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
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 3825818019
Dataset name: PSSM+CN_Q2
Attribute 0:Name PSSM_-4_1 Def:real
Attribute 0 real valued
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Attribute 60:Name PSSM_-1_1 Def:real
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Attribute 79 real valued
Attribute 80:Name PSSM_0_1 Def:real
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Attribute 81:Name PSSM_0_2 Def:real
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Attribute 82:Name PSSM_0_3 Def:real
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Attribute 83:Name PSSM_0_4 Def:real
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Attribute 84:Name PSSM_0_5 Def:real
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Attribute 85:Name PSSM_0_6 Def:real
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Attribute 87:Name PSSM_0_8 Def:real
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Attribute 88:Name PSSM_0_9 Def:real
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Attribute 89:Name PSSM_0_10 Def:real
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Attribute 90:Name PSSM_0_11 Def:real
Attribute 90 real valued
Attribute 91:Name PSSM_0_12 Def:real
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Attribute 92:Name PSSM_0_13 Def:real
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Attribute 93:Name PSSM_0_14 Def:real
Attribute 93 real valued
Attribute 94:Name PSSM_0_15 Def:real
Attribute 94 real valued
Attribute 95:Name PSSM_0_16 Def:real
Attribute 95 real valued
Attribute 96:Name PSSM_0_17 Def:real
Attribute 96 real valued
Attribute 97:Name PSSM_0_18 Def:real
Attribute 97 real valued
Attribute 98:Name PSSM_0_19 Def:real
Attribute 98 real valued
Attribute 99:Name PSSM_0_20 Def:real
Attribute 99 real valued
Attribute 100:Name PSSM_1_1 Def:real
Attribute 100 real valued
Attribute 101:Name PSSM_1_2 Def:real
Attribute 101 real valued
Attribute 102:Name PSSM_1_3 Def:real
Attribute 102 real valued
Attribute 103:Name PSSM_1_4 Def:real
Attribute 103 real valued
Attribute 104:Name PSSM_1_5 Def:real
Attribute 104 real valued
Attribute 105:Name PSSM_1_6 Def:real
Attribute 105 real valued
Attribute 106:Name PSSM_1_7 Def:real
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Attribute 107:Name PSSM_1_8 Def:real
Attribute 107 real valued
Attribute 108:Name PSSM_1_9 Def:real
Attribute 108 real valued
Attribute 109:Name PSSM_1_10 Def:real
Attribute 109 real valued
Attribute 110:Name PSSM_1_11 Def:real
Attribute 110 real valued
Attribute 111:Name PSSM_1_12 Def:real
Attribute 111 real valued
Attribute 112:Name PSSM_1_13 Def:real
Attribute 112 real valued
Attribute 113:Name PSSM_1_14 Def:real
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Attribute 114:Name PSSM_1_15 Def:real
Attribute 114 real valued
Attribute 115:Name PSSM_1_16 Def:real
Attribute 115 real valued
Attribute 116:Name PSSM_1_17 Def:real
Attribute 116 real valued
Attribute 117:Name PSSM_1_18 Def:real
Attribute 117 real valued
Attribute 118:Name PSSM_1_19 Def:real
Attribute 118 real valued
Attribute 119:Name PSSM_1_20 Def:real
Attribute 119 real valued
Attribute 120:Name PSSM_2_1 Def:real
Attribute 120 real valued
Attribute 121:Name PSSM_2_2 Def:real
Attribute 121 real valued
Attribute 122:Name PSSM_2_3 Def:real
Attribute 122 real valued
Attribute 123:Name PSSM_2_4 Def:real
Attribute 123 real valued
Attribute 124:Name PSSM_2_5 Def:real
Attribute 124 real valued
Attribute 125:Name PSSM_2_6 Def:real
Attribute 125 real valued
Attribute 126:Name PSSM_2_7 Def:real
Attribute 126 real valued
Attribute 127:Name PSSM_2_8 Def:real
Attribute 127 real valued
Attribute 128:Name PSSM_2_9 Def:real
Attribute 128 real valued
Attribute 129:Name PSSM_2_10 Def:real
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Attribute 130:Name PSSM_2_11 Def:real
Attribute 130 real valued
Attribute 131:Name PSSM_2_12 Def:real
Attribute 131 real valued
Attribute 132:Name PSSM_2_13 Def:real
Attribute 132 real valued
Attribute 133:Name PSSM_2_14 Def:real
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Attribute 134:Name PSSM_2_15 Def:real
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Attribute 135:Name PSSM_2_16 Def:real
Attribute 135 real valued
Attribute 136:Name PSSM_2_17 Def:real
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Attribute 137:Name PSSM_2_18 Def:real
Attribute 137 real valued
Attribute 138:Name PSSM_2_19 Def:real
Attribute 138 real valued
Attribute 139:Name PSSM_2_20 Def:real
Attribute 139 real valued
Attribute 140:Name PSSM_3_1 Def:real
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Attribute 141:Name PSSM_3_2 Def:real
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Attribute 142:Name PSSM_3_3 Def:real
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Attribute 147:Name PSSM_3_8 Def:real
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Attribute 148:Name PSSM_3_9 Def:real
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Attribute 149:Name PSSM_3_10 Def:real
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Attribute 150:Name PSSM_3_11 Def:real
Attribute 150 real valued
Attribute 151:Name PSSM_3_12 Def:real
Attribute 151 real valued
Attribute 152:Name PSSM_3_13 Def:real
Attribute 152 real valued
Attribute 153:Name PSSM_3_14 Def:real
Attribute 153 real valued
Attribute 154:Name PSSM_3_15 Def:real
Attribute 154 real valued
Attribute 155:Name PSSM_3_16 Def:real
Attribute 155 real valued
Attribute 156:Name PSSM_3_17 Def:real
Attribute 156 real valued
Attribute 157:Name PSSM_3_18 Def:real
Attribute 157 real valued
Attribute 158:Name PSSM_3_19 Def:real
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
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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 : 0.007150
Coverage break for class 1 : 0.016627
Probability of irrelevant attribute set to 0.916667
Initialization: 41.932999
Memcpy Classifiers: 0.690000
Memcpy Instances: 9.274000
Kernel 1: 0.073000
Kernel 2: 132.427002
Copyback: 0.026000
Sum: 0.017000
Initial population average accuracy1:0.006315 accuracy2:0.288684
Initialization: 6.779000
Memcpy Classifiers: 0.574000
Memcpy Instances: 9.363000
Kernel 1: 0.022000
Kernel 2: 137.218002
Copyback: 0.019000
Sum: 0.023000
It 0,Best ac:0.007456 0.673077 fi:0.426093. Ave ac:0.013106,0.018384
Initialization: 7.416000
Memcpy Classifiers: 0.457000
Memcpy Instances: 9.273000
Kernel 1: 0.024000
Kernel 2: 136.822006
Copyback: 0.019000
Sum: 0.024000
It 1,Best ac:0.007246 0.850000 fi:0.249240. Ave ac:0.016803,0.018738
Initialization: 6.749000
Memcpy Classifiers: 0.515000
Memcpy Instances: 9.578000
Kernel 1: 0.023000
Kernel 2: 133.751007
Copyback: 0.018000
Sum: 0.025000
It 2,Best ac:0.012572 0.776316 fi:0.321123. Ave ac:0.016617,0.020477
Initialization: 6.804000
Memcpy Classifiers: 0.478000
Memcpy Instances: 9.236000
Kernel 1: 0.024000
Kernel 2: 131.352005
Copyback: 0.018000
Sum: 0.026000
It 3,Best ac:0.008310 0.847826 fi:0.251054. Ave ac:0.016873,0.017815
Initialization: 7.214000
Memcpy Classifiers: 0.475000
Memcpy Instances: 9.253000
Kernel 1: 0.023000
Kernel 2: 129.369995
Copyback: 0.019000
Sum: 0.025000
It 4,Best ac:0.005754 0.870968 fi:0.228777. Ave ac:0.015263,0.017764
Initialization: 6.867000
Memcpy Classifiers: 0.474000
Memcpy Instances: 9.263000
Kernel 1: 0.023000
Kernel 2: 129.813995
Copyback: 0.019000
Sum: 0.028000
It 5,Best ac:0.007669 0.900000 fi:0.199098. Ave ac:0.015867,0.019252
Initialization: 6.710000
Memcpy Classifiers: 0.456000
Memcpy Instances: 9.311000
Kernel 1: 0.024000
Kernel 2: 128.934006
Copyback: 0.019000
Sum: 0.027000
It 6,Best ac:0.006394 0.857143 fi:0.242386. Ave ac:0.012186,0.015670
Initialization: 8.544000
Memcpy Classifiers: 0.453000
Memcpy Instances: 10.514000
Kernel 1: 0.023000
Kernel 2: 124.991997
Copyback: 0.020000
Sum: 0.027000
It 7,Best ac:0.005541 0.896552 fi:0.203265. Ave ac:0.010851,0.011196
Initialization: 8.206000
Memcpy Classifiers: 0.475000
Memcpy Instances: 12.746000
Kernel 1: 0.024000
Kernel 2: 124.828003
Copyback: 0.022000
Sum: 0.028000
It 8,Best ac:0.004902 0.920000 fi:0.197690. Ave ac:0.010497,0.011988
Initialization: 8.150000
Memcpy Classifiers: 0.475000
Memcpy Instances: 9.291000
Kernel 1: 0.023000
Kernel 2: 125.032997
Copyback: 0.027000
Sum: 0.212000
It 9,Best ac:0.011083 0.928571 fi:0.169372. Ave ac:0.010433,0.009025
Iteration 10:MDL fitness activated
Error 0.169372 TL 0.035363
MDL Theory Length Weight: 1.5964928051 (1)
Initialization: 8.019000
Memcpy Classifiers: 0.490000
Memcpy Instances: 10.458000
Kernel 1: 0.023000
Kernel 2: 109.203003
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.004901 1.000000 fi:0.178700. Ave ac:0.010269,0.009615
Initialization: 6.613000
Memcpy Classifiers: 0.443000
Memcpy Instances: 9.281000
Kernel 1: 0.024000
Kernel 2: 106.958000
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.013421 0.984375 fi:0.154528. Ave ac:0.010717,0.010982
Initialization: 6.705000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.717000
Kernel 1: 0.023000
Kernel 2: 103.924004
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.006606 0.968750 fi:0.173536. Ave ac:0.011250,0.009703
Initialization: 6.525000
Memcpy Classifiers: 0.462000
Memcpy Instances: 9.297000
Kernel 1: 0.030000
Kernel 2: 104.172997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.006179 1.000000 fi:0.166416. Ave ac:0.010210,0.010165
Initialization: 6.598000
Memcpy Classifiers: 0.467000
Memcpy Instances: 9.224000
Kernel 1: 0.024000
Kernel 2: 102.865997
Copyback: 0.018000
Sum: 0.030000
It 14,Best ac:0.005327 1.000000 fi:0.150303. Ave ac:0.009559,0.010805
Initialization: 6.648000
Memcpy Classifiers: 0.405000
Memcpy Instances: 9.849000
Kernel 1: 0.024000
Kernel 2: 97.987999
Copyback: 0.018000
Sum: 0.031000
It 15,Best ac:0.005328 1.000000 fi:0.151321. Ave ac:0.009066,0.010214
Initialization: 7.676000
Memcpy Classifiers: 0.455000
Memcpy Instances: 21.027000
Kernel 1: 0.024000
Kernel 2: 97.516998
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.010230 1.000000 fi:0.136649. Ave ac:0.008127,0.008309
Initialization: 6.660000
Memcpy Classifiers: 0.458000
Memcpy Instances: 11.650000
Kernel 1: 0.023000
Kernel 2: 96.864998
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.005540 0.962963 fi:0.188165. Ave ac:0.007103,0.005371
Initialization: 6.615000
Memcpy Classifiers: 0.404000
Memcpy Instances: 10.457000
Kernel 1: 0.025000
Kernel 2: 91.750999
Copyback: 0.024000
Sum: 0.033000
It 18,Best ac:0.007033 1.000000 fi:0.135574. Ave ac:0.008198,0.006393
Initialization: 6.649000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.248000
Kernel 1: 0.024000
Kernel 2: 89.738998
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.007243 1.000000 fi:0.138789. Ave ac:0.007598,0.004718
Initialization: 6.636000
Memcpy Classifiers: 0.458000
Memcpy Instances: 9.464000
Kernel 1: 0.025000
Kernel 2: 89.668999
Copyback: 0.024000
Sum: 0.033000
It 20,Best ac:0.008312 0.975000 fi:0.161580. Ave ac:0.006666,0.004265
Initialization: 6.694000
Memcpy Classifiers: 0.418000
Memcpy Instances: 10.525000
Kernel 1: 0.023000
Kernel 2: 87.486000
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.005327 1.000000 fi:0.144508. Ave ac:0.006494,0.004528
Initialization: 7.976000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.453000
Kernel 1: 0.024000
Kernel 2: 87.267998
Copyback: 0.018000
Sum: 0.035000
It 22,Best ac:0.005965 0.933333 fi:0.207453. Ave ac:0.004801,0.004575
Initialization: 7.076000
Memcpy Classifiers: 0.409000
Memcpy Instances: 9.278000
Kernel 1: 0.025000
Kernel 2: 86.703003
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.007673 0.972973 fi:0.171511. Ave ac:0.009555,0.009128
Initialization: 7.048000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.238000
Kernel 1: 0.030000
Kernel 2: 85.822998
Copyback: 0.018000
Sum: 0.034000
It 24,Best ac:0.005540 1.000000 fi:0.142222. Ave ac:0.006599,0.004877
Initialization: 6.607000
Memcpy Classifiers: 0.383000
Memcpy Instances: 9.734000
Kernel 1: 0.024000
Kernel 2: 87.331001
Copyback: 0.017000
Sum: 0.037000
It 25,Best ac:0.006604 1.000000 fi:0.143260. Ave ac:0.009300,0.009411
Initialization: 6.616000
Memcpy Classifiers: 0.438000
Memcpy Instances: 9.428000
Kernel 1: 0.025000
Kernel 2: 86.097000
Copyback: 0.018000
Sum: 0.035000
It 26,Best ac:0.008310 0.951220 fi:0.182124. Ave ac:0.008167,0.005588
Initialization: 7.062000
Memcpy Classifiers: 0.392000
Memcpy Instances: 9.233000
Kernel 1: 0.030000
Kernel 2: 86.745003
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.009804 0.958333 fi:0.176724. Ave ac:0.008303,0.006506
MDL Theory Length Weight: 1.4368435246 (10)
Initialization: 6.705000
Memcpy Classifiers: 0.412000
Memcpy Instances: 9.225000
Kernel 1: 0.024000
Kernel 2: 86.960999
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.005328 1.000000 fi:0.137321. Ave ac:0.008412,0.005068
Initialization: 6.597000
Memcpy Classifiers: 0.387000
Memcpy Instances: 9.237000
Kernel 1: 0.026000
Kernel 2: 87.692001
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.005540 0.962963 fi:0.165692. Ave ac:0.007489,0.005530
Initialization: 6.677000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.704000
Kernel 1: 0.024000
Kernel 2: 88.489998
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.006181 1.000000 fi:0.128437. Ave ac:0.009062,0.007554
Initialization: 6.795000
Memcpy Classifiers: 0.388000
Memcpy Instances: 9.264000
Kernel 1: 0.024000
Kernel 2: 89.487000
Copyback: 0.019000
Sum: 0.036000
It 31,Best ac:0.005114 1.000000 fi:0.132841. Ave ac:0.007501,0.005899
Initialization: 6.653000
Memcpy Classifiers: 0.389000
Memcpy Instances: 9.267000
Kernel 1: 0.024000
Kernel 2: 90.467003
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.005115 0.960000 fi:0.168798. Ave ac:0.008611,0.006640
Initialization: 6.696000
Memcpy Classifiers: 0.474000
Memcpy Instances: 9.705000
Kernel 1: 0.025000
Kernel 2: 89.611000
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.005327 1.000000 fi:0.137321. Ave ac:0.007746,0.005116
Initialization: 20.868999
Memcpy Instances: 461.259003
Memcpy Classifiers: 0.073000
Kernel 1: 0.027000
Kernel 2: 468.951996
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 468.097992
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 469.981995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 475.145996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.019000
Kernel 2: 457.735992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 467.826996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 468.565002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 460.631012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 460.760986
Copyback: 0.021000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 475.609009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 468.085999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 478.709015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 464.420013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 459.157990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.012000
Kernel 2: 276.091003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005199 0.924943 fi:0.212422. Ave ac:0.008137,0.029162
Best acc 0.005199 0.924943
Initialization: 7.257000
Memcpy Classifiers: 0.644000
Memcpy Instances: 9.502000
Kernel 1: 0.025000
Kernel 2: 111.869003
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.007071 accuracy2:0.301849
Initialization: 6.691000
Memcpy Classifiers: 0.563000
Memcpy Instances: 9.240000
Kernel 1: 0.024000
Kernel 2: 118.886002
Copyback: 0.023000
Sum: 0.300000
It 0,Best ac:0.006392 0.810811 fi:0.288718. Ave ac:0.013971,0.021959
Initialization: 6.635000
Memcpy Classifiers: 0.482000
Memcpy Instances: 9.399000
Kernel 1: 0.024000
Kernel 2: 123.469002
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.010441 0.710145 fi:0.388014. Ave ac:0.019225,0.026701
Initialization: 6.650000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.292000
Kernel 1: 0.024000
Kernel 2: 124.036003
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.007246 0.790698 fi:0.308543. Ave ac:0.018582,0.022880
Initialization: 7.097000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.152000
Kernel 1: 0.027000
Kernel 2: 124.224998
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.008097 0.791667 fi:0.307286. Ave ac:0.016800,0.020303
Initialization: 6.686000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.283000
Kernel 1: 0.024000
Kernel 2: 124.896004
Copyback: 0.018000
Sum: 0.030000
It 4,Best ac:0.008736 0.820000 fi:0.278736. Ave ac:0.015173,0.018825
Initialization: 6.717000
Memcpy Classifiers: 0.466000
Memcpy Instances: 9.247000
Kernel 1: 0.025000
Kernel 2: 127.286003
Copyback: 0.018000
Sum: 0.028000
It 5,Best ac:0.007884 0.902439 fi:0.196585. Ave ac:0.013160,0.013919
Initialization: 6.617000
Memcpy Classifiers: 0.482000
Memcpy Instances: 9.287000
Kernel 1: 0.024000
Kernel 2: 131.957001
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.007032 0.891892 fi:0.207421. Ave ac:0.010669,0.010372
Initialization: 6.646000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.270000
Kernel 1: 0.025000
Kernel 2: 128.876007
Copyback: 0.018000
Sum: 0.030000
It 7,Best ac:0.010656 0.892857 fi:0.205230. Ave ac:0.011029,0.010372
Initialization: 6.673000
Memcpy Classifiers: 0.464000
Memcpy Instances: 9.307000
Kernel 1: 0.025000
Kernel 2: 128.505997
Copyback: 0.018000
Sum: 0.030000
It 8,Best ac:0.012148 0.904762 fi:0.192821. Ave ac:0.011079,0.010811
Initialization: 7.166000
Memcpy Classifiers: 0.483000
Memcpy Instances: 9.246000
Kernel 1: 0.024000
Kernel 2: 131.039001
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.007033 0.942857 fi:0.156455. Ave ac:0.011887,0.010886
Iteration 10:MDL fitness activated
Error 0.156455 TL 0.043619
MDL Theory Length Weight: 1.1956308559 (1)
Initialization: 6.676000
Memcpy Classifiers: 0.482000
Memcpy Instances: 9.555000
Kernel 1: 0.025000
Kernel 2: 125.755997
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.009165 0.934783 fi:0.226195. Ave ac:0.010454,0.008096
Initialization: 6.634000
Memcpy Classifiers: 0.504000
Memcpy Instances: 9.225000
Kernel 1: 0.027000
Kernel 2: 124.624001
Copyback: 0.027000
Sum: 0.037000
It 11,Best ac:0.005114 0.888889 fi:0.264347. Ave ac:0.007628,0.005510
Initialization: 8.529000
Memcpy Classifiers: 0.442000
Memcpy Instances: 9.261000
Kernel 1: 0.027000
Kernel 2: 121.268997
Copyback: 0.018000
Sum: 0.031000
It 12,Best ac:0.004687 1.000000 fi:0.212423. Ave ac:0.007134,0.006077
Initialization: 6.721000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.272000
Kernel 1: 0.026000
Kernel 2: 118.917999
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.005327 0.925926 fi:0.222756. Ave ac:0.007553,0.005729
Initialization: 6.875000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.194000
Kernel 1: 0.025000
Kernel 2: 124.064003
Copyback: 0.018000
Sum: 0.027000
It 14,Best ac:0.005114 0.960000 fi:0.188528. Ave ac:0.008637,0.006902
Initialization: 6.636000
Memcpy Classifiers: 0.466000
Memcpy Instances: 9.224000
Kernel 1: 0.025000
Kernel 2: 119.621002
Copyback: 0.018000
Sum: 0.031000
It 15,Best ac:0.007245 0.894737 fi:0.249455. Ave ac:0.007948,0.005995
Initialization: 6.666000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.205000
Kernel 1: 0.025000
Kernel 2: 121.091003
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.006392 0.967742 fi:0.170241. Ave ac:0.007747,0.005645
Initialization: 6.672000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.640000
Kernel 1: 0.025000
Kernel 2: 124.115997
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.004901 0.958333 fi:0.204308. Ave ac:0.008237,0.005953
Initialization: 6.633000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.224000
Kernel 1: 0.024000
Kernel 2: 122.721001
Copyback: 0.025000
Sum: 0.036000
It 18,Best ac:0.005540 1.000000 fi:0.144236. Ave ac:0.010648,0.007000
Initialization: 6.666000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.277000
Kernel 1: 0.024000
Kernel 2: 120.542999
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.009165 0.955556 fi:0.181352. Ave ac:0.007979,0.006504
Initialization: 6.683000
Memcpy Classifiers: 1.476000
Memcpy Instances: 9.721000
Kernel 1: 0.024000
Kernel 2: 119.679001
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.007032 0.970588 fi:0.174167. Ave ac:0.008797,0.006939
Initialization: 6.700000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.209000
Kernel 1: 0.024000
Kernel 2: 122.556000
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.006392 1.000000 fi:0.144576. Ave ac:0.009430,0.006871
Initialization: 6.698000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.337000
Kernel 1: 0.026000
Kernel 2: 116.652000
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.005966 0.965517 fi:0.182972. Ave ac:0.008494,0.006004
Initialization: 6.612000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.235000
Kernel 1: 0.026000
Kernel 2: 115.068001
Copyback: 0.018000
Sum: 0.025000
It 23,Best ac:0.011720 0.948276 fi:0.187472. Ave ac:0.008550,0.006442
Initialization: 6.924000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.215000
Kernel 1: 0.024000
Kernel 2: 116.684998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.007458 0.921053 fi:0.221146. Ave ac:0.007890,0.005141
Initialization: 6.869000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.322000
Kernel 1: 0.025000
Kernel 2: 115.022003
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.004902 1.000000 fi:0.166741. Ave ac:0.006661,0.004620
Initialization: 7.194000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.207000
Kernel 1: 0.025000
Kernel 2: 113.471001
Copyback: 0.019000
Sum: 0.028000
It 26,Best ac:0.005540 0.962963 fi:0.181994. Ave ac:0.006685,0.004771
Initialization: 7.139000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.257000
Kernel 1: 0.025000
Kernel 2: 115.541000
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.008951 0.976744 fi:0.167115. Ave ac:0.008829,0.006294
MDL Theory Length Weight: 1.0760677703 (10)
Initialization: 6.660000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.255000
Kernel 1: 0.026000
Kernel 2: 112.288002
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.006394 1.000000 fi:0.139135. Ave ac:0.007538,0.005323
Initialization: 6.734000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.482000
Kernel 1: 0.025000
Kernel 2: 110.249001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.007458 1.000000 fi:0.133591. Ave ac:0.007166,0.004040
Initialization: 6.633000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.219000
Kernel 1: 0.026000
Kernel 2: 109.581001
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.005541 0.962963 fi:0.183282. Ave ac:0.006209,0.004231
Initialization: 6.617000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.261000
Kernel 1: 0.025000
Kernel 2: 109.874001
Copyback: 0.025000
Sum: 0.028000
It 31,Best ac:0.007458 0.945946 fi:0.190519. Ave ac:0.007402,0.004447
Initialization: 7.149000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.237000
Kernel 1: 0.027000
Kernel 2: 109.747002
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.005966 1.000000 fi:0.131898. Ave ac:0.006847,0.003964
Initialization: 6.733000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.193000
Kernel 1: 0.027000
Kernel 2: 110.921997
Copyback: 0.018000
Sum: 0.026000
It 33,Best ac:0.004902 1.000000 fi:0.160021. Ave ac:0.007441,0.005152
Initialization: 20.113001
Memcpy Instances: 465.973999
Memcpy Classifiers: 0.068000
Kernel 1: 0.028000
Kernel 2: 535.398010
Copyback: 0.369000
Sum: 0.012000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 546.437988
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.069000
Kernel 1: 0.024000
Kernel 2: 547.744019
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 539.142029
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.016000
Kernel 2: 542.911011
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.017000
Kernel 2: 531.112000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 554.903015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 548.026001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 543.655029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 552.200012
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 548.502991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 548.044983
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 549.536011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 548.372009
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 328.070007
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005455 0.904594 fi:0.237584. Ave ac:0.006746,0.023555
Best acc 0.005455 0.904594
Rule:Att PSSM_-2_6 is [<5.071051]|Att PSSM_-1_12 is [<-3.359713]|Att PSSM_-1_19 is [<2.443253]|Att PSSM_0_2 is [<-4.750869]|Att PSSM_0_19 is [<8.501296]|Att PSSM_0_20 is [>-1.228996]|Att PSSM_1_4 is [<-2.522644]|Att PSSM_1_15 is [<0.979582]|Att PSSM_4_7 is [<-2.988451]|1
Accuracy : 0.704068
0	1	
163981	99	
69338	1220	
Removed 1319 instances. 233319 Instances left. Acc of rule 0.005199-0.924943
Initialization: 6.770000
Memcpy Classifiers: 0.577000
Memcpy Instances: 9.435000
Kernel 1: 0.025000
Kernel 2: 111.793999
Copyback: 0.018000
Sum: 0.033000
Initial population average accuracy1:0.005385 accuracy2:0.276093
Initialization: 6.553000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.250000
Kernel 1: 0.024000
Kernel 2: 121.365997
Copyback: 0.018000
Sum: 0.048000
It 0,Best ac:0.004714 0.578947 fi:0.562501. Ave ac:0.011880,0.016089
Initialization: 6.657000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.198000
Kernel 1: 0.026000
Kernel 2: 124.714996
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.006428 0.625000 fi:0.474491. Ave ac:0.017620,0.021901
Initialization: 6.604000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.714000
Kernel 1: 0.024000
Kernel 2: 126.373001
Copyback: 0.018000
Sum: 0.028000
It 2,Best ac:0.004928 0.696970 fi:0.405453. Ave ac:0.016665,0.018893
Initialization: 6.521000
Memcpy Classifiers: 0.499000
Memcpy Instances: 9.210000
Kernel 1: 0.024000
Kernel 2: 124.292999
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.008573 0.740741 fi:0.358017. Ave ac:0.016429,0.017072
Initialization: 6.518000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.232000
Kernel 1: 0.025000
Kernel 2: 127.851997
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.007285 0.850000 fi:0.249198. Ave ac:0.014583,0.013509
Initialization: 6.576000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.442000
Kernel 1: 0.025000
Kernel 2: 120.505997
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.016502 0.754902 fi:0.341143. Ave ac:0.016263,0.016133
Initialization: 6.826000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.169000
Kernel 1: 0.024000
Kernel 2: 118.485001
Copyback: 0.020000
Sum: 0.030000
It 6,Best ac:0.005144 0.827586 fi:0.272345. Ave ac:0.015523,0.014985
Initialization: 6.550000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.173000
Kernel 1: 0.025000
Kernel 2: 120.689003
Copyback: 0.018000
Sum: 0.029000
It 7,Best ac:0.011356 0.868852 fi:0.228953. Ave ac:0.014555,0.014227
Initialization: 6.625000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.188000
Kernel 1: 0.025000
Kernel 2: 117.903000
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.008142 0.904762 fi:0.194143. Ave ac:0.013674,0.012828
Initialization: 6.574000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.157000
Kernel 1: 0.025000
Kernel 2: 118.527000
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.004929 0.958333 fi:0.144090. Ave ac:0.011811,0.011052
Iteration 10:MDL fitness activated
Error 0.144090 TL 0.044817
MDL Theory Length Weight: 1.0716975199 (1)
Initialization: 6.662000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.141000
Kernel 1: 0.025000
Kernel 2: 117.583000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004929 0.884615 fi:0.254423. Ave ac:0.010009,0.008834
Initialization: 6.633000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.661000
Kernel 1: 0.026000
Kernel 2: 120.875999
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.006000 0.933333 fi:0.203645. Ave ac:0.011119,0.009636
Initialization: 6.583000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.248000
Kernel 1: 0.024000
Kernel 2: 119.688004
Copyback: 0.017000
Sum: 0.026000
It 12,Best ac:0.005144 0.923077 fi:0.211929. Ave ac:0.011573,0.012324
Initialization: 6.662000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.150000
Kernel 1: 0.026000
Kernel 2: 118.227997
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.005142 0.960000 fi:0.180781. Ave ac:0.009894,0.009042
