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.121000
Kernel 1: 0.017000
Kernel 2: 522.815979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.014000
Kernel 2: 527.732971
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.100000
Kernel 1: 0.014000
Kernel 2: 527.137024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.099000
Kernel 1: 0.013000
Kernel 2: 527.012024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.099000
Kernel 1: 0.014000
Kernel 2: 536.046997
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.100000
Kernel 1: 0.016000
Kernel 2: 538.935974
Copyback: 0.972000
Sum: 0.010000
Memcpy Classifiers: 0.066000
Kernel 1: 0.021000
Kernel 2: 212.110992
Copyback: 0.398000
Sum: 0.001000
It 34,Best ac:0.000669 0.572093 fi:0.543855. Ave ac:0.001559,0.004895
Best acc 0.000669 0.572093
Initialization: 6.224000
Memcpy Classifiers: 0.526000
Memcpy Instances: 7.297000
Kernel 1: 0.052000
Kernel 2: 90.221001
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.004659 accuracy2:0.195176
Initialization: 5.586000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.339000
Kernel 1: 0.022000
Kernel 2: 90.457001
Copyback: 0.463000
Sum: 0.043000
It 0,Best ac:0.000816 1.000000 fi:0.099890. Ave ac:0.004116,0.007519
Initialization: 7.439000
Memcpy Classifiers: 0.766000
Memcpy Instances: 10.560000
Kernel 1: 0.025000
Kernel 2: 88.974998
Copyback: 0.019000
Sum: 0.041000
It 1,Best ac:0.000544 1.000000 fi:0.204003. Ave ac:0.004546,0.008559
Initialization: 5.410000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.345000
Kernel 1: 0.022000
Kernel 2: 88.443001
Copyback: 0.018000
Sum: 0.043000
It 2,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.005029,0.008352
Initialization: 5.437000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.561000
Kernel 1: 0.022000
Kernel 2: 88.790001
Copyback: 0.018000
Sum: 0.035000
It 3,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.004128,0.006646
Initialization: 5.500000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.358000
Kernel 1: 0.022000
Kernel 2: 88.987999
Copyback: 0.019000
Sum: 0.030000
It 4,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.004078,0.006770
Initialization: 6.545000
Memcpy Classifiers: 0.485000
Memcpy Instances: 8.058000
Kernel 1: 0.023000
Kernel 2: 88.320000
Copyback: 0.019000
Sum: 0.039000
It 5,Best ac:0.001088 1.000000 fi:0.099743. Ave ac:0.003361,0.005023
Initialization: 6.425000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.698000
Kernel 1: 0.025000
Kernel 2: 88.466003
Copyback: 0.016000
Sum: 0.028000
It 6,Best ac:0.000816 1.000000 fi:0.099890. Ave ac:0.003518,0.006049
Initialization: 5.427000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.846000
Kernel 1: 0.033000
Kernel 2: 84.480003
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.000544 1.000000 fi:0.204003. Ave ac:0.002434,0.004405
Initialization: 5.790000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.364000
Kernel 1: 0.031000
Kernel 2: 86.589996
Copyback: 0.017000
Sum: 0.025000
It 8,Best ac:0.000544 1.000000 fi:0.202831. Ave ac:0.003322,0.005149
Initialization: 5.429000
Memcpy Classifiers: 0.505000
Memcpy Instances: 11.317000
Kernel 1: 0.026000
Kernel 2: 84.249001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.000816 1.000000 fi:0.099890. Ave ac:0.002205,0.003425
Iteration 10:MDL fitness activated
Error 0.099890 TL 0.040977
MDL Theory Length Weight: 0.8125745973 (5)
Initialization: 6.437000
Memcpy Classifiers: 0.997000
Memcpy Instances: 9.096000
Kernel 1: 0.024000
Kernel 2: 84.288002
Copyback: 1.008000
Sum: 0.039000
It 10,Best ac:0.001361 1.000000 fi:0.130172. Ave ac:0.002235,0.004018
Initialization: 5.787000
Memcpy Classifiers: 0.689000
Memcpy Instances: 7.694000
Kernel 1: 0.024000
Kernel 2: 83.762001
Copyback: 0.631000
Sum: 0.033000
It 11,Best ac:0.001088 1.000000 fi:0.117837. Ave ac:0.002659,0.005109
Initialization: 8.439000
Memcpy Classifiers: 0.816000
Memcpy Instances: 10.342000
Kernel 1: 0.023000
Kernel 2: 86.213997
Copyback: 0.020000
Sum: 0.040000
It 12,Best ac:0.001633 1.000000 fi:0.129873. Ave ac:0.002033,0.003526
Initialization: 7.665000
Memcpy Classifiers: 0.668000
Memcpy Instances: 10.421000
Kernel 1: 0.027000
Kernel 2: 84.470001
Copyback: 0.018000
Sum: 0.039000
It 13,Best ac:0.001361 1.000000 fi:0.127989. Ave ac:0.002484,0.004209
Initialization: 6.426000
Memcpy Classifiers: 0.614000
Memcpy Instances: 9.048000
Kernel 1: 0.025000
Kernel 2: 83.753998
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.001360 1.000000 fi:0.130501. Ave ac:0.003546,0.007337
Initialization: 6.514000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.524000
Kernel 1: 0.022000
Kernel 2: 84.525002
Copyback: 0.017000
Sum: 0.024000
It 15,Best ac:0.001361 1.000000 fi:0.129373. Ave ac:0.002905,0.004943
Initialization: 6.270000
Memcpy Classifiers: 0.586000
Memcpy Instances: 7.373000
Kernel 1: 0.022000
Kernel 2: 83.948997
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.001088 1.000000 fi:0.134093. Ave ac:0.003204,0.006654
Initialization: 6.382000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.229000
Kernel 1: 0.024000
Kernel 2: 81.679001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.000816 1.000000 fi:0.140137. Ave ac:0.002614,0.005556
Initialization: 5.505000
Memcpy Classifiers: 0.451000
Memcpy Instances: 10.531000
Kernel 1: 0.022000
Kernel 2: 83.697998
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.000816 1.000000 fi:0.125482. Ave ac:0.002254,0.003764
Initialization: 6.902000
Memcpy Classifiers: 0.745000
Memcpy Instances: 7.582000
Kernel 1: 0.023000
Kernel 2: 84.829002
Copyback: 0.018000
Sum: 0.035000
It 19,Best ac:0.000544 1.000000 fi:0.223961. Ave ac:0.002069,0.004056
Initialization: 5.794000
Memcpy Classifiers: 0.775000
Memcpy Instances: 8.551000
Kernel 1: 0.023000
Kernel 2: 83.335999
Copyback: 0.018000
Sum: 0.036000
It 20,Best ac:0.000816 1.000000 fi:0.130130. Ave ac:0.002455,0.004107
MDL Theory Length Weight: 0.7313171376 (10)
Initialization: 5.534000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.329000
Kernel 1: 0.024000
Kernel 2: 82.294998
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.000544 1.000000 fi:0.223760. Ave ac:0.002214,0.003418
Initialization: 6.022000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.635000
Kernel 1: 0.023000
Kernel 2: 83.930000
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.000816 1.000000 fi:0.119890. Ave ac:0.002379,0.004217
Initialization: 5.488000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.898000
Kernel 1: 0.026000
Kernel 2: 84.886002
Copyback: 0.018000
Sum: 0.040000
It 23,Best ac:0.001361 1.000000 fi:0.126266. Ave ac:0.002780,0.004077
Initialization: 5.743000
Memcpy Classifiers: 0.451000
Memcpy Instances: 11.121000
Kernel 1: 0.026000
Kernel 2: 86.488998
Copyback: 0.018000
Sum: 0.043000
It 24,Best ac:0.000816 1.000000 fi:0.123233. Ave ac:0.001896,0.005361
Initialization: 5.451000
Memcpy Classifiers: 0.483000
Memcpy Instances: 10.343000
Kernel 1: 0.023000
Kernel 2: 80.238998
Copyback: 0.018000
Sum: 0.032000
It 25,Best ac:0.000816 1.000000 fi:0.120672. Ave ac:0.001745,0.003560
Initialization: 6.373000
Memcpy Classifiers: 0.811000
Memcpy Instances: 10.520000
Kernel 1: 0.024000
Kernel 2: 80.939003
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.000816 1.000000 fi:0.122448. Ave ac:0.001521,0.002495
Initialization: 6.531000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.318000
Kernel 1: 0.022000
Kernel 2: 84.462997
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.000816 1.000000 fi:0.123233. Ave ac:0.002407,0.004931
Initialization: 5.385000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.244000
Kernel 1: 0.032000
Kernel 2: 83.209000
Copyback: 0.016000
Sum: 0.028000
It 28,Best ac:0.000816 1.000000 fi:0.134011. Ave ac:0.001678,0.002358
Initialization: 5.390000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.303000
Kernel 1: 0.024000
Kernel 2: 85.400002
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.000816 1.000000 fi:0.123628. Ave ac:0.002041,0.002768
Initialization: 5.442000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.313000
Kernel 1: 0.023000
Kernel 2: 87.960999
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.002176 1.000000 fi:0.126077. Ave ac:0.002432,0.003609
Initialization: 6.361000
Memcpy Classifiers: 0.841000
Memcpy Instances: 9.058000
Kernel 1: 0.023000
Kernel 2: 86.876999
Copyback: 0.018000
Sum: 0.034000
It 31,Best ac:0.000816 1.000000 fi:0.116021. Ave ac:0.002262,0.003528
Initialization: 5.416000
Memcpy Classifiers: 0.467000
Memcpy Instances: 9.932000
Kernel 1: 0.026000
Kernel 2: 85.025002
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.000816 1.000000 fi:0.122058. Ave ac:0.002332,0.004022
Initialization: 5.411000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.903000
Kernel 1: 0.031000
Kernel 2: 86.021004
Copyback: 0.018000
Sum: 0.039000
It 33,Best ac:0.001904 1.000000 fi:0.123490. Ave ac:0.002270,0.003259
Initialization: 34.985001
Memcpy Instances: 401.377014