Initialization: 6.543000
Memcpy Classifiers: 0.864000
Memcpy Instances: 9.250000
Kernel 1: 0.026000
Kernel 2: 116.129997
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.007503 0.921053 fi:0.201604. Ave ac:0.009180,0.007856
Initialization: 6.580000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.363000
Kernel 1: 0.024000
Kernel 2: 115.559998
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004928 0.920000 fi:0.222816. Ave ac:0.009602,0.009153
Initialization: 6.636000
Memcpy Classifiers: 0.413000
Memcpy Instances: 9.388000
Kernel 1: 0.023000
Kernel 2: 113.567001
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.005787 0.931034 fi:0.204385. Ave ac:0.010784,0.012511
Initialization: 6.640000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.183000
Kernel 1: 0.025000
Kernel 2: 114.126999
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.006215 0.966667 fi:0.161029. Ave ac:0.011691,0.010010
Initialization: 6.674000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.188000
Kernel 1: 0.025000
Kernel 2: 114.322998
Copyback: 0.018000
Sum: 0.028000
It 18,Best ac:0.004929 0.958333 fi:0.170405. Ave ac:0.010441,0.010259
Initialization: 6.693000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.140000
Kernel 1: 0.025000
Kernel 2: 108.963997
Copyback: 0.018000
Sum: 0.030000
It 19,Best ac:0.004929 0.958333 fi:0.174330. Ave ac:0.010360,0.010269
Initialization: 6.693000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.142000
Kernel 1: 0.027000
Kernel 2: 108.849998
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.007930 1.000000 fi:0.133940. Ave ac:0.012125,0.010056
Initialization: 6.681000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.146000
Kernel 1: 0.026000
Kernel 2: 107.891998
Copyback: 0.018000
Sum: 0.027000
It 21,Best ac:0.009859 0.938776 fi:0.190948. Ave ac:0.010797,0.008917
Initialization: 6.681000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.145000
Kernel 1: 0.027000
Kernel 2: 106.299004
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.006000 1.000000 fi:0.125211. Ave ac:0.009511,0.008015
Initialization: 6.624000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.174000
Kernel 1: 0.025000
Kernel 2: 106.595001
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.005571 1.000000 fi:0.135091. Ave ac:0.010504,0.007599
Initialization: 6.635000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.178000
Kernel 1: 0.028000
Kernel 2: 105.418999
Copyback: 0.018000
Sum: 0.026000
It 24,Best ac:0.006214 1.000000 fi:0.141733. Ave ac:0.007733,0.005007
Initialization: 6.635000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.294000
Kernel 1: 0.026000
Kernel 2: 107.064003
Copyback: 0.018000
Sum: 0.028000
It 25,Best ac:0.006857 0.969697 fi:0.170497. Ave ac:0.008814,0.007414
Initialization: 7.140000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.160000
Kernel 1: 0.025000
Kernel 2: 105.117996
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.006429 0.937500 fi:0.199154. Ave ac:0.007858,0.004963
Initialization: 6.649000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.149000
Kernel 1: 0.025000
Kernel 2: 106.210999
Copyback: 0.018000
Sum: 0.028000
It 27,Best ac:0.004928 0.958333 fi:0.179983. Ave ac:0.007688,0.004452
Initialization: 7.125000
Memcpy Classifiers: 0.382000
Memcpy Instances: 10.229000
Kernel 1: 0.025000
Kernel 2: 105.301003
Copyback: 0.019000
Sum: 0.028000
It 28,Best ac:0.005142 1.000000 fi:0.129526. Ave ac:0.007354,0.005200
Initialization: 6.677000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.144000
Kernel 1: 0.027000
Kernel 2: 106.011002
Copyback: 0.018000
Sum: 0.028000
It 29,Best ac:0.005571 1.000000 fi:0.133183. Ave ac:0.007105,0.004324
Initialization: 6.624000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.156000
Kernel 1: 0.027000
Kernel 2: 107.050003
Copyback: 0.018000
Sum: 0.029000
It 30,Best ac:0.007931 0.948718 fi:0.179102. Ave ac:0.007555,0.004244
Initialization: 6.750000
Memcpy Classifiers: 0.387000
Memcpy Instances: 9.165000
Kernel 1: 0.027000
Kernel 2: 107.671997
Copyback: 0.370000
Sum: 0.032000
It 31,Best ac:0.007499 0.921053 fi:0.218838. Ave ac:0.009562,0.005655
MDL Theory Length Weight: 0.9645277679 (10)
Initialization: 6.686000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.151000
Kernel 1: 0.026000
Kernel 2: 108.426003
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.005572 0.962963 fi:0.172722. Ave ac:0.008136,0.006035
Initialization: 7.518000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.377000
Kernel 1: 0.025000
Kernel 2: 108.848000
Copyback: 0.018000
Sum: 0.032000
It 33,Best ac:0.005787 0.931034 fi:0.202438. Ave ac:0.006931,0.004296
Initialization: 20.128000
Memcpy Instances: 458.576996
Memcpy Classifiers: 0.065000
Kernel 1: 0.027000
Kernel 2: 524.327026
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 539.520996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 547.096008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 520.218994
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 532.041016
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.013000
Kernel 2: 550.543030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 514.440002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 565.260986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 540.382019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 559.968018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 525.413025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 514.590027
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 567.749023
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 524.598999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 326.988007
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005773 0.869032 fi:0.267373. Ave ac:0.008038,0.028563
Best acc 0.005773 0.869032
Initialization: 6.874000
Memcpy Classifiers: 0.576000
Memcpy Instances: 9.151000
Kernel 1: 0.026000
Kernel 2: 112.973000
Copyback: 0.018000
Sum: 0.032000
Initial population average accuracy1:0.005300 accuracy2:0.281263
Initialization: 6.644000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.167000
Kernel 1: 0.026000
Kernel 2: 119.181999
Copyback: 0.017000
Sum: 0.058000
It 0,Best ac:0.004285 0.800000 fi:0.419498. Ave ac:0.011428,0.013925
Initialization: 6.646000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.177000
Kernel 1: 0.024000
Kernel 2: 121.194000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.005357 0.833333 fi:0.266525. Ave ac:0.015876,0.016961
Initialization: 6.625000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.215000
Kernel 1: 0.024000
Kernel 2: 119.155998
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.005571 0.866667 fi:0.233118. Ave ac:0.015712,0.017555
Initialization: 6.575000
Memcpy Classifiers: 0.486000
Memcpy Instances: 9.146000
Kernel 1: 0.026000
Kernel 2: 114.103996
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.006001 0.800000 fi:0.299638. Ave ac:0.014786,0.016491
Initialization: 6.725000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.168000
Kernel 1: 0.025000
Kernel 2: 115.613998
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.006215 0.906250 fi:0.193313. Ave ac:0.013822,0.014636
Initialization: 6.623000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.247000
Kernel 1: 0.025000
Kernel 2: 117.119003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.005785 0.931034 fi:0.168677. Ave ac:0.012670,0.014079
Initialization: 6.571000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.200000
Kernel 1: 0.024000
Kernel 2: 114.815002
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.006214 0.906250 fi:0.193315. Ave ac:0.012745,0.014940
Initialization: 6.701000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.299000
Kernel 1: 0.023000
Kernel 2: 115.796997
Copyback: 0.026000
Sum: 0.034000
It 7,Best ac:0.005572 0.962963 fi:0.136820. Ave ac:0.012258,0.014245
Initialization: 7.116000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.137000
Kernel 1: 0.024000
Kernel 2: 114.049004
Copyback: 0.211000
Sum: 0.033000
It 8,Best ac:0.005785 0.964286 fi:0.135426. Ave ac:0.011512,0.015305
Initialization: 6.622000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.180000
Kernel 1: 0.025000
Kernel 2: 107.233002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005144 0.923077 fi:0.176854. Ave ac:0.009186,0.010164
Iteration 10:MDL fitness activated
Error 0.176854 TL 0.051088
MDL Theory Length Weight: 1.1539185292 (2)
Initialization: 6.805000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.166000
Kernel 1: 0.024000
Kernel 2: 103.567001
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.005787 0.964286 fi:0.176222. Ave ac:0.009778,0.011338
Initialization: 6.709000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.193000
Kernel 1: 0.024000
Kernel 2: 102.000000
Copyback: 0.016000
Sum: 0.034000
It 11,Best ac:0.004928 1.000000 fi:0.130536. Ave ac:0.007924,0.010207
Initialization: 6.667000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.284000
Kernel 1: 0.025000
Kernel 2: 100.382004
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.007499 0.921053 fi:0.196234. Ave ac:0.008183,0.011013
Initialization: 6.719000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.169000
Kernel 1: 0.023000
Kernel 2: 98.153999
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.006214 0.935484 fi:0.195147. Ave ac:0.008513,0.009342
Initialization: 7.187000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.191000
Kernel 1: 0.024000
Kernel 2: 95.539001
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.006429 0.967742 fi:0.169403. Ave ac:0.009476,0.009660
Initialization: 7.227000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.268000
Kernel 1: 0.023000
Kernel 2: 97.730003
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.005787 0.964286 fi:0.161332. Ave ac:0.008911,0.011604
Initialization: 6.779000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.171000
Kernel 1: 0.023000
Kernel 2: 93.110001
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.006215 1.000000 fi:0.126697. Ave ac:0.009599,0.012952
Initialization: 6.677000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.171000
Kernel 1: 0.025000
Kernel 2: 92.153999
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.006857 0.941176 fi:0.186582. Ave ac:0.006792,0.011554
Initialization: 7.164000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.278000
Kernel 1: 0.023000
Kernel 2: 91.336998
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.005144 0.960000 fi:0.162612. Ave ac:0.008849,0.011593
Initialization: 6.711000
Memcpy Classifiers: 0.278000
Memcpy Instances: 9.216000
Kernel 1: 0.024000
Kernel 2: 93.919998
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.005357 0.925926 fi:0.191961. Ave ac:0.008457,0.016271
Initialization: 6.702000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.676000
Kernel 1: 0.023000
Kernel 2: 91.625000
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.009214 0.955556 fi:0.161515. Ave ac:0.008924,0.011162
Initialization: 6.735000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.149000
Kernel 1: 0.023000
Kernel 2: 93.348000
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.008142 0.974359 fi:0.147806. Ave ac:0.008720,0.008619
Initialization: 6.677000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.143000
Kernel 1: 0.024000
Kernel 2: 90.845001
Copyback: 0.018000
Sum: 0.023000
It 22,Best ac:0.005358 0.961538 fi:0.175973. Ave ac:0.007920,0.010614
Initialization: 6.561000
Memcpy Classifiers: 0.366000
Memcpy Instances: 9.195000
Kernel 1: 0.023000
Kernel 2: 87.964996
Copyback: 0.016000
Sum: 0.021000
It 23,Best ac:0.006644 0.885714 fi:0.236942. Ave ac:0.008916,0.014916
Initialization: 6.651000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.640000
Kernel 1: 0.024000
Kernel 2: 89.793999
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.005358 0.925926 fi:0.194498. Ave ac:0.009525,0.015720
Initialization: 6.808000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.309000
Kernel 1: 0.023000
Kernel 2: 86.970001
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.007074 0.916667 fi:0.205099. Ave ac:0.009276,0.012301
MDL Theory Length Weight: 1.0385266763 (10)
Initialization: 6.684000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.130000
Kernel 1: 0.024000
Kernel 2: 87.654999
Copyback: 0.018000
Sum: 0.022000
It 26,Best ac:0.006644 0.968750 fi:0.150247. Ave ac:0.010399,0.012530
Initialization: 6.623000
Memcpy Classifiers: 0.247000
Memcpy Instances: 9.246000
Kernel 1: 0.024000
Kernel 2: 91.529999
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.005358 1.000000 fi:0.119289. Ave ac:0.008208,0.012628
Initialization: 6.627000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.230000
Kernel 1: 0.023000
Kernel 2: 89.154999
Copyback: 0.018000
Sum: 0.026000
It 28,Best ac:0.006001 0.903226 fi:0.220001. Ave ac:0.008402,0.009725
Initialization: 6.755000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.166000
Kernel 1: 0.025000
Kernel 2: 89.494003
Copyback: 0.018000
Sum: 0.023000
It 29,Best ac:0.005359 0.925926 fi:0.193947. Ave ac:0.008553,0.010697
Initialization: 6.774000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.168000
Kernel 1: 0.024000
Kernel 2: 90.399002
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.006644 0.939394 fi:0.182155. Ave ac:0.007067,0.007665
Initialization: 6.702000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.190000
Kernel 1: 0.022000
Kernel 2: 86.469002
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.005144 0.960000 fi:0.157920. Ave ac:0.008214,0.009887
Initialization: 6.818000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.179000
Kernel 1: 0.023000
Kernel 2: 88.667999
Copyback: 0.020000
Sum: 0.022000
It 32,Best ac:0.004930 0.958333 fi:0.164622. Ave ac:0.009581,0.009618
Initialization: 6.695000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.226000
Kernel 1: 0.022000
Kernel 2: 87.889000
Copyback: 0.018000
Sum: 0.024000
It 33,Best ac:0.007072 0.970588 fi:0.146424. Ave ac:0.008155,0.007895
Initialization: 19.973000
Memcpy Instances: 469.822998
Memcpy Classifiers: 0.221000
Kernel 1: 0.025000
Kernel 2: 454.623993
Copyback: 0.020000
Sum: 0.005000
Memcpy Classifiers: 0.050000
Kernel 1: 0.017000
Kernel 2: 467.359985
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 445.864014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 453.635010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 456.230011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 475.770996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 455.029999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 448.895996
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 469.259003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 454.184998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 457.302002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 451.179993
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 469.667999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 453.036987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 270.808014
Copyback: 0.018000
Sum: 0.001000
It 34,Best ac:0.005255 0.883922 fi:0.239561. Ave ac:0.007747,0.028337
Best acc 0.005255 0.883922
Rule:Att PSSM_-2_7 is [<6.532885]|Att PSSM_-1_4 is [<-1.731759]|Att PSSM_0_4 is [<0.477080]|Att PSSM_0_6 is [<-4.882360]|Att PSSM_1_6 is [<-3.872866]|Att PSSM_2_2 is [-6.377986,5.989193]|Att PSSM_2_3 is [<3.663352]|Att PSSM_2_12 is [-6.015090,-1.984910]|1
Accuracy : 0.708606
0	1	
163820	260	
68112	2446	
Removed 1387 instances. 231932 Instances left. Acc of rule 0.005255-0.883922
Initialization: 6.672000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.147000
Kernel 1: 0.024000
Kernel 2: 111.985001
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.006163 accuracy2:0.288365
Initialization: 6.667000
Memcpy Classifiers: 0.514000
Memcpy Instances: 9.236000
Kernel 1: 0.026000
Kernel 2: 120.467003
Copyback: 0.018000
Sum: 0.038000
It 0,Best ac:0.004959 0.696970 fi:0.403004. Ave ac:0.012320,0.016600
Initialization: 6.627000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.111000
Kernel 1: 0.025000
Kernel 2: 121.567001
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.021341 0.722628 fi:0.371671. Ave ac:0.015762,0.017600
Initialization: 7.274000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.090000
Kernel 1: 0.026000
Kernel 2: 115.862999
Copyback: 0.018000
Sum: 0.030000
It 2,Best ac:0.004743 0.785714 fi:0.339975. Ave ac:0.016577,0.016406
Initialization: 6.704000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.312000
Kernel 1: 0.024000
Kernel 2: 112.435997
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005175 0.727273 fi:0.372626. Ave ac:0.015734,0.016683
Initialization: 6.613000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.099000
Kernel 1: 0.026000
Kernel 2: 109.549004
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.007976 0.925000 fi:0.173928. Ave ac:0.015820,0.016064
Initialization: 7.463000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.084000
Kernel 1: 0.023000
Kernel 2: 103.320000
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.005821 1.000000 fi:0.099675. Ave ac:0.013683,0.013181
Initialization: 6.555000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.123000
Kernel 1: 0.025000
Kernel 2: 106.152000
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.007978 0.840909 fi:0.258019. Ave ac:0.011694,0.010343
Initialization: 6.586000
Memcpy Classifiers: 0.358000
Memcpy Instances: 9.141000
Kernel 1: 0.024000
Kernel 2: 108.637001
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.006251 0.852941 fi:0.246586. Ave ac:0.012802,0.010391
Initialization: 6.611000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.553000
Kernel 1: 0.024000
Kernel 2: 104.056999
Copyback: 0.044000
Sum: 0.036000
It 8,Best ac:0.005605 0.896552 fi:0.203199. Ave ac:0.013192,0.010980
Initialization: 6.741000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.085000
Kernel 1: 0.024000
Kernel 2: 102.120003
Copyback: 0.018000
Sum: 0.030000
It 9,Best ac:0.008409 0.906977 fi:0.191802. Ave ac:0.012380,0.010911
Iteration 10:MDL fitness activated
Error 0.191802 TL 0.033930
MDL Theory Length Weight: 1.8843180924 (5)
Initialization: 6.622000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.173000
Kernel 1: 0.025000
Kernel 2: 99.908997
Copyback: 0.022000
Sum: 0.028000
It 10,Best ac:0.004959 0.920000 fi:0.229772. Ave ac:0.012015,0.009927
Initialization: 7.093000
Memcpy Classifiers: 0.377000
Memcpy Instances: 9.088000
Kernel 1: 0.024000
Kernel 2: 100.403999
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.007760 0.878049 fi:0.269390. Ave ac:0.011358,0.010363
Initialization: 6.668000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.103000
Kernel 1: 0.025000
Kernel 2: 99.376999
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.007545 0.875000 fi:0.270033. Ave ac:0.011506,0.010269
Initialization: 6.672000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.105000
Kernel 1: 0.025000
Kernel 2: 99.442001
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.007329 0.918919 fi:0.236515. Ave ac:0.012068,0.010686
Initialization: 6.642000
Memcpy Classifiers: 0.367000
Memcpy Instances: 9.097000
Kernel 1: 0.024000
Kernel 2: 95.138000
Copyback: 0.018000
Sum: 0.035000
It 14,Best ac:0.005390 0.892857 fi:0.252740. Ave ac:0.012694,0.012278
Initialization: 6.674000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.093000
Kernel 1: 0.023000
Kernel 2: 90.264999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.008193 0.904762 fi:0.248889. Ave ac:0.010805,0.009730
Initialization: 6.693000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.140000
Kernel 1: 0.022000
Kernel 2: 89.488998
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004742 1.000000 fi:0.181019. Ave ac:0.010726,0.015063
Initialization: 6.720000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.558000
Kernel 1: 0.022000
Kernel 2: 88.655998
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.006036 0.933333 fi:0.215285. Ave ac:0.010114,0.008387
Initialization: 6.614000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.302000
Kernel 1: 0.023000
Kernel 2: 87.607002
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.005605 0.928571 fi:0.227581. Ave ac:0.009360,0.007263
Initialization: 6.690000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.108000
Kernel 1: 0.023000
Kernel 2: 84.706001
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.004959 0.958333 fi:0.204211. Ave ac:0.008505,0.006712
Initialization: 6.630000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.202000
Kernel 1: 0.024000
Kernel 2: 88.152000
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.005605 0.962963 fi:0.183233. Ave ac:0.010514,0.007620
Initialization: 6.719000
Memcpy Classifiers: 0.321000
Memcpy Instances: 10.354000
Kernel 1: 0.024000
Kernel 2: 86.713997
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.005389 1.000000 fi:0.158532. Ave ac:0.008521,0.005936
Initialization: 6.640000
Memcpy Classifiers: 0.324000
Memcpy Instances: 9.148000
Kernel 1: 0.025000
Kernel 2: 86.146004
Copyback: 0.016000
Sum: 0.031000
It 22,Best ac:0.005389 1.000000 fi:0.147326. Ave ac:0.009678,0.005536
Initialization: 6.613000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.079000
Kernel 1: 0.025000
Kernel 2: 85.096001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.007329 0.971429 fi:0.171558. Ave ac:0.008073,0.005712
Initialization: 6.673000
Memcpy Classifiers: 0.345000
Memcpy Instances: 9.121000
Kernel 1: 0.025000
Kernel 2: 86.606003
Copyback: 0.020000
Sum: 0.032000
It 24,Best ac:0.006681 0.911765 fi:0.235308. Ave ac:0.007638,0.004625
Initialization: 6.617000
Memcpy Classifiers: 0.358000
Memcpy Instances: 9.787000
Kernel 1: 0.024000
Kernel 2: 86.012001
Copyback: 0.018000
Sum: 0.033000
It 25,Best ac:0.005174 0.923077 fi:0.237401. Ave ac:0.006523,0.004757
Initialization: 6.711000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.136000
Kernel 1: 0.026000
Kernel 2: 82.244003
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.005175 0.960000 fi:0.194524. Ave ac:0.009685,0.005692
Initialization: 6.677000
Memcpy Classifiers: 0.321000
Memcpy Instances: 12.088000
Kernel 1: 0.024000
Kernel 2: 82.169998
Copyback: 0.018000
Sum: 0.033000
It 27,Best ac:0.004743 0.956522 fi:0.208404. Ave ac:0.007968,0.004678
Initialization: 6.678000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.130000
Kernel 1: 0.026000
Kernel 2: 80.966003
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.005175 1.000000 fi:0.149382. Ave ac:0.008013,0.004048
Initialization: 6.868000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.252000
Kernel 1: 0.025000
Kernel 2: 81.693001
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.005174 0.960000 fi:0.187892. Ave ac:0.005867,0.003211
Initialization: 6.764000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.122000
Kernel 1: 0.024000
Kernel 2: 81.649002
Copyback: 0.372000
Sum: 0.032000
It 30,Best ac:0.007762 0.923077 fi:0.224502. Ave ac:0.005534,0.003298
Initialization: 6.561000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.141000
Kernel 1: 0.024000
Kernel 2: 83.010002
Copyback: 0.018000
Sum: 0.034000
It 31,Best ac:0.006034 0.965517 fi:0.183159. Ave ac:0.007963,0.005141
MDL Theory Length Weight: 1.6958862831 (10)
Initialization: 6.662000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.153000
Kernel 1: 0.025000
Kernel 2: 83.544998
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.005389 0.925926 fi:0.208998. Ave ac:0.006880,0.005381
Initialization: 6.727000
Memcpy Classifiers: 0.413000
Memcpy Instances: 9.094000
Kernel 1: 0.025000
Kernel 2: 83.641998
Copyback: 0.018000
Sum: 0.028000
It 33,Best ac:0.005388 1.000000 fi:0.146645. Ave ac:0.008692,0.005901
Initialization: 21.358000
Memcpy Instances: 465.558990
Memcpy Classifiers: 0.063000
Kernel 1: 0.025000
Kernel 2: 443.824005
Copyback: 0.023000
Sum: 0.010000
Memcpy Classifiers: 0.059000
Kernel 1: 0.025000
Kernel 2: 446.798004
Copyback: 0.023000
Sum: 0.004000
Memcpy Classifiers: 0.063000
Kernel 1: 0.023000
Kernel 2: 444.821991
Copyback: 0.022000
Sum: 0.004000
Memcpy Classifiers: 0.063000
Kernel 1: 0.021000
Kernel 2: 452.417999
Copyback: 0.020000
Sum: 0.003000
Memcpy Classifiers: 0.062000
Kernel 1: 0.019000
Kernel 2: 438.921997
Copyback: 8.411000
Sum: 0.005000
Memcpy Classifiers: 0.064000
Kernel 1: 0.021000
Kernel 2: 437.602997
Copyback: 0.454000
Sum: 0.006000
Memcpy Classifiers: 0.067000
Kernel 1: 0.033000
Kernel 2: 452.053986
Copyback: 1.717000
Sum: 0.119000
Memcpy Classifiers: 1.558000
Kernel 1: 0.014000
Kernel 2: 439.776001
Copyback: 0.700000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 440.618011
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.016000
Kernel 2: 444.371002
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 448.838013
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 446.389008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 438.722992
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 442.265991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 179.705002
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004911 0.862879 fi:0.286274. Ave ac:0.008402,0.029821
Best acc 0.004911 0.862879
Initialization: 6.620000
Memcpy Classifiers: 0.558000
Memcpy Instances: 9.122000
Kernel 1: 0.026000
Kernel 2: 114.469002
Copyback: 0.018000
Sum: 0.033000
Initial population average accuracy1:0.006564 accuracy2:0.281827
Initialization: 7.153000
Memcpy Classifiers: 0.524000
Memcpy Instances: 9.105000
Kernel 1: 0.023000
Kernel 2: 119.807999
Copyback: 0.018000
Sum: 0.056000
It 0,Best ac:0.007329 0.680000 fi:0.419154. Ave ac:0.013574,0.018106
Initialization: 6.649000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.610000
Kernel 1: 0.024000
Kernel 2: 121.515999
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.004526 0.807692 fi:0.358350. Ave ac:0.017329,0.021699
Initialization: 6.646000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.100000
Kernel 1: 0.023000
Kernel 2: 117.653999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.014877 0.704082 fi:0.392457. Ave ac:0.017813,0.022592
Initialization: 6.557000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.128000
Kernel 1: 0.024000
Kernel 2: 118.436996
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.017245 0.769231 fi:0.326491. Ave ac:0.018767,0.022753
Initialization: 6.727000
Memcpy Classifiers: 0.455000
Memcpy Instances: 9.174000
Kernel 1: 0.022000
Kernel 2: 113.320000
Copyback: 0.020000
Sum: 0.033000
It 4,Best ac:0.006682 0.775000 fi:0.324376. Ave ac:0.018190,0.017709
Initialization: 6.637000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.549000
Kernel 1: 0.024000
Kernel 2: 108.789001
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.007546 0.833333 fi:0.265744. Ave ac:0.019652,0.020697
Initialization: 6.648000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.138000
Kernel 1: 0.023000
Kernel 2: 108.449997
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.006467 0.857143 fi:0.242308. Ave ac:0.019008,0.018297
Initialization: 6.676000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.146000
Kernel 1: 0.022000
Kernel 2: 106.755997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.006684 0.885714 fi:0.213662. Ave ac:0.015890,0.015257
Initialization: 6.673000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.108000
Kernel 1: 0.025000
Kernel 2: 107.695000
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.005389 0.961538 fi:0.138286. Ave ac:0.014648,0.016172
Initialization: 6.709000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.075000
Kernel 1: 0.025000
Kernel 2: 106.725998
Copyback: 0.018000
Sum: 0.027000
It 9,Best ac:0.005175 0.923077 fi:0.176822. Ave ac:0.012487,0.014077
Iteration 10:MDL fitness activated
Error 0.176822 TL 0.037285
MDL Theory Length Weight: 1.5808083223 (2)
Initialization: 6.576000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.142000
Kernel 1: 0.025000
Kernel 2: 109.495003
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.004958 0.884615 fi:0.263527. Ave ac:0.010833,0.011846
Initialization: 6.632000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.105000
Kernel 1: 0.023000
Kernel 2: 106.141998
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004958 0.920000 fi:0.226342. Ave ac:0.010088,0.010438
Initialization: 6.589000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.132000
Kernel 1: 0.024000
Kernel 2: 104.343002
Copyback: 0.018000
Sum: 0.032000
It 12,Best ac:0.005389 0.961538 fi:0.189119. Ave ac:0.009822,0.009799