Memcpy Classifiers: 0.098000
Kernel 1: 0.026000
Kernel 2: 634.085022
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.096000
Kernel 1: 0.014000
Kernel 2: 605.335022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 612.187988
Copyback: 0.705000
Sum: 0.007000
Memcpy Classifiers: 0.098000
Kernel 1: 0.018000
Kernel 2: 629.406982
Copyback: 0.358000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.014000
Kernel 2: 612.172974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 606.424011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.014000
Kernel 2: 620.143982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.013000
Kernel 2: 616.663025
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.015000
Kernel 2: 233.537003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.001453 0.503774 fi:0.622696. Ave ac:0.002315,0.007258
Best acc 0.001453 0.503774
Rule:Att PSSM_-4_12 is [<-1.722690]|Att PSSM_-2_6 is [<3.859925]|Att PSSM_-2_14 is [-2.926842,4.926842]|Att PSSM_-2_18 is [<5.797933]|Att PSSM_-2_20 is [1.854736,5.026846]|Att PSSM_-1_11 is [-4.190014,5.905554]|Att PSSM_0_7 is [-6.895146,-2.448500]|Att PSSM_0_10 is [-2.661804,5.124858]|Att PSSM_1_4 is [-7.484131,-2.515869]|Att PSSM_1_6 is [<2.776016]|1
Accuracy : 0.794573
0	1	
149715	14365	
33836	36722	
Removed 215 instances. 183551 Instances left. Acc of rule 0.000669-0.572093
Initialization: 6.559000
Memcpy Classifiers: 0.577000
Memcpy Instances: 10.212000
Kernel 1: 0.025000
Kernel 2: 115.112000
Copyback: 0.659000
Sum: 0.045000
Initial population average accuracy1:0.004549 accuracy2:0.180154
Phenotype: 
0:Att PSSM_-2_7 is [<-0.978758]|Att PSSM_-1_10 is [>-1.849682]|Att PSSM_-1_13 is [>-1.261525]|Att PSSM_-1_15 is [>-6.827724]|Att PSSM_0_2 is [<-5.437084]|Att PSSM_1_4 is [-7.630642,-4.187221]|1
1:Att PSSM_-1_6 is [<-3.613936]|Att PSSM_0_1 is [-1.479003,5.887455]|Att PSSM_0_12 is [-6.469354,-4.782559]|Att PSSM_1_4 is [<-4.335934]|Att PSSM_2_17 is [<7.535053]|Att PSSM_3_12 is [<-1.640888]|1
2:Att PSSM_-2_4 is [-6.028810,6.197156]|Att PSSM_-1_14 is [>-0.473060]|Att PSSM_0_2 is [-5.875922,-4.635969]|Att PSSM_0_11 is [<5.211234]|Att PSSM_0_13 is [-1.533099,6.358008]|Att PSSM_1_7 is [<-3.924822]|Att PSSM_2_7 is [<-2.044554]|1
3:Att PSSM_-3_4 is [<5.498361]|Att PSSM_-1_7 is [<-3.344994]|Att PSSM_-1_9 is [<9.574473]|Att PSSM_0_5 is [-2.593934,9.247800]|Att PSSM_0_12 is [<-4.013433]|Att PSSM_1_12 is [-6.627274,-1.718144]|Att PSSM_2_14 is [<4.132431]|Att PSSM_3_12 is [-6.265262,-0.041916]|1
4:Att PSSM_-3_1 is [-5.040789,6.225305]|Att PSSM_-1_7 is [-5.955161,-2.044839]|Att PSSM_0_2 is [<-4.302363]|Att PSSM_0_5 is [-0.761548,2.256538]|Att PSSM_1_4 is [<-3.435984]|1
5:Att PSSM_-2_2 is [<-1.041932]|Att PSSM_-1_7 is [-6.117380,-1.465681]|Att PSSM_0_7 is [<-4.184168]|Att PSSM_0_20 is [0.743934,6.159070]|Att PSSM_1_17 is [<7.931738]|Att PSSM_1_20 is [1.686691,6.787341]|Att PSSM_2_10 is [-5.773699,6.200420]|Att PSSM_4_15 is [<6.852876]|1
6:Att PSSM_-3_7 is [-6.454574,-1.545426]|Att PSSM_-2_11 is [0.286024,5.166631]|Att PSSM_-1_7 is [<-2.813615]|Att PSSM_-1_11 is [-4.727010,2.727010]|Att PSSM_0_1 is [>1.527029]|Att PSSM_0_12 is [<-3.039330]|Att PSSM_1_17 is [<2.275746]|Att PSSM_3_5 is [<4.929131]|1
7:Att PSSM_-3_6 is [<4.515106]|Att PSSM_-2_2 is [-6.863592,3.445014]|Att PSSM_-2_12 is [<-2.466030]|Att PSSM_-1_12 is [-6.048946,-1.951054]|Att PSSM_0_3 is [<4.880011]|Att PSSM_0_7 is [<-4.851358]|Att PSSM_0_16 is [<1.251107]|Att PSSM_1_6 is [-4.723576,-3.252360]|Att PSSM_1_15 is [-6.953859,3.943330]|Att PSSM_4_12 is [<1.541283]|1
8:Att PSSM_-2_20 is [>1.265868]|Att PSSM_-1_9 is [<-3.095237]|Att PSSM_0_2 is [-6.452226,-2.399028]|Att PSSM_0_6 is [<-3.234900]|Att PSSM_1_15 is [<-0.274060]|Att PSSM_2_7 is [-5.516957,-0.483043]|Att PSSM_4_6 is [-5.605641,-1.669873]|Att PSSM_4_13 is [<10.993622]|1
9:Att PSSM_-3_12 is [<-0.266699]|Att PSSM_-2_5 is [0.207847,11.792153]|Att PSSM_-2_9 is [-5.305094,7.407458]|Att PSSM_-1_12 is [-5.541555,-1.463381]|Att PSSM_0_7 is [-6.864045,-4.321606]|Att PSSM_2_9 is [-5.546490,-2.149022]|Att PSSM_2_15 is [<5.567920]|Att PSSM_3_13 is [-4.564064,6.564064]|1
10:Att PSSM_-1_12 is [<-1.001352]|Att PSSM_0_1 is [>4.991261]|Att PSSM_0_12 is [<-3.160177]|Att PSSM_1_10 is [-1.346194,7.346194]|Att PSSM_4_13 is [-5.696239,7.743084]|1
11:Att PSSM_-3_7 is [<3.313498]|Att PSSM_-2_7 is [-6.521938,3.513666]|Att PSSM_-1_6 is [-6.945337,-1.054663]|Att PSSM_0_2 is [-6.106969,-4.933470]|Att PSSM_0_13 is [-0.679541,4.679541]|Att PSSM_1_12 is [<-2.224452]|Att PSSM_1_15 is [<-1.694902]|Att PSSM_4_7 is [<-2.681551]|1
12:Att PSSM_-1_12 is [<-3.249287]|Att PSSM_0_4 is [<-2.358634]|Att PSSM_0_5 is [>-0.427573]|Att PSSM_0_9 is [<4.836078]|Att PSSM_0_12 is [<-3.316688]|Att PSSM_1_12 is [-6.248335,-2.472793]|Att PSSM_2_2 is [<-0.402901]|Att PSSM_2_14 is [<3.378044]|1
13:Att PSSM_-3_7 is [-6.107087,-1.662644]|Att PSSM_-3_11 is [-0.312510,4.934284]|Att PSSM_-2_6 is [-6.863321,-1.136679]|Att PSSM_-1_2 is [-6.204013,-2.828405]|Att PSSM_0_6 is [<-4.019130]|Att PSSM_0_7 is [<1.977170]|Att PSSM_3_1 is [<3.287776]|Att PSSM_3_20 is [<1.518706]|1
14:Att PSSM_-1_7 is [<0.399516]|Att PSSM_0_1 is [>1.763001]|Att PSSM_0_12 is [-6.904921,-3.095079]|Att PSSM_0_19 is [<1.783032]|Att PSSM_1_12 is [<-3.283912]|Att PSSM_4_5 is [>-1.348922]|1
15:Att PSSM_0_5 is [-2.209226,9.830011]|Att PSSM_0_12 is [<-3.873029]|Att PSSM_1_5 is [-1.715708,11.407309]|Att PSSM_1_20 is [>0.173750]|Att PSSM_3_19 is [0.680170,9.448828]|Att PSSM_4_12 is [<-1.441621]|1
16:Att PSSM_-4_7 is [-5.731103,1.115920]|Att PSSM_-3_2 is [<4.879533]|Att PSSM_-3_6 is [<8.868618]|Att PSSM_0_5 is [-2.525727,8.102597]|Att PSSM_0_6 is [<-2.821868]|Att PSSM_0_8 is [-3.642676,3.175169]|Att PSSM_0_9 is [<-4.314577]|Att PSSM_1_12 is [-4.220083,-2.371656]|Att PSSM_2_17 is [-3.594644,5.023837]|1
17:Att PSSM_-4_19 is [<5.478523]|Att PSSM_0_2 is [<-3.046018]|Att PSSM_0_5 is [-0.971183,6.463706]|Att PSSM_0_6 is [<-2.277020]|Att PSSM_0_9 is [-6.191857,-3.549767]|Att PSSM_1_4 is [-6.560868,-4.989413]|Att PSSM_2_16 is [<1.969435]|Att PSSM_3_12 is [-6.799208,-1.200792]|1
18:Att PSSM_-4_6 is [<1.417170]|Att PSSM_-4_19 is [<5.143316]|Att PSSM_-1_5 is [<11.031136]|Att PSSM_0_2 is [<-3.616981]|Att PSSM_0_4 is [<0.995761]|Att PSSM_0_5 is [0.851212,7.148788]|Att PSSM_0_16 is [<3.172791]|Att PSSM_1_6 is [-3.786680,-2.827109]|Att PSSM_1_13 is [-4.921396,6.921396]|Att PSSM_2_12 is [-6.611897,-1.388102]|1
19:Att PSSM_-3_20 is [>-1.854167]|Att PSSM_-2_2 is [<3.760202]|Att PSSM_-1_6 is [-6.592317,-1.795303]|Att PSSM_0_2 is [<-2.179837]|Att PSSM_0_10 is [-3.403466,7.403466]|Att PSSM_0_13 is [>1.436519]|Att PSSM_0_15 is [<1.191162]|Att PSSM_1_10 is [-3.815274,1.815274]|Att PSSM_3_15 is [<3.490116]|Att PSSM_4_12 is [<-2.257751]|Att PSSM_4_18 is [<2.829874]|1
20:Att PSSM_-4_4 is [<5.665735]|Att PSSM_-3_17 is [<0.326602]|Att PSSM_0_1 is [2.121067,5.878933]|Att PSSM_0_9 is [<5.696226]|Att PSSM_0_12 is [-6.496787,-3.105600]|Att PSSM_1_5 is [>-3.650192]|Att PSSM_2_7 is [<-2.117302]|Att PSSM_4_7 is [<2.687111]|1
21:Att PSSM_-4_7 is [<2.719364]|Att PSSM_-3_12 is [<-0.286058]|Att PSSM_0_9 is [<-4.573293]|Att PSSM_1_1 is [-5.826487,3.039563]|Att PSSM_1_10 is [-4.119452,6.119452]|Att PSSM_1_19 is [-2.306035,4.638489]|Att PSSM_2_19 is [<7.527848]|Att PSSM_3_1 is [1.007441,6.992559]|Att PSSM_3_11 is [-3.951341,5.538955]|Att PSSM_4_12 is [-6.839218,-1.160782]|1
22:Att PSSM_-4_8 is [>-1.549659]|Att PSSM_-1_10 is [-2.157331,6.865506]|Att PSSM_0_7 is [<-3.241064]|Att PSSM_1_20 is [>2.914324]|Att PSSM_2_2 is [<1.029612]|Att PSSM_2_5 is [-3.180228,7.180228]|Att PSSM_2_6 is [-5.495827,1.495827]|Att PSSM_3_3 is [<2.064648]|Att PSSM_4_2 is [-6.360742,2.360742]|1
23:Att PSSM_-3_17 is [<2.181500]|Att PSSM_-2_4 is [<0.985563]|Att PSSM_-2_11 is [-5.959789,3.465927]|Att PSSM_-1_12 is [-6.185644,-2.517105]|Att PSSM_0_2 is [-5.803661,-4.929645]|Att PSSM_0_4 is [-6.867994,3.465175]|Att PSSM_1_12 is [<-4.970679]|1
24:Att PSSM_-4_9 is [-3.392647,10.087064]|Att PSSM_-3_19 is [-3.372395,8.756200]|Att PSSM_0_2 is [<-4.061587]|Att PSSM_0_11 is [0.763267,5.236733]|Att PSSM_0_12 is [<2.999695]|Att PSSM_1_20 is [-1.614432,6.885647]|Att PSSM_2_18 is [<7.222485]|Att PSSM_3_12 is [-6.090827,0.407766]|Att PSSM_4_6 is [<-3.306353]|1
25:Att PSSM_-2_7 is [<0.199456]|Att PSSM_0_12 is [<-3.872838]|Att PSSM_0_15 is [<-2.750980]|Att PSSM_0_20 is [>2.255520]|Att PSSM_1_3 is [-6.454110,-2.452574]|Att PSSM_1_11 is [>-2.095394]|Att PSSM_2_5 is [-2.185514,10.017995]|Att PSSM_2_6 is [-6.002884,-1.997116]|Att PSSM_3_2 is [<4.943691]|Att PSSM_4_18 is [<6.417788]|1
26:Att PSSM_-4_2 is [<-0.452781]|Att PSSM_-4_12 is [-3.871191,0.537992]|Att PSSM_-3_7 is [-5.680920,-2.194335]|Att PSSM_-3_8 is [<2.179978]|Att PSSM_-2_11 is [>-3.091286]|Att PSSM_-1_3 is [<-0.579616]|Att PSSM_-1_11 is [-2.011045,3.234919]|Att PSSM_0_2 is [<-2.385565]|Att PSSM_0_11 is [>-2.079304]|Att PSSM_0_16 is [<-3.942040]|1
27:Att PSSM_-3_15 is [-3.796318,4.359592]|Att PSSM_-2_7 is [<-0.351369]|Att PSSM_0_4 is [<-1.310791]|Att PSSM_0_5 is [<4.022211]|Att PSSM_0_12 is [<-4.499491]|Att PSSM_0_16 is [<6.913993]|Att PSSM_1_7 is [<-1.117201]|Att PSSM_2_12 is [-5.411206,-3.743183]|Att PSSM_4_2 is [-5.849245,2.032436]|1
28:Att PSSM_-2_1 is [-2.403061,2.215613]|Att PSSM_-1_10 is [0.429397,4.566049]|Att PSSM_0_3 is [<-2.743282]|Att PSSM_0_12 is [<-2.311547]|Att PSSM_1_10 is [-0.617725,6.998417]|Att PSSM_3_15 is [<-0.878155]|Att PSSM_4_8 is [-3.563547,7.563547]|Att PSSM_4_9 is [<5.513356]|Att PSSM_4_12 is [<-1.413441]|1
29:Att PSSM_-3_4 is [-6.813887,-3.102322]|Att PSSM_-2_3 is [<-0.415582]|Att PSSM_-1_12 is [<-2.908425]|Att PSSM_0_6 is [<-3.055585]|Att PSSM_0_15 is [<7.215691]|Att PSSM_1_3 is [<-2.443186]|Att PSSM_1_8 is [-4.352947,6.737788]|Att PSSM_1_20 is [-2.973063,4.973063]|Att PSSM_2_7 is [<0.495807]|1
30:Att PSSM_-3_6 is [-6.702291,-1.406300]|Att PSSM_-2_2 is [-5.750003,-1.290028]|Att PSSM_-1_4 is [<-2.831652]|Att PSSM_-1_12 is [<-2.168785]|Att PSSM_0_2 is [<-2.580440]|Att PSSM_0_5 is [1.120612,11.029566]|Att PSSM_0_8 is [<4.105500]|Att PSSM_0_19 is [>-4.799560]|Att PSSM_1_7 is [<0.071534]|Att PSSM_1_14 is [-4.613975,4.381275]|Att PSSM_3_17 is [<3.450394]|1
31:Att PSSM_-3_8 is [<3.504049]|Att PSSM_-2_2 is [<-0.744095]|Att PSSM_-1_2 is [<-2.722336]|Att PSSM_0_12 is [-5.916962,-3.636681]|Att PSSM_0_20 is [<4.140099]|Att PSSM_1_5 is [-0.060220,10.352499]|Att PSSM_2_6 is [<2.173860]|Att PSSM_2_12 is [-6.354883,-1.801278]|Att PSSM_3_4 is [-7.391306,-0.608694]|Att PSSM_3_9 is [-4.252934,1.762239]|Att PSSM_3_12 is [-4.586590,2.586590]|1
32:Att PSSM_-4_1 is [-3.950814,5.660598]|Att PSSM_-4_6 is [-6.941020,-2.334311]|Att PSSM_-3_7 is [-5.499149,-2.939078]|Att PSSM_0_2 is [<-3.734559]|Att PSSM_0_5 is [-2.721776,6.105018]|Att PSSM_0_7 is [-5.951672,1.956102]|Att PSSM_0_12 is [<-2.688696]|Att PSSM_0_19 is [<2.357183]|Att PSSM_1_12 is [-5.173611,7.407391]|Att PSSM_4_7 is [<-3.496838]|Att PSSM_4_11 is [<6.542829]|Att PSSM_4_16 is [<6.325297]|1
33:Att PSSM_-2_7 is [<5.975846]|Att PSSM_-1_13 is [>-3.067600]|Att PSSM_0_1 is [>2.421778]|Att PSSM_0_5 is [<7.807872]|Att PSSM_0_6 is [<-3.555922]|Att PSSM_3_10 is [-2.848496,4.848496]|Att PSSM_3_16 is [<2.628051]|Att PSSM_4_6 is [-6.323467,-1.676533]|1
34:Att PSSM_-1_13 is [<9.861814]|Att PSSM_-1_17 is [<4.410408]|Att PSSM_0_1 is [>5.525327]|Att PSSM_0_2 is [<-3.502733]|Att PSSM_0_12 is [-6.837611,-1.162389]|Att PSSM_3_12 is [-5.669728,-1.948127]|1
35:Att PSSM_-3_10 is [>-1.145530]|Att PSSM_-1_13 is [>1.795208]|Att PSSM_0_4 is [<3.283265]|Att PSSM_0_7 is [<-3.324049]|Att PSSM_0_8 is [<4.077551]|Att PSSM_1_5 is [-3.409081,8.112299]|Att PSSM_4_1 is [-1.206642,3.229948]|Att PSSM_4_7 is [<-1.473477]|1
36:Att PSSM_-3_2 is [<-1.063337]|Att PSSM_-3_14 is [-6.141270,2.141270]|Att PSSM_-2_2 is [-6.414095,-2.003497]|Att PSSM_-2_14 is [-1.979952,8.867332]|Att PSSM_-1_6 is [-6.684681,7.345636]|Att PSSM_-1_9 is [-6.186850,0.186849]|Att PSSM_-1_14 is [-4.129262,6.129262]|Att PSSM_0_6 is [<-3.565274]|Att PSSM_0_7 is [-6.279678,-3.831192]|Att PSSM_4_7 is [<-1.779222]|Att PSSM_4_9 is [<5.358601]|1
37:Att PSSM_0_12 is [<-4.388969]|Att PSSM_1_4 is [-6.285529,-3.376671]|Att PSSM_1_8 is [-4.593899,4.444180]|Att PSSM_2_15 is [<2.610965]|Att PSSM_3_16 is [<-0.007556]|Att PSSM_4_10 is [>-0.921657]|1
38:Att PSSM_-3_2 is [-4.713859,-0.273024]|Att PSSM_0_3 is [<-3.766062]|Att PSSM_0_7 is [<-3.890377]|Att PSSM_0_12 is [-6.451272,-2.647791]|Att PSSM_1_5 is [-0.858071,4.278292]|Att PSSM_4_7 is [<-3.603288]|1
39:Att PSSM_-4_5 is [-3.009172,9.009172]|Att PSSM_-4_7 is [<2.018660]|Att PSSM_-3_1 is [-3.187421,5.892487]|Att PSSM_-3_12 is [<-1.068964]|Att PSSM_-2_4 is [<-1.004761]|Att PSSM_-2_10 is [>2.600376]|Att PSSM_-1_6 is [<-0.342489]|Att PSSM_0_12 is [<-2.060886]|Att PSSM_2_12 is [<-2.691654]|1
40:Att PSSM_-4_15 is [-2.002265,4.179969]|Att PSSM_0_2 is [<-1.110060]|Att PSSM_0_5 is [1.635754,6.425444]|Att PSSM_0_6 is [-6.311728,-1.688272]|Att PSSM_0_7 is [<-2.406820]|Att PSSM_0_10 is [-2.062271,4.062271]|Att PSSM_1_19 is [-1.532799,7.532799]|Att PSSM_2_20 is [-6.563545,6.156178]|Att PSSM_3_7 is [>-5.029841]|Att PSSM_4_14 is [-4.281332,6.918647]|1
41:Att PSSM_-4_17 is [<4.396886]|Att PSSM_-3_7 is [<-0.022141]|Att PSSM_0_12 is [-6.804147,-4.781811]|Att PSSM_0_20 is [>2.137005]|Att PSSM_2_2 is [<7.799218]|Att PSSM_2_11 is [-3.491395,3.105215]|Att PSSM_3_2 is [-6.999614,4.093180]|Att PSSM_4_12 is [<-0.083969]|1
42:Att PSSM_-4_7 is [<2.057613]|Att PSSM_-3_18 is [<6.279220]|Att PSSM_-2_7 is [<-0.541531]|Att PSSM_0_3 is [-5.153277,-4.409955]|Att PSSM_0_4 is [<3.283206]|Att PSSM_1_6 is [<-1.436636]|Att PSSM_1_15 is [<4.070576]|Att PSSM_2_11 is [0.742398,4.860034]|Att PSSM_2_16 is [-5.688282,-2.311718]|Att PSSM_3_7 is [<5.903494]|1
43:Att PSSM_-4_7 is [-4.435915,-0.502973]|Att PSSM_-3_4 is [<0.292411]|Att PSSM_-3_10 is [-5.095156,3.965209]|Att PSSM_0_10 is [-0.812072,7.556580]|Att PSSM_0_13 is [>2.319537]|Att PSSM_0_17 is [-5.053997,5.471508]|Att PSSM_3_12 is [<-2.095295]|Att PSSM_4_2 is [<-2.466464]|Att PSSM_4_15 is [<-0.988636]|1
44:Att PSSM_-2_11 is [<-0.243660]|Att PSSM_0_4 is [-7.548369,-3.799371]|Att PSSM_0_9 is [<7.532990]|Att PSSM_0_16 is [<-3.183170]|Att PSSM_1_11 is [-3.354025,5.480784]|Att PSSM_3_4 is [-7.237206,-2.762793]|Att PSSM_4_3 is [-5.251130,-0.748870]|Att PSSM_4_5 is [-0.673967,4.964923]|1
45:Att PSSM_0_1 is [>0.239026]|Att PSSM_0_2 is [<-4.278309]|Att PSSM_0_17 is [-2.994336,2.994336]|Att PSSM_0_18 is [<4.882331]|Att PSSM_1_4 is [-7.485586,-1.750320]|Att PSSM_1_6 is [>-4.647845]|1
46:Att PSSM_-2_12 is [-5.412663,-2.681215]|Att PSSM_-2_14 is [-4.307144,2.839882]|Att PSSM_-2_18 is [-7.356710,7.356710]|Att PSSM_-1_12 is [<-1.781840]|Att PSSM_0_2 is [<0.946737]|Att PSSM_0_4 is [-5.288282,-2.237311]|Att PSSM_0_6 is [<-2.815755]|Att PSSM_1_7 is [<1.672070]|Att PSSM_1_14 is [0.950494,5.743577]|Att PSSM_3_4 is [-5.203524,-0.796476]|1
47:Att PSSM_-3_20 is [>2.398463]|Att PSSM_-2_17 is [-3.328269,5.913140]|Att PSSM_-1_12 is [<-2.237441]|Att PSSM_0_2 is [-5.127112,-3.345663]|Att PSSM_0_10 is [>-2.397265]|Att PSSM_0_17 is [-5.801361,6.487144]|Att PSSM_1_15 is [-6.348306,-1.651694]|Att PSSM_2_12 is [-6.707868,-1.292132]|Att PSSM_3_3 is [<3.679979]|1
48:Att PSSM_-3_9 is [<5.399913]|Att PSSM_-2_13 is [<5.581184]|Att PSSM_-1_7 is [-4.351465,-2.434880]|Att PSSM_0_5 is [-0.325153,10.143553]|Att PSSM_0_12 is [<-2.866276]|Att PSSM_1_1 is [-3.724960,5.724960]|Att PSSM_1_5 is [-2.230747,4.798256]|Att PSSM_1_15 is [<0.406139]|Att PSSM_1_19 is [-2.301100,4.443305]|Att PSSM_3_2 is [<-0.164115]|1
49:Att PSSM_-4_14 is [-4.061828,4.061828]|Att PSSM_-2_12 is [-5.710325,3.710325]|Att PSSM_-1_7 is [-6.472698,-1.527302]|Att PSSM_0_11 is [>-0.261072]|Att PSSM_0_12 is [<-3.656695]|Att PSSM_0_17 is [<3.876811]|Att PSSM_1_12 is [-6.556769,-2.294227]|Att PSSM_1_14 is [-2.896916,6.970585]|Att PSSM_2_11 is [-1.206998,4.334092]|Att PSSM_2_15 is [<7.599288]|Att PSSM_3_1 is [>-5.941298]|1
50:Att PSSM_-4_7 is [<3.052703]|Att PSSM_-3_4 is [-6.101684,3.601554]|Att PSSM_-2_5 is [-4.478673,6.478673]|Att PSSM_-2_12 is [-6.967733,-1.098228]|Att PSSM_0_6 is [<-4.595902]|Att PSSM_0_13 is [-2.325482,6.325482]|Att PSSM_2_4 is [<-3.421091]|Att PSSM_3_12 is [-5.589982,-0.410018]|Att PSSM_3_15 is [<1.101297]|Att PSSM_4_6 is [-5.758471,7.482446]|Att PSSM_4_10 is [-6.455424,4.455424]|1
51:Att PSSM_-3_7 is [<-0.337144]|Att PSSM_-2_2 is [<4.133773]|Att PSSM_-1_12 is [-6.726745,-1.273255]|Att PSSM_0_2 is [<-3.607791]|Att PSSM_0_5 is [-3.502349,3.502349]|Att PSSM_0_13 is [<2.255630]|Att PSSM_1_20 is [>-3.359978]|Att PSSM_2_2 is [<-1.259572]|Att PSSM_2_4 is [-7.725751,-2.274249]|Att PSSM_3_2 is [<-0.409734]|Att PSSM_4_7 is [<-0.011673]|1
52:Att PSSM_-4_7 is [-5.879565,-2.120435]|Att PSSM_-3_20 is [>-0.724610]|Att PSSM_0_1 is [>3.910975]|Att PSSM_0_5 is [-2.563821,7.961677]|Att PSSM_0_12 is [-5.251361,-2.047220]|1
53:Att PSSM_-2_12 is [-5.911590,-1.175643]|Att PSSM_0_4 is [-7.049044,5.031030]|Att PSSM_0_7 is [-4.418371,-2.015362]|Att PSSM_1_12 is [-5.061693,-1.709709]|Att PSSM_2_5 is [-1.928459,4.863820]|Att PSSM_3_5 is [-2.255357,8.798063]|Att PSSM_3_11 is [-3.751129,3.517674]|Att PSSM_4_4 is [<-0.653960]|Att PSSM_4_12 is [-6.825925,-1.622606]|1
54:Att PSSM_-4_6 is [-4.900775,6.932868]|Att PSSM_-2_6 is [<-2.078785]|Att PSSM_-1_13 is [-0.545861,10.128563]|Att PSSM_-1_19 is [<5.297596]|Att PSSM_0_12 is [-6.958129,-3.827941]|Att PSSM_1_6 is [<6.472275]|Att PSSM_1_7 is [-5.950625,-0.669600]|Att PSSM_2_12 is [-5.708174,-0.388815]|Att PSSM_3_12 is [-4.958822,-1.041178]|Att PSSM_4_13 is [<7.864410]|Att PSSM_4_17 is [<4.420216]|1
55:Att PSSM_-3_4 is [<-0.230048]|Att PSSM_-3_7 is [-5.805275,-2.054323]|Att PSSM_-2_2 is [<-1.263107]|Att PSSM_-2_13 is [-3.736711,2.731352]|Att PSSM_-1_7 is [-6.146306,-3.253694]|Att PSSM_0_1 is [<6.264630]|Att PSSM_0_12 is [-5.174066,-2.411058]|Att PSSM_1_2 is [<-0.425001]|Att PSSM_1_4 is [-5.128706,-2.300292]|Att PSSM_2_3 is [-5.966320,-0.090735]|Att PSSM_2_15 is [<0.718837]|1