Initialization: 6.709000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.104000
Kernel 1: 0.025000
Kernel 2: 103.773003
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.004958 1.000000 fi:0.149632. Ave ac:0.011837,0.012835
Initialization: 6.589000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.166000
Kernel 1: 0.024000
Kernel 2: 99.431999
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.007760 0.923077 fi:0.222917. Ave ac:0.010336,0.012704
Initialization: 6.648000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.323000
Kernel 1: 0.023000
Kernel 2: 97.647003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.009054 0.954545 fi:0.196025. Ave ac:0.009656,0.008917
Initialization: 6.609000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.558000
Kernel 1: 0.025000
Kernel 2: 103.089996
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.005174 0.857143 fi:0.287645. Ave ac:0.010625,0.008286
Initialization: 6.653000
Memcpy Classifiers: 0.373000
Memcpy Instances: 9.142000
Kernel 1: 0.026000
Kernel 2: 98.004997
Copyback: 0.018000
Sum: 0.029000
It 17,Best ac:0.005821 0.931034 fi:0.217348. Ave ac:0.008919,0.007869
Initialization: 7.071000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.085000
Kernel 1: 0.024000
Kernel 2: 96.064003
Copyback: 0.018000
Sum: 0.030000
It 18,Best ac:0.006900 0.888889 fi:0.259623. Ave ac:0.008934,0.007456
Initialization: 6.670000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.555000
Kernel 1: 0.025000
Kernel 2: 94.030998
Copyback: 0.018000
Sum: 0.030000
It 19,Best ac:0.006684 0.939394 fi:0.204822. Ave ac:0.010267,0.008065
Initialization: 7.123000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.127000
Kernel 1: 0.025000
Kernel 2: 94.430000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.004959 0.958333 fi:0.186680. Ave ac:0.010210,0.010093
Initialization: 6.657000
Memcpy Classifiers: 0.341000
Memcpy Instances: 10.312000
Kernel 1: 0.023000
Kernel 2: 91.057999
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.005821 0.931034 fi:0.206200. Ave ac:0.008599,0.008181
Initialization: 6.633000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.578000
Kernel 1: 0.034000
Kernel 2: 89.624001
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.006468 0.937500 fi:0.210376. Ave ac:0.008516,0.007494
MDL Theory Length Weight: 1.4227274901 (10)
Initialization: 6.657000
Memcpy Classifiers: 0.385000
Memcpy Instances: 9.975000
Kernel 1: 0.024000
Kernel 2: 92.203003
Copyback: 0.018000
Sum: 0.029000
It 23,Best ac:0.005603 0.962963 fi:0.191435. Ave ac:0.008397,0.006032
Initialization: 6.714000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.616000
Kernel 1: 0.023000
Kernel 2: 90.572998
Copyback: 0.019000
Sum: 0.030000
It 24,Best ac:0.006034 0.933333 fi:0.208194. Ave ac:0.009922,0.006854
Initialization: 7.156000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.101000
Kernel 1: 0.024000
Kernel 2: 90.813004
Copyback: 0.020000
Sum: 0.033000
It 25,Best ac:0.007114 1.000000 fi:0.141967. Ave ac:0.009446,0.006995
Initialization: 6.607000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.358000
Kernel 1: 0.024000
Kernel 2: 90.265999
Copyback: 0.018000
Sum: 0.030000
It 26,Best ac:0.004742 0.956522 fi:0.208216. Ave ac:0.008182,0.005296
Initialization: 7.123000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.458000
Kernel 1: 0.024000
Kernel 2: 89.621002
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.005605 0.962963 fi:0.178892. Ave ac:0.007891,0.005449
Initialization: 6.767000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.516000
Kernel 1: 0.023000
Kernel 2: 91.720001
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.006251 0.935484 fi:0.204714. Ave ac:0.007761,0.005385
Initialization: 6.695000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.229000
Kernel 1: 0.025000
Kernel 2: 92.915001
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.015952 0.973684 fi:0.154331. Ave ac:0.009125,0.006720
Initialization: 6.695000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.725000
Kernel 1: 0.025000
Kernel 2: 91.230003
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.006253 0.966667 fi:0.183365. Ave ac:0.008144,0.005614
Initialization: 6.670000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.112000
Kernel 1: 0.026000
Kernel 2: 94.417000
Copyback: 0.018000
Sum: 0.027000
It 31,Best ac:0.004957 0.958333 fi:0.182493. Ave ac:0.008982,0.005951
Initialization: 6.624000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.300000
Kernel 1: 0.025000
Kernel 2: 93.165001
Copyback: 0.018000
Sum: 0.027000
It 32,Best ac:0.004957 0.958333 fi:0.192529. Ave ac:0.007996,0.005656
Initialization: 7.263000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.353000
Kernel 1: 0.025000
Kernel 2: 92.907997
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.006253 0.966667 fi:0.170453. Ave ac:0.008221,0.005195
Initialization: 24.296000
Memcpy Instances: 456.881989
Memcpy Classifiers: 0.054000
Kernel 1: 0.027000
Kernel 2: 475.684998
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.054000
Kernel 1: 0.016000
Kernel 2: 480.888000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 482.688995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 474.901001
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.055000
Kernel 1: 0.021000
Kernel 2: 474.924011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 478.917999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 489.031006
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 483.261993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 466.695007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.016000
Kernel 2: 480.226013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 482.417999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 476.381012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 476.173004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 471.122009
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 189.302994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004799 0.870211 fi:0.286153. Ave ac:0.008461,0.029600
Best acc 0.004799 0.870211
Rule:Att PSSM_-3_6 is [<-1.835254]|Att PSSM_-2_13 is [-2.485299,3.796287]|Att PSSM_-1_2 is [<-2.626265]|Att PSSM_0_12 is [<-3.635495]|Att PSSM_1_2 is [-6.221931,-1.778069]|Att PSSM_1_5 is [<8.561982]|Att PSSM_1_15 is [<2.122687]|Att PSSM_3_12 is [-4.925890,-2.829913]|Att PSSM_3_20 is [<3.767250]|1
Accuracy : 0.712689
0	1	
163639	441	
66973	3585	
Removed 1320 instances. 230612 Instances left. Acc of rule 0.004911-0.862879
Initialization: 6.660000
Memcpy Classifiers: 0.612000
Memcpy Instances: 9.588000
Kernel 1: 0.025000
Kernel 2: 110.610001
Copyback: 0.018000
Sum: 0.037000
Initial population average accuracy1:0.006508 accuracy2:0.287422
Initialization: 6.717000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.066000
Kernel 1: 0.026000
Kernel 2: 118.302002
Copyback: 0.017000
Sum: 0.061000
It 0,Best ac:0.004553 0.750000 fi:0.401095. Ave ac:0.013297,0.020069
Initialization: 7.328000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.098000
Kernel 1: 0.026000
Kernel 2: 122.763000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.019514 0.652174 fi:0.442682. Ave ac:0.015538,0.019478
Initialization: 6.688000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.037000
Kernel 1: 0.026000
Kernel 2: 120.834000
Copyback: 0.018000
Sum: 0.033000
It 2,Best ac:0.005205 0.774194 fi:0.325675. Ave ac:0.015126,0.016378
Initialization: 6.606000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.063000
Kernel 1: 0.025000
Kernel 2: 117.708000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.005853 0.710526 fi:0.389116. Ave ac:0.013797,0.013792
Initialization: 6.551000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.105000
Kernel 1: 0.027000
Kernel 2: 113.980003
Copyback: 0.018000
Sum: 0.029000
It 4,Best ac:0.005636 0.787879 fi:0.311839. Ave ac:0.013866,0.011945
Initialization: 6.674000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.040000
Kernel 1: 0.027000
Kernel 2: 115.264000
Copyback: 0.019000
Sum: 0.033000
It 5,Best ac:0.004770 0.956522 fi:0.154813. Ave ac:0.015294,0.013710
Initialization: 6.587000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.070000
Kernel 1: 0.026000
Kernel 2: 109.266998
Copyback: 0.018000
Sum: 0.031000
It 6,Best ac:0.005205 0.800000 fi:0.299868. Ave ac:0.011132,0.011128
Initialization: 6.556000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.517000
Kernel 1: 0.023000
Kernel 2: 109.310997
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.007372 0.894737 fi:0.204372. Ave ac:0.013920,0.013911
Initialization: 6.588000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.073000
Kernel 1: 0.025000
Kernel 2: 107.744003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.005636 0.838710 fi:0.261008. Ave ac:0.012741,0.013111
Initialization: 6.648000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.055000
Kernel 1: 0.024000
Kernel 2: 105.735001
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.008456 0.812500 fi:0.286229. Ave ac:0.013188,0.015702
Iteration 10:MDL fitness activated
Error 0.286229 TL 0.032380
MDL Theory Length Weight: 2.9465475504 (5)
Initialization: 6.627000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.098000
Kernel 1: 0.023000
Kernel 2: 104.635002
Copyback: 0.017000
Sum: 0.294000
It 10,Best ac:0.006071 0.903226 fi:0.250961. Ave ac:0.013000,0.013193
Initialization: 6.642000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.107000
Kernel 1: 0.023000
Kernel 2: 102.880997
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.006505 0.857143 fi:0.293527. Ave ac:0.014147,0.016307
Initialization: 7.179000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.119000
Kernel 1: 0.025000
Kernel 2: 100.658997
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.008890 0.872340 fi:0.281696. Ave ac:0.013808,0.014147
Initialization: 6.614000
Memcpy Classifiers: 0.372000
Memcpy Instances: 9.017000
Kernel 1: 0.025000
Kernel 2: 100.456001
Copyback: 0.021000
Sum: 0.037000
It 13,Best ac:0.008021 0.840909 fi:0.323067. Ave ac:0.011563,0.012666
Initialization: 6.781000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.096000
Kernel 1: 0.023000
Kernel 2: 103.157997
Copyback: 0.018000
Sum: 0.030000
It 14,Best ac:0.006287 0.878788 fi:0.298415. Ave ac:0.011677,0.011469
Initialization: 6.733000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.059000
Kernel 1: 0.025000
Kernel 2: 98.388000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.005203 0.888889 fi:0.292115. Ave ac:0.011827,0.013664
Initialization: 6.585000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.069000
Kernel 1: 0.025000
Kernel 2: 101.099998
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.005421 0.961538 fi:0.215809. Ave ac:0.010665,0.010698
Initialization: 6.622000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.081000
Kernel 1: 0.026000
Kernel 2: 98.928001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.006287 0.935484 fi:0.250063. Ave ac:0.008004,0.006625
Initialization: 6.605000
Memcpy Classifiers: 0.374000
Memcpy Instances: 9.499000
Kernel 1: 0.025000
Kernel 2: 104.341003
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.005637 0.896552 fi:0.279162. Ave ac:0.006489,0.006447
Initialization: 6.740000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.037000
Kernel 1: 0.025000
Kernel 2: 99.264000
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.005637 0.928571 fi:0.246283. Ave ac:0.008798,0.009445
Initialization: 6.685000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.082000
Kernel 1: 0.024000
Kernel 2: 98.403000
Copyback: 0.021000
Sum: 0.033000
It 20,Best ac:0.007155 0.916667 fi:0.258513. Ave ac:0.008264,0.005932
Initialization: 6.697000
Memcpy Classifiers: 0.346000
Memcpy Instances: 9.031000
Kernel 1: 0.025000
Kernel 2: 97.362000
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.005422 0.862069 fi:0.306082. Ave ac:0.007399,0.007488
Initialization: 6.662000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.037000
Kernel 1: 0.028000
Kernel 2: 99.199997
Copyback: 0.018000
Sum: 0.030000
It 22,Best ac:0.006503 0.909091 fi:0.244813. Ave ac:0.009412,0.008517
Initialization: 7.114000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.050000
Kernel 1: 0.026000
Kernel 2: 96.832001
Copyback: 0.017000
Sum: 0.098000
It 23,Best ac:0.004986 0.920000 fi:0.259983. Ave ac:0.008046,0.008473
Initialization: 6.596000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.100000
Kernel 1: 0.025000
Kernel 2: 99.496002
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.006722 0.911765 fi:0.244157. Ave ac:0.006928,0.008546
Initialization: 6.648000
Memcpy Classifiers: 0.319000
Memcpy Instances: 9.058000
Kernel 1: 0.026000
Kernel 2: 98.115997
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.006720 0.885714 fi:0.268534. Ave ac:0.009013,0.006532
MDL Theory Length Weight: 2.6518927953 (10)
Initialization: 6.711000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.023000
Kernel 1: 0.025000
Kernel 2: 97.011002
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.005205 1.000000 fi:0.166175. Ave ac:0.009473,0.007156
Initialization: 6.773000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.031000
Kernel 1: 0.026000
Kernel 2: 98.294998
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.012573 0.906250 fi:0.241151. Ave ac:0.006205,0.004993
Initialization: 7.049000
Memcpy Classifiers: 0.369000
Memcpy Instances: 9.054000
Kernel 1: 0.026000
Kernel 2: 98.689003
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.004987 0.920000 fi:0.233158. Ave ac:0.007888,0.006763
Initialization: 6.711000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.054000
Kernel 1: 0.026000
Kernel 2: 99.086998
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.005636 0.866667 fi:0.285041. Ave ac:0.007123,0.005267
Initialization: 6.587000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.508000
Kernel 1: 0.023000
Kernel 2: 96.424004
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.006071 0.933333 fi:0.225427. Ave ac:0.007377,0.005092
Initialization: 6.624000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.191000
Kernel 1: 0.026000
Kernel 2: 96.894997
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.009324 0.914894 fi:0.236867. Ave ac:0.007503,0.004536
Initialization: 6.481000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.050000
Kernel 1: 0.025000
Kernel 2: 96.684998
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.006938 0.914286 fi:0.263894. Ave ac:0.008309,0.004339
Initialization: 6.620000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.123000
Kernel 1: 0.024000
Kernel 2: 94.512001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.004986 0.920000 fi:0.233973. Ave ac:0.007934,0.005217
Initialization: 20.297001
Memcpy Instances: 457.375000
Memcpy Classifiers: 0.061000
Kernel 1: 0.029000
Kernel 2: 482.915985
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 471.903015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 477.403015
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 479.813995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 477.153992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 478.356995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 481.364990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 471.545013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 463.968994
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 466.121002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 490.329987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 491.684998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 491.365997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 496.242004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 190.729996
Copyback: 0.370000
Sum: 0.000000
It 34,Best ac:0.005520 0.819704 fi:0.339250. Ave ac:0.007354,0.025759
Best acc 0.005520 0.819704
Initialization: 6.636000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.824000
Kernel 1: 0.026000
Kernel 2: 112.051003
Copyback: 0.018000
Sum: 0.034000
Initial population average accuracy1:0.005379 accuracy2:0.285028
Initialization: 6.591000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.020000
Kernel 1: 0.027000
Kernel 2: 115.028999
Copyback: 0.018000
Sum: 0.058000
It 0,Best ac:0.009974 0.676471 fi:0.421727. Ave ac:0.008824,0.011755
Initialization: 6.587000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.055000
Kernel 1: 0.025000
Kernel 2: 122.266998
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.009540 0.758621 fi:0.339729. Ave ac:0.013044,0.015515
Initialization: 6.692000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.023000
Kernel 1: 0.026000
Kernel 2: 120.706001
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.009105 0.807692 fi:0.290811. Ave ac:0.012633,0.013847
Initialization: 6.642000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.038000
Kernel 1: 0.033000
Kernel 2: 119.262001
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.009757 0.849057 fi:0.249217. Ave ac:0.012462,0.010950
Initialization: 6.630000
Memcpy Classifiers: 0.426000
Memcpy Instances: 9.057000
Kernel 1: 0.025000
Kernel 2: 118.191002
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.007804 0.818182 fi:0.280777. Ave ac:0.012240,0.012303
Initialization: 6.624000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.809000
Kernel 1: 0.023000
Kernel 2: 118.568001
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.006505 0.810811 fi:0.288602. Ave ac:0.012624,0.011206
Initialization: 6.653000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.048000
Kernel 1: 0.023000
Kernel 2: 115.500999
Copyback: 0.020000
Sum: 0.033000
It 6,Best ac:0.006071 0.875000 fi:0.224564. Ave ac:0.013543,0.013903
Initialization: 6.605000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.067000
Kernel 1: 0.023000
Kernel 2: 113.325996
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.008241 0.826087 fi:0.272718. Ave ac:0.011552,0.011746
Initialization: 6.635000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.037000
Kernel 1: 0.025000
Kernel 2: 113.987999
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.004769 0.916667 fi:0.194668. Ave ac:0.010851,0.012607
Initialization: 6.639000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.045000
Kernel 1: 0.024000
Kernel 2: 120.596001
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.005203 0.857143 fi:0.242727. Ave ac:0.010465,0.009594
Iteration 10:MDL fitness activated
Error 0.242727 TL 0.031636
MDL Theory Length Weight: 2.5575021399 (2)
Initialization: 6.538000
Memcpy Classifiers: 0.371000
Memcpy Instances: 9.013000
Kernel 1: 0.025000
Kernel 2: 114.116997
Copyback: 0.018000
Sum: 0.036000
It 10,Best ac:0.005856 0.818182 fi:0.334931. Ave ac:0.012389,0.012363
Initialization: 6.633000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.220000
Kernel 1: 0.024000
Kernel 2: 112.926003
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.005421 0.892857 fi:0.240633. Ave ac:0.012494,0.012722
Initialization: 6.670000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.022000
Kernel 1: 0.023000
Kernel 2: 111.481003
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004770 0.916667 fi:0.252533. Ave ac:0.011089,0.011529
Initialization: 6.638000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.071000
Kernel 1: 0.025000
Kernel 2: 110.014000
Copyback: 0.017000
Sum: 0.038000
It 13,Best ac:0.005854 0.931034 fi:0.228114. Ave ac:0.012595,0.013633
Initialization: 6.628000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.113000
Kernel 1: 0.024000
Kernel 2: 110.869003
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.006505 0.909091 fi:0.257800. Ave ac:0.010480,0.010325
Initialization: 6.721000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.056000
Kernel 1: 0.024000
Kernel 2: 112.476997
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.005421 0.781250 fi:0.378051. Ave ac:0.008449,0.009940
Initialization: 6.606000
Memcpy Classifiers: 0.322000
Memcpy Instances: 10.368000
Kernel 1: 0.024000
Kernel 2: 109.458000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.009107 0.893617 fi:0.266305. Ave ac:0.009995,0.011749
Initialization: 6.619000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.030000
Kernel 1: 0.024000
Kernel 2: 107.464996
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.007155 0.891892 fi:0.264915. Ave ac:0.014941,0.016203
Initialization: 6.593000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.051000
Kernel 1: 0.023000
Kernel 2: 106.472000
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.006288 1.000000 fi:0.172723. Ave ac:0.015779,0.015923
Initialization: 6.784000
Memcpy Classifiers: 0.324000
Memcpy Instances: 9.095000
Kernel 1: 0.022000
Kernel 2: 104.130997
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.004986 0.851852 fi:0.312481. Ave ac:0.012631,0.012529
Initialization: 6.654000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.031000
Kernel 1: 0.023000
Kernel 2: 102.653000
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.006506 0.937500 fi:0.218943. Ave ac:0.014598,0.014510
Initialization: 7.381000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.058000
Kernel 1: 0.034000
Kernel 2: 100.583000
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.006288 0.828571 fi:0.316467. Ave ac:0.014302,0.017084
Initialization: 6.740000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.107000
Kernel 1: 0.025000
Kernel 2: 99.218002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004987 0.920000 fi:0.233940. Ave ac:0.014190,0.014792
Initialization: 6.670000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.047000
Kernel 1: 0.023000
Kernel 2: 100.036003
Copyback: 0.018000
Sum: 0.028000
It 23,Best ac:0.005421 0.961538 fi:0.204738. Ave ac:0.017620,0.021572
Initialization: 7.060000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.108000
Kernel 1: 0.024000
Kernel 2: 100.355003
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.005636 0.928571 fi:0.222225. Ave ac:0.015158,0.012855
Initialization: 6.745000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.017000
Kernel 1: 0.024000
Kernel 2: 98.642998
Copyback: 0.018000
Sum: 0.029000
It 25,Best ac:0.006287 0.906250 fi:0.234642. Ave ac:0.013462,0.011709
Initialization: 6.620000
Memcpy Classifiers: 0.322000
Memcpy Instances: 10.904000
Kernel 1: 0.025000
Kernel 2: 95.036003
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.005203 0.923077 fi:0.225562. Ave ac:0.012111,0.009924
Initialization: 6.613000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.168000
Kernel 1: 0.023000
Kernel 2: 92.984001
Copyback: 0.018000
Sum: 0.030000
It 27,Best ac:0.004770 0.916667 fi:0.245060. Ave ac:0.012264,0.007617
MDL Theory Length Weight: 2.3017519259 (10)
Initialization: 6.642000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.038000
Kernel 1: 0.023000
Kernel 2: 94.289001
Copyback: 0.018000
Sum: 0.032000
It 28,Best ac:0.004987 0.958333 fi:0.184047. Ave ac:0.011173,0.010927
Initialization: 6.665000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.161000
Kernel 1: 0.023000
Kernel 2: 92.688004
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.007587 0.972222 fi:0.174185. Ave ac:0.009631,0.008563
Initialization: 6.628000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.089000
Kernel 1: 0.023000
Kernel 2: 92.894997
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.009107 0.913043 fi:0.233583. Ave ac:0.011644,0.009959
Initialization: 6.617000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.129000
Kernel 1: 0.023000
Kernel 2: 92.502998
Copyback: 0.018000
Sum: 0.029000
It 31,Best ac:0.008888 0.891304 fi:0.245138. Ave ac:0.010698,0.009554
Initialization: 6.639000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.693000
Kernel 1: 0.023000
Kernel 2: 92.647003
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.006071 0.965517 fi:0.168140. Ave ac:0.010191,0.009791
Initialization: 7.171000
Memcpy Classifiers: 0.266000
Memcpy Instances: 9.381000
Kernel 1: 0.021000
Kernel 2: 92.467003
Copyback: 0.018000
Sum: 0.027000
It 33,Best ac:0.007372 0.944444 fi:0.202198. Ave ac:0.011385,0.012256
Initialization: 20.337000
Memcpy Instances: 457.671997
Memcpy Classifiers: 0.052000
Kernel 1: 0.026000
Kernel 2: 458.884003
Copyback: 0.502000
Sum: 0.007000
Memcpy Classifiers: 0.052000
Kernel 1: 0.018000
Kernel 2: 482.636993
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 457.658997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 456.411987
Copyback: 0.022000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.021000
Kernel 2: 464.541992
Copyback: 0.022000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.021000
Kernel 2: 473.816986
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 455.863007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 483.828003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 462.679993
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 442.886993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 462.701996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 460.368988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 463.625000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 467.255005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 184.559998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005069 0.815771 fi:0.326581. Ave ac:0.010037,0.036028
Best acc 0.005069 0.815771
Rule:Att PSSM_-4_18 is [<11.594730]|Att PSSM_-1_14 is [-3.271712,6.887614]|Att PSSM_0_7 is [<-4.677880]|Att PSSM_0_11 is [0.450721,6.692794]|Att PSSM_1_12 is [<-1.331628]|Att PSSM_1_15 is [<1.603235]|Att PSSM_3_3 is [<0.539621]|Att PSSM_3_12 is [<-0.602875]|1
Accuracy : 0.716921
0	1	
163359	721	
65700	4858	
Removed 1553 instances. 229059 Instances left. Acc of rule 0.005520-0.819704
Initialization: 6.845000
Memcpy Classifiers: 0.577000
Memcpy Instances: 9.014000
Kernel 1: 0.025000
Kernel 2: 109.514000
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.007077 accuracy2:0.280417
Initialization: 6.682000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.157000
Kernel 1: 0.026000
Kernel 2: 120.718002
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.020301 0.699248 fi:0.395245. Ave ac:0.013835,0.018718
Initialization: 6.607000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.986000
Kernel 1: 0.025000
Kernel 2: 122.873001
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.006549 0.882353 fi:0.217016. Ave ac:0.018253,0.020695
Initialization: 6.694000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.020000
Kernel 1: 0.024000
Kernel 2: 116.264000
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.004147 0.863636 fi:0.353694. Ave ac:0.017780,0.018977
Initialization: 6.607000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.951000
Kernel 1: 0.024000
Kernel 2: 117.719002
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.018991 0.805556 fi:0.289402. Ave ac:0.018248,0.020171
Initialization: 6.604000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.220000
Kernel 1: 0.024000
Kernel 2: 121.500999
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.007202 0.804878 fi:0.294259. Ave ac:0.016409,0.017169
Initialization: 6.551000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.506000
Kernel 1: 0.024000
Kernel 2: 124.052002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.008295 0.950000 fi:0.148750. Ave ac:0.014834,0.017114
Initialization: 6.625000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.076000
Kernel 1: 0.023000
Kernel 2: 120.944000
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.005020 0.884615 fi:0.215295. Ave ac:0.013039,0.014387
Initialization: 6.676000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.441000
Kernel 1: 0.025000
Kernel 2: 125.323997
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.008730 0.851064 fi:0.247531. Ave ac:0.012923,0.014129
Initialization: 6.574000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.992000
Kernel 1: 0.026000
Kernel 2: 126.977997
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.004148 1.000000 fi:0.217330. Ave ac:0.012164,0.012296
Initialization: 6.607000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.977000
Kernel 1: 0.026000
Kernel 2: 128.246002
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.004802 0.916667 fi:0.183322. Ave ac:0.010489,0.008902
Iteration 10:MDL fitness activated
Error 0.183322 TL 0.036134
MDL Theory Length Weight: 1.6911095106 (5)
Initialization: 6.632000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.967000
Kernel 1: 0.026000
Kernel 2: 124.833000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.006767 0.861111 fi:0.289257. Ave ac:0.009433,0.008691
Initialization: 6.650000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.106000
Kernel 1: 0.025000
Kernel 2: 125.522003
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.004801 0.916667 fi:0.246807. Ave ac:0.008699,0.007835
Initialization: 7.121000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.008000
Kernel 1: 0.024000
Kernel 2: 122.647003
Copyback: 0.018000
Sum: 0.031000
It 12,Best ac:0.005676 0.896552 fi:0.259227. Ave ac:0.009336,0.008848
Initialization: 6.566000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.063000
Kernel 1: 0.024000
Kernel 2: 120.557999
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.006112 0.933333 fi:0.214671. Ave ac:0.009606,0.008099
Initialization: 6.615000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.177000
Kernel 1: 0.027000
Kernel 2: 119.961998
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.006330 0.906250 fi:0.234993. Ave ac:0.009985,0.010609
Initialization: 6.538000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.996000
Kernel 1: 0.026000
Kernel 2: 120.628998
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.005894 0.964286 fi:0.204421. Ave ac:0.010357,0.009730
Initialization: 6.801000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.053000
Kernel 1: 0.026000
Kernel 2: 119.511002
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.005239 0.960000 fi:0.186726. Ave ac:0.010067,0.008558
Initialization: 6.535000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.537000
Kernel 1: 0.025000
Kernel 2: 118.898003
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.004584 0.954545 fi:0.237840. Ave ac:0.008306,0.006973
Initialization: 6.592000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.030000
Kernel 1: 0.025000
Kernel 2: 113.946999
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.007202 0.970588 fi:0.179727. Ave ac:0.008535,0.007524
Initialization: 7.177000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.973000
Kernel 1: 0.025000
Kernel 2: 116.239998
Copyback: 0.018000
Sum: 0.032000
It 19,Best ac:0.004584 0.954545 fi:0.221857. Ave ac:0.009657,0.009228
Initialization: 6.635000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.015000
Kernel 1: 0.024000
Kernel 2: 115.249001
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.005457 1.000000 fi:0.153660. Ave ac:0.009118,0.008037
Initialization: 7.136000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.034000
Kernel 1: 0.024000
Kernel 2: 115.915001
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.005894 0.964286 fi:0.190653. Ave ac:0.010031,0.008592
Initialization: 6.564000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.983000
Kernel 1: 0.028000
Kernel 2: 109.450996
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004584 1.000000 fi:0.184412. Ave ac:0.008156,0.006123
Initialization: 6.579000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.988000
Kernel 1: 0.025000
Kernel 2: 107.413002
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.005457 0.961538 fi:0.190856. Ave ac:0.007845,0.005829
Initialization: 6.651000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.084000
Kernel 1: 0.026000
Kernel 2: 106.938004
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.004802 0.956522 fi:0.198703. Ave ac:0.008851,0.008512
Initialization: 6.898000
Memcpy Classifiers: 0.495000
Memcpy Instances: 9.983000
Kernel 1: 0.024000
Kernel 2: 109.983002
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.005021 0.958333 fi:0.201453. Ave ac:0.008908,0.008665
Initialization: 6.710000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.950000
Kernel 1: 0.027000
Kernel 2: 108.933998
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.006112 0.933333 fi:0.210482. Ave ac:0.008909,0.006959
Initialization: 6.629000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.026000
Kernel 1: 0.024000
Kernel 2: 104.974998
Copyback: 0.022000
Sum: 0.035000
It 27,Best ac:0.005676 0.962963 fi:0.186072. Ave ac:0.008282,0.006657
Initialization: 6.632000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.955000
Kernel 1: 0.027000
Kernel 2: 103.285004
Copyback: 0.018000
Sum: 0.029000
It 28,Best ac:0.005894 0.964286 fi:0.196366. Ave ac:0.007930,0.007007
Initialization: 7.099000
Memcpy Classifiers: 0.377000
Memcpy Instances: 9.224000
Kernel 1: 0.020000
Kernel 2: 102.027000
Copyback: 0.018000
Sum: 0.032000
It 29,Best ac:0.005021 0.884615 fi:0.258898. Ave ac:0.006512,0.005329
MDL Theory Length Weight: 1.5219985595 (10)
Initialization: 6.545000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.991000
Kernel 1: 0.024000
Kernel 2: 103.668999
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.006985 0.969697 fi:0.166473. Ave ac:0.009224,0.007274
Initialization: 6.698000
Memcpy Classifiers: 0.374000
Memcpy Instances: 9.449000
Kernel 1: 0.024000
Kernel 2: 102.662003
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.006549 0.909091 fi:0.226258. Ave ac:0.009184,0.007328
Initialization: 6.593000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.068000
Kernel 1: 0.024000
Kernel 2: 101.497002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.005456 0.925926 fi:0.214873. Ave ac:0.009035,0.007496
Initialization: 6.669000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.979000
Kernel 1: 0.028000
Kernel 2: 101.098999
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.009166 0.954545 fi:0.181727. Ave ac:0.009362,0.007981
Initialization: 20.856001
Memcpy Instances: 453.040985
Memcpy Classifiers: 0.063000
Kernel 1: 0.026000
Kernel 2: 500.395996
Copyback: 0.451000
Sum: 0.013000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 482.084991
Copyback: 0.020000
Sum: 0.004000
Memcpy Classifiers: 0.055000
Kernel 1: 0.021000
Kernel 2: 493.341003
Copyback: 0.013000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 485.192993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 487.126007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 484.457001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 475.645996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 484.162994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 480.696991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 512.039978
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 481.563995
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 487.700012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 495.334991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 451.256989
Copyback: 0.017000
Sum: 0.003000
It 34,Best ac:0.005082 0.836207 fi:0.302924. Ave ac:0.008398,0.029745
Best acc 0.005082 0.836207
Initialization: 6.764000
Memcpy Classifiers: 0.577000
Memcpy Instances: 9.445000
Kernel 1: 0.025000
Kernel 2: 110.230003
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.007305 accuracy2:0.269330
Initialization: 6.664000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.979000
Kernel 1: 0.024000
Kernel 2: 115.727997
Copyback: 0.017000
Sum: 0.060000
It 0,Best ac:0.008730 0.677966 fi:0.420629. Ave ac:0.015339,0.024296
Initialization: 7.114000
Memcpy Classifiers: 0.508000
Memcpy Instances: 9.954000
Kernel 1: 0.024000
Kernel 2: 117.135002
Copyback: 0.017000
Sum: 0.073000
It 1,Best ac:0.007640 0.686275 fi:0.412708. Ave ac:0.018086,0.023685
Initialization: 6.635000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.014000
Kernel 1: 0.025000
Kernel 2: 119.399002
Copyback: 0.021000
Sum: 0.038000
It 2,Best ac:0.010260 0.723077 fi:0.374977. Ave ac:0.015401,0.015735
Initialization: 6.588000
Memcpy Classifiers: 0.503000
Memcpy Instances: 9.035000
Kernel 1: 0.022000
Kernel 2: 116.714996
Copyback: 0.019000
Sum: 0.032000
It 3,Best ac:0.006330 0.805556 fi:0.293891. Ave ac:0.014490,0.015594
Initialization: 6.616000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.170000
Kernel 1: 0.024000
Kernel 2: 114.295998
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.005674 0.742857 fi:0.356822. Ave ac:0.014284,0.014300
Initialization: 6.626000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.012000
Kernel 1: 0.026000
Kernel 2: 113.102997
Copyback: 0.018000
Sum: 0.029000
It 5,Best ac:0.005021 0.821429 fi:0.278482. Ave ac:0.014405,0.016159
Initialization: 6.608000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.472000
Kernel 1: 0.024000
Kernel 2: 112.212997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.008077 0.840909 fi:0.257918. Ave ac:0.013412,0.014157
Initialization: 6.641000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.979000
Kernel 1: 0.023000
Kernel 2: 110.091003
Copyback: 0.018000
Sum: 0.030000
It 7,Best ac:0.005457 0.862069 fi:0.237687. Ave ac:0.011752,0.011911
Initialization: 6.592000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.017000
Kernel 1: 0.024000
Kernel 2: 112.261002
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.008513 0.847826 fi:0.250847. Ave ac:0.013357,0.013831
Initialization: 6.557000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.991000
Kernel 1: 0.024000
Kernel 2: 110.181999
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.006330 0.906250 fi:0.193197. Ave ac:0.011299,0.011965
Iteration 10:MDL fitness activated
Error 0.193197 TL 0.040517
MDL Theory Length Weight: 1.5894226355 (1)
Initialization: 6.594000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.985000
Kernel 1: 0.024000
Kernel 2: 107.775002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006767 0.911765 fi:0.230697. Ave ac:0.010836,0.012498
Initialization: 6.609000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.050000
Kernel 1: 0.023000
Kernel 2: 102.926003
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.005676 0.866667 fi:0.284180. Ave ac:0.011064,0.010424
Initialization: 6.660000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.439000
Kernel 1: 0.024000
Kernel 2: 101.486000
Copyback: 0.017000
Sum: 0.027000
It 12,Best ac:0.005457 0.892857 fi:0.252889. Ave ac:0.011659,0.014740
Initialization: 6.891000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.267000
Kernel 1: 0.024000
Kernel 2: 98.002998
Copyback: 0.018000
Sum: 0.032000
It 13,Best ac:0.008513 0.886364 fi:0.254779. Ave ac:0.011539,0.012997
Initialization: 6.711000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.020000
Kernel 1: 0.025000
Kernel 2: 95.985001
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.004802 0.846154 fi:0.302374. Ave ac:0.009220,0.010317
Initialization: 6.625000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.417000
Kernel 1: 0.024000
Kernel 2: 99.584999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.004801 0.956522 fi:0.191167. Ave ac:0.013371,0.014274
Initialization: 6.609000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.962000
Kernel 1: 0.026000
Kernel 2: 101.008003
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.005457 0.925926 fi:0.229823. Ave ac:0.009572,0.008967
Initialization: 6.676000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.984000
Kernel 1: 0.025000
Kernel 2: 101.099998
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.005239 0.923077 fi:0.218032. Ave ac:0.010906,0.009799
Initialization: 6.518000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.982000
Kernel 1: 0.023000
Kernel 2: 101.486000
Copyback: 0.017000
Sum: 0.036000
It 18,Best ac:0.005894 0.931034 fi:0.210269. Ave ac:0.010609,0.009998
Initialization: 6.616000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.951000
Kernel 1: 0.025000
Kernel 2: 105.014999
Copyback: 0.017000
Sum: 0.037000
It 19,Best ac:0.007422 0.944444 fi:0.180404. Ave ac:0.011706,0.011191
Initialization: 6.609000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.522000
Kernel 1: 0.023000
Kernel 2: 106.524002
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.005239 0.960000 fi:0.180396. Ave ac:0.009666,0.008536
Initialization: 6.571000
Memcpy Classifiers: 0.375000
Memcpy Instances: 9.079000
Kernel 1: 0.025000
Kernel 2: 110.128998
Copyback: 0.018000
Sum: 0.033000
It 21,Best ac:0.009385 0.895833 fi:0.227604. Ave ac:0.009261,0.007073
Initialization: 6.663000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.011000
Kernel 1: 0.025000
Kernel 2: 106.762001
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.006767 1.000000 fi:0.131794. Ave ac:0.009457,0.007454
Initialization: 6.720000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.996000
Kernel 1: 0.026000
Kernel 2: 110.388000
Copyback: 0.018000
Sum: 0.035000
It 23,Best ac:0.005021 0.920000 fi:0.215408. Ave ac:0.010050,0.006596
Initialization: 6.585000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.059000
Kernel 1: 0.025000
Kernel 2: 109.371002
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.004801 0.916667 fi:0.223655. Ave ac:0.006866,0.005154
Initialization: 6.620000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.051000
Kernel 1: 0.024000
Kernel 2: 109.109001
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.005239 0.888889 fi:0.250101. Ave ac:0.007603,0.006928
Initialization: 6.602000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.094000
Kernel 1: 0.025000
Kernel 2: 108.421997
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.007204 1.000000 fi:0.128189. Ave ac:0.010140,0.008563
Initialization: 6.608000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.139000
Kernel 1: 0.024000
Kernel 2: 104.446999
Copyback: 0.018000
Sum: 0.035000
It 27,Best ac:0.006111 0.933333 fi:0.191265. Ave ac:0.008024,0.005286
Initialization: 6.558000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.967000
Kernel 1: 0.025000
Kernel 2: 104.478996
Copyback: 0.018000
Sum: 0.037000
It 28,Best ac:0.005021 0.958333 fi:0.182853. Ave ac:0.009734,0.007854
Initialization: 7.115000
Memcpy Classifiers: 0.360000
Memcpy Instances: 9.022000
Kernel 1: 0.026000
Kernel 2: 107.751999
Copyback: 0.018000
Sum: 0.029000
It 29,Best ac:0.006112 0.875000 fi:0.264731. Ave ac:0.007773,0.005210
Initialization: 6.627000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.990000
Kernel 1: 0.027000
Kernel 2: 104.912003
Copyback: 0.019000
Sum: 0.033000
It 30,Best ac:0.005239 0.960000 fi:0.178099. Ave ac:0.009100,0.006569
Initialization: 6.718000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.559000
Kernel 1: 0.025000
Kernel 2: 102.656998
Copyback: 0.018000
Sum: 0.030000
It 31,Best ac:0.005457 0.925926 fi:0.218124. Ave ac:0.008193,0.005735
Initialization: 6.592000
Memcpy Classifiers: 0.336000
Memcpy Instances: 8.968000
Kernel 1: 0.026000
Kernel 2: 100.657997
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.005238 0.888889 fi:0.251152. Ave ac:0.007524,0.004943
Initialization: 6.997000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.135000
Kernel 1: 0.026000
Kernel 2: 103.212997
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.006549 0.937500 fi:0.205611. Ave ac:0.009615,0.006190
Initialization: 21.323000
Memcpy Instances: 451.527008
Memcpy Classifiers: 0.065000
Kernel 1: 0.028000
Kernel 2: 506.018005
Copyback: 0.016000
Sum: 0.011000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 511.739014
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 519.484985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 518.793030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 511.846985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 539.797974
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 519.835022
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 520.567993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 507.410004
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.067000
Kernel 1: 0.022000
Kernel 2: 501.345001
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 513.377991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 515.619019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 510.510986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 468.921997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.006562 0.843434 fi:0.299672. Ave ac:0.008387,0.029287
Best acc 0.006562 0.843434
Rule:Att PSSM_-2_11 is [<6.661081]|Att PSSM_0_6 is [<6.152811]|Att PSSM_0_7 is [-6.937820,-3.062179]|Att PSSM_0_10 is [>-1.346907]|Att PSSM_0_12 is [<-3.861552]|Att PSSM_0_17 is [<6.510939]|Att PSSM_1_12 is [<-3.706382]|Att PSSM_2_12 is [-6.662563,-2.973192]|Att PSSM_3_7 is [-6.524696,1.655182]|Att PSSM_4_12 is [<4.250958]|Att PSSM_4_15 is [<1.050679]|1
Accuracy : 0.722138
0	1	
163080	1000	
64197	6361	
Removed 1782 instances. 227277 Instances left. Acc of rule 0.006562-0.843434
Initialization: 6.736000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.983000
Kernel 1: 0.025000
Kernel 2: 114.352997
Copyback: 0.017000
Sum: 0.031000
Initial population average accuracy1:0.006422 accuracy2:0.256805
Initialization: 6.593000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.867000
Kernel 1: 0.027000
Kernel 2: 122.247002
Copyback: 0.018000
Sum: 0.054000
It 0,Best ac:0.008359 0.666667 fi:0.432015. Ave ac:0.013112,0.019692
Initialization: 6.546000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.912000
Kernel 1: 0.024000
Kernel 2: 129.292999
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.007039 0.653061 fi:0.446095. Ave ac:0.018134,0.023543
Initialization: 6.485000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.906000
Kernel 1: 0.026000
Kernel 2: 125.748001
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.020682 0.648276 fi:0.445970. Ave ac:0.015725,0.017694
Initialization: 6.605000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.905000
Kernel 1: 0.024000
Kernel 2: 124.406998
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.006821 0.738095 fi:0.361140. Ave ac:0.014729,0.014603
Initialization: 6.635000
Memcpy Classifiers: 0.473000
Memcpy Instances: 9.366000
Kernel 1: 0.026000
Kernel 2: 128.591995
Copyback: 0.018000
Sum: 0.026000
It 4,Best ac:0.005059 0.851852 fi:0.248017. Ave ac:0.014153,0.013433
Initialization: 6.600000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.898000
Kernel 1: 0.026000
Kernel 2: 126.987000
Copyback: 0.018000
Sum: 0.029000
It 5,Best ac:0.008579 0.812500 fi:0.286102. Ave ac:0.014297,0.012995
Initialization: 6.570000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.944000
Kernel 1: 0.025000
Kernel 2: 128.651993
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.005279 0.800000 fi:0.299790. Ave ac:0.014013,0.015162
Initialization: 6.529000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.944000
Kernel 1: 0.025000
Kernel 2: 127.136002
Copyback: 0.018000
Sum: 0.029000
It 7,Best ac:0.005061 0.851852 fi:0.248017. Ave ac:0.013315,0.012568
Initialization: 6.570000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.996000
Kernel 1: 0.024000
Kernel 2: 124.588997
Copyback: 0.018000
Sum: 0.029000
It 8,Best ac:0.008581 0.829787 fi:0.268815. Ave ac:0.012432,0.011839
Initialization: 7.059000
Memcpy Classifiers: 0.526000
Memcpy Instances: 8.949000
Kernel 1: 0.026000
Kernel 2: 117.304001
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.005501 0.961538 fi:0.138172. Ave ac:0.011381,0.010832
Iteration 10:MDL fitness activated
Error 0.138172 TL 0.038791
MDL Theory Length Weight: 1.1873205447 (1)
Initialization: 6.571000
Memcpy Classifiers: 0.531000
Memcpy Instances: 8.896000
Kernel 1: 0.026000
Kernel 2: 117.662003
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.005281 0.888889 fi:0.266531. Ave ac:0.009583,0.009118
Initialization: 6.605000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.250000
Kernel 1: 0.025000
Kernel 2: 115.723000
Copyback: 0.018000
Sum: 0.029000
It 11,Best ac:0.008361 0.883721 fi:0.259043. Ave ac:0.010451,0.009850
Initialization: 6.490000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.934000
Kernel 1: 0.026000
Kernel 2: 126.272003
Copyback: 0.017000
Sum: 0.027000
It 12,Best ac:0.007042 0.864865 fi:0.276739. Ave ac:0.008945,0.007547
Initialization: 6.549000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.897000
Kernel 1: 0.026000
Kernel 2: 110.348000
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.012541 0.876923 fi:0.258234. Ave ac:0.009860,0.008869
Initialization: 6.668000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.891000
Kernel 1: 0.025000
Kernel 2: 112.700996
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.004839 0.956522 fi:0.184342. Ave ac:0.009360,0.008559
Initialization: 6.602000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.873000
Kernel 1: 0.027000
Kernel 2: 108.806999
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.004400 0.952381 fi:0.252819. Ave ac:0.008915,0.006487
Initialization: 6.575000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.879000
Kernel 1: 0.025000
Kernel 2: 108.379997
Copyback: 0.018000
Sum: 0.033000
It 16,Best ac:0.007479 0.894737 fi:0.244530. Ave ac:0.008311,0.006121
Initialization: 6.536000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.989000
Kernel 1: 0.026000
Kernel 2: 107.785004
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.004839 0.880000 fi:0.247619. Ave ac:0.007452,0.005969
Initialization: 6.599000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.870000
Kernel 1: 0.026000
Kernel 2: 104.819000
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.007261 0.970588 fi:0.168770. Ave ac:0.009123,0.007566
Initialization: 6.572000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.086000
Kernel 1: 0.025000
Kernel 2: 106.293999
Copyback: 0.018000
Sum: 0.034000
It 19,Best ac:0.005499 0.961538 fi:0.184280. Ave ac:0.008032,0.005528
Initialization: 6.501000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.873000
Kernel 1: 0.027000
Kernel 2: 102.491997
Copyback: 0.018000
Sum: 0.028000
It 20,Best ac:0.008799 0.888889 fi:0.247728. Ave ac:0.007526,0.005232
Initialization: 6.501000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.929000
Kernel 1: 0.026000
Kernel 2: 102.921997
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.005059 0.958333 fi:0.179608. Ave ac:0.009503,0.005648
Initialization: 7.059000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.939000
Kernel 1: 0.024000
Kernel 2: 99.499001
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.004839 0.956522 fi:0.181933. Ave ac:0.006447,0.004567
Initialization: 6.581000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.895000
Kernel 1: 0.026000
Kernel 2: 100.433998
Copyback: 0.019000
Sum: 0.030000
It 23,Best ac:0.005059 1.000000 fi:0.134736. Ave ac:0.008289,0.006206
Initialization: 6.542000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.405000
Kernel 1: 0.025000
Kernel 2: 98.047997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.008361 0.950000 fi:0.191338. Ave ac:0.007179,0.005473
Initialization: 6.766000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.962000
Kernel 1: 0.026000
Kernel 2: 98.891998
Copyback: 0.018000
Sum: 0.034000
It 25,Best ac:0.006379 0.966667 fi:0.175384. Ave ac:0.008529,0.006525
Initialization: 6.561000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.871000
Kernel 1: 0.025000
Kernel 2: 98.112999
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.005059 0.920000 fi:0.212506. Ave ac:0.008805,0.005653
Initialization: 6.614000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.925000
Kernel 1: 0.025000
Kernel 2: 97.917000
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.005499 0.925926 fi:0.207943. Ave ac:0.007210,0.005784
Initialization: 6.605000
Memcpy Classifiers: 0.387000
Memcpy Instances: 8.924000
Kernel 1: 0.026000
Kernel 2: 96.484001
Copyback: 0.018000
Sum: 0.032000
It 28,Best ac:0.007701 0.875000 fi:0.262865. Ave ac:0.009547,0.007216
Initialization: 6.581000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.865000
Kernel 1: 0.027000
Kernel 2: 94.019997
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.005281 0.960000 fi:0.172430. Ave ac:0.008487,0.007642
Initialization: 6.621000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.376000
Kernel 1: 0.024000
Kernel 2: 92.635002
Copyback: 0.018000
Sum: 0.032000
It 30,Best ac:0.005941 0.931034 fi:0.205914. Ave ac:0.007972,0.007085
Initialization: 6.604000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.925000
Kernel 1: 0.025000
Kernel 2: 94.758003
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.004839 0.916667 fi:0.212356. Ave ac:0.010206,0.008547
Initialization: 7.014000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.177000
Kernel 1: 0.024000
Kernel 2: 92.014999
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.005721 0.896552 fi:0.236695. Ave ac:0.007638,0.006033
MDL Theory Length Weight: 1.0685884903 (10)
Initialization: 6.600000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.899000
Kernel 1: 0.027000
Kernel 2: 97.023003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.005059 0.958333 fi:0.175875. Ave ac:0.008332,0.006466
Initialization: 21.629999
Memcpy Instances: 448.558014
Memcpy Classifiers: 0.064000
Kernel 1: 0.030000
Kernel 2: 489.610992
Copyback: 0.367000
Sum: 0.013000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 481.364990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 495.759003
Copyback: 0.020000
Sum: 0.004000
Memcpy Classifiers: 0.065000
Kernel 1: 0.020000
Kernel 2: 500.355988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 492.856995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 490.914001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 482.437012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 492.977997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 499.037994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 495.113007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 500.757996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 506.477997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 482.903015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 245.552002
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005007 0.834923 fi:0.294341. Ave ac:0.007968,0.027560
Best acc 0.005007 0.834923
Initialization: 6.724000
Memcpy Classifiers: 0.595000
Memcpy Instances: 9.069000
Kernel 1: 0.026000
Kernel 2: 111.132004
Copyback: 0.017000
Sum: 0.035000
Initial population average accuracy1:0.004828 accuracy2:0.261371
Initialization: 6.605000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.895000
Kernel 1: 0.025000
Kernel 2: 115.940002
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.010561 0.545455 fi:0.552435. Ave ac:0.009922,0.013467
Initialization: 6.980000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.931000
Kernel 1: 0.023000
Kernel 2: 129.912003
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.014525 0.673469 fi:0.422990. Ave ac:0.015467,0.019617
Initialization: 6.732000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.915000
Kernel 1: 0.024000
Kernel 2: 113.552002
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.010999 0.735294 fi:0.362437. Ave ac:0.017475,0.023715
Initialization: 6.620000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.876000
Kernel 1: 0.023000
Kernel 2: 110.707001
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.008361 0.808511 fi:0.290171. Ave ac:0.017028,0.021565
Initialization: 6.530000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.912000
Kernel 1: 0.026000
Kernel 2: 109.352997
Copyback: 0.017000
Sum: 0.026000
It 4,Best ac:0.006821 0.861111 fi:0.238125. Ave ac:0.013954,0.015708
Initialization: 6.644000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.269000
Kernel 1: 0.026000
Kernel 2: 110.382004
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.005501 0.862069 fi:0.237642. Ave ac:0.013372,0.013271
Initialization: 6.479000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.937000
Kernel 1: 0.025000
Kernel 2: 114.408997
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.004840 0.846154 fi:0.253795. Ave ac:0.012052,0.014650
Initialization: 8.709000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.413000
Kernel 1: 0.024000
Kernel 2: 115.140999
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.009681 0.800000 fi:0.298206. Ave ac:0.010394,0.013672
Initialization: 6.533000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.976000
Kernel 1: 0.023000
Kernel 2: 112.669998
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.004840 0.956522 fi:0.143427. Ave ac:0.012907,0.016017
Initialization: 6.696000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.601000
Kernel 1: 0.024000
Kernel 2: 106.931000
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.005281 0.923077 fi:0.176713. Ave ac:0.010191,0.012335
Iteration 10:MDL fitness activated
Error 0.176713 TL 0.026453
MDL Theory Length Weight: 2.2267281461 (2)
Initialization: 6.754000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.894000