56:Att PSSM_-4_16 is [>-1.778010]|Att PSSM_-1_15 is [<-0.729617]|Att PSSM_0_1 is [>4.308682]|Att PSSM_0_11 is [-6.481242,2.022749]|Att PSSM_3_12 is [<0.331869]|Att PSSM_3_13 is [>-0.118031]|Att PSSM_4_2 is [<-1.600291]|1
57:Att PSSM_-4_5 is [-2.854965,7.944047]|Att PSSM_0_7 is [-6.938906,-3.061094]|Att PSSM_0_8 is [<2.788164]|Att PSSM_0_20 is [>-0.477857]|Att PSSM_1_11 is [-3.325907,4.621232]|Att PSSM_1_12 is [-6.295271,-1.704729]|Att PSSM_2_7 is [-6.393054,3.153337]|Att PSSM_2_20 is [-1.269884,6.480013]|Att PSSM_4_6 is [-4.983195,-1.207238]|Att PSSM_4_20 is [<4.874668]|1
58:Att PSSM_-3_4 is [-7.771152,-0.228848]|Att PSSM_-1_5 is [-1.367564,4.469236]|Att PSSM_0_10 is [>0.088159]|Att PSSM_0_11 is [-4.386705,3.141526]|Att PSSM_0_12 is [<-2.251332]|Att PSSM_1_15 is [<3.856277]|Att PSSM_2_12 is [<-1.478546]|Att PSSM_3_7 is [<-1.082703]|Att PSSM_4_7 is [<-0.976964]|1
59:Att PSSM_-4_8 is [0.434740,7.496348]|Att PSSM_-4_17 is [<6.807078]|Att PSSM_-3_5 is [-5.262430,4.304734]|Att PSSM_-1_10 is [-0.970518,6.157485]|Att PSSM_-1_12 is [-4.228368,6.251011]|Att PSSM_-1_18 is [<6.849362]|Att PSSM_0_6 is [<3.880690]|Att PSSM_0_12 is [<-3.189709]|Att PSSM_2_13 is [>-1.419037]|Att PSSM_2_15 is [<-1.712623]|1
60:Att PSSM_-4_18 is [-5.983094,7.586403]|Att PSSM_-3_7 is [-6.504817,-1.495183]|Att PSSM_-3_19 is [<6.421543]|Att PSSM_-2_7 is [<-0.632799]|Att PSSM_-2_12 is [-5.225530,-0.774470]|Att PSSM_-1_3 is [-5.307553,-3.835430]|Att PSSM_0_2 is [-6.848405,-3.221801]|Att PSSM_0_15 is [<3.317150]|Att PSSM_1_15 is [<0.507145]|Att PSSM_2_12 is [<1.060591]|Att PSSM_4_7 is [<-1.602823]|1
61:Att PSSM_-3_6 is [-5.343177,-0.656823]|Att PSSM_-3_12 is [>-4.594410]|Att PSSM_-2_12 is [<-2.372386]|Att PSSM_-1_12 is [<0.357910]|Att PSSM_0_4 is [<-5.864890]|Att PSSM_0_12 is [-6.343497,-2.442696]|Att PSSM_2_15 is [-6.523172,-1.476827]|Att PSSM_3_4 is [<6.013648]|1
62:Att PSSM_-3_1 is [-1.960022,4.338611]|Att PSSM_-3_5 is [<4.836405]|Att PSSM_-3_12 is [-6.986321,2.512683]|Att PSSM_-2_5 is [<4.947558]|Att PSSM_0_2 is [-6.980847,-4.153284]|Att PSSM_0_11 is [-4.358036,4.358036]|Att PSSM_1_15 is [<-2.787828]|Att PSSM_3_6 is [>-6.475548]|Att PSSM_3_16 is [<3.250093]|Att PSSM_4_5 is [-1.954068,4.074109]|Att PSSM_4_6 is [-5.409201,-0.627077]|1
63:Att PSSM_-4_7 is [<3.204989]|Att PSSM_-1_1 is [0.129064,5.698249]|Att PSSM_-1_18 is [-6.352167,8.352167]|Att PSSM_0_2 is [-6.924452,-4.305203]|Att PSSM_0_11 is [-5.059701,5.059701]|Att PSSM_0_13 is [>-4.716069]|Att PSSM_0_14 is [-6.932107,2.932107]|Att PSSM_0_15 is [<-0.643661]|Att PSSM_1_19 is [-6.765810,9.266257]|Att PSSM_1_20 is [-0.104315,5.926456]|Att PSSM_2_10 is [-5.214622,6.669341]|Att PSSM_3_18 is [<7.068042]|1
64:Att PSSM_-4_13 is [-5.351805,5.207745]|Att PSSM_-3_12 is [<-1.601864]|Att PSSM_-1_4 is [<1.105022]|Att PSSM_-1_18 is [0.570116,7.385155]|Att PSSM_0_2 is [<0.401897]|Att PSSM_0_7 is [<-3.291289]|Att PSSM_0_12 is [<-4.900640]|Att PSSM_2_14 is [<4.960190]|Att PSSM_2_20 is [-4.614548,5.043607]|Att PSSM_3_12 is [<6.319656]|Att PSSM_3_18 is [<8.135161]|Att PSSM_4_12 is [<2.501526]|1
65:Att PSSM_-4_6 is [<-2.655901]|Att PSSM_-3_5 is [<9.299795]|Att PSSM_-2_12 is [-5.914299,-3.538763]|Att PSSM_-2_19 is [<7.931030]|Att PSSM_0_7 is [-5.875168,-2.124832]|Att PSSM_1_3 is [<-1.647134]|Att PSSM_2_4 is [-7.580702,1.789169]|Att PSSM_2_12 is [<-3.791638]|Att PSSM_2_17 is [-3.530266,5.582936]|Att PSSM_3_6 is [-6.953855,4.192739]|1
66:Att PSSM_-3_7 is [-4.452316,-2.490180]|Att PSSM_-2_4 is [<2.698830]|Att PSSM_-1_7 is [<1.942273]|Att PSSM_0_4 is [-7.317471,-1.398714]|Att PSSM_0_5 is [1.095544,5.341537]|Att PSSM_0_12 is [-5.269014,-2.525524]|Att PSSM_1_4 is [-6.592003,-1.042296]|Att PSSM_1_13 is [>-6.422492]|Att PSSM_3_20 is [>-3.911149]|1
67:Att PSSM_-4_11 is [-4.455732,4.419587]|Att PSSM_-3_11 is [-3.687392,5.418546]|Att PSSM_-1_4 is [-7.040065,-0.959935]|Att PSSM_0_2 is [-5.928619,-3.938739]|Att PSSM_0_20 is [>-2.069116]|Att PSSM_1_7 is [-4.485438,-1.467838]|Att PSSM_1_19 is [-1.287716,9.209632]|Att PSSM_2_17 is [-5.166945,2.094501]|Att PSSM_2_19 is [<4.916351]|Att PSSM_3_1 is [-2.292236,6.137052]|Att PSSM_3_4 is [-4.688185,2.688185]|Att PSSM_3_12 is [-5.399913,-0.600087]|Att PSSM_4_2 is [<3.901562]|1
68:Att PSSM_-4_5 is [>-4.249521]|Att PSSM_-4_6 is [<-1.306377]|Att PSSM_-3_2 is [<1.456688]|Att PSSM_-3_7 is [<2.560899]|Att PSSM_-3_10 is [1.605510,6.009708]|Att PSSM_-3_14 is [<2.593806]|Att PSSM_-2_12 is [-6.565231,-1.434768]|Att PSSM_-1_4 is [<1.868633]|Att PSSM_-1_9 is [-6.769391,8.994694]|Att PSSM_0_2 is [-3.760016,-2.093725]|Att PSSM_0_7 is [-6.077301,-1.922699]|Att PSSM_2_6 is [-6.634877,-1.365123]|1
69:Att PSSM_-3_15 is [<5.596937]|Att PSSM_-2_12 is [<-0.932361]|Att PSSM_-1_12 is [-6.296164,-0.191840]|Att PSSM_0_5 is [-0.378421,6.084367]|Att PSSM_0_12 is [-5.461394,-2.668997]|Att PSSM_1_1 is [<2.411460]|Att PSSM_1_18 is [-2.312598,12.359025]|Att PSSM_3_12 is [-5.041295,-2.604566]|Att PSSM_4_6 is [-6.698632,0.253188]|1
70:Att PSSM_0_2 is [<-3.121997]|Att PSSM_0_5 is [-0.975853,4.975853]|Att PSSM_0_19 is [-5.912829,1.912829]|Att PSSM_1_8 is [>-3.968857]|Att PSSM_1_15 is [-4.913033,-0.170125]|Att PSSM_1_16 is [-3.529179,1.529179]|Att PSSM_1_18 is [<5.287591]|Att PSSM_3_1 is [-1.840315,5.574307]|Att PSSM_3_19 is [<4.608117]|Att PSSM_4_12 is [<-0.612395]|1
71:Att PSSM_-3_12 is [-6.439111,-1.539018]|Att PSSM_-1_6 is [-5.824152,-1.066550]|Att PSSM_0_7 is [<-2.225373]|Att PSSM_0_12 is [<-1.294331]|Att PSSM_1_12 is [-4.987467,-1.845827]|Att PSSM_3_7 is [-3.354454,-0.608609]|Att PSSM_3_15 is [<3.483061]|Att PSSM_4_8 is [>1.391657]|1
72:Att PSSM_-3_12 is [<-0.134231]|Att PSSM_-1_5 is [-2.629712,2.629712]|Att PSSM_-1_14 is [<4.706894]|Att PSSM_0_7 is [-6.997520,-4.491127]|Att PSSM_1_3 is [-6.639517,4.639517]|Att PSSM_1_4 is [<-0.891654]|Att PSSM_2_18 is [<4.390772]|Att PSSM_4_7 is [<-0.247020]|Att PSSM_4_14 is [-2.086488,8.160333]|1
73:Att PSSM_-4_7 is [-6.869326,-1.555947]|Att PSSM_-4_9 is [<8.275064]|Att PSSM_-3_1 is [-3.637147,5.337316]|Att PSSM_-2_7 is [<-0.676140]|Att PSSM_-1_5 is [-0.485204,8.941744]|Att PSSM_-1_7 is [<-2.203806]|Att PSSM_-1_11 is [-5.228515,1.228515]|Att PSSM_0_12 is [<-2.334928]|Att PSSM_1_12 is [-6.408530,1.724285]|Att PSSM_2_7 is [<-0.532299]|Att PSSM_4_10 is [<3.080478]|1
74:Att PSSM_-2_15 is [-4.976170,-0.270681]|Att PSSM_-1_14 is [-2.314750,6.314750]|Att PSSM_0_12 is [<-3.722605]|Att PSSM_1_4 is [-5.285682,-2.032866]|Att PSSM_1_8 is [-3.105603,6.904085]|Att PSSM_1_10 is [-2.097644,5.158155]|Att PSSM_3_7 is [-6.995666,-0.865495]|Att PSSM_4_6 is [<-0.387759]|1
75:Att PSSM_-4_12 is [>-6.368770]|Att PSSM_-4_16 is [>-3.495166]|Att PSSM_-1_10 is [<2.257391]|Att PSSM_0_1 is [-2.040205,6.712105]|Att PSSM_0_7 is [-6.357927,6.728306]|Att PSSM_0_9 is [>-5.424675]|Att PSSM_0_10 is [-2.007013,4.007013]|Att PSSM_0_12 is [<-2.076148]|Att PSSM_0_15 is [-5.883259,4.030860]|Att PSSM_1_12 is [<-2.565546]|Att PSSM_1_19 is [>-1.549917]|Att PSSM_2_7 is [-5.147542,-1.561374]|Att PSSM_2_12 is [<5.995138]|Att PSSM_2_17 is [-4.783327,2.086711]|Att PSSM_3_11 is [-3.289776,3.289776]|Att PSSM_4_2 is [-6.536943,-1.980134]|Att PSSM_4_20 is [-5.371729,4.338215]|1
76:Att PSSM_-4_12 is [-6.383591,2.773083]|Att PSSM_-1_1 is [-2.752174,5.592823]|Att PSSM_0_1 is [>4.938139]|Att PSSM_0_7 is [<-2.698381]|Att PSSM_0_10 is [-1.907769,5.006096]|Att PSSM_1_4 is [>-4.098392]|Att PSSM_2_13 is [<6.602966]|Att PSSM_3_5 is [-6.179448,2.624305]|1
77:Att PSSM_-3_7 is [-6.639939,-1.360061]|Att PSSM_-3_11 is [-6.426925,0.426925]|Att PSSM_0_10 is [>1.602965]|Att PSSM_0_12 is [<-3.486829]|Att PSSM_1_13 is [>-3.571944]|Att PSSM_2_4 is [<1.401361]|Att PSSM_3_20 is [-2.145678,4.839196]|Att PSSM_4_7 is [<-2.613048]|Att PSSM_4_9 is [<4.476441]|Att PSSM_4_15 is [<-0.020323]|1
78:Att PSSM_-3_4 is [<-1.274420]|Att PSSM_0_4 is [-5.492521,-3.104689]|Att PSSM_0_6 is [-4.906170,4.906170]|Att PSSM_0_9 is [<-1.133425]|Att PSSM_0_12 is [-5.776231,-2.186673]|Att PSSM_2_4 is [<2.986483]|Att PSSM_2_5 is [<3.331941]|Att PSSM_3_11 is [-3.203683,1.203683]|Att PSSM_3_17 is [-4.952683,2.952684]|Att PSSM_4_1 is [-0.998971,6.998971]|Att PSSM_4_5 is [-3.442296,5.442296]|Att PSSM_4_12 is [<-2.259264]|Att PSSM_4_15 is [<7.215163]|1
79:Att PSSM_-1_7 is [<0.517142]|Att PSSM_-1_12 is [-5.523837,0.050844]|Att PSSM_-1_14 is [-4.137299,2.202103]|Att PSSM_0_12 is [<-4.742843]|Att PSSM_0_20 is [0.687128,6.169905]|Att PSSM_2_11 is [-5.557310,-0.442690]|Att PSSM_3_12 is [<1.408394]|Att PSSM_3_16 is [-4.849042,2.559197]|1
80:Att PSSM_-4_7 is [-4.941841,0.941841]|Att PSSM_-4_15 is [<1.745871]|Att PSSM_-3_12 is [<-0.624779]|Att PSSM_-2_15 is [-5.186880,3.876785]|Att PSSM_0_2 is [<-3.518081]|Att PSSM_0_3 is [-6.428391,-1.408219]|Att PSSM_0_4 is [<3.888443]|Att PSSM_0_7 is [-4.896409,-2.331237]|Att PSSM_0_12 is [-6.444627,1.677185]|Att PSSM_0_15 is [<4.976137]|Att PSSM_2_18 is [<10.136409]|Att PSSM_3_1 is [0.110858,3.889142]|Att PSSM_4_2 is [<-1.068912]|Att PSSM_4_15 is [<3.794724]|1