Kernel 1: 0.024000
Kernel 2: 109.723000
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.006819 0.885714 fi:0.259698. Ave ac:0.010529,0.012343
Initialization: 6.542000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.880000
Kernel 1: 0.027000
Kernel 2: 96.557999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004840 0.916667 fi:0.239092. Ave ac:0.009197,0.012100
Initialization: 6.661000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.337000
Kernel 1: 0.023000
Kernel 2: 96.336998
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004840 0.916667 fi:0.220707. Ave ac:0.008995,0.010313
Initialization: 6.542000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.875000
Kernel 1: 0.026000
Kernel 2: 95.144997
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.006819 0.939394 fi:0.211481. Ave ac:0.010883,0.012698
Initialization: 6.556000
Memcpy Classifiers: 0.373000
Memcpy Instances: 9.000000
Kernel 1: 0.023000
Kernel 2: 87.572998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.005721 0.962963 fi:0.187886. Ave ac:0.010305,0.010689
Initialization: 6.613000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.347000
Kernel 1: 0.025000
Kernel 2: 84.467003
Copyback: 0.016000
Sum: 0.031000
It 15,Best ac:0.004619 1.000000 fi:0.185083. Ave ac:0.008798,0.011392
Initialization: 6.560000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.930000
Kernel 1: 0.024000
Kernel 2: 80.674004
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.006599 0.937500 fi:0.194905. Ave ac:0.006835,0.008454
Initialization: 6.567000
Memcpy Classifiers: 0.358000
Memcpy Instances: 8.903000
Kernel 1: 0.025000
Kernel 2: 78.752998
Copyback: 0.020000
Sum: 0.029000
It 17,Best ac:0.005719 0.866667 fi:0.295018. Ave ac:0.006743,0.009860
Initialization: 6.582000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 78.068001
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.004619 0.954545 fi:0.214291. Ave ac:0.009443,0.013435
Initialization: 6.751000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.973000
Kernel 1: 0.023000
Kernel 2: 76.677002
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.006599 0.909091 fi:0.224433. Ave ac:0.009846,0.013687
Initialization: 6.518000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.921000
Kernel 1: 0.023000
Kernel 2: 75.682999
Copyback: 0.018000
Sum: 0.024000
It 20,Best ac:0.009239 0.875000 fi:0.256174. Ave ac:0.007733,0.009187
Initialization: 7.707000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.968000
Kernel 1: 0.021000
Kernel 2: 76.394997
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.006379 0.966667 fi:0.181581. Ave ac:0.009256,0.009697
Initialization: 6.704000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.324000
Kernel 1: 0.024000
Kernel 2: 74.598999
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.007921 1.000000 fi:0.128979. Ave ac:0.009538,0.011051
Initialization: 6.778000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.876000
Kernel 1: 0.023000
Kernel 2: 73.696999
Copyback: 0.018000
Sum: 0.024000
It 23,Best ac:0.005281 1.000000 fi:0.140985. Ave ac:0.008491,0.007251
Initialization: 6.534000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.938000
Kernel 1: 0.023000
Kernel 2: 72.884003
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.006821 0.968750 fi:0.159634. Ave ac:0.006560,0.007157
Initialization: 6.579000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.915000
Kernel 1: 0.023000
Kernel 2: 75.933998
Copyback: 0.018000
Sum: 0.027000
It 25,Best ac:0.005059 0.958333 fi:0.178638. Ave ac:0.007513,0.011123
Initialization: 6.580000
Memcpy Classifiers: 0.293000
Memcpy Instances: 8.904000
Kernel 1: 0.023000
Kernel 2: 73.376999
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.005061 0.851852 fi:0.287554. Ave ac:0.007961,0.008182
Initialization: 6.584000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.985000
Kernel 1: 0.021000
Kernel 2: 74.651001
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.005059 0.851852 fi:0.282130. Ave ac:0.006073,0.009730
Initialization: 6.588000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.861000
Kernel 1: 0.025000
Kernel 2: 75.577003
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.009459 0.955556 fi:0.176251. Ave ac:0.010910,0.015069
Initialization: 6.682000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.871000
Kernel 1: 0.023000
Kernel 2: 73.810997
Copyback: 0.017000
Sum: 0.020000
It 29,Best ac:0.005061 0.920000 fi:0.213893. Ave ac:0.010042,0.015268
Initialization: 6.544000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.403000
Kernel 1: 0.023000
Kernel 2: 76.164001
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.005939 1.000000 fi:0.140748. Ave ac:0.010824,0.011458
Initialization: 6.642000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 73.389000
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.006161 0.965517 fi:0.182871. Ave ac:0.008214,0.010075
MDL Theory Length Weight: 2.0040553315 (10)
Initialization: 6.620000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.919000
Kernel 1: 0.022000
Kernel 2: 75.296997
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.004399 0.952381 fi:0.235952. Ave ac:0.007133,0.009383
Initialization: 6.585000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 76.212997
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.008139 0.902439 fi:0.223309. Ave ac:0.010399,0.014068
Initialization: 21.278999
Memcpy Instances: 450.628998
Memcpy Classifiers: 0.052000
Kernel 1: 0.028000
Kernel 2: 401.712006
Copyback: 0.015000
Sum: 0.009000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 397.799011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 396.347992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 404.821014
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 397.101990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 396.989014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 394.329987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 402.514008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 405.406006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 398.572998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 403.450012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 409.217010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 387.453003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 207.990997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004822 0.846332 fi:0.287306. Ave ac:0.008232,0.029727
Best acc 0.004822 0.846332
Rule:Att PSSM_0_1 is [>3.103159]|Att PSSM_0_2 is [<-3.282827]|Att PSSM_0_12 is [-5.511263,-3.989405]|Att PSSM_4_12 is [-5.442222,-0.557778]|1
Accuracy : 0.725961
0	1	
162881	1199	
63101	7457	
Removed 1295 instances. 225982 Instances left. Acc of rule 0.004822-0.846332
Initialization: 6.650000
Memcpy Classifiers: 0.509000
Memcpy Instances: 8.921000
Kernel 1: 0.026000
Kernel 2: 108.022003
Copyback: 0.018000
Sum: 0.042000
Initial population average accuracy1:0.005444 accuracy2:0.259404
Initialization: 6.513000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.863000
Kernel 1: 0.026000
Kernel 2: 112.541000
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.005752 0.722222 fi:0.377374. Ave ac:0.011241,0.016817
Initialization: 6.489000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.884000
Kernel 1: 0.025000
Kernel 2: 119.397003
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.006417 0.644444 fi:0.454910. Ave ac:0.014872,0.018491
Initialization: 6.527000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.886000
Kernel 1: 0.027000
Kernel 2: 116.070000
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.009071 0.683333 fi:0.415054. Ave ac:0.014874,0.016843
Initialization: 6.521000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.909000
Kernel 1: 0.024000
Kernel 2: 114.375000
Copyback: 0.026000
Sum: 0.038000
It 3,Best ac:0.009071 0.672131 fi:0.426256. Ave ac:0.015521,0.016696
Initialization: 6.478000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.897000
Kernel 1: 0.023000
Kernel 2: 114.168999
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.008852 0.816327 fi:0.282141. Ave ac:0.017724,0.019358
Initialization: 6.607000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.927000
Kernel 1: 0.024000
Kernel 2: 109.164001
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.006195 0.756757 fi:0.342678. Ave ac:0.014534,0.016207
Initialization: 6.931000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 111.205002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.006417 0.805556 fi:0.293798. Ave ac:0.014752,0.015992
Initialization: 6.600000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.969000
Kernel 1: 0.023000
Kernel 2: 108.785004
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.006860 0.837838 fi:0.261355. Ave ac:0.013096,0.014341
Initialization: 6.507000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.851000
Kernel 1: 0.026000
Kernel 2: 106.220001
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.004867 0.814815 fi:0.285103. Ave ac:0.013507,0.014756
Initialization: 6.596000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.095000
Kernel 1: 0.027000
Kernel 2: 108.917000
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.004647 0.954545 fi:0.145453. Ave ac:0.013414,0.014981
Iteration 10:MDL fitness activated
Error 0.145453 TL 0.031963
MDL Theory Length Weight: 1.5169011103 (1)
Initialization: 6.622000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 108.747002
Copyback: 0.018000
Sum: 0.029000
It 10,Best ac:0.005973 0.900000 fi:0.247894. Ave ac:0.011141,0.009976
Initialization: 6.536000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.018000
Kernel 1: 0.025000
Kernel 2: 107.884003
Copyback: 0.018000
Sum: 0.027000
It 11,Best ac:0.004646 0.840000 fi:0.324374. Ave ac:0.010606,0.011261
Initialization: 6.538000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.870000
Kernel 1: 0.025000
Kernel 2: 106.380997
Copyback: 0.371000
Sum: 0.029000
It 12,Best ac:0.004646 0.875000 fi:0.274955. Ave ac:0.009853,0.011346
Initialization: 7.012000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.923000
Kernel 1: 0.026000
Kernel 2: 104.959999
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.005310 0.923077 fi:0.224149. Ave ac:0.010232,0.010068
Initialization: 6.615000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.858000
Kernel 1: 0.027000
Kernel 2: 106.393997
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.005532 0.925926 fi:0.223676. Ave ac:0.007029,0.009644
Initialization: 6.547000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.027000
Kernel 1: 0.026000
Kernel 2: 104.389000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.005310 0.888889 fi:0.266325. Ave ac:0.009763,0.009604
Initialization: 7.473000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.834000
Kernel 1: 0.026000
Kernel 2: 102.660004
Copyback: 0.018000
Sum: 0.030000
It 16,Best ac:0.005752 0.928571 fi:0.221720. Ave ac:0.009101,0.007788
Initialization: 7.012000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.928000
Kernel 1: 0.026000
Kernel 2: 104.402000
Copyback: 0.018000
Sum: 0.031000
It 17,Best ac:0.005310 0.960000 fi:0.188729. Ave ac:0.008193,0.007213
Initialization: 6.524000
Memcpy Classifiers: 0.403000
Memcpy Instances: 8.851000
Kernel 1: 0.026000
Kernel 2: 104.466003
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.008850 0.909091 fi:0.223598. Ave ac:0.007745,0.005449
Initialization: 6.543000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.871000
Kernel 1: 0.026000
Kernel 2: 104.320000
Copyback: 0.018000
Sum: 0.028000
It 19,Best ac:0.005752 0.787879 fi:0.356436. Ave ac:0.005536,0.003267
Initialization: 6.901000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.870000
Kernel 1: 0.026000
Kernel 2: 102.481003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.006858 0.837838 fi:0.308714. Ave ac:0.007382,0.004790
Initialization: 6.570000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.924000
Kernel 1: 0.026000
Kernel 2: 103.162003
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.006416 0.906250 fi:0.248002. Ave ac:0.006296,0.003313
Initialization: 6.581000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.896000
Kernel 1: 0.026000
Kernel 2: 101.237000
Copyback: 0.018000
Sum: 0.029000
It 22,Best ac:0.005310 0.960000 fi:0.200081. Ave ac:0.006497,0.003357
Initialization: 6.540000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.952000
Kernel 1: 0.025000
Kernel 2: 104.032997
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.005090 0.884615 fi:0.267284. Ave ac:0.006985,0.004489
Initialization: 7.064000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.831000
Kernel 1: 0.024000
Kernel 2: 103.987999
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.007303 0.891892 fi:0.255517. Ave ac:0.004791,0.002761
Initialization: 6.532000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.116000
Kernel 1: 0.024000
Kernel 2: 102.591003
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.004647 0.954545 fi:0.201561. Ave ac:0.007126,0.004779
Initialization: 6.561000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.223000
Kernel 1: 0.025000
Kernel 2: 99.607002
Copyback: 0.018000
Sum: 0.032000
It 26,Best ac:0.005973 0.931034 fi:0.216880. Ave ac:0.007249,0.004230
MDL Theory Length Weight: 1.3652109993 (10)
Initialization: 6.990000
Memcpy Classifiers: 0.556000
Memcpy Instances: 8.863000
Kernel 1: 0.027000
Kernel 2: 100.959999
Copyback: 0.018000
Sum: 0.029000
It 27,Best ac:0.005310 0.857143 fi:0.277160. Ave ac:0.005904,0.003325
Initialization: 6.622000
Memcpy Classifiers: 0.430000
Memcpy Instances: 8.914000
Kernel 1: 0.024000
Kernel 2: 101.862999
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.005090 0.851852 fi:0.291063. Ave ac:0.007156,0.004434
Initialization: 6.592000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.869000
Kernel 1: 0.025000
Kernel 2: 100.622002
Copyback: 0.018000
Sum: 0.033000
It 29,Best ac:0.005532 0.892857 fi:0.250577. Ave ac:0.006797,0.003659
Initialization: 6.471000
Memcpy Classifiers: 0.372000
Memcpy Instances: 8.973000
Kernel 1: 0.026000
Kernel 2: 100.608002
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.004868 0.916667 fi:0.230765. Ave ac:0.008147,0.004597
Initialization: 6.632000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.865000
Kernel 1: 0.027000
Kernel 2: 101.073997
Copyback: 0.018000
Sum: 0.032000
It 31,Best ac:0.005090 0.920000 fi:0.216240. Ave ac:0.005850,0.003017
Initialization: 6.480000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.909000
Kernel 1: 0.026000
Kernel 2: 101.180000
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.007522 0.971429 fi:0.166374. Ave ac:0.006243,0.002938
Initialization: 6.579000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.902000
Kernel 1: 0.026000
Kernel 2: 102.365997
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.005311 0.923077 fi:0.219724. Ave ac:0.007218,0.004468
Initialization: 21.225000
Memcpy Instances: 446.976013
Memcpy Classifiers: 0.065000
Kernel 1: 0.028000
Kernel 2: 527.297974
Copyback: 0.015000
Sum: 0.011000
Memcpy Classifiers: 0.059000
Kernel 1: 0.015000
Kernel 2: 507.351013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 528.653015
Copyback: 0.021000
Sum: 0.004000
Memcpy Classifiers: 0.067000
Kernel 1: 0.022000
Kernel 2: 519.041016
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 511.709015
Copyback: 0.020000
Sum: 0.004000
Memcpy Classifiers: 0.066000
Kernel 1: 0.020000
Kernel 2: 524.255005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 519.098022
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 517.671997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 529.828979
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.065000
Kernel 1: 0.017000
Kernel 2: 510.053009
Copyback: 0.279000
Sum: 0.004000
Memcpy Classifiers: 0.066000
Kernel 1: 0.021000
Kernel 2: 529.888000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 521.088013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 526.085022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.016000
Kernel 2: 278.239990
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.006527 0.789192 fi:0.348973. Ave ac:0.007125,0.024175
Best acc 0.006527 0.789192
Initialization: 6.535000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.965000
Kernel 1: 0.026000
Kernel 2: 110.727997
Copyback: 0.017000
Sum: 0.034000
Initial population average accuracy1:0.006951 accuracy2:0.269744
Initialization: 6.532000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.969000
Kernel 1: 0.025000
Kernel 2: 115.627998
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.008407 0.678571 fi:0.420057. Ave ac:0.013263,0.019224
Initialization: 7.071000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 118.170998
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.004425 0.714286 fi:0.427904. Ave ac:0.015227,0.020541
Initialization: 6.595000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.898000
Kernel 1: 0.026000
Kernel 2: 118.032997
Copyback: 0.018000
Sum: 0.029000
It 2,Best ac:0.009956 0.703125 fi:0.394940. Ave ac:0.014447,0.015789
Initialization: 6.677000
Memcpy Classifiers: 0.462000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 114.870003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.005973 0.729730 fi:0.369785. Ave ac:0.012676,0.014196
Initialization: 6.613000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.382000
Kernel 1: 0.024000
Kernel 2: 115.416000
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.004646 0.840000 fi:0.259999. Ave ac:0.012625,0.013066
Initialization: 6.502000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 114.285004
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.009073 0.759259 fi:0.339128. Ave ac:0.012288,0.014840
Initialization: 6.466000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.867000
Kernel 1: 0.026000
Kernel 2: 118.251999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.004426 0.869565 fi:0.272625. Ave ac:0.012183,0.013042
Initialization: 6.546000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.074000
Kernel 1: 0.026000
Kernel 2: 116.168999
Copyback: 0.018000
Sum: 0.029000
It 7,Best ac:0.005311 0.857143 fi:0.242614. Ave ac:0.012024,0.011916
Initialization: 6.513000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.868000
Kernel 1: 0.025000
Kernel 2: 111.727997
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.006858 0.794872 fi:0.304321. Ave ac:0.011851,0.011091
Initialization: 6.500000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.896000
Kernel 1: 0.025000
Kernel 2: 113.237999
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.005090 0.766667 fi:0.333171. Ave ac:0.012910,0.011304
Iteration 10:MDL fitness activated
Error 0.333171 TL 0.039349
MDL Theory Length Weight: 2.8223580317 (3)
Initialization: 6.772000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.883000
Kernel 1: 0.025000
Kernel 2: 111.528999
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.005088 0.884615 fi:0.305255. Ave ac:0.011432,0.009662
Initialization: 6.634000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.850000
Kernel 1: 0.025000
Kernel 2: 108.023003
Copyback: 0.375000
Sum: 0.027000
It 11,Best ac:0.008407 0.863636 fi:0.316381. Ave ac:0.012219,0.011691
Initialization: 6.491000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.654000
Kernel 1: 0.023000
Kernel 2: 110.617996
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.004647 0.913043 fi:0.290334. Ave ac:0.011857,0.010893
Initialization: 6.542000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.926000
Kernel 1: 0.025000
Kernel 2: 102.446999
Copyback: 0.019000
Sum: 0.039000
It 13,Best ac:0.009071 0.820000 fi:0.347526. Ave ac:0.011402,0.010229
Initialization: 6.501000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.082000
Kernel 1: 0.025000
Kernel 2: 103.864998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.004868 0.916667 fi:0.283954. Ave ac:0.013379,0.011970
Initialization: 6.529000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.325000
Kernel 1: 0.024000
Kernel 2: 97.436996
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.005090 0.920000 fi:0.279458. Ave ac:0.012448,0.011248
Initialization: 6.710000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.883000
Kernel 1: 0.024000
Kernel 2: 94.500000
Copyback: 0.019000
Sum: 0.036000
It 16,Best ac:0.005310 0.923077 fi:0.267295. Ave ac:0.013229,0.011209
Initialization: 6.494000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.890000
Kernel 1: 0.025000
Kernel 2: 94.566002
Copyback: 0.018000
Sum: 0.034000
It 17,Best ac:0.006639 0.882353 fi:0.275252. Ave ac:0.011879,0.009765
Initialization: 6.698000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.045000
Kernel 1: 0.027000
Kernel 2: 92.346001
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.012835 0.828571 fi:0.344997. Ave ac:0.010692,0.008836
Initialization: 6.525000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.946000
Kernel 1: 0.025000
Kernel 2: 95.152000
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.006417 0.935484 fi:0.225206. Ave ac:0.011724,0.009679
Initialization: 6.475000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.917000
Kernel 1: 0.026000
Kernel 2: 92.708000
Copyback: 0.018000
Sum: 0.033000
It 20,Best ac:0.007524 0.850000 fi:0.330416. Ave ac:0.009598,0.007966
Initialization: 6.485000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.911000
Kernel 1: 0.025000
Kernel 2: 92.439003
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.007081 0.864865 fi:0.304186. Ave ac:0.010217,0.008244
Initialization: 6.600000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.853000
Kernel 1: 0.026000
Kernel 2: 92.292999
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.004646 0.913043 fi:0.259929. Ave ac:0.009272,0.008689
Initialization: 6.714000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.002000
Kernel 1: 0.026000
Kernel 2: 92.509003
Copyback: 0.018000
Sum: 0.036000
It 23,Best ac:0.005752 0.896552 fi:0.289364. Ave ac:0.010302,0.009751
Initialization: 6.621000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.892000
Kernel 1: 0.025000
Kernel 2: 90.303001
Copyback: 0.018000
Sum: 0.032000
It 24,Best ac:0.006416 0.878788 fi:0.276031. Ave ac:0.008632,0.007304
Initialization: 6.754000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.071000
Kernel 1: 0.025000
Kernel 2: 93.328003
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.005311 0.923077 fi:0.238784. Ave ac:0.010378,0.008676
Initialization: 6.485000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.941000
Kernel 1: 0.025000
Kernel 2: 93.458000
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.004646 0.954545 fi:0.214731. Ave ac:0.010515,0.008942
Initialization: 6.710000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.856000
Kernel 1: 0.026000
Kernel 2: 93.808998
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.007522 0.918919 fi:0.280735. Ave ac:0.011371,0.010008
Initialization: 6.605000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.920000
Kernel 1: 0.025000
Kernel 2: 96.244003
Copyback: 0.018000
Sum: 0.029000
It 28,Best ac:0.004646 0.913043 fi:0.242978. Ave ac:0.011439,0.009394
Initialization: 6.583000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.889000
Kernel 1: 0.025000
Kernel 2: 96.442001
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.006637 0.909091 fi:0.249248. Ave ac:0.011635,0.009685
Initialization: 6.524000
Memcpy Classifiers: 0.351000
Memcpy Instances: 10.988000
Kernel 1: 0.025000
Kernel 2: 98.382004
Copyback: 0.018000
Sum: 0.031000
It 30,Best ac:0.006858 0.885714 fi:0.281716. Ave ac:0.011539,0.010114
Initialization: 6.516000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.847000
Kernel 1: 0.026000
Kernel 2: 94.738998
Copyback: 0.020000
Sum: 0.033000
It 31,Best ac:0.005088 0.920000 fi:0.226659. Ave ac:0.011265,0.009407
Initialization: 6.574000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 95.558998
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.005310 0.960000 fi:0.214925. Ave ac:0.010352,0.009669
Initialization: 6.512000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.855000
Kernel 1: 0.058000
Kernel 2: 93.726997
Copyback: 0.018000
Sum: 0.032000
It 33,Best ac:0.007522 0.871795 fi:0.280125. Ave ac:0.008577,0.007617
Initialization: 21.259001
Memcpy Instances: 445.001007
Memcpy Classifiers: 0.063000
Kernel 1: 0.027000
Kernel 2: 485.828003
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 476.126007
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.061000
Kernel 1: 0.016000
Kernel 2: 480.302002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.012000
Kernel 2: 491.378998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 481.169006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 468.981995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 483.786987
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 478.500000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 476.609009
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 473.089996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.012000
Kernel 2: 471.794006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 483.408997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 474.014008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 240.158005
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005275 0.758752 fi:0.387839. Ave ac:0.009391,0.032879
Best acc 0.005275 0.758752
Rule:Att PSSM_-4_16 is [<-0.178833]|Att PSSM_-3_10 is [>-2.081575]|Att PSSM_-3_14 is [<5.302576]|Att PSSM_-2_7 is [-6.184042,-1.815958]|Att PSSM_-2_18 is [<7.126171]|Att PSSM_-1_12 is [<7.430901]|Att PSSM_-1_20 is [>-0.900178]|Att PSSM_0_12 is [<-2.081368]|Att PSSM_1_15 is [<4.896387]|Att PSSM_2_12 is [<-0.841203]|Att PSSM_2_15 is [<1.868467]|Att PSSM_4_12 is [<-0.780508]|1
Accuracy : 0.730568
0	1	
162487	1593	
61626	8932	
Removed 1869 instances. 224113 Instances left. Acc of rule 0.006527-0.789192
Initialization: 6.726000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.885000
Kernel 1: 0.027000
Kernel 2: 112.554001
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.006049 accuracy2:0.251498
Initialization: 7.603000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.863000
Kernel 1: 0.025000
Kernel 2: 116.013000
Copyback: 0.018000
Sum: 0.048000
It 0,Best ac:0.006918 0.553571 fi:0.545561. Ave ac:0.011900,0.019007
Initialization: 6.554000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.904000
Kernel 1: 0.024000
Kernel 2: 119.542000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.003793 0.850000 fi:0.403712. Ave ac:0.016684,0.021072
Initialization: 6.962000
Memcpy Classifiers: 0.427000
Memcpy Instances: 8.852000
Kernel 1: 0.025000
Kernel 2: 113.287003
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.009592 0.811321 fi:0.286824. Ave ac:0.015277,0.017840
Initialization: 6.567000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.850000
Kernel 1: 0.023000
Kernel 2: 114.491997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.005355 0.774194 fi:0.325516. Ave ac:0.017973,0.021447
Initialization: 6.592000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.965000
Kernel 1: 0.023000
Kernel 2: 108.166000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.005578 0.735294 fi:0.364333. Ave ac:0.018072,0.024537
Initialization: 6.909000
Memcpy Classifiers: 0.403000
Memcpy Instances: 8.888000
Kernel 1: 0.022000
Kernel 2: 102.169998
Copyback: 0.018000
Sum: 0.029000
It 5,Best ac:0.004684 0.807692 fi:0.292267. Ave ac:0.015507,0.019828
Initialization: 6.536000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.876000
Kernel 1: 0.024000
Kernel 2: 105.915001
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.005130 0.920000 fi:0.179794. Ave ac:0.013075,0.016496
Initialization: 6.558000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 103.166000
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.013387 0.750000 fi:0.346738. Ave ac:0.013979,0.019787
Initialization: 6.541000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.944000
Kernel 1: 0.023000
Kernel 2: 101.917000
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.005801 0.866667 fi:0.232878. Ave ac:0.017249,0.020331
Initialization: 6.503000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.868000
Kernel 1: 0.023000
Kernel 2: 96.103996
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.005577 0.833333 fi:0.266296. Ave ac:0.016495,0.020801
Iteration 10:MDL fitness activated
Error 0.266296 TL 0.027574
MDL Theory Length Weight: 3.2191838122 (4)