81:Att PSSM_-4_8 is [-5.498247,3.498247]|Att PSSM_-2_12 is [<-3.598069]|Att PSSM_-1_4 is [-5.892384,1.691113]|Att PSSM_0_2 is [-6.965652,-3.536738]|Att PSSM_0_10 is [>-0.823674]|Att PSSM_1_15 is [<0.213507]|Att PSSM_2_12 is [<-1.789306]|Att PSSM_3_9 is [>-6.723130]|Att PSSM_3_17 is [<2.493287]|Att PSSM_4_9 is [-3.304346,4.311088]|Att PSSM_4_13 is [-6.859031,5.812994]|Att PSSM_4_18 is [<7.038920]|1
82:Att PSSM_-3_7 is [-6.952852,5.529272]|Att PSSM_-2_4 is [-3.564747,7.564747]|Att PSSM_-1_2 is [-6.850060,2.704946]|Att PSSM_-1_4 is [<-1.901354]|Att PSSM_0_12 is [<-3.792089]|Att PSSM_1_3 is [<-1.891926]|Att PSSM_1_5 is [-0.194937,8.126675]|Att PSSM_4_7 is [-4.927567,0.628857]|1
83:Att PSSM_-1_12 is [-5.888930,-3.134039]|Att PSSM_-1_18 is [-3.811752,9.811752]|Att PSSM_0_6 is [-4.935895,2.935895]|Att PSSM_0_7 is [<-2.592601]|Att PSSM_0_15 is [<1.359481]|Att PSSM_1_10 is [-3.323862,5.323862]|Att PSSM_2_6 is [<-1.591933]|Att PSSM_3_2 is [-6.982795,-1.017205]|Att PSSM_3_6 is [-4.454467,2.454467]|Att PSSM_4_12 is [-5.013427,-0.731659]|1
84:Att PSSM_-4_2 is [-4.895958,3.289413]|Att PSSM_-4_6 is [-4.389030,0.389030]|Att PSSM_-4_17 is [-4.846440,4.846440]|Att PSSM_-1_2 is [<-0.526031]|Att PSSM_-1_9 is [-6.105292,6.105292]|Att PSSM_0_3 is [-6.811931,-1.617956]|Att PSSM_0_7 is [-6.923096,-2.329340]|Att PSSM_1_10 is [-1.065515,3.065515]|Att PSSM_1_17 is [-4.972530,2.813868]|Att PSSM_2_2 is [-3.390863,2.907889]|Att PSSM_2_11 is [<-0.933397]|Att PSSM_3_12 is [<-1.103230]|Att PSSM_4_6 is [-5.796770,-0.203230]|Att PSSM_4_13 is [>-0.619267]|1
85:Att PSSM_-4_14 is [>0.651789]|Att PSSM_-4_17 is [-4.576186,2.663346]|Att PSSM_-2_2 is [<-2.169658]|Att PSSM_-1_12 is [-6.583764,-1.676922]|Att PSSM_0_6 is [<-2.491522]|Att PSSM_1_5 is [-4.312586,9.547106]|Att PSSM_1_7 is [<-1.381180]|Att PSSM_1_9 is [-5.236867,3.721459]|Att PSSM_3_4 is [<3.924374]|Att PSSM_4_6 is [-5.552204,-0.447796]|Att PSSM_4_11 is [-6.992318,0.992318]|1
86:Att PSSM_-3_7 is [-5.402696,1.402695]|Att PSSM_-1_2 is [-4.592614,6.137364]|Att PSSM_-1_5 is [-4.889471,11.598465]|Att PSSM_-1_11 is [-4.366806,5.462694]|Att PSSM_-1_16 is [-3.520303,5.520303]|Att PSSM_0_5 is [0.622742,7.377258]|Att PSSM_0_6 is [-4.796125,-1.358259]|Att PSSM_1_4 is [-7.374600,1.993910]|Att PSSM_1_8 is [<5.426896]|Att PSSM_3_12 is [<-3.330873]|Att PSSM_4_7 is [<-0.131464]|1
87:Att PSSM_-4_16 is [-4.209342,-0.498740]|Att PSSM_-3_11 is [-0.479144,5.119360]|Att PSSM_-2_7 is [-5.307243,-1.163700]|Att PSSM_-1_4 is [-4.288268,-2.526276]|Att PSSM_-1_15 is [<1.834609]|Att PSSM_0_7 is [-6.549732,-2.305008]|Att PSSM_0_12 is [<-1.007367]|Att PSSM_1_12 is [-6.603795,-1.396205]|Att PSSM_2_10 is [<2.582274]|Att PSSM_3_20 is [-3.526974,5.407213]|1
88:Att PSSM_-4_7 is [<-0.391765]|Att PSSM_-3_9 is [<9.344611]|Att PSSM_-3_12 is [<0.805174]|Att PSSM_-1_18 is [-0.003919,10.900169]|Att PSSM_0_3 is [<-0.610401]|Att PSSM_0_12 is [<-3.515696]|Att PSSM_1_4 is [-4.186374,7.767153]|Att PSSM_1_15 is [<-1.732005]|Att PSSM_2_20 is [-6.485814,3.904706]|Att PSSM_3_15 is [<4.015625]|Att PSSM_4_2 is [<-1.552069]|1
89:Att PSSM_-4_7 is [<2.466210]|Att PSSM_-3_6 is [-6.240715,-1.759285]|Att PSSM_-1_15 is [<2.233079]|Att PSSM_0_2 is [-6.934356,-3.065644]|Att PSSM_0_13 is [-1.536367,2.939440]|Att PSSM_0_15 is [<4.852596]|Att PSSM_1_3 is [<-0.498775]|Att PSSM_2_3 is [<3.444397]|Att PSSM_2_9 is [<5.685909]|Att PSSM_3_2 is [-5.582868,5.582868]|Att PSSM_3_12 is [-5.994816,1.332268]|Att PSSM_3_19 is [<4.617100]|Att PSSM_4_6 is [-4.509468,-2.872277]|1
90:Att PSSM_-4_2 is [-6.979055,-1.020944]|Att PSSM_-4_17 is [-3.569721,3.364565]|Att PSSM_-3_13 is [-6.551889,6.762341]|Att PSSM_-2_12 is [-6.337536,-1.662464]|Att PSSM_-1_7 is [-5.955831,-2.044169]|Att PSSM_0_2 is [-5.970008,-2.029992]|Att PSSM_0_3 is [<8.216352]|Att PSSM_0_8 is [-5.152238,-0.074015]|Att PSSM_0_13 is [-0.193308,10.832335]|Att PSSM_0_14 is [<8.419643]|Att PSSM_0_16 is [<1.599118]|Att PSSM_1_7 is [-6.717082,-0.401444]|Att PSSM_1_8 is [<4.556320]|Att PSSM_1_13 is [-2.819105,3.292994]|1
91:Att PSSM_-1_16 is [-4.992844,-0.673106]|Att PSSM_-1_17 is [-2.688559,7.688330]|Att PSSM_0_12 is [-5.963198,-3.170217]|Att PSSM_0_20 is [1.510680,6.489320]|Att PSSM_4_5 is [-2.954022,9.510810]|Att PSSM_4_7 is [<-2.994033]|1
92:Att PSSM_-4_10 is [-4.016384,4.016384]|Att PSSM_-2_17 is [-1.035752,3.253029]|Att PSSM_-1_7 is [<-1.785426]|Att PSSM_-1_20 is [-2.851910,6.851910]|Att PSSM_0_6 is [<-1.489468]|Att PSSM_0_10 is [-4.912004,4.347676]|Att PSSM_0_12 is [<-2.054721]|Att PSSM_1_4 is [<-3.722053]|Att PSSM_1_7 is [<1.088086]|Att PSSM_1_14 is [-6.205679,4.808622]|Att PSSM_2_16 is [-4.777502,-0.323906]|1
93:Att PSSM_-3_4 is [<-0.767261]|Att PSSM_-3_8 is [>0.624769]|Att PSSM_-2_4 is [<7.182312]|Att PSSM_-2_12 is [-5.795358,2.058180]|Att PSSM_-1_13 is [-5.600631,9.578534]|Att PSSM_0_12 is [-5.987872,-2.012128]|Att PSSM_0_15 is [<-2.507844]|Att PSSM_1_12 is [<-1.187347]|Att PSSM_3_18 is [>0.160128]|1
94:Att PSSM_-4_6 is [<3.604061]|Att PSSM_-4_7 is [-4.895898,-1.551666]|Att PSSM_-2_11 is [-3.528444,-2.312190]|Att PSSM_-1_6 is [-4.166773,8.899608]|Att PSSM_0_10 is [-1.936150,6.765795]|Att PSSM_0_12 is [-5.959518,-3.340682]|Att PSSM_1_4 is [<3.618940]|Att PSSM_1_8 is [-5.324244,3.189912]|Att PSSM_1_12 is [<0.732346]|Att PSSM_3_14 is [<8.911402]|Att PSSM_3_18 is [-7.519197,6.382305]|1
95:Att PSSM_-3_2 is [-5.178174,0.984700]|Att PSSM_-3_12 is [-4.299265,6.720738]|Att PSSM_-3_13 is [-3.483914,5.483914]|Att PSSM_-2_14 is [0.678431,4.891393]|Att PSSM_-1_3 is [-4.398120,6.245630]|Att PSSM_-1_13 is [-6.454121,1.236610]|Att PSSM_0_12 is [<-2.619343]|Att PSSM_1_5 is [<7.746427]|Att PSSM_2_12 is [<-1.920065]|Att PSSM_3_10 is [>0.286100]|1
96:Att PSSM_-4_6 is [<-0.931463]|Att PSSM_-4_11 is [<4.793236]|Att PSSM_-3_5 is [-3.799044,5.799044]|Att PSSM_0_1 is [>0.596569]|Att PSSM_0_3 is [<1.188810]|Att PSSM_0_7 is [<-3.738616]|Att PSSM_0_16 is [-0.973725,2.851160]|Att PSSM_1_5 is [<6.997633]|1
97:Att PSSM_0_4 is [<-0.011513]|Att PSSM_0_6 is [-5.826083,-4.561357]|Att PSSM_0_8 is [<0.962419]|Att PSSM_0_11 is [>5.018725]|Att PSSM_1_12 is [<4.181579]|Att PSSM_1_15 is [-6.987385,-1.012615]|Att PSSM_2_2 is [<5.122237]|1
98:Att PSSM_-1_5 is [-3.494150,6.480575]|Att PSSM_0_5 is [0.451871,7.634414]|Att PSSM_0_6 is [<-2.987110]|Att PSSM_0_12 is [<-1.946195]|Att PSSM_3_6 is [<-1.143534]|Att PSSM_4_6 is [-6.264673,-1.735327]|Att PSSM_4_15 is [-4.687136,2.170441]|1
99:Att PSSM_-1_7 is [<-0.058061]|Att PSSM_-1_11 is [-4.071775,4.344302]|Att PSSM_0_7 is [<-2.665430]|Att PSSM_0_9 is [-6.357138,6.504893]|Att PSSM_0_13 is [-3.617894,1.617894]|Att PSSM_1_9 is [<-1.670137]|Att PSSM_1_11 is [-1.415017,5.836279]|Att PSSM_1_12 is [-6.764006,-1.235995]|Att PSSM_1_14 is [<3.744360]|Att PSSM_2_13 is [0.761104,5.296141]|Att PSSM_2_19 is [<5.098991]|1
100:Att PSSM_-3_7 is [-4.715893,-3.837400]|Att PSSM_-2_8 is [<1.918079]|Att PSSM_-2_12 is [-6.034720,-1.965280]|Att PSSM_-2_17 is [<1.859726]|Att PSSM_-1_10 is [>-0.252574]|Att PSSM_0_2 is [<-2.964510]|Att PSSM_0_7 is [<-0.655213]|Att PSSM_1_11 is [<2.917131]|Att PSSM_3_12 is [-6.562143,-1.437857]|1
101:Att PSSM_-4_12 is [<4.422592]|Att PSSM_-1_14 is [-4.742754,5.704527]|Att PSSM_0_6 is [-6.005502,-3.836962]|Att PSSM_0_10 is [-2.148592,4.138740]|Att PSSM_1_15 is [<0.908776]|Att PSSM_1_20 is [>3.816045]|1
102:Att PSSM_-4_17 is [-5.214167,5.416877]|Att PSSM_-2_20 is [>0.057186]|Att PSSM_0_2 is [-6.991460,-3.874238]|Att PSSM_0_11 is [-2.432195,2.754393]|Att PSSM_0_12 is [-6.654523,-2.209344]|Att PSSM_0_15 is [<0.411159]|Att PSSM_1_10 is [>-2.795061]|Att PSSM_1_12 is [-3.651308,3.651308]|Att PSSM_2_6 is [-6.863649,-1.136350]|Att PSSM_4_6 is [<2.765796]|1
103:Att PSSM_-1_16 is [-5.342867,2.617006]|Att PSSM_0_2 is [<-2.566611]|Att PSSM_0_4 is [-7.519192,-2.480808]|Att PSSM_0_20 is [>-1.242313]|Att PSSM_1_13 is [<4.693802]|Att PSSM_3_12 is [<-2.441840]|Att PSSM_3_15 is [<4.016167]|Att PSSM_4_6 is [-5.665180,1.665180]|Att PSSM_4_7 is [-6.332277,0.332277]|Att PSSM_4_11 is [2.044580,5.955420]|Att PSSM_4_20 is [-2.991947,0.420993]|1
104:Att PSSM_-2_10 is [>-2.657532]|Att PSSM_0_5 is [>-0.378258]|Att PSSM_0_6 is [<1.920504]|Att PSSM_0_12 is [<-2.976961]|Att PSSM_0_20 is [-0.767496,4.767496]|Att PSSM_1_2 is [<3.710433]|Att PSSM_1_12 is [<-1.270310]|Att PSSM_1_14 is [>-1.929426]|Att PSSM_2_2 is [>-3.208652]|Att PSSM_2_18 is [<4.991581]|Att PSSM_3_5 is [-4.533594,4.533594]|Att PSSM_3_12 is [<6.423457]|1
105:Att PSSM_-4_6 is [-4.552483,8.096260]|Att PSSM_-3_3 is [-6.952054,-0.809303]|Att PSSM_-2_1 is [<3.160342]|Att PSSM_-1_7 is [<3.929529]|Att PSSM_-1_9 is [<8.555687]|Att PSSM_-1_19 is [-2.984658,7.075071]|Att PSSM_0_7 is [<-4.916016]|Att PSSM_0_8 is [<3.587069]|Att PSSM_0_10 is [>0.321831]|Att PSSM_0_19 is [-4.544106,7.742625]|Att PSSM_0_20 is [>-2.995813]|Att PSSM_3_10 is [0.522309,7.111602]|1
106:Att PSSM_-4_2 is [<3.907929]|Att PSSM_-3_7 is [-4.368851,-2.008864]|Att PSSM_-2_15 is [-5.551306,-0.448694]|Att PSSM_-1_15 is [<-1.145726]|Att PSSM_0_6 is [<-2.360559]|Att PSSM_0_14 is [-5.865583,4.804168]|Att PSSM_2_6 is [-6.020637,-1.979363]|Att PSSM_3_19 is [-3.795015,3.551167]|Att PSSM_3_20 is [-2.379358,3.131265]|Att PSSM_4_7 is [-4.145947,-0.042412]|Att PSSM_4_15 is [-5.244622,-0.755378]|1
107:Att PSSM_0_1 is [3.160433,6.590406]|Att PSSM_0_7 is [-4.531484,-1.289896]|Att PSSM_0_16 is [-5.113019,1.890621]|Att PSSM_1_12 is [-6.331596,4.458531]|Att PSSM_2_5 is [-2.885426,9.459127]|Att PSSM_3_15 is [-5.133575,-2.357891]|Att PSSM_4_2 is [-6.941022,6.435192]|Att PSSM_4_4 is [-5.309165,-2.688360]|Att PSSM_4_5 is [<8.648404]|Att PSSM_4_15 is [<5.610775]|1
108:Att PSSM_-4_2 is [-6.077181,-1.922819]|Att PSSM_-3_3 is [<6.263688]|Att PSSM_-3_7 is [<-2.224439]|Att PSSM_-2_14 is [>-2.530335]|Att PSSM_0_4 is [-7.301006,-2.698994]|Att PSSM_0_5 is [>-2.305449]|Att PSSM_0_18 is [-7.146337,7.146337]|Att PSSM_1_20 is [>-0.282600]|Att PSSM_2_12 is [-6.435884,3.486319]|Att PSSM_4_9 is [-5.294894,-0.705106]|1
109:Att PSSM_-4_7 is [-6.583048,0.583048]|Att PSSM_-3_9 is [<5.405195]|Att PSSM_0_4 is [-7.840547,-2.713258]|Att PSSM_0_12 is [<-2.597958]|Att PSSM_0_15 is [<7.581521]|Att PSSM_0_16 is [>-5.425903]|Att PSSM_3_6 is [<-1.331913]|Att PSSM_4_1 is [>4.432470]|1
110:Att PSSM_-4_6 is [>-6.656854]|Att PSSM_-3_4 is [-5.371890,3.188309]|Att PSSM_-3_12 is [-6.408691,-1.243647]|Att PSSM_-2_19 is [-6.974300,6.834234]|Att PSSM_-1_5 is [-5.720790,-1.228227]|Att PSSM_-1_12 is [<-2.814943]|Att PSSM_0_9 is [-6.375930,1.392918]|Att PSSM_0_12 is [<-2.140425]|Att PSSM_1_5 is [-3.030499,10.190065]|Att PSSM_3_7 is [-5.903709,-1.720981]|Att PSSM_4_7 is [<1.072203]|1
111:Att PSSM_0_2 is [<-2.419907]|Att PSSM_0_5 is [-0.137041,7.258456]|Att PSSM_0_7 is [-6.506337,-1.493663]|Att PSSM_1_20 is [>1.683798]|Att PSSM_2_4 is [<-2.523750]|Att PSSM_3_9 is [<4.932755]|1
112:Att PSSM_-4_12 is [-5.167385,-0.832615]|Att PSSM_-1_3 is [-6.408059,2.408059]|Att PSSM_0_7 is [<-4.673523]|Att PSSM_0_10 is [-2.175660,6.175660]|Att PSSM_0_14 is [>0.998315]|Att PSSM_0_15 is [<-2.319531]|Att PSSM_1_1 is [-5.632442,2.314364]|Att PSSM_2_9 is [<5.429118]|Att PSSM_2_14 is [-2.474297,5.996737]|Att PSSM_3_10 is [-3.042251,7.042251]|Att PSSM_3_15 is [-5.912191,-0.087809]|1
113:Att PSSM_-4_2 is [-5.879400,1.879400]|Att PSSM_-3_7 is [-1.086150,-0.142886]|Att PSSM_-2_7 is [-5.093946,5.293337]|Att PSSM_0_12 is [<-2.663785]|Att PSSM_0_13 is [>-2.931912]|Att PSSM_0_18 is [<5.117958]|Att PSSM_0_19 is [-5.568584,1.925942]|Att PSSM_1_4 is [<-2.948177]|Att PSSM_1_15 is [<6.828465]|Att PSSM_2_14 is [-2.726182,8.726182]|1
114:Att PSSM_-3_12 is [-4.884520,-2.853972]|Att PSSM_-2_2 is [-5.137137,-1.172851]|Att PSSM_-2_13 is [-6.678620,5.871862]|Att PSSM_-1_7 is [-6.173883,-0.025813]|Att PSSM_-1_10 is [>1.786078]|Att PSSM_0_3 is [-3.262761,4.969744]|Att PSSM_0_12 is [-4.570945,-2.013765]|Att PSSM_1_13 is [-5.795993,8.005786]|Att PSSM_3_17 is [-1.573789,4.117049]|1
115:Att PSSM_-3_2 is [-6.139765,-1.860235]|Att PSSM_-3_5 is [-6.828715,4.711534]|Att PSSM_-2_8 is [<1.715158]|Att PSSM_-1_18 is [<9.749086]|Att PSSM_0_4 is [<-1.004010]|Att PSSM_0_12 is [<-2.397910]|Att PSSM_0_13 is [-3.245411,8.838641]|Att PSSM_1_6 is [-6.794276,-1.205724]|Att PSSM_3_14 is [-1.079632,-0.014914]|Att PSSM_3_16 is [-3.605310,3.605310]|Att PSSM_4_15 is [<-1.648374]|1
116:Att PSSM_-2_2 is [<2.437631]|Att PSSM_-2_7 is [<-2.545708]|Att PSSM_0_4 is [<-3.707853]|Att PSSM_1_8 is [>-1.107712]|Att PSSM_1_12 is [-6.134964,-2.945851]|Att PSSM_1_17 is [-2.324814,4.468591]|Att PSSM_2_4 is [-5.675230,1.675230]|Att PSSM_2_12 is [<3.924625]|Att PSSM_3_12 is [<-1.632956]|Att PSSM_4_14 is [<7.388307]|1
117:Att PSSM_-4_8 is [-4.496835,6.496835]|Att PSSM_0_2 is [<-0.154295]|Att PSSM_0_7 is [-6.332927,-3.460573]|Att PSSM_0_14 is [>-6.529229]|Att PSSM_0_15 is [-6.849226,2.849226]|Att PSSM_0_16 is [-4.730078,3.993325]|Att PSSM_1_11 is [-2.531619,6.192078]|Att PSSM_3_8 is [<2.571859]|Att PSSM_3_11 is [<2.593872]|Att PSSM_3_12 is [<-0.271659]|Att PSSM_4_12 is [<-2.906101]|Att PSSM_4_16 is [-1.432089,5.432089]|1
118:Att PSSM_-4_4 is [<0.362578]|Att PSSM_-3_6 is [>-5.794346]|Att PSSM_-2_7 is [-5.031384,-3.541581]|Att PSSM_-2_15 is [<3.596645]|Att PSSM_0_2 is [<-1.805134]|Att PSSM_0_4 is [-7.328721,-2.671279]|Att PSSM_0_8 is [-2.645713,1.607555]|Att PSSM_0_9 is [-4.488861,0.414230]|Att PSSM_0_12 is [<-1.805933]|Att PSSM_1_16 is [-4.018390,4.018390]|Att PSSM_2_15 is [-6.067800,3.341034]|Att PSSM_3_15 is [<3.838738]|Att PSSM_4_15 is [-6.554984,2.554984]|1
119:Att PSSM_-4_7 is [-6.851086,1.547517]|Att PSSM_-3_15 is [<3.677783]|Att PSSM_-2_12 is [<-2.856679]|Att PSSM_-1_1 is [-3.667833,5.667833]|Att PSSM_-1_5 is [<4.736011]|Att PSSM_-1_11 is [-4.087420,5.051590]|Att PSSM_-1_12 is [-4.085096,0.085096]|Att PSSM_0_1 is [-0.232835,4.814754]|Att PSSM_0_4 is [-6.064344,-1.935656]|Att PSSM_0_12 is [<-3.216573]|Att PSSM_0_14 is [<1.351092]|1
120:Att PSSM_-4_17 is [<3.333604]|Att PSSM_-4_19 is [-1.826273,8.075828]|Att PSSM_-3_5 is [-4.803151,4.803151]|Att PSSM_-3_7 is [-5.407785,-0.592215]|Att PSSM_0_3 is [-6.861638,-1.138362]|Att PSSM_0_12 is [-6.129730,-1.870270]|Att PSSM_0_19 is [<3.180059]|Att PSSM_1_11 is [-3.175615,6.215744]|Att PSSM_1_18 is [0.671061,8.513659]|Att PSSM_2_7 is [<6.659147]|Att PSSM_3_4 is [<-0.823256]|Att PSSM_4_5 is [<3.928467]|Att PSSM_4_18 is [<7.611859]|1
121:Att PSSM_-3_11 is [<1.995492]|Att PSSM_-2_18 is [>1.473245]|Att PSSM_-1_15 is [<8.739047]|Att PSSM_0_5 is [-1.510771,9.332235]|Att PSSM_0_12 is [-6.729298,-3.282071]|Att PSSM_4_8 is [-5.873507,4.321820]|1
122:Att PSSM_-4_12 is [-5.690475,3.690475]|Att PSSM_-4_20 is [-4.852936,4.802580]|Att PSSM_-3_18 is [-3.548573,8.362373]|Att PSSM_-2_7 is [<-0.809528]|Att PSSM_-1_19 is [-6.225869,7.970822]|Att PSSM_0_2 is [<-2.575157]|Att PSSM_0_7 is [<-1.567348]|Att PSSM_1_4 is [<-1.553559]|Att PSSM_2_2 is [<-1.290880]|Att PSSM_2_14 is [>-2.191368]|Att PSSM_3_12 is [-4.183712,-2.395880]|1
123:Att PSSM_-4_11 is [<3.146807]|Att PSSM_-3_7 is [<1.522209]|Att PSSM_-2_1 is [<5.102079]|Att PSSM_-1_6 is [<1.120595]|Att PSSM_0_4 is [-7.614286,-4.204200]|Att PSSM_0_9 is [<-4.511233]|Att PSSM_0_18 is [>-2.608828]|Att PSSM_3_20 is [>-1.455467]|1
124:Att PSSM_-4_4 is [<-1.556423]|Att PSSM_-2_12 is [-6.277241,-1.220641]|Att PSSM_-1_10 is [>-0.840942]|Att PSSM_-1_19 is [<5.367521]|Att PSSM_0_7 is [<-3.275978]|Att PSSM_0_12 is [-6.448924,6.711367]|Att PSSM_1_15 is [-6.947033,-1.052967]|Att PSSM_1_16 is [>-5.731270]|Att PSSM_2_16 is [<1.301298]|Att PSSM_3_4 is [<-1.685950]|Att PSSM_4_12 is [<0.845398]|1
125:Att PSSM_-1_12 is [<-0.838926]|Att PSSM_-1_13 is [<4.267271]|Att PSSM_0_12 is [<-3.005445]|Att PSSM_1_4 is [-6.387501,-4.152628]|Att PSSM_2_12 is [-5.303995,4.378142]|Att PSSM_3_7 is [<-1.782080]|Att PSSM_3_11 is [-3.401870,3.627454]|Att PSSM_4_11 is [<5.207456]|1
126:Att PSSM_-3_18 is [<3.704514]|Att PSSM_-2_6 is [<-2.168916]|Att PSSM_-1_5 is [-5.257721,4.034246]|Att PSSM_-1_12 is [<-2.281153]|Att PSSM_-1_13 is [-3.144254,9.713181]|Att PSSM_0_12 is [<-0.757647]|Att PSSM_0_13 is [-6.795325,10.853787]|Att PSSM_1_10 is [-3.148346,6.214712]|Att PSSM_2_6 is [<-2.732691]|Att PSSM_3_9 is [<7.777690]|Att PSSM_4_2 is [<-3.405774]|1
127:Att PSSM_-4_12 is [<-2.738560]|Att PSSM_-3_7 is [-6.551103,0.551103]|Att PSSM_-2_20 is [-1.701955,5.487649]|Att PSSM_-1_6 is [-4.012103,8.606131]|Att PSSM_-1_11 is [<2.139025]|Att PSSM_0_4 is [-5.132008,-0.867992]|Att PSSM_0_7 is [<-2.605862]|Att PSSM_0_12 is [-6.153579,-1.849990]|Att PSSM_1_7 is [-6.906308,-1.146428]|Att PSSM_2_6 is [-5.797701,1.171250]|Att PSSM_3_6 is [-6.282505,-0.165682]|Att PSSM_3_12 is [-6.144368,3.699353]|Att PSSM_4_5 is [<2.734103]|Att PSSM_4_19 is [-6.051848,4.924605]|1
128:Att PSSM_-4_12 is [<-0.071903]|Att PSSM_-1_2 is [-6.117333,6.638513]|Att PSSM_-1_13 is [-2.299018,4.845714]|Att PSSM_0_4 is [<5.386013]|Att PSSM_0_12 is [<-3.949434]|Att PSSM_1_20 is [0.983749,5.487689]|Att PSSM_3_19 is [<4.670152]|Att PSSM_4_12 is [-6.292634,-1.217390]|1
129:Att PSSM_-4_2 is [<3.544322]|Att PSSM_-3_10 is [>-3.810166]|Att PSSM_-3_11 is [-3.079351,5.119584]|Att PSSM_-2_11 is [<6.791351]|Att PSSM_-2_12 is [-6.514372,5.052646]|Att PSSM_-1_7 is [-5.365464,1.805509]|Att PSSM_-1_18 is [-2.779251,6.719061]|Att PSSM_0_2 is [<-1.568062]|Att PSSM_0_4 is [-7.962478,-4.358296]|Att PSSM_1_6 is [-5.735327,6.021308]|Att PSSM_1_8 is [<2.470345]|Att PSSM_1_18 is [-3.717391,7.717391]|1
130:Att PSSM_-4_7 is [<-0.554547]|Att PSSM_-2_7 is [-5.761182,4.770669]|Att PSSM_-1_5 is [-5.503541,6.831460]|Att PSSM_0_1 is [3.010807,6.606817]|Att PSSM_0_6 is [<-1.296406]|Att PSSM_4_13 is [1.404680,10.999429]|1
131:Att PSSM_-2_10 is [<7.652009]|Att PSSM_-2_15 is [-5.783410,-0.216590]|Att PSSM_-1_10 is [>-0.830847]|Att PSSM_0_4 is [-7.766635,0.106247]|Att PSSM_0_12 is [-5.586223,-1.685327]|Att PSSM_1_15 is [<-0.263498]|Att PSSM_1_16 is [-0.663605,4.301128]|Att PSSM_2_12 is [-6.002671,-1.997329]|Att PSSM_2_16 is [<3.261825]|Att PSSM_3_12 is [<-1.355241]|Att PSSM_4_7 is [<-1.932684]|Att PSSM_4_19 is [-5.084920,7.231434]|1
132:Att PSSM_-4_18 is [-7.801025,1.801025]|Att PSSM_-3_6 is [-4.740235,4.850486]|Att PSSM_-1_5 is [0.837429,4.138832]|Att PSSM_0_7 is [<-2.780769]|Att PSSM_0_15 is [-6.191548,5.033626]|Att PSSM_0_20 is [-3.518376,4.621727]|Att PSSM_1_7 is [<-1.494002]|Att PSSM_1_13 is [<3.313672]|Att PSSM_1_18 is [-4.665534,-1.308091]|Att PSSM_4_4 is [-6.386094,2.817101]|1