Initialization: 6.538000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.862000
Kernel 1: 0.025000
Kernel 2: 98.459000
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.006472 0.878788 fi:0.296749. Ave ac:0.011534,0.011844
Initialization: 6.621000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.891000
Kernel 1: 0.025000
Kernel 2: 99.098000
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.005801 0.866667 fi:0.303702. Ave ac:0.014187,0.015306
Initialization: 6.542000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.837000
Kernel 1: 0.024000
Kernel 2: 95.373001
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.004461 0.869565 fi:0.345173. Ave ac:0.011971,0.013523
Initialization: 6.515000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.933000
Kernel 1: 0.024000
Kernel 2: 94.212997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.004461 0.952381 fi:0.243308. Ave ac:0.012837,0.016930
Initialization: 6.802000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.886000
Kernel 1: 0.024000
Kernel 2: 93.865997
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.006246 0.848485 fi:0.331795. Ave ac:0.012189,0.014138
Initialization: 6.571000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.919000
Kernel 1: 0.023000
Kernel 2: 96.679001
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.006247 0.933333 fi:0.248157. Ave ac:0.013523,0.017447
Initialization: 6.631000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.172000
Kernel 1: 0.024000
Kernel 2: 92.792999
Copyback: 0.370000
Sum: 0.032000
It 16,Best ac:0.004686 0.913043 fi:0.242839. Ave ac:0.011532,0.013683
Initialization: 6.680000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 95.198997
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.004909 0.846154 fi:0.328618. Ave ac:0.014054,0.015939
Initialization: 6.515000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 96.226997
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.006917 0.885714 fi:0.287295. Ave ac:0.012859,0.014805
Initialization: 6.478000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.453000
Kernel 1: 0.022000
Kernel 2: 93.627998
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.005800 0.838710 fi:0.311848. Ave ac:0.009093,0.010186
Initialization: 6.573000
Memcpy Classifiers: 0.312000
Memcpy Instances: 9.140000
Kernel 1: 0.024000
Kernel 2: 98.334000
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.004462 0.909091 fi:0.292213. Ave ac:0.011442,0.016533
Initialization: 6.685000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.866000
Kernel 1: 0.023000
Kernel 2: 92.540001
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.006692 0.909091 fi:0.250116. Ave ac:0.011466,0.013954
Initialization: 6.703000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.946000
Kernel 1: 0.024000
Kernel 2: 96.833000
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.005578 0.892857 fi:0.239997. Ave ac:0.011846,0.012910
Initialization: 6.559000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.850000
Kernel 1: 0.026000
Kernel 2: 97.069000
Copyback: 0.018000
Sum: 0.030000
It 23,Best ac:0.005578 0.892857 fi:0.275899. Ave ac:0.010813,0.014215
Initialization: 6.502000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.036000
Kernel 1: 0.025000
Kernel 2: 97.505997
Copyback: 0.018000
Sum: 0.032000
It 24,Best ac:0.006247 0.875000 fi:0.291368. Ave ac:0.010619,0.013002
Initialization: 6.566000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 98.429001
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.005578 0.892857 fi:0.258578. Ave ac:0.013588,0.016409
Initialization: 6.577000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.881000
Kernel 1: 0.025000
Kernel 2: 92.249001
Copyback: 0.018000
Sum: 0.028000
It 26,Best ac:0.006469 0.935484 fi:0.231812. Ave ac:0.011045,0.011909
Initialization: 6.513000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.903000
Kernel 1: 0.024000
Kernel 2: 90.788002
Copyback: 0.018000
Sum: 0.032000
It 27,Best ac:0.006246 0.965517 fi:0.191833. Ave ac:0.009010,0.008163
Initialization: 7.035000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.880000
Kernel 1: 0.025000
Kernel 2: 89.930000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.004461 0.952381 fi:0.239526. Ave ac:0.009189,0.012837
Initialization: 6.718000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.010000
Kernel 1: 0.025000
Kernel 2: 92.852997
Copyback: 0.018000
Sum: 0.029000
It 29,Best ac:0.006025 0.931034 fi:0.273351. Ave ac:0.009075,0.012482
Initialization: 6.496000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.841000
Kernel 1: 0.024000
Kernel 2: 93.033997
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.005355 0.888889 fi:0.262880. Ave ac:0.008455,0.010295
Initialization: 6.665000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.557000
Kernel 1: 0.025000
Kernel 2: 89.151001
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.005130 0.958333 fi:0.210396. Ave ac:0.009108,0.008874
Initialization: 6.590000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.924000
Kernel 1: 0.026000
Kernel 2: 95.028999
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.007140 0.941176 fi:0.206675. Ave ac:0.011047,0.014132
Initialization: 6.374000
Memcpy Classifiers: 0.293000
Memcpy Instances: 8.839000
Kernel 1: 0.025000
Kernel 2: 96.055000
Copyback: 0.018000
Sum: 0.027000
It 33,Best ac:0.006246 0.965517 fi:0.193508. Ave ac:0.009209,0.008889
Initialization: 23.466000
Memcpy Instances: 442.971985
Memcpy Classifiers: 0.054000
Kernel 1: 0.027000
Kernel 2: 514.604004
Copyback: 0.016000
Sum: 0.010000
Memcpy Classifiers: 0.052000
Kernel 1: 0.016000
Kernel 2: 506.337006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 495.238007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 502.596985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 517.656006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 503.699005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 502.740997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 522.797974
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 506.184998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 493.328003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 502.473999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 500.362000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 489.264008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.013000
Kernel 2: 161.404007
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004542 0.778287 fi:0.379383. Ave ac:0.007553,0.026382
Best acc 0.004542 0.778287
Initialization: 6.435000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.907000
Kernel 1: 0.025000
Kernel 2: 114.234001
Copyback: 0.018000
Sum: 0.032000
Initial population average accuracy1:0.005473 accuracy2:0.252690
Initialization: 6.510000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 115.421997
Copyback: 0.018000
Sum: 0.039000
It 0,Best ac:0.006692 0.625000 fi:0.474217. Ave ac:0.010272,0.014422
Initialization: 6.585000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.867000
Kernel 1: 0.026000
Kernel 2: 116.624001
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.009592 0.693548 fi:0.404596. Ave ac:0.012805,0.014026
Initialization: 6.571000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.881000
Kernel 1: 0.025000
Kernel 2: 118.072998
Copyback: 0.018000
Sum: 0.028000
It 2,Best ac:0.005578 0.675676 fi:0.423952. Ave ac:0.011506,0.012462
Initialization: 6.470000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.861000
Kernel 1: 0.026000
Kernel 2: 119.046997
Copyback: 0.018000
Sum: 0.027000
It 3,Best ac:0.006024 0.750000 fi:0.349462. Ave ac:0.012327,0.012233
Initialization: 6.431000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.871000
Kernel 1: 0.025000
Kernel 2: 117.916000
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.008255 0.755102 fi:0.343535. Ave ac:0.013041,0.013544
Initialization: 6.507000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.987000
Kernel 1: 0.025000
Kernel 2: 118.237999
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.006917 0.775000 fi:0.324132. Ave ac:0.014450,0.015597
Initialization: 6.464000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.958000
Kernel 1: 0.024000
Kernel 2: 116.123001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005355 0.857143 fi:0.242567. Ave ac:0.012758,0.014654
Initialization: 6.492000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.066000
Kernel 1: 0.024000
Kernel 2: 114.132004
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.005579 0.806452 fi:0.293176. Ave ac:0.012543,0.016174
Initialization: 6.415000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.937000
Kernel 1: 0.024000
Kernel 2: 110.418999
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.004910 0.956522 fi:0.143353. Ave ac:0.011544,0.012131
Initialization: 6.526000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.930000
Kernel 1: 0.024000
Kernel 2: 103.105003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004685 0.913043 fi:0.186915. Ave ac:0.010520,0.013333
Iteration 10:MDL fitness activated
Error 0.186915 TL 0.030732
MDL Theory Length Weight: 2.0273893895 (2)
Initialization: 6.573000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.917000
Kernel 1: 0.024000
Kernel 2: 98.238998
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.006246 0.848485 fi:0.322866. Ave ac:0.008866,0.010202
Initialization: 6.700000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.958000
Kernel 1: 0.025000
Kernel 2: 94.224998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.004907 0.846154 fi:0.312805. Ave ac:0.008045,0.008012
Initialization: 6.441000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.918000
Kernel 1: 0.025000
Kernel 2: 95.436996
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.008255 0.860465 fi:0.284243. Ave ac:0.010849,0.012383
Initialization: 6.495000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.950000
Kernel 1: 0.024000
Kernel 2: 94.410004
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.004239 0.950000 fi:0.284376. Ave ac:0.009120,0.010703
Initialization: 6.467000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 91.835999
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.005354 0.857143 fi:0.295868. Ave ac:0.009899,0.011507
Initialization: 6.533000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.345000
Kernel 1: 0.023000
Kernel 2: 92.568001
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.004907 0.846154 fi:0.325691. Ave ac:0.009880,0.012717
Initialization: 6.600000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.915000
Kernel 1: 0.025000
Kernel 2: 95.806999
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.005132 0.884615 fi:0.268909. Ave ac:0.010617,0.013001
Initialization: 6.487000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.903000
Kernel 1: 0.025000
Kernel 2: 92.549004
Copyback: 0.018000
Sum: 0.031000
It 17,Best ac:0.005356 0.857143 fi:0.302779. Ave ac:0.008951,0.011037
Initialization: 6.502000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.368000
Kernel 1: 0.024000
Kernel 2: 90.744003
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.005130 0.821429 fi:0.321752. Ave ac:0.010087,0.014172
Initialization: 6.402000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 91.851997
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004685 0.913043 fi:0.254043. Ave ac:0.011002,0.012544
Initialization: 6.534000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.992000
Kernel 1: 0.025000
Kernel 2: 89.406998
Copyback: 0.018000
Sum: 0.030000
It 20,Best ac:0.006025 0.931034 fi:0.222723. Ave ac:0.010140,0.010710
Initialization: 6.499000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.995000
Kernel 1: 0.024000
Kernel 2: 88.851997
Copyback: 0.369000
Sum: 0.032000
It 21,Best ac:0.007588 0.829268 fi:0.316689. Ave ac:0.009143,0.008425
Initialization: 6.429000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.923000
Kernel 1: 0.025000
Kernel 2: 90.678001
Copyback: 0.018000
Sum: 0.030000
It 22,Best ac:0.006023 0.870968 fi:0.273690. Ave ac:0.010797,0.019264
Initialization: 6.480000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.904000
Kernel 1: 0.025000
Kernel 2: 90.973999
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.004462 0.909091 fi:0.251797. Ave ac:0.008558,0.012908
Initialization: 6.560000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.906000
Kernel 1: 0.026000
Kernel 2: 92.841003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.007586 0.871795 fi:0.261973. Ave ac:0.007589,0.008311
Initialization: 6.402000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.392000
Kernel 1: 0.025000
Kernel 2: 91.139999
Copyback: 0.018000
Sum: 0.029000
It 25,Best ac:0.005355 0.923077 fi:0.220149. Ave ac:0.009528,0.013814
Initialization: 6.497000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.306000
Kernel 1: 0.023000
Kernel 2: 92.204002
Copyback: 0.018000
Sum: 0.031000
It 26,Best ac:0.008478 0.883721 fi:0.251638. Ave ac:0.011251,0.013955
Initialization: 6.520000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.892000
Kernel 1: 0.026000
Kernel 2: 88.943001
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.004462 0.909091 fi:0.253137. Ave ac:0.010106,0.010667
Initialization: 6.576000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.910000
Kernel 1: 0.025000
Kernel 2: 84.190002
Copyback: 0.020000
Sum: 0.031000
It 28,Best ac:0.005577 0.892857 fi:0.246357. Ave ac:0.009509,0.012999
Initialization: 6.764000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.891000
Kernel 1: 0.026000
Kernel 2: 90.414001
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.004016 0.947368 fi:0.303430. Ave ac:0.009497,0.013902
Initialization: 6.435000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.018000
Kernel 1: 0.024000
Kernel 2: 87.953003
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.004685 0.840000 fi:0.301950. Ave ac:0.008609,0.011215
Initialization: 6.450000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.955000
Kernel 1: 0.025000
Kernel 2: 84.758003
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.006915 0.837838 fi:0.309997. Ave ac:0.009983,0.016398
Initialization: 6.511000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.935000
Kernel 1: 0.025000
Kernel 2: 87.464996
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.007140 0.941176 fi:0.204911. Ave ac:0.012296,0.017836
Initialization: 6.469000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.870000
Kernel 1: 0.026000
Kernel 2: 88.220001
Copyback: 0.018000
Sum: 0.029000
It 33,Best ac:0.005578 0.925926 fi:0.218783. Ave ac:0.009826,0.011687
Initialization: 24.225000
Memcpy Instances: 461.627991
Memcpy Classifiers: 0.053000
Kernel 1: 0.028000
Kernel 2: 461.773010
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 461.407990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 451.779999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 463.954010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 479.497986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 469.278992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 460.247986
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 459.196991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 461.420013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 484.040985
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 457.757996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 460.127014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 451.131989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.013000
Kernel 2: 159.266998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005988 0.764672 fi:0.379998. Ave ac:0.009012,0.032067
Best acc 0.005988 0.764672
Rule:Att PSSM_0_1 is [-2.058571,5.262638]|Att PSSM_0_7 is [<-4.948514]|Att PSSM_3_2 is [<-1.472274]|Att PSSM_3_5 is [-1.183944,8.531801]|Att PSSM_4_7 is [-6.925094,0.925094]|1
Accuracy : 0.733671
0	1	
162197	1883	
60608	9950	
Removed 1308 instances. 222805 Instances left. Acc of rule 0.004542-0.778287
Initialization: 6.544000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.872000
Kernel 1: 0.025000
Kernel 2: 107.078003
Copyback: 0.018000
Sum: 0.032000
Initial population average accuracy1:0.004858 accuracy2:0.279704
Initialization: 7.393000
Memcpy Classifiers: 0.490000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 113.259003
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.014587 0.448276 fi:0.647961. Ave ac:0.010772,0.016919
Initialization: 6.338000
Memcpy Classifiers: 0.456000
Memcpy Instances: 9.053000
Kernel 1: 0.025000
Kernel 2: 114.175003
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.004937 0.611111 fi:0.488734. Ave ac:0.015354,0.017757
Initialization: 6.436000
Memcpy Classifiers: 0.476000
Memcpy Instances: 8.911000
Kernel 1: 0.025000
Kernel 2: 113.204002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.006507 0.604167 fi:0.495093. Ave ac:0.016344,0.019815
Initialization: 6.458000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.055000
Kernel 1: 0.023000
Kernel 2: 111.440002
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.004488 0.740741 fi:0.366061. Ave ac:0.015772,0.019462
Initialization: 6.518000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.012000
Kernel 1: 0.024000
Kernel 2: 107.012001
Copyback: 0.017000
Sum: 0.038000
It 4,Best ac:0.005162 0.718750 fi:0.381011. Ave ac:0.015083,0.019302
Initialization: 6.669000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.916000
Kernel 1: 0.025000
Kernel 2: 105.011002
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.005386 0.888889 fi:0.210788. Ave ac:0.017825,0.020622
Initialization: 6.833000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.194000
Kernel 1: 0.024000
Kernel 2: 104.658997
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.006507 0.674419 fi:0.424841. Ave ac:0.017436,0.018931
Initialization: 6.374000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.867000
Kernel 1: 0.027000
Kernel 2: 102.248001
Copyback: 0.018000
Sum: 0.030000
It 7,Best ac:0.005160 0.793103 fi:0.306659. Ave ac:0.015197,0.016438
Initialization: 6.506000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.830000
Kernel 1: 0.026000
Kernel 2: 101.035004
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.007181 0.800000 fi:0.299006. Ave ac:0.014315,0.012926
Initialization: 6.535000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.893000
Kernel 1: 0.026000
Kernel 2: 98.335999
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.004713 0.875000 fi:0.224929. Ave ac:0.012207,0.011606
Iteration 10:MDL fitness activated
Error 0.224929 TL 0.037674
MDL Theory Length Weight: 1.9901593929 (5)
Initialization: 6.545000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.908000
Kernel 1: 0.024000
Kernel 2: 96.216003
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.007630 0.894737 fi:0.274940. Ave ac:0.010669,0.009503
Initialization: 6.463000
Memcpy Classifiers: 0.443000
Memcpy Instances: 8.941000
Kernel 1: 0.025000
Kernel 2: 94.250999
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.006732 0.909091 fi:0.245341. Ave ac:0.009719,0.008119
Initialization: 6.523000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.886000
Kernel 1: 0.025000
Kernel 2: 93.664001
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.009201 0.836735 fi:0.333299. Ave ac:0.009989,0.008578
Initialization: 6.553000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.049000
Kernel 1: 0.024000
Kernel 2: 93.941002
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.004937 0.916667 fi:0.240325. Ave ac:0.010580,0.010730
Initialization: 6.579000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.907000
Kernel 1: 0.025000
Kernel 2: 92.307999
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.006059 0.843750 fi:0.310934. Ave ac:0.009714,0.009020
Initialization: 6.577000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 92.031998
Copyback: 0.020000
Sum: 0.032000
It 15,Best ac:0.006957 0.911765 fi:0.255282. Ave ac:0.011168,0.010771
Initialization: 6.537000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.347000
Kernel 1: 0.025000
Kernel 2: 90.672997
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.004488 0.869565 fi:0.291319. Ave ac:0.009513,0.009797
Initialization: 6.355000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.898000
Kernel 1: 0.026000
Kernel 2: 90.456001
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.006732 0.882353 fi:0.279866. Ave ac:0.012195,0.010317
Initialization: 6.505000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.869000
Kernel 1: 0.025000
Kernel 2: 91.745003
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.009201 0.953488 fi:0.218903. Ave ac:0.012587,0.012975
Initialization: 6.511000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.374000
Kernel 1: 0.026000
Kernel 2: 92.198997
Copyback: 0.018000
Sum: 0.028000
It 19,Best ac:0.004713 0.777778 fi:0.374118. Ave ac:0.008852,0.007603
Initialization: 6.427000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.932000
Kernel 1: 0.026000
Kernel 2: 91.066002
Copyback: 0.018000
Sum: 0.030000
It 20,Best ac:0.006059 0.843750 fi:0.321787. Ave ac:0.010690,0.008806
Initialization: 6.512000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.883000
Kernel 1: 0.024000
Kernel 2: 90.052002
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.008977 0.869565 fi:0.287881. Ave ac:0.011019,0.008720
Initialization: 6.486000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.904000
Kernel 1: 0.026000
Kernel 2: 91.945999
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.005386 0.923077 fi:0.239254. Ave ac:0.010991,0.009021
Initialization: 6.577000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.921000
Kernel 1: 0.024000
Kernel 2: 90.086998
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.005162 0.884615 fi:0.289729. Ave ac:0.008911,0.008462
Initialization: 6.559000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.933000
Kernel 1: 0.025000
Kernel 2: 90.722000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.005610 0.833333 fi:0.331306. Ave ac:0.011153,0.009639
Initialization: 6.597000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.840000
Kernel 1: 0.025000
Kernel 2: 89.669998
Copyback: 0.018000
Sum: 0.069000
It 25,Best ac:0.006284 0.848485 fi:0.304229. Ave ac:0.009749,0.008033
Initialization: 6.521000
Memcpy Classifiers: 0.847000
Memcpy Instances: 8.925000
Kernel 1: 0.026000
Kernel 2: 91.598000
Copyback: 0.018000
Sum: 0.030000
It 26,Best ac:0.008077 0.878049 fi:0.282002. Ave ac:0.011058,0.010164
Initialization: 6.527000
Memcpy Classifiers: 0.812000
Memcpy Instances: 9.058000
Kernel 1: 0.026000
Kernel 2: 90.748001
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.005386 0.857143 fi:0.293412. Ave ac:0.009681,0.008691
MDL Theory Length Weight: 1.7911434536 (10)
Initialization: 6.527000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.834000
Kernel 1: 0.025000
Kernel 2: 88.848000
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.004488 0.909091 fi:0.238458. Ave ac:0.008454,0.006883
Initialization: 6.475000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.930000
Kernel 1: 0.026000
Kernel 2: 87.397003
Copyback: 0.018000
Sum: 0.038000
It 29,Best ac:0.005609 0.862069 fi:0.285561. Ave ac:0.010177,0.010035
Initialization: 6.599000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.910000
Kernel 1: 0.026000
Kernel 2: 91.945999
Copyback: 0.371000
Sum: 0.036000
It 30,Best ac:0.006955 0.885714 fi:0.259428. Ave ac:0.011698,0.011588
Initialization: 6.554000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.915000
Kernel 1: 0.026000
Kernel 2: 90.261002
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.007406 0.891892 fi:0.253782. Ave ac:0.009456,0.008727
Initialization: 6.534000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.875000
Kernel 1: 0.025000
Kernel 2: 88.572998
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.005610 0.961538 fi:0.184825. Ave ac:0.010383,0.008710
Initialization: 7.008000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.001000
Kernel 1: 0.026000
Kernel 2: 89.250000
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.005162 0.958333 fi:0.193752. Ave ac:0.009542,0.007654
Initialization: 22.395000
Memcpy Instances: 440.522003
Memcpy Classifiers: 0.065000
Kernel 1: 0.025000
Kernel 2: 470.666992
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 477.582001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 483.013000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 496.221008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 478.712006
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.067000
Kernel 1: 0.023000
Kernel 2: 477.542999
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 490.317993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 463.321014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 490.540009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 500.752991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 463.945007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 463.135010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.012000
Kernel 2: 423.779999
Copyback: 0.370000
Sum: 0.001000
It 34,Best ac:0.006158 0.758430 fi:0.386749. Ave ac:0.008836,0.030124
Best acc 0.006158 0.758430
Initialization: 6.432000
Memcpy Classifiers: 0.562000
Memcpy Instances: 8.929000
Kernel 1: 0.026000
Kernel 2: 110.384003
Copyback: 0.017000
Sum: 0.030000
Initial population average accuracy1:0.006933 accuracy2:0.260940
Initialization: 6.629000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.881000
Kernel 1: 0.025000
Kernel 2: 117.027000
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.007628 0.539683 fi:0.559158. Ave ac:0.013685,0.020634
Initialization: 6.477000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 115.681000
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.009201 0.661290 fi:0.436960. Ave ac:0.016280,0.019826
Initialization: 6.460000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 111.351997
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.007406 0.634615 fi:0.464307. Ave ac:0.016204,0.019315
Initialization: 6.398000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.916000
Kernel 1: 0.023000
Kernel 2: 109.362999
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.005386 0.727273 fi:0.372404. Ave ac:0.016362,0.019194
Initialization: 6.443000
Memcpy Classifiers: 0.544000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 108.931000
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.006059 0.729730 fi:0.369696. Ave ac:0.014929,0.018474
Initialization: 6.441000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 103.538002
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.005610 0.714286 fi:0.385308. Ave ac:0.014018,0.018051
Initialization: 6.483000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.943000
Kernel 1: 0.024000
Kernel 2: 102.356003
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.003815 0.894737 fi:0.346045. Ave ac:0.012159,0.017026
Initialization: 6.591000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.579000
Kernel 1: 0.023000
Kernel 2: 101.260002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.005835 0.787879 fi:0.311631. Ave ac:0.012646,0.013241
Initialization: 6.377000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.849000
Kernel 1: 0.025000
Kernel 2: 103.428001
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.004487 0.800000 fi:0.307538. Ave ac:0.011580,0.012300
Initialization: 6.836000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.853000
Kernel 1: 0.025000
Kernel 2: 101.051003
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.006059 0.794118 fi:0.305308. Ave ac:0.010548,0.010355
Iteration 10:MDL fitness activated
Error 0.305308 TL 0.017812
MDL Theory Length Weight: 5.7135941070 (1)
Initialization: 6.623000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.915000
Kernel 1: 0.025000
Kernel 2: 100.527000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.006284 0.875000 fi:0.388757. Ave ac:0.011065,0.012261
Initialization: 6.492000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.827000
Kernel 1: 0.025000
Kernel 2: 101.317001
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.004712 0.875000 fi:0.386325. Ave ac:0.011866,0.012233
Initialization: 6.937000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 100.539001
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.005386 0.960000 fi:0.248313. Ave ac:0.015162,0.020727
Initialization: 6.429000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.983000