133:Att PSSM_-3_8 is [<-0.490244]|Att PSSM_-1_4 is [-7.712463,0.296938]|Att PSSM_-1_5 is [-3.098073,10.367184]|Att PSSM_0_6 is [<-2.316267]|Att PSSM_0_12 is [<-0.250964]|Att PSSM_1_5 is [0.832246,7.656030]|Att PSSM_1_14 is [-2.575136,4.673012]|Att PSSM_2_15 is [-5.684891,1.583424]|Att PSSM_2_17 is [<4.109246]|Att PSSM_4_6 is [-5.806832,8.060859]|1
134:Att PSSM_-3_12 is [-4.904083,-1.095917]|Att PSSM_-3_15 is [<2.094119]|Att PSSM_-2_17 is [-5.722644,1.491603]|Att PSSM_-1_7 is [<-0.888126]|Att PSSM_-1_14 is [<2.933591]|Att PSSM_0_4 is [-7.655819,-3.357736]|Att PSSM_0_19 is [<5.281908]|Att PSSM_1_7 is [<-2.255629]|Att PSSM_2_6 is [-4.171083,6.171083]|Att PSSM_2_15 is [<2.583319]|Att PSSM_3_9 is [-4.856937,2.900434]|Att PSSM_3_16 is [-5.576816,4.030235]|Att PSSM_4_3 is [>-3.334114]|Att PSSM_4_12 is [-5.122297,-1.774690]|1
135:Att PSSM_-4_4 is [<2.947766]|Att PSSM_-4_6 is [<-0.170429]|Att PSSM_-3_12 is [<1.328922]|Att PSSM_-3_13 is [0.237677,5.020795]|Att PSSM_-2_1 is [<4.474346]|Att PSSM_0_2 is [-5.929474,-2.070526]|Att PSSM_0_4 is [<1.441532]|Att PSSM_0_15 is [-6.437512,-1.562487]|Att PSSM_0_19 is [-4.360092,3.479462]|Att PSSM_1_4 is [-4.812674,0.812674]|Att PSSM_1_14 is [-2.052436,2.868359]|Att PSSM_4_14 is [-6.223526,-1.776474]|1
136:Att PSSM_-3_6 is [-5.842172,-0.157829]|Att PSSM_-2_2 is [-2.810608,7.860847]|Att PSSM_-2_5 is [<1.615286]|Att PSSM_-2_18 is [<6.510883]|Att PSSM_0_4 is [-6.235779,-1.764221]|Att PSSM_0_8 is [-6.163383,0.163383]|Att PSSM_0_12 is [<-2.035310]|Att PSSM_1_4 is [-6.378988,-0.500788]|Att PSSM_2_6 is [>-6.703465]|Att PSSM_2_16 is [-4.453982,1.873824]|Att PSSM_3_1 is [1.240332,6.937984]|Att PSSM_3_15 is [-5.675406,4.065480]|Att PSSM_4_8 is [<3.932852]|Att PSSM_4_12 is [<-1.805665]|1
137:Att PSSM_-2_7 is [<-1.530139]|Att PSSM_-1_7 is [<2.816747]|Att PSSM_-1_14 is [>-4.597896]|Att PSSM_0_4 is [<-0.012213]|Att PSSM_0_6 is [-5.622495,-2.882933]|Att PSSM_0_10 is [>4.119181]|Att PSSM_0_12 is [<-0.085106]|Att PSSM_3_11 is [-6.172461,1.871653]|Att PSSM_4_7 is [<-0.912897]|Att PSSM_4_18 is [-5.153728,9.609780]|1
138:Att PSSM_-3_7 is [-4.468290,-1.310487]|Att PSSM_-2_6 is [<5.966684]|Att PSSM_-2_7 is [<4.310877]|Att PSSM_-2_9 is [-6.862957,-1.137043]|Att PSSM_-1_2 is [<2.533072]|Att PSSM_-1_12 is [-6.214581,-1.785419]|Att PSSM_-1_13 is [-0.515939,8.515939]|Att PSSM_0_3 is [-5.285917,-2.550117]|Att PSSM_0_7 is [-6.567939,-1.432061]|Att PSSM_1_7 is [<-0.748492]|Att PSSM_2_9 is [<0.927040]|Att PSSM_2_12 is [-6.080325,3.384190]|Att PSSM_3_12 is [<-0.997656]|1
139:Att PSSM_-3_19 is [<7.001983]|Att PSSM_-2_18 is [<7.022484]|Att PSSM_-1_3 is [-6.951599,-1.931736]|Att PSSM_0_7 is [<-4.089454]|Att PSSM_0_14 is [<4.060974]|Att PSSM_1_17 is [-5.260859,3.485161]|Att PSSM_1_18 is [<3.868416]|Att PSSM_1_20 is [-2.504000,5.689710]|Att PSSM_2_14 is [-6.291072,8.862194]|Att PSSM_4_6 is [-5.315623,-0.684377]|1
140:Att PSSM_-4_12 is [-6.284325,-1.715675]|Att PSSM_-3_9 is [<-4.125954]|Att PSSM_-3_20 is [>1.517849]|Att PSSM_0_12 is [-5.230729,-3.162642]|Att PSSM_0_18 is [<4.235769]|Att PSSM_3_5 is [-5.221458,9.148875]|Att PSSM_4_9 is [<3.385963]|1
141:Att PSSM_-4_7 is [<-0.840487]|Att PSSM_-4_20 is [-3.859289,5.859289]|Att PSSM_-2_15 is [<2.987772]|Att PSSM_-1_7 is [-4.777270,0.777270]|Att PSSM_-1_17 is [>-4.470838]|Att PSSM_-1_18 is [1.384355,11.960653]|Att PSSM_0_4 is [<0.764515]|Att PSSM_0_12 is [<-1.798948]|Att PSSM_1_4 is [<-2.898007]|Att PSSM_1_15 is [<1.692250]|Att PSSM_2_15 is [-5.680396,-0.319604]|Att PSSM_4_9 is [<0.687574]|1
142:Att PSSM_-3_2 is [-4.320755,1.605637]|Att PSSM_-3_12 is [<3.714831]|Att PSSM_0_5 is [-5.716259,3.067860]|Att PSSM_0_12 is [<-2.603443]|Att PSSM_0_15 is [-6.102584,-2.219658]|Att PSSM_1_14 is [-5.922629,7.143813]|Att PSSM_1_15 is [<-0.980326]|Att PSSM_2_4 is [<3.093233]|Att PSSM_3_1 is [2.617621,6.020147]|Att PSSM_4_7 is [<-0.474024]|Att PSSM_4_10 is [>-4.194264]|1
143:Att PSSM_-4_2 is [<-0.217803]|Att PSSM_-4_3 is [-5.900403,8.844956]|Att PSSM_-4_12 is [-5.820141,0.135884]|Att PSSM_-4_18 is [<-3.177540]|Att PSSM_-3_4 is [-6.065510,1.667568]|Att PSSM_-3_6 is [<-0.808021]|Att PSSM_-3_15 is [<8.922883]|Att PSSM_-2_18 is [<5.414459]|Att PSSM_-1_5 is [-2.023136,5.621774]|Att PSSM_0_12 is [<-2.372397]|Att PSSM_1_15 is [-5.319294,-0.680706]|Att PSSM_3_12 is [-5.811237,-1.766891]|Att PSSM_4_7 is [-6.693346,-1.306654]|1
144:Att PSSM_-4_1 is [>-5.522463]|Att PSSM_-4_5 is [<5.939352]|Att PSSM_-4_7 is [<2.005207]|Att PSSM_-2_18 is [>-2.190133]|Att PSSM_-1_9 is [<5.521616]|Att PSSM_0_5 is [-2.688514,4.955267]|Att PSSM_0_6 is [<-2.878283]|Att PSSM_1_7 is [-6.196382,0.196382]|Att PSSM_1_15 is [<-0.856704]|Att PSSM_2_10 is [-2.083197,4.735918]|Att PSSM_2_12 is [<-1.342747]|1
145:Att PSSM_-4_14 is [-3.110071,3.110071]|Att PSSM_-1_14 is [<3.637352]|Att PSSM_0_7 is [-4.492958,-3.732627]|Att PSSM_2_8 is [<3.687216]|Att PSSM_3_12 is [-4.887580,-1.112420]|Att PSSM_3_14 is [-1.233049,7.233049]|Att PSSM_4_8 is [-6.378304,2.627898]|Att PSSM_4_10 is [0.869201,5.130799]|1
146:Att PSSM_-1_7 is [<0.861948]|Att PSSM_0_12 is [-6.392541,-3.576000]|Att PSSM_0_15 is [<2.208520]|Att PSSM_1_18 is [>-4.680343]|Att PSSM_2_19 is [-1.901615,7.637119]|Att PSSM_3_10 is [-2.790675,3.025636]|Att PSSM_4_12 is [-5.842930,-0.755199]|1
147:Att PSSM_-2_4 is [-6.419895,0.285075]|Att PSSM_-2_5 is [-2.563993,8.904799]|Att PSSM_-2_8 is [<6.747010]|Att PSSM_-1_8 is [<4.974437]|Att PSSM_-1_12 is [-5.646731,-0.353268]|Att PSSM_0_7 is [-6.870161,-1.129839]|Att PSSM_0_9 is [<1.746865]|Att PSSM_0_14 is [-2.618889,2.608486]|Att PSSM_1_12 is [<-2.532025]|Att PSSM_2_2 is [<-2.685845]|1
148:Att PSSM_-4_3 is [-0.581788,5.376886]|Att PSSM_-4_4 is [0.024940,5.975060]|Att PSSM_-4_20 is [-3.080763,5.080763]|Att PSSM_-3_9 is [<9.412058]|Att PSSM_0_7 is [-6.421862,-3.075229]|Att PSSM_0_20 is [-1.468531,6.469564]|Att PSSM_3_11 is [-1.120119,2.992844]|Att PSSM_4_12 is [-6.987423,-0.297721]|1
149:Att PSSM_-4_12 is [<-0.665881]|Att PSSM_0_1 is [>1.253090]|Att PSSM_0_6 is [<-2.497581]|Att PSSM_1_1 is [-2.011240,6.723928]|Att PSSM_1_9 is [<8.070755]|Att PSSM_1_13 is [-3.794556,7.492939]|Att PSSM_2_13 is [-1.634408,9.704318]|Att PSSM_4_1 is [-1.644873,4.932610]|Att PSSM_4_15 is [-5.292331,-1.295597]|1
150:Att PSSM_-3_3 is [<4.180943]|Att PSSM_-3_4 is [-5.887915,-0.102158]|Att PSSM_0_1 is [>3.152243]|Att PSSM_0_12 is [<-1.846667]|Att PSSM_0_15 is [-5.745023,1.745023]|Att PSSM_0_19 is [-5.666467,0.383792]|Att PSSM_1_3 is [<-2.302254]|Att PSSM_3_4 is [-6.526691,-1.780155]|Att PSSM_4_6 is [-5.073099,5.838588]|Att PSSM_4_15 is [<2.336049]|1
151:Att PSSM_-4_12 is [<-1.722690]|Att PSSM_-2_6 is [<3.859925]|Att PSSM_-2_14 is [-2.926842,4.926842]|Att PSSM_-2_18 is [<5.797933]|Att PSSM_-2_20 is [1.854736,5.026846]|Att PSSM_-1_11 is [-4.190014,5.905554]|Att PSSM_0_7 is [-6.895146,-2.448500]|Att PSSM_0_10 is [-2.661804,5.124858]|Att PSSM_1_4 is [-7.484131,-2.515869]|Att PSSM_1_6 is [<2.776016]|1
152:Default rule -> 0


Train accuracy : 0.794573
Train error : 0.205427
Train not classified : 0.000000
Train For each class:
0: accuracy : 149715
0: error : 14365
0: not classified : 0
1: accuracy : 36722
1: error : 33836
1: not classified : 0
Train Confusion Matrix. Row real class, Column predicted class
0	1	
149715	14365	
33836	36722	
Performance of each classifier:
Classifier 0: 245/261=93.869732%
Classifier 1: 320/333=96.096096%
Classifier 2: 502/560=89.642857%
Classifier 3: 794/864=91.898148%
Classifier 4: 334/383=87.206266%
Classifier 5: 526/607=86.655684%
Classifier 6: 268/299=89.632107%
Classifier 7: 525/597=87.939698%
Classifier 8: 519/598=86.789298%
Classifier 9: 224/265=84.528302%
Classifier 10: 283/319=88.714734%
Classifier 11: 472/533=88.555347%
Classifier 12: 592/677=87.444609%
Classifier 13: 270/323=83.591331%
Classifier 14: 275/320=85.937500%
Classifier 15: 231/267=86.516854%
Classifier 16: 249/294=84.693878%
Classifier 17: 356/433=82.217090%
Classifier 18: 296/358=82.681564%
Classifier 19: 370/459=80.610022%
Classifier 20: 255/301=84.717608%
Classifier 21: 320/391=81.841432%
Classifier 22: 278/340=81.764706%
Classifier 23: 228/287=79.442509%
Classifier 24: 260/320=81.250000%
Classifier 25: 305/365=83.561644%
Classifier 26: 287/365=78.630137%
Classifier 27: 261/331=78.851964%
Classifier 28: 336/425=79.058824%
Classifier 29: 224/268=83.582090%
Classifier 30: 293/377=77.718833%
Classifier 31: 249/305=81.639344%
Classifier 32: 313/393=79.643766%
Classifier 33: 387/469=82.515991%
Classifier 34: 305/380=80.263158%
Classifier 35: 197/265=74.339623%
Classifier 36: 289/390=74.102564%
Classifier 37: 271/341=79.472141%
Classifier 38: 299/382=78.272251%
Classifier 39: 406/497=81.690141%
Classifier 40: 198/265=74.716981%
Classifier 41: 548/717=76.429568%
Classifier 42: 197/249=79.116466%
Classifier 43: 370/512=72.265625%
Classifier 44: 303/410=73.902439%
Classifier 45: 310/407=76.167076%
Classifier 46: 268/350=76.571429%