Kernel 1: 0.022000
Kernel 2: 97.502998
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.005610 0.892857 fi:0.303065. Ave ac:0.015819,0.024875
Initialization: 6.452000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.830000
Kernel 1: 0.024000
Kernel 2: 97.224998
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.004712 1.000000 fi:0.212176. Ave ac:0.012597,0.021473
Initialization: 7.205000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.838000
Kernel 1: 0.025000
Kernel 2: 92.625000
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004713 0.875000 fi:0.331658. Ave ac:0.010349,0.016865
Initialization: 6.468000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.900000
Kernel 1: 0.023000
Kernel 2: 92.224998
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.004713 0.913043 fi:0.283521. Ave ac:0.009565,0.016655
Initialization: 6.573000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.875000
Kernel 1: 0.022000
Kernel 2: 90.817001
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.006284 0.848485 fi:0.352224. Ave ac:0.007649,0.008473
Initialization: 6.486000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.920000
Kernel 1: 0.023000
Kernel 2: 90.476997
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.007855 0.875000 fi:0.365703. Ave ac:0.007882,0.008247
Initialization: 6.434000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.837000
Kernel 1: 0.025000
Kernel 2: 88.242996
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.005610 0.806452 fi:0.409747. Ave ac:0.007853,0.007678
Initialization: 6.442000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.924000
Kernel 1: 0.022000
Kernel 2: 84.898003
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.015485 0.718750 fi:0.441360. Ave ac:0.009043,0.012890
Initialization: 6.474000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.914000
Kernel 1: 0.024000
Kernel 2: 82.592003
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.004937 0.916667 fi:0.265332. Ave ac:0.015128,0.022805
Initialization: 6.508000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.834000
Kernel 1: 0.023000
Kernel 2: 80.459000
Copyback: 0.017000
Sum: 0.038000
It 22,Best ac:0.004264 0.904762 fi:0.334590. Ave ac:0.011407,0.014469
Initialization: 6.552000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.945000
Kernel 1: 0.024000
Kernel 2: 81.049004
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.005385 0.827586 fi:0.335056. Ave ac:0.011724,0.013106
MDL Theory Length Weight: 5.1422346963 (10)
Initialization: 6.413000
Memcpy Classifiers: 0.247000
Memcpy Instances: 9.321000
Kernel 1: 0.023000
Kernel 2: 79.279999
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.006059 0.771429 fi:0.401451. Ave ac:0.010035,0.012543
Initialization: 6.402000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 77.193001
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.004488 0.833333 fi:0.325365. Ave ac:0.011649,0.016709
Initialization: 6.453000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 76.988998
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.004936 0.846154 fi:0.315037. Ave ac:0.008837,0.015005
Initialization: 6.413000
Memcpy Classifiers: 0.205000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 78.126999
Copyback: 0.018000
Sum: 0.023000
It 27,Best ac:0.005162 0.821429 fi:0.363232. Ave ac:0.013374,0.023738
Initialization: 6.382000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.943000
Kernel 1: 0.024000
Kernel 2: 74.831001
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.006508 0.805556 fi:0.367421. Ave ac:0.010370,0.012198
Initialization: 6.477000
Memcpy Classifiers: 0.227000
Memcpy Instances: 9.173000
Kernel 1: 0.022000
Kernel 2: 72.813004
Copyback: 0.016000
Sum: 0.023000
It 29,Best ac:0.004039 1.000000 fi:0.239413. Ave ac:0.016342,0.013170
Initialization: 7.018000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.876000
Kernel 1: 0.023000
Kernel 2: 71.666000
Copyback: 0.016000
Sum: 0.025000
It 30,Best ac:0.004488 0.952381 fi:0.239657. Ave ac:0.014701,0.017068
Initialization: 6.329000
Memcpy Classifiers: 0.244000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 73.172997
Copyback: 0.016000
Sum: 0.023000
It 31,Best ac:0.007183 0.820513 fi:0.337607. Ave ac:0.011202,0.018055
Initialization: 6.394000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.923000
Kernel 1: 0.024000
Kernel 2: 70.990997
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.006732 0.882353 fi:0.283159. Ave ac:0.013847,0.018044
Initialization: 6.462000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.870000
Kernel 1: 0.023000
Kernel 2: 70.135002
Copyback: 0.016000
Sum: 0.022000
It 33,Best ac:0.004488 0.869565 fi:0.293569. Ave ac:0.012364,0.017320
Initialization: 22.136999
Memcpy Instances: 439.479004
Memcpy Classifiers: 0.047000
Kernel 1: 0.025000
Kernel 2: 434.109009
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 424.888000
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.014000
Kernel 2: 414.808014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 419.256012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 425.378998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.014000
Kernel 2: 431.252014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 431.338989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.012000
Kernel 2: 440.356995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 422.348999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 417.923004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 426.149994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 427.589996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.013000
Kernel 2: 392.882996
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005435 0.776282 fi:0.397096. Ave ac:0.011668,0.041086
Best acc 0.005435 0.776282
Rule:Att PSSM_-4_9 is [-5.977474,6.022691]|Att PSSM_-1_5 is [-3.870410,4.829948]|Att PSSM_0_1 is [>2.024785]|Att PSSM_0_2 is [<-3.650681]|Att PSSM_0_5 is [-3.653365,9.436440]|1
Accuracy : 0.737344
0	1	
161848	2232	
59397	11161	
Removed 1560 instances. 221245 Instances left. Acc of rule 0.005435-0.776282
Initialization: 6.501000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.892000
Kernel 1: 0.026000
Kernel 2: 107.531998
Copyback: 0.017000
Sum: 0.052000
Initial population average accuracy1:0.005443 accuracy2:0.250122
Initialization: 6.573000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 116.492996
Copyback: 0.018000
Sum: 0.032000
It 0,Best ac:0.006554 0.617021 fi:0.482187. Ave ac:0.011283,0.013672
Initialization: 6.462000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 116.183998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.005198 0.657143 fi:0.442579. Ave ac:0.015257,0.017123
Initialization: 6.525000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.903000
Kernel 1: 0.024000
Kernel 2: 113.911003
Copyback: 0.016000
Sum: 0.034000
It 2,Best ac:0.019435 0.693548 fi:0.400781. Ave ac:0.015708,0.017356
Initialization: 6.982000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.682000
Kernel 1: 0.022000
Kernel 2: 112.540001
Copyback: 0.371000
Sum: 0.037000
It 3,Best ac:0.004973 0.666667 fi:0.433139. Ave ac:0.016481,0.017561
Initialization: 6.499000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.820000
Kernel 1: 0.025000
Kernel 2: 112.136002
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.008136 0.692308 fi:0.406302. Ave ac:0.016316,0.016596
Initialization: 6.617000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.146000
Kernel 1: 0.023000
Kernel 2: 111.171997
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.006328 0.777778 fi:0.321516. Ave ac:0.015276,0.013706
Initialization: 6.477000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.834000
Kernel 1: 0.025000
Kernel 2: 112.237999
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.004520 0.740741 fi:0.359238. Ave ac:0.013474,0.013463
Initialization: 6.541000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.892000
Kernel 1: 0.023000
Kernel 2: 108.535004
Copyback: 0.017000
Sum: 0.038000
It 7,Best ac:0.010621 0.796610 fi:0.301058. Ave ac:0.015205,0.014239
Initialization: 6.493000
Memcpy Classifiers: 1.452000
Memcpy Instances: 8.836000
Kernel 1: 0.022000
Kernel 2: 107.378998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.005650 0.806452 fi:0.293099. Ave ac:0.014177,0.014104
Initialization: 6.467000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.836000
Kernel 1: 0.024000
Kernel 2: 106.511002
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.004746 0.840000 fi:0.259893. Ave ac:0.013124,0.012079
Iteration 10:MDL fitness activated
Error 0.259893 TL 0.040038
MDL Theory Length Weight: 2.1637152869 (1)
Initialization: 6.472000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 104.980003
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.009720 0.811321 fi:0.359469. Ave ac:0.012530,0.011701
Initialization: 6.476000
Memcpy Classifiers: 0.371000
Memcpy Instances: 8.835000
Kernel 1: 0.025000
Kernel 2: 103.837997
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.004520 0.909091 fi:0.238101. Ave ac:0.016975,0.016857
Initialization: 7.013000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.867000
Kernel 1: 0.023000
Kernel 2: 103.160004
Copyback: 0.017000
Sum: 0.041000
It 12,Best ac:0.009718 0.877551 fi:0.285771. Ave ac:0.016632,0.015536
Initialization: 6.494000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 107.186996
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.004520 0.952381 fi:0.211405. Ave ac:0.013332,0.013847
Initialization: 6.382000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.918000
Kernel 1: 0.024000
Kernel 2: 104.051003
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.005650 0.892857 fi:0.265370. Ave ac:0.010558,0.011877
Initialization: 6.444000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 103.060997
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004520 0.833333 fi:0.330008. Ave ac:0.013297,0.011390
Initialization: 6.498000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.837000
Kernel 1: 0.023000
Kernel 2: 102.274002
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.007458 0.825000 fi:0.345068. Ave ac:0.013144,0.013229
Initialization: 6.514000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 103.207001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.005198 0.958333 fi:0.190945. Ave ac:0.009965,0.010322
Initialization: 6.450000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 103.132004
Copyback: 0.017000
Sum: 0.038000
It 18,Best ac:0.007684 0.871795 fi:0.285117. Ave ac:0.009807,0.012864
Initialization: 6.445000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 101.844002
Copyback: 0.018000
Sum: 0.033000
It 19,Best ac:0.005198 0.851852 fi:0.307810. Ave ac:0.008827,0.006179
Initialization: 6.431000
Memcpy Classifiers: 0.358000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 104.435997
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.008814 0.906977 fi:0.255894. Ave ac:0.009905,0.007612
Initialization: 6.414000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.895000
Kernel 1: 0.024000
Kernel 2: 102.459999
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.012655 0.823529 fi:0.316842. Ave ac:0.007501,0.005215
Initialization: 7.062000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.880000
Kernel 1: 0.023000
Kernel 2: 103.023003
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.004747 0.954545 fi:0.218291. Ave ac:0.008665,0.006208
Initialization: 6.483000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 104.753998
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.004973 0.846154 fi:0.313009. Ave ac:0.006946,0.006004
Initialization: 6.503000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.823000
Kernel 1: 0.024000
Kernel 2: 105.175003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.011073 0.830508 fi:0.323112. Ave ac:0.007513,0.006332
Initialization: 6.471000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 105.599998
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.010621 0.886792 fi:0.271428. Ave ac:0.008731,0.006051
Initialization: 6.537000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 104.542000
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.004294 0.904762 fi:0.310978. Ave ac:0.007888,0.007153
MDL Theory Length Weight: 1.9473437582 (10)
Initialization: 6.463000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.839000
Kernel 1: 0.025000
Kernel 2: 103.168999
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.005424 0.923077 fi:0.229222. Ave ac:0.008800,0.009118
Initialization: 6.562000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 100.739998
Copyback: 0.017000
Sum: 0.037000
It 28,Best ac:0.006554 0.828571 fi:0.324541. Ave ac:0.008713,0.007792
Initialization: 6.954000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.901000
Kernel 1: 0.024000
Kernel 2: 102.888000
Copyback: 0.017000
Sum: 0.037000
It 29,Best ac:0.004746 0.913043 fi:0.235693. Ave ac:0.010862,0.010397
Initialization: 6.466000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.911000
Kernel 1: 0.023000
Kernel 2: 103.051003
Copyback: 0.017000
Sum: 0.037000
It 30,Best ac:0.009492 0.913043 fi:0.239544. Ave ac:0.008313,0.006172
Initialization: 6.580000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 100.429001
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.004972 0.916667 fi:0.251523. Ave ac:0.008738,0.007294
Initialization: 6.454000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.821000
Kernel 1: 0.057000
Kernel 2: 98.487999
Copyback: 0.017000
Sum: 0.037000
It 32,Best ac:0.007232 0.914286 fi:0.225168. Ave ac:0.009809,0.007920
Initialization: 6.470000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.508000
Kernel 1: 0.023000
Kernel 2: 95.651001
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004972 0.916667 fi:0.249705. Ave ac:0.009424,0.007159
Initialization: 22.386999
Memcpy Instances: 486.028992
Memcpy Classifiers: 0.064000
Kernel 1: 0.024000
Kernel 2: 505.860992
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 491.644989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 508.398010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 495.786987
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 490.859985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 486.811005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 509.359985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 497.427002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 491.691986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 496.819000
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 497.644989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 487.173004
Copyback: 0.058000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 446.674011
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005406 0.733292 fi:0.406853. Ave ac:0.008532,0.028675
Best acc 0.005406 0.733292
Initialization: 6.466000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.825000
Kernel 1: 0.026000
Kernel 2: 105.808998
Copyback: 0.025000
Sum: 0.056000
Initial population average accuracy1:0.005370 accuracy2:0.239418
Initialization: 6.458000
Memcpy Classifiers: 0.982000
Memcpy Instances: 8.848000
Kernel 1: 0.023000
Kernel 2: 110.315002
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.012881 0.575758 fi:0.521054. Ave ac:0.010254,0.014242
Initialization: 6.631000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 116.494003
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.008588 0.644068 fi:0.454370. Ave ac:0.013298,0.014517
Initialization: 6.466000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.850000
Kernel 1: 0.024000
Kernel 2: 114.931000
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.009040 0.727273 fi:0.370994. Ave ac:0.014589,0.015635
Initialization: 6.423000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 114.558998
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.018079 0.655738 fi:0.439105. Ave ac:0.014026,0.015266
Initialization: 6.396000
Memcpy Classifiers: 0.412000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 111.998001
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.007910 0.729167 fi:0.369528. Ave ac:0.014543,0.015163
Initialization: 6.424000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.338000
Kernel 1: 0.023000
Kernel 2: 105.709999
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.009718 0.754386 fi:0.343624. Ave ac:0.012566,0.014231
Initialization: 6.506000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.983000
Kernel 1: 0.022000
Kernel 2: 106.431999
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.007232 0.842105 fi:0.256846. Ave ac:0.013393,0.012803
Initialization: 6.841000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.306000
Kernel 1: 0.023000
Kernel 2: 104.464996
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003842 1.000000 fi:0.225444. Ave ac:0.013524,0.012224
Initialization: 6.633000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.841000
Kernel 1: 0.025000
Kernel 2: 103.569000
Copyback: 0.371000
Sum: 0.032000
It 8,Best ac:0.004746 0.840000 fi:0.259893. Ave ac:0.011413,0.010080
Initialization: 6.416000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.899000
Kernel 1: 0.023000
Kernel 2: 103.482002
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.004520 0.952381 fi:0.147598. Ave ac:0.010164,0.009258
Iteration 10:MDL fitness activated
Error 0.147598 TL 0.041326
MDL Theory Length Weight: 1.1905219618 (1)
Initialization: 6.358000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.926000
Kernel 1: 0.022000
Kernel 2: 104.556000
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.004520 0.869565 fi:0.275561. Ave ac:0.009389,0.007996
Initialization: 6.468000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 104.773003
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.005650 0.961538 fi:0.184203. Ave ac:0.010005,0.010069
Initialization: 6.486000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 107.124001
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.004520 0.952381 fi:0.186950. Ave ac:0.009858,0.009465
Initialization: 6.372000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.933000
Kernel 1: 0.023000
Kernel 2: 106.721001
Copyback: 0.018000
Sum: 0.038000
It 13,Best ac:0.004068 1.000000 fi:0.224113. Ave ac:0.007638,0.005858
Initialization: 6.447000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.894000
Kernel 1: 0.024000
Kernel 2: 107.737999
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.005650 0.925926 fi:0.219335. Ave ac:0.007553,0.005475
Initialization: 6.419000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.964000
Kernel 1: 0.022000
Kernel 2: 106.440002
Copyback: 0.016000
Sum: 0.036000
It 15,Best ac:0.005424 0.888889 fi:0.250810. Ave ac:0.005519,0.005099
Initialization: 6.476000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.903000
Kernel 1: 0.023000
Kernel 2: 107.105003
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.004746 0.807692 fi:0.331176. Ave ac:0.006552,0.006406
Initialization: 6.435000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.328000
Kernel 1: 0.023000
Kernel 2: 106.224998
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.004746 0.913043 fi:0.233451. Ave ac:0.010807,0.007799
Initialization: 6.641000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 106.321999
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.005424 0.827586 fi:0.314923. Ave ac:0.007808,0.005855
Initialization: 6.386000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.853000
Kernel 1: 0.025000
Kernel 2: 103.850998
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.005199 0.958333 fi:0.181760. Ave ac:0.010038,0.006425
Initialization: 6.510000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.835000
Kernel 1: 0.023000
Kernel 2: 104.760002
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.004972 0.956522 fi:0.180343. Ave ac:0.008268,0.006605
Initialization: 6.434000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.293000
Kernel 1: 0.023000
Kernel 2: 104.155998
Copyback: 0.016000
Sum: 0.033000
It 21,Best ac:0.012655 0.800000 fi:0.336814. Ave ac:0.005262,0.004777
Initialization: 6.471000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.823000
Kernel 1: 0.024000
Kernel 2: 102.816002
Copyback: 0.016000
Sum: 0.033000
It 22,Best ac:0.004973 0.880000 fi:0.255295. Ave ac:0.006980,0.005689
Initialization: 6.448000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.947000
Kernel 1: 0.024000
Kernel 2: 108.363998
Copyback: 0.017000
Sum: 0.037000
It 23,Best ac:0.004520 0.909091 fi:0.231292. Ave ac:0.007545,0.004987
Initialization: 6.523000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.981000
Kernel 1: 0.023000
Kernel 2: 107.287003
Copyback: 0.016000
Sum: 0.042000
It 24,Best ac:0.004520 0.869565 fi:0.264440. Ave ac:0.007332,0.005038
Initialization: 6.422000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.959000
Kernel 1: 0.023000
Kernel 2: 106.425003
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.005876 0.838710 fi:0.297184. Ave ac:0.006353,0.005149
Initialization: 6.423000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 105.236000
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.005198 0.884615 fi:0.251455. Ave ac:0.007357,0.005195
Initialization: 6.518000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 107.396004
Copyback: 0.017000
Sum: 0.044000
It 27,Best ac:0.006328 0.848485 fi:0.289377. Ave ac:0.008099,0.005477
Initialization: 6.444000
Memcpy Classifiers: 0.796000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 105.769997
Copyback: 0.017000
Sum: 0.036000
It 28,Best ac:0.004972 0.916667 fi:0.211922. Ave ac:0.008381,0.006315
Initialization: 6.414000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.916000
Kernel 1: 0.023000
Kernel 2: 100.282997
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.004521 0.909091 fi:0.237487. Ave ac:0.007556,0.004428
MDL Theory Length Weight: 1.0714697656 (10)
Initialization: 6.450000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.941000
Kernel 1: 0.023000
Kernel 2: 105.220001
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.004746 0.913043 fi:0.227647. Ave ac:0.006396,0.004762
Initialization: 6.447000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 100.745003
Copyback: 0.017000
Sum: 0.037000
It 31,Best ac:0.006329 0.875000 fi:0.256249. Ave ac:0.005212,0.004035
Initialization: 6.392000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.878000
Kernel 1: 0.023000
Kernel 2: 105.343002
Copyback: 0.017000
Sum: 0.041000
It 32,Best ac:0.006328 0.848485 fi:0.283612. Ave ac:0.007965,0.004665
Initialization: 6.400000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.910000
Kernel 1: 0.023000
Kernel 2: 106.383003
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.005199 0.821429 fi:0.304161. Ave ac:0.007112,0.004010
Initialization: 21.993000
Memcpy Instances: 436.221985
Memcpy Classifiers: 0.066000
Kernel 1: 0.025000
Kernel 2: 530.474976
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 532.192017
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 523.948975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 522.158997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 523.322021
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 515.432007
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 533.924988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 528.507019
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 520.237976
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.067000
Kernel 1: 0.018000
Kernel 2: 531.273010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 533.309998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 534.362976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 472.319000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004710 0.769004 fi:0.369489. Ave ac:0.007392,0.024824
Best acc 0.004710 0.769004
Rule:Att PSSM_-4_2 is [<-0.751381]|Att PSSM_-4_6 is [-6.452816,2.902024]|Att PSSM_-3_6 is [<1.543438]|Att PSSM_-3_12 is [<1.840570]|Att PSSM_0_2 is [<-4.461746]|Att PSSM_0_4 is [<-3.187218]|Att PSSM_0_7 is [-6.524395,-4.560315]|Att PSSM_1_4 is [<-0.706039]|Att PSSM_1_12 is [-6.077274,2.077274]|Att PSSM_1_19 is [-6.242236,6.242236]|Att PSSM_1_20 is [>-1.759924]|Att PSSM_2_11 is [<5.391342]|Att PSSM_3_14 is [<8.854880]|Att PSSM_4_10 is [-5.164253,3.186360]|1
Accuracy : 0.740451
0	1	
161535	2545	
58355	12203	
Removed 1355 instances. 219890 Instances left. Acc of rule 0.004710-0.769004
Initialization: 6.484000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.884000
Kernel 1: 0.025000
Kernel 2: 107.191002
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.006435 accuracy2:0.258198
Initialization: 6.421000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.954000
Kernel 1: 0.023000
Kernel 2: 114.698997
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.004546 0.625000 fi:0.474950. Ave ac:0.012055,0.015468
Initialization: 6.370000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.921000
Kernel 1: 0.025000
Kernel 2: 112.164001
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005912 0.684211 fi:0.415215. Ave ac:0.014049,0.017747
Initialization: 6.428000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.647000
Kernel 1: 0.023000
Kernel 2: 108.848000
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.006823 0.714286 fi:0.384791. Ave ac:0.013436,0.015798
Initialization: 6.474000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.827000
Kernel 1: 0.025000
Kernel 2: 107.885002
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.004320 0.730769 fi:0.387973. Ave ac:0.012991,0.016276
Initialization: 6.510000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 110.084999
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.010914 0.774194 fi:0.323315. Ave ac:0.012268,0.013240
Initialization: 6.369000
Memcpy Classifiers: 0.397000
Memcpy Instances: 10.008000
Kernel 1: 0.023000
Kernel 2: 109.005997
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.015462 0.772727 fi:0.323038. Ave ac:0.013798,0.013644
Initialization: 6.528000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.994000
Kernel 1: 0.023000
Kernel 2: 109.768997
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005228 0.793103 fi:0.306585. Ave ac:0.013080,0.013545
Initialization: 6.379000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 107.891998
Copyback: 0.018000
Sum: 0.035000
It 7,Best ac:0.004548 0.833333 fi:0.266615. Ave ac:0.013507,0.013510
Initialization: 6.446000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.822000
Kernel 1: 0.025000
Kernel 2: 110.495003
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.005457 0.888889 fi:0.210711. Ave ac:0.014322,0.012149
Initialization: 6.455000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 108.161003
Copyback: 0.371000
Sum: 0.034000
It 9,Best ac:0.004548 0.800000 fi:0.299948. Ave ac:0.010489,0.011532
Iteration 10:MDL fitness activated
Error 0.299948 TL 0.032814
MDL Theory Length Weight: 3.0469338276 (2)
Initialization: 6.488000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.918000
Kernel 1: 0.022000
Kernel 2: 110.214996
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.004776 0.875000 fi:0.312922. Ave ac:0.011205,0.011226
Initialization: 6.430000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.930000
Kernel 1: 0.023000
Kernel 2: 107.745003
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.004548 0.909091 fi:0.294767. Ave ac:0.011596,0.010515
Initialization: 6.519000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.818000
Kernel 1: 0.024000
Kernel 2: 106.628998
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.005913 0.928571 fi:0.265010. Ave ac:0.011553,0.013963
Initialization: 6.425000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.942000
Kernel 1: 0.023000
Kernel 2: 100.827003
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.005231 0.884615 fi:0.280544. Ave ac:0.010455,0.010121
Initialization: 6.406000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.052000
Kernel 1: 0.023000
Kernel 2: 100.546997
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.005002 0.880000 fi:0.316325. Ave ac:0.010682,0.009843
Initialization: 6.458000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.321000
Kernel 1: 0.022000
Kernel 2: 95.233002
Copyback: 0.016000
Sum: 0.038000
It 15,Best ac:0.004320 0.950000 fi:0.248891. Ave ac:0.012025,0.011362
Initialization: 6.440000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.851000