Classifier 47: 244/319=76.489028%
Classifier 48: 277/367=75.476839%
Classifier 49: 218/298=73.154362%
Classifier 50: 187/256=73.046875%
Classifier 51: 387/483=80.124224%
Classifier 52: 273/355=76.901408%
Classifier 53: 372/481=77.338877%
Classifier 54: 277/363=76.308540%
Classifier 55: 237/325=72.923077%
Classifier 56: 225/302=74.503311%
Classifier 57: 242/326=74.233129%
Classifier 58: 274/363=75.482094%
Classifier 59: 247/335=73.731343%
Classifier 60: 297/393=75.572519%
Classifier 61: 330/462=71.428571%
Classifier 62: 248/343=72.303207%
Classifier 63: 178/259=68.725869%
Classifier 64: 173/245=70.612245%
Classifier 65: 228/330=69.090909%
Classifier 66: 202/277=72.924188%
Classifier 67: 225/322=69.875776%
Classifier 68: 206/286=72.027972%
Classifier 69: 219/297=73.737374%
Classifier 70: 348/508=68.503937%
Classifier 71: 201/301=66.777409%
Classifier 72: 224/318=70.440252%
Classifier 73: 445/610=72.950820%
Classifier 74: 169/243=69.547325%
Classifier 75: 248/341=72.727273%
Classifier 76: 166/230=72.173913%
Classifier 77: 176/247=71.255061%
Classifier 78: 198/272=72.794118%
Classifier 79: 309/487=63.449692%
Classifier 80: 219/329=66.565350%
Classifier 81: 297/437=67.963387%
Classifier 82: 182/272=66.911765%
Classifier 83: 162/240=67.500000%
Classifier 84: 174/268=64.925373%
Classifier 85: 153/227=67.400881%
Classifier 86: 210/330=63.636364%
Classifier 87: 200/290=68.965517%
Classifier 88: 260/384=67.708333%
Classifier 89: 306/467=65.524625%
Classifier 90: 207/323=64.086687%
Classifier 91: 186/296=62.837838%
Classifier 92: 219/326=67.177914%
Classifier 93: 150/215=69.767442%
Classifier 94: 240/385=62.337662%
Classifier 95: 183/294=62.244898%
Classifier 96: 194/299=64.882943%
Classifier 97: 157/230=68.260870%
Classifier 98: 161/244=65.983607%
Classifier 99: 201/326=61.656442%
Classifier 100: 140/209=66.985646%
Classifier 101: 150/246=60.975610%
Classifier 102: 149/231=64.502165%
Classifier 103: 150/219=68.493151%
Classifier 104: 171/269=63.568773%
Classifier 105: 174/265=65.660377%
Classifier 106: 141/230=61.304348%
Classifier 107: 165/245=67.346939%
Classifier 108: 193/318=60.691824%
Classifier 109: 160/263=60.836502%
Classifier 110: 359/584=61.472603%
Classifier 111: 147/233=63.090129%
Classifier 112: 150/235=63.829787%
Classifier 113: 176/287=61.324042%
Classifier 114: 137/231=59.307359%
Classifier 115: 126/233=54.077253%
Classifier 116: 161/234=68.803419%
Classifier 117: 204/315=64.761905%
Classifier 118: 250/418=59.808612%
Classifier 119: 151/257=58.754864%
Classifier 120: 219/374=58.556150%
Classifier 121: 179/300=59.666667%
Classifier 122: 169/260=65.000000%
Classifier 123: 134/241=55.601660%
Classifier 124: 155/253=61.264822%
Classifier 125: 147/233=63.090129%
Classifier 126: 130/217=59.907834%
Classifier 127: 301/500=60.200000%
Classifier 128: 159/280=56.785714%
Classifier 129: 213/380=56.052632%
Classifier 130: 138/223=61.883408%
Classifier 131: 182/310=58.709677%
Classifier 132: 148/255=58.039216%
Classifier 133: 154/281=54.804270%
Classifier 134: 141/246=57.317073%
Classifier 135: 163/294=55.442177%
Classifier 136: 172/279=61.648746%
Classifier 137: 140/237=59.071730%
Classifier 138: 136/233=58.369099%
Classifier 139: 245/429=57.109557%
Classifier 140: 193/344=56.104651%
Classifier 141: 124/214=57.943925%
Classifier 142: 260/492=52.845528%
Classifier 143: 164/279=58.781362%
Classifier 144: 171/297=57.575758%
Classifier 145: 117/208=56.250000%
Classifier 146: 179/312=57.371795%
Classifier 147: 184/321=57.320872%
Classifier 148: 118/223=52.914798%
Classifier 149: 142/239=59.414226%
Classifier 150: 149/218=68.348624%
Classifier 151: 123/215=57.209302%
Classifier 152: 149715/183551=81.565886%
Test accuracy : 0.793299
Test error : 0.206701
Test not classified : 0.000000
Test For each class:
0: accuracy : 14796
0: error : 1583
0: not classified : 0
1: accuracy : 3388
1: error : 3155
1: not classified : 0
Test Confusion Matrix. Row real class, Column predicted class
0	1	
14796	1583	
3155	3388	
Performance of each classifier:
Classifier 0: 49/52=94.230769%
Classifier 1: 45/48=93.750000%
Classifier 2: 45/54=83.333333%
Classifier 3: 101/116=87.068966%
Classifier 4: 38/39=97.435897%
Classifier 5: 37/43=86.046512%
Classifier 6: 26/30=86.666667%
Classifier 7: 58/69=84.057971%
Classifier 8: 52/54=96.296296%
Classifier 9: 29/35=82.857143%
Classifier 10: 33/36=91.666667%
Classifier 11: 48/59=81.355932%
Classifier 12: 58/66=87.878788%
Classifier 13: 32/41=78.048780%
Classifier 14: 28/33=84.848485%
Classifier 15: 26/30=86.666667%
Classifier 16: 23/27=85.185185%
Classifier 17: 32/37=86.486486%
Classifier 18: 28/36=77.777778%
Classifier 19: 39/46=84.782609%
Classifier 20: 19/25=76.000000%
Classifier 21: 19/23=82.608696%
Classifier 22: 29/34=85.294118%
Classifier 23: 32/38=84.210526%
Classifier 24: 31/37=83.783784%
Classifier 25: 21/25=84.000000%
Classifier 26: 21/24=87.500000%
Classifier 27: 22/26=84.615385%
Classifier 28: 30/37=81.081081%
Classifier 29: 21/25=84.000000%
Classifier 30: 23/32=71.875000%
Classifier 31: 22/23=95.652174%
Classifier 32: 34/40=85.000000%
Classifier 33: 28/40=70.000000%
Classifier 34: 28/37=75.675676%
Classifier 35: 22/30=73.333333%
Classifier 36: 33/47=70.212766%
Classifier 37: 27/37=72.972973%
Classifier 38: 27/38=71.052632%
Classifier 39: 26/37=70.270270%
Classifier 40: 20/27=74.074074%
Classifier 41: 60/89=67.415730%
Classifier 42: 15/22=68.181818%
Classifier 43: 25/42=59.523810%
Classifier 44: 23/30=76.666667%
Classifier 45: 36/45=80.000000%
Classifier 46: 14/22=63.636364%
Classifier 47: 15/24=62.500000%
Classifier 48: 24/34=70.588235%
Classifier 49: 21/30=70.000000%
Classifier 50: 17/24=70.833333%
Classifier 51: 30/42=71.428571%
Classifier 52: 19/34=55.882353%
Classifier 53: 24/36=66.666667%
Classifier 54: 29/34=85.294118%
Classifier 55: 25/38=65.789474%
Classifier 56: 8/15=53.333333%
Classifier 57: 24/35=68.571429%
Classifier 58: 18/25=72.000000%
Classifier 59: 30/38=78.947368%
Classifier 60: 14/29=48.275862%
Classifier 61: 31/46=67.391304%
Classifier 62: 36/50=72.000000%
Classifier 63: 13/23=56.521739%
Classifier 64: 32/45=71.111111%
Classifier 65: 18/27=66.666667%
Classifier 66: 16/24=66.666667%
Classifier 67: 21/33=63.636364%
Classifier 68: 11/23=47.826087%
Classifier 69: 15/22=68.181818%
Classifier 70: 30/47=63.829787%
Classifier 71: 16/26=61.538462%
Classifier 72: 30/42=71.428571%
Classifier 73: 24/39=61.538462%
Classifier 74: 9/16=56.250000%
Classifier 75: 19/40=47.500000%
Classifier 76: 13/19=68.421053%
Classifier 77: 19/24=79.166667%
Classifier 78: 20/26=76.923077%
Classifier 79: 37/58=63.793103%
Classifier 80: 16/26=61.538462%
Classifier 81: 29/45=64.444444%
Classifier 82: 12/22=54.545455%
Classifier 83: 13/20=65.000000%
Classifier 84: 17/29=58.620690%
Classifier 85: 14/16=87.500000%
Classifier 86: 14/23=60.869565%
Classifier 87: 22/34=64.705882%
Classifier 88: 39/54=72.222222%
Classifier 89: 36/54=66.666667%
Classifier 90: 13/18=72.222222%
Classifier 91: 12/24=50.000000%
Classifier 92: 17/32=53.125000%
Classifier 93: 7/14=50.000000%
Classifier 94: 10/25=40.000000%
Classifier 95: 16/29=55.172414%
Classifier 96: 18/35=51.428571%
Classifier 97: 18/28=64.285714%
Classifier 98: 13/17=76.470588%
Classifier 99: 14/26=53.846154%
Classifier 100: 8/15=53.333333%
Classifier 101: 14/19=73.684211%
Classifier 102: 14/24=58.333333%
Classifier 103: 14/20=70.000000%
Classifier 104: 8/16=50.000000%
Classifier 105: 15/26=57.692308%
Classifier 106: 11/18=61.111111%
Classifier 107: 16/26=61.538462%
Classifier 108: 10/32=31.250000%
Classifier 109: 20/28=71.428571%
Classifier 110: 23/45=51.111111%
Classifier 111: 19/27=70.370370%
Classifier 112: 14/23=60.869565%
Classifier 113: 11/27=40.740741%
Classifier 114: 13/24=54.166667%
Classifier 115: 13/20=65.000000%
Classifier 116: 14/29=48.275862%
Classifier 117: 21/37=56.756757%
Classifier 118: 23/42=54.761905%
Classifier 119: 16/25=64.000000%
Classifier 120: 25/42=59.523810%
Classifier 121: 28/45=62.222222%
Classifier 122: 14/22=63.636364%
Classifier 123: 17/25=68.000000%
Classifier 124: 9/24=37.500000%
Classifier 125: 15/26=57.692308%
Classifier 126: 18/24=75.000000%
Classifier 127: 17/42=40.476190%
Classifier 128: 21/33=63.636364%
Classifier 129: 19/35=54.285714%
Classifier 130: 12/24=50.000000%
Classifier 131: 13/33=39.393939%
Classifier 132: 7/15=46.666667%
Classifier 133: 11/24=45.833333%
Classifier 134: 6/19=31.578947%
Classifier 135: 11/19=57.894737%
Classifier 136: 17/31=54.838710%
Classifier 137: 12/21=57.142857%
Classifier 138: 8/15=53.333333%
Classifier 139: 25/43=58.139535%
Classifier 140: 17/36=47.222222%
Classifier 141: 19/32=59.375000%
Classifier 142: 33/55=60.000000%
Classifier 143: 10/22=45.454545%
Classifier 144: 23/40=57.500000%
Classifier 145: 15/29=51.724138%
Classifier 146: 26/41=63.414634%
Classifier 147: 14/33=42.424242%
Classifier 148: 10/17=58.823529%
Classifier 149: 12/26=46.153846%
Classifier 150: 6/17=35.294118%
Classifier 151: 8/16=50.000000%
Classifier 152: 14796/17951=82.424377%
Total time: 3902.84 3909.39