Kernel 1: 0.024000
Kernel 2: 96.246002
Copyback: 0.018000
Sum: 0.035000
It 16,Best ac:0.005912 0.928571 fi:0.216007. Ave ac:0.008804,0.008557
Initialization: 6.417000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 93.431999
Copyback: 0.018000
Sum: 0.034000
It 17,Best ac:0.005231 0.920000 fi:0.269095. Ave ac:0.009575,0.009997
Initialization: 6.500000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.970000
Kernel 1: 0.023000
Kernel 2: 92.028000
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.004548 0.952381 fi:0.211269. Ave ac:0.012298,0.013943
Initialization: 6.436000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.842000
Kernel 1: 0.022000
Kernel 2: 92.338997
Copyback: 0.017000
Sum: 0.038000
It 19,Best ac:0.004548 0.869565 fi:0.291308. Ave ac:0.010465,0.011443
Initialization: 6.515000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.869000
Kernel 1: 0.023000
Kernel 2: 91.516998
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.006595 0.935484 fi:0.243711. Ave ac:0.011508,0.010672
Initialization: 6.405000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.317000
Kernel 1: 0.023000
Kernel 2: 93.046997
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.005231 0.821429 fi:0.330708. Ave ac:0.009757,0.012085
Initialization: 6.480000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 92.383003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.005002 0.814815 fi:0.357746. Ave ac:0.010520,0.010920
Initialization: 7.605000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.864000
Kernel 1: 0.023000
Kernel 2: 92.249001
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.006141 0.870968 fi:0.305686. Ave ac:0.015450,0.015904
Initialization: 6.562000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.831000
Kernel 1: 0.023000
Kernel 2: 94.112999
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.005003 0.846154 fi:0.303689. Ave ac:0.014452,0.015427
Initialization: 6.910000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 94.109001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.004548 0.952381 fi:0.200732. Ave ac:0.012525,0.010906
Initialization: 6.517000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.878000
Kernel 1: 0.023000
Kernel 2: 91.775002
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.004320 1.000000 fi:0.183874. Ave ac:0.010259,0.008774
Initialization: 6.438000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.970000
Kernel 1: 0.022000
Kernel 2: 92.169998
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.004774 0.840000 fi:0.301168. Ave ac:0.008011,0.007291
Initialization: 6.444000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.286000
Kernel 1: 0.023000
Kernel 2: 92.053001
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.005230 0.920000 fi:0.260590. Ave ac:0.009628,0.009437
Initialization: 7.603000
Memcpy Classifiers: 2.718000
Memcpy Instances: 8.906000
Kernel 1: 0.022000
Kernel 2: 92.036003
Copyback: 0.008000
Sum: 0.037000
It 29,Best ac:0.007276 0.914286 fi:0.255926. Ave ac:0.010547,0.010365
Initialization: 6.736000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.292000
Kernel 1: 0.024000
Kernel 2: 89.681999
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.004775 0.913043 fi:0.242543. Ave ac:0.009039,0.010341
Initialization: 6.711000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.288000
Kernel 1: 0.023000
Kernel 2: 87.454002
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.006595 0.935484 fi:0.228812. Ave ac:0.011492,0.010249
Initialization: 6.849000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.317000
Kernel 1: 0.023000
Kernel 2: 87.997002
Copyback: 0.019000
Sum: 0.031000
It 32,Best ac:0.005230 0.884615 fi:0.259024. Ave ac:0.007709,0.007679
Initialization: 6.455000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.830000
Kernel 1: 0.024000
Kernel 2: 85.960999
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.006821 0.882353 fi:0.257049. Ave ac:0.008507,0.006911
Initialization: 22.379999
Memcpy Instances: 432.993011
Memcpy Classifiers: 0.063000
Kernel 1: 0.026000
Kernel 2: 467.434998
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 459.397003
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.056000
Kernel 1: 0.015000
Kernel 2: 465.490997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 463.325989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 473.195007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 461.618988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 473.373993
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 459.416992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 468.578003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 477.936005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 462.235992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 476.872986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 225.576004
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005821 0.760999 fi:0.383615. Ave ac:0.007701,0.025866
Best acc 0.005821 0.760999
Initialization: 6.423000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.842000
Kernel 1: 0.025000
Kernel 2: 109.269997
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.006667 accuracy2:0.246326
Initialization: 6.862000
Memcpy Classifiers: 0.456000
Memcpy Instances: 8.833000
Kernel 1: 0.025000
Kernel 2: 115.228996
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.006595 0.659091 fi:0.440073. Ave ac:0.013132,0.017547
Initialization: 6.463000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.820000
Kernel 1: 0.025000
Kernel 2: 115.272003
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.004321 0.703704 fi:0.415038. Ave ac:0.016360,0.019745
Initialization: 6.386000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.210000
Kernel 1: 0.022000
Kernel 2: 110.384003
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.006823 0.769231 fi:0.329846. Ave ac:0.017682,0.022201
Initialization: 6.452000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 109.800003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.004775 0.777778 fi:0.322083. Ave ac:0.018868,0.022720
Initialization: 6.354000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.567000
Kernel 1: 0.023000
Kernel 2: 105.906998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.005912 0.787879 fi:0.311546. Ave ac:0.013998,0.015709
Initialization: 6.901000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 106.792999
Copyback: 0.018000
Sum: 0.033000
It 5,Best ac:0.005002 0.880000 fi:0.219774. Ave ac:0.011729,0.012950
Initialization: 6.455000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.859000
Kernel 1: 0.024000
Kernel 2: 105.782997
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.005003 0.916667 fi:0.183107. Ave ac:0.010196,0.010046
Initialization: 6.406000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.946000
Kernel 1: 0.023000
Kernel 2: 106.848000
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.004775 0.840000 fi:0.259861. Ave ac:0.009148,0.009080
Initialization: 6.410000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 106.503998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.004321 0.826087 fi:0.292655. Ave ac:0.008810,0.007133
Initialization: 6.446000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.288000
Kernel 1: 0.023000
Kernel 2: 105.788002
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.005686 0.833333 fi:0.266179. Ave ac:0.008484,0.008173
Iteration 10:MDL fitness activated
Error 0.266179 TL 0.030877
MDL Theory Length Weight: 2.8735009479 (4)
Initialization: 6.400000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.310000
Kernel 1: 0.024000
Kernel 2: 106.358002
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.005003 0.814815 fi:0.357804. Ave ac:0.007985,0.009513
Initialization: 6.932000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 102.512001
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.004319 0.904762 fi:0.295200. Ave ac:0.008594,0.007865
Initialization: 6.389000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.890000
Kernel 1: 0.024000
Kernel 2: 105.641998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.005003 0.846154 fi:0.313595. Ave ac:0.009268,0.010859
Initialization: 6.432000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.974000
Kernel 1: 0.024000
Kernel 2: 107.276001
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.005457 0.857143 fi:0.302431. Ave ac:0.007927,0.006738
Initialization: 6.492000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.904000
Kernel 1: 0.023000
Kernel 2: 103.491997
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.004775 0.840000 fi:0.336925. Ave ac:0.007061,0.005954
Initialization: 6.374000
Memcpy Classifiers: 0.341000
Memcpy Instances: 10.137000
Kernel 1: 0.023000
Kernel 2: 102.225998
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.006821 0.833333 fi:0.349423. Ave ac:0.009332,0.007645
Initialization: 6.480000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 105.028000
Copyback: 0.018000
Sum: 0.032000
It 16,Best ac:0.005684 0.892857 fi:0.283188. Ave ac:0.006722,0.006867
Initialization: 6.456000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.818000
Kernel 1: 0.024000
Kernel 2: 108.195000
Copyback: 0.018000
Sum: 0.034000
It 17,Best ac:0.004320 0.950000 fi:0.256465. Ave ac:0.009251,0.008883
Initialization: 6.365000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 102.921997
Copyback: 0.017000
Sum: 0.036000
It 18,Best ac:0.004320 0.863636 fi:0.330233. Ave ac:0.009947,0.007921
Initialization: 6.369000
Memcpy Classifiers: 0.339000
Memcpy Instances: 9.308000
Kernel 1: 0.023000
Kernel 2: 100.490997
Copyback: 0.017000
Sum: 0.038000
It 19,Best ac:0.004320 0.950000 fi:0.231319. Ave ac:0.008774,0.008103
Initialization: 6.500000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.836000
Kernel 1: 0.022000
Kernel 2: 99.695000
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.005910 0.866667 fi:0.305005. Ave ac:0.010214,0.007958
Initialization: 6.348000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 99.900002
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.004775 0.777778 fi:0.390100. Ave ac:0.006904,0.005861
Initialization: 6.467000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.926000
Kernel 1: 0.024000
Kernel 2: 101.764999
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.004548 0.833333 fi:0.326180. Ave ac:0.008471,0.007217
Initialization: 6.440000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.844000
Kernel 1: 0.023000
Kernel 2: 97.365997
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.004548 0.909091 fi:0.253680. Ave ac:0.010801,0.010040
Initialization: 6.418000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 97.009003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.005457 0.888889 fi:0.266465. Ave ac:0.009832,0.007586
Initialization: 6.433000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.293000
Kernel 1: 0.024000
Kernel 2: 92.378998
Copyback: 0.017000
Sum: 0.038000
It 25,Best ac:0.005458 0.800000 fi:0.358417. Ave ac:0.008376,0.008603
Initialization: 6.513000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.902000
Kernel 1: 0.023000
Kernel 2: 91.834999
Copyback: 0.017000
Sum: 0.036000
It 26,Best ac:0.004548 0.869565 fi:0.294158. Ave ac:0.010760,0.008491
Initialization: 6.471000
Memcpy Classifiers: 0.322000
Memcpy Instances: 15.627000
Kernel 1: 0.025000
Kernel 2: 92.164001
Copyback: 0.020000
Sum: 0.037000
It 27,Best ac:0.006139 0.870968 fi:0.292999. Ave ac:0.010451,0.008543
Initialization: 6.417000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.894000
Kernel 1: 0.023000
Kernel 2: 93.156998
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.007050 0.939394 fi:0.228534. Ave ac:0.009569,0.008475
Initialization: 6.467000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.869000
Kernel 1: 0.023000
Kernel 2: 91.460999
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.004548 0.952381 fi:0.208945. Ave ac:0.008417,0.008289
Initialization: 6.471000
Memcpy Classifiers: 0.301000
Memcpy Instances: 8.811000
Kernel 1: 0.024000
Kernel 2: 93.910004
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.005684 0.806452 fi:0.357226. Ave ac:0.008424,0.008438
Initialization: 6.676000
Memcpy Classifiers: 0.333000
Memcpy Instances: 8.934000
Kernel 1: 0.024000
Kernel 2: 91.969002
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.005457 0.888889 fi:0.273203. Ave ac:0.009146,0.009868
Initialization: 6.410000
Memcpy Classifiers: 0.498000
Memcpy Instances: 8.837000
Kernel 1: 0.024000
Kernel 2: 93.629997
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.006821 0.857143 fi:0.300888. Ave ac:0.007922,0.006964
Initialization: 6.457000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.858000
Kernel 1: 0.022000
Kernel 2: 92.167999
Copyback: 0.024000
Sum: 0.033000
It 33,Best ac:0.008640 0.883721 fi:0.259563. Ave ac:0.010459,0.009112
Initialization: 22.656000
Memcpy Instances: 435.257996
Memcpy Classifiers: 0.063000
Kernel 1: 0.023000
Kernel 2: 488.274994
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 512.752991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 512.697998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 494.513000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 498.677002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 506.045990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 511.501007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 511.436005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 494.463989
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 506.858002
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 495.863007
Copyback: 0.022000
Sum: 0.006000
Memcpy Classifiers: 0.225000
Kernel 1: 0.022000
Kernel 2: 503.687988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 265.899994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005084 0.737954 fi:0.425954. Ave ac:0.007892,0.026546
Best acc 0.005084 0.737954
Rule:Att PSSM_-2_2 is [<-3.355983]|Att PSSM_0_12 is [-6.939590,-3.060410]|Att PSSM_1_5 is [-3.257991,9.176090]|Att PSSM_1_19 is [>-6.308949]|Att PSSM_2_12 is [-5.440054,-2.182217]|1
Accuracy : 0.744193
0	1	
161133	2947	
57075	13483	
Removed 1682 instances. 218208 Instances left. Acc of rule 0.005821-0.760999
Initialization: 6.452000
Memcpy Classifiers: 0.559000
Memcpy Instances: 9.296000
Kernel 1: 0.026000
Kernel 2: 107.321999
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005381 accuracy2:0.248122
Initialization: 6.495000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.801000
Kernel 1: 0.025000
Kernel 2: 109.507004
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.004583 0.571429 fi:0.528481. Ave ac:0.010722,0.015463
Initialization: 6.447000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.895000
Kernel 1: 0.025000
Kernel 2: 113.473000
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.004583 0.689655 fi:0.410253. Ave ac:0.013604,0.016919
Initialization: 7.819000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.132000
Kernel 1: 0.023000
Kernel 2: 115.415001
Copyback: 0.017000
Sum: 0.039000
It 2,Best ac:0.004812 0.677419 fi:0.422400. Ave ac:0.014084,0.015811
Initialization: 6.612000
Memcpy Classifiers: 1.248000
Memcpy Instances: 8.938000
Kernel 1: 0.023000
Kernel 2: 118.696999
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.005958 0.812500 fi:0.286874. Ave ac:0.014866,0.017591
Initialization: 6.495000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.881000
Kernel 1: 0.023000
Kernel 2: 121.777000
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.004353 0.730769 fi:0.369230. Ave ac:0.011226,0.015042
Initialization: 6.483000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.797000
Kernel 1: 0.025000
Kernel 2: 127.723000
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.016266 0.689320 fi:0.406048. Ave ac:0.009771,0.010672
Initialization: 6.337000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.813000
Kernel 1: 0.025000
Kernel 2: 126.414001
Copyback: 0.017000
Sum: 0.040000
It 6,Best ac:0.004353 0.863636 fi:0.236363. Ave ac:0.009186,0.010704
Initialization: 6.385000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.801000
Kernel 1: 0.024000
Kernel 2: 131.009003
Copyback: 0.017000
Sum: 0.039000
It 7,Best ac:0.005270 0.766667 fi:0.332974. Ave ac:0.007816,0.006417
Initialization: 6.409000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.800000
Kernel 1: 0.024000
Kernel 2: 127.445999
Copyback: 0.018000
Sum: 0.035000
It 8,Best ac:0.004582 0.740741 fi:0.359169. Ave ac:0.006799,0.007314
Initialization: 6.283000
Memcpy Classifiers: 0.467000
Memcpy Instances: 9.281000
Kernel 1: 0.023000
Kernel 2: 127.689003
Copyback: 0.018000
Sum: 0.038000
It 9,Best ac:0.006418 0.777778 fi:0.321418. Ave ac:0.008752,0.006844
Iteration 10:MDL fitness activated
Error 0.321418 TL 0.031845
MDL Theory Length Weight: 3.3644198366 (4)
Initialization: 6.454000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.916000
Kernel 1: 0.024000
Kernel 2: 125.847000
Copyback: 0.018000
Sum: 0.040000
It 10,Best ac:0.004354 0.826087 fi:0.407495. Ave ac:0.008719,0.007576
Initialization: 6.458000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.882000
Kernel 1: 0.023000
Kernel 2: 122.540001
Copyback: 0.023000
Sum: 0.043000
It 11,Best ac:0.011002 0.842105 fi:0.372896. Ave ac:0.012352,0.009915
Initialization: 6.455000
Memcpy Classifiers: 0.434000
Memcpy Instances: 10.020000
Kernel 1: 0.023000
Kernel 2: 116.773003
Copyback: 0.022000
Sum: 0.037000
It 12,Best ac:0.005042 0.846154 fi:0.394618. Ave ac:0.010297,0.007800
Initialization: 6.629000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.003000
Kernel 1: 0.024000
Kernel 2: 114.728996
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.004582 0.869565 fi:0.341013. Ave ac:0.009886,0.009630
Initialization: 6.479000
Memcpy Classifiers: 0.416000
Memcpy Instances: 10.110000
Kernel 1: 0.023000
Kernel 2: 108.921997
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.005041 0.846154 fi:0.338874. Ave ac:0.009484,0.009201
Initialization: 6.297000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.127000
Kernel 1: 0.023000
Kernel 2: 108.997002
Copyback: 0.017000
Sum: 0.040000
It 15,Best ac:0.005729 0.806452 fi:0.416405. Ave ac:0.010050,0.009794
Initialization: 6.465000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.797000
Kernel 1: 0.025000
Kernel 2: 103.450996
Copyback: 0.017000
Sum: 0.048000
It 16,Best ac:0.004582 0.800000 fi:0.404344. Ave ac:0.010833,0.009880
Initialization: 6.424000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.803000
Kernel 1: 0.024000
Kernel 2: 99.675003
Copyback: 0.018000
Sum: 0.036000
It 17,Best ac:0.005041 0.814815 fi:0.369534. Ave ac:0.011906,0.018292
Initialization: 6.513000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.800000
Kernel 1: 0.025000
Kernel 2: 99.836998
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.004582 0.909091 fi:0.281589. Ave ac:0.010911,0.009952
Initialization: 6.457000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.051000
Kernel 1: 0.024000
Kernel 2: 96.058998
Copyback: 0.017000
Sum: 0.039000
It 19,Best ac:0.010999 0.842105 fi:0.328337. Ave ac:0.011479,0.009918
Initialization: 6.425000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.069000
Kernel 1: 0.023000
Kernel 2: 96.105003
Copyback: 0.017000
Sum: 0.037000
It 20,Best ac:0.006645 0.828571 fi:0.356807. Ave ac:0.012198,0.011132
Initialization: 6.416000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.868000
Kernel 1: 0.024000
Kernel 2: 97.137001
Copyback: 0.017000
Sum: 0.040000
It 21,Best ac:0.006188 0.964286 fi:0.230445. Ave ac:0.012928,0.011511
Initialization: 6.389000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.249000
Kernel 1: 0.024000
Kernel 2: 92.122002
Copyback: 0.017000
Sum: 0.037000
It 22,Best ac:0.004355 0.791667 fi:0.388186. Ave ac:0.008906,0.008918
Initialization: 6.481000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.792000
Kernel 1: 0.025000
Kernel 2: 92.564003
Copyback: 0.371000
Sum: 0.036000
It 23,Best ac:0.004582 0.833333 fi:0.348495. Ave ac:0.009924,0.008823
Initialization: 6.434000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.825000
Kernel 1: 0.025000
Kernel 2: 90.119003
Copyback: 0.017000
Sum: 0.038000
It 24,Best ac:0.003895 0.944444 fi:0.328401. Ave ac:0.009709,0.009097
Initialization: 6.345000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.837000
Kernel 1: 0.024000
Kernel 2: 91.389999
Copyback: 0.018000
Sum: 0.040000
It 25,Best ac:0.005272 0.884615 fi:0.284136. Ave ac:0.010294,0.010486
Initialization: 6.388000
Memcpy Classifiers: 0.350000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 90.827003
Copyback: 0.017000
Sum: 0.039000
It 26,Best ac:0.004582 0.909091 fi:0.266292. Ave ac:0.011053,0.008814
Initialization: 6.389000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.813000
Kernel 1: 0.024000
Kernel 2: 86.811996
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.004812 0.840000 fi:0.318248. Ave ac:0.008487,0.010011
Initialization: 6.377000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.910000
Kernel 1: 0.023000
Kernel 2: 85.295998
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.006874 0.882353 fi:0.284370. Ave ac:0.010738,0.011048
Initialization: 6.314000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.277000
Kernel 1: 0.023000
Kernel 2: 85.903000
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.005041 0.880000 fi:0.301651. Ave ac:0.009522,0.008285
Initialization: 6.408000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.753000
Kernel 1: 0.024000
Kernel 2: 83.146004
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.007104 0.861111 fi:0.307960. Ave ac:0.008103,0.007086
MDL Theory Length Weight: 3.0279778529 (10)
Initialization: 6.661000
Memcpy Classifiers: 0.287000
Memcpy Instances: 9.094000
Kernel 1: 0.023000
Kernel 2: 84.661003
Copyback: 0.019000
Sum: 0.036000
It 31,Best ac:0.004125 0.900000 fi:0.302622. Ave ac:0.008356,0.008171
Initialization: 6.503000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.328000
Kernel 1: 0.024000
Kernel 2: 83.647003
Copyback: 0.016000
Sum: 0.032000
It 32,Best ac:0.005498 0.923077 fi:0.248868. Ave ac:0.009663,0.008348
Initialization: 6.380000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.291000
Kernel 1: 0.024000
Kernel 2: 80.452003
Copyback: 0.018000
Sum: 0.038000
It 33,Best ac:0.004354 0.863636 fi:0.305429. Ave ac:0.008892,0.007738
Initialization: 23.417999
Memcpy Instances: 435.770996
Memcpy Classifiers: 0.062000
Kernel 1: 0.024000
Kernel 2: 461.908997
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 457.610992
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.062000
Kernel 1: 0.017000
Kernel 2: 464.045013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 463.447998
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.061000
Kernel 1: 0.018000
Kernel 2: 450.026001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 483.536987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 462.330994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 450.619995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 454.821014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 456.480011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 458.779999
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.016000
Kernel 2: 450.653015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 158.227005
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004601 0.759455 fi:0.412838. Ave ac:0.009235,0.030779
Best acc 0.004601 0.759455
Initialization: 6.313000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.631000
Kernel 1: 0.026000
Kernel 2: 104.330002
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.006027 accuracy2:0.252994
Initialization: 6.201000
Memcpy Classifiers: 0.728000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 106.996002
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.019248 0.556291 fi:0.537913. Ave ac:0.011923,0.016821
Initialization: 6.281000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.810000
Kernel 1: 0.024000
Kernel 2: 110.183998
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.014898 0.565217 fi:0.530680. Ave ac:0.014386,0.017493
Initialization: 6.420000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.790000
Kernel 1: 0.023000
Kernel 2: 106.731003
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.004354 0.760000 fi:0.339997. Ave ac:0.014831,0.016833
Initialization: 6.369000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.836000
Kernel 1: 0.024000
Kernel 2: 104.758003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.005956 0.722222 fi:0.377153. Ave ac:0.014632,0.018625
Initialization: 6.577000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.254000
Kernel 1: 0.022000
Kernel 2: 102.561996
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.006647 0.828571 fi:0.270535. Ave ac:0.012843,0.011893
Initialization: 6.286000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.806000
Kernel 1: 0.025000
Kernel 2: 102.834999
Copyback: 0.017000
Sum: 0.197000
It 5,Best ac:0.005729 0.757576 fi:0.341887. Ave ac:0.011832,0.011742
Initialization: 6.337000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 107.056000
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.006186 0.900000 fi:0.199287. Ave ac:0.012169,0.014247
Initialization: 6.504000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 105.496002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.009166 0.784314 fi:0.313815. Ave ac:0.010612,0.011643
Initialization: 6.318000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.995000
Kernel 1: 0.023000
Kernel 2: 104.973000
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.005727 0.862069 fi:0.237396. Ave ac:0.010040,0.010216
Initialization: 6.320000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 102.725998
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005269 0.821429 fi:0.278214. Ave ac:0.009385,0.008016
Iteration 10:MDL fitness activated
Error 0.278214 TL 0.042985
MDL Theory Length Weight: 2.1574529370 (4)
Initialization: 6.362000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.804000
Kernel 1: 0.024000
Kernel 2: 100.272003
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.004583 0.833333 fi:0.347479. Ave ac:0.008273,0.007838
Initialization: 6.407000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.837000
Kernel 1: 0.023000
Kernel 2: 96.857002
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004354 0.863636 fi:0.330072. Ave ac:0.009282,0.009408
Initialization: 6.425000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 95.615997
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.006416 0.875000 fi:0.310137. Ave ac:0.008456,0.008204
Initialization: 6.350000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.808000
Kernel 1: 0.024000
Kernel 2: 96.582001
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.006187 0.931034 fi:0.222650. Ave ac:0.008556,0.007223
Initialization: 6.488000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.959000
Kernel 1: 0.024000
Kernel 2: 94.556000
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.007105 0.861111 fi:0.318721. Ave ac:0.009451,0.008309
Initialization: 6.279000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.802000
Kernel 1: 0.024000
Kernel 2: 91.892998
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.005269 0.958333 fi:0.205274. Ave ac:0.008822,0.006815
Initialization: 6.353000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.469000
Kernel 1: 0.023000
Kernel 2: 90.481003
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.005729 0.833333 fi:0.321217. Ave ac:0.009436,0.008398
Initialization: 6.414000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.103000
Kernel 1: 0.023000
Kernel 2: 89.661003
Copyback: 0.017000
Sum: 0.040000
It 17,Best ac:0.005269 0.851852 fi:0.307250. Ave ac:0.009329,0.008179
Initialization: 6.379000
Memcpy Classifiers: 0.405000
Memcpy Instances: 8.843000
Kernel 1: 0.024000
Kernel 2: 90.301003
Copyback: 0.018000
Sum: 0.033000
It 18,Best ac:0.004811 0.913043 fi:0.241238. Ave ac:0.009178,0.007835
Initialization: 6.423000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.816000
Kernel 1: 0.025000
Kernel 2: 89.761002
Copyback: 0.017000
Sum: 0.038000
It 19,Best ac:0.005959 0.896552 fi:0.270160. Ave ac:0.009351,0.008167
Initialization: 6.367000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.827000
Kernel 1: 0.023000
Kernel 2: 90.745003
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.005042 0.880000 fi:0.288599. Ave ac:0.008916,0.008201
Initialization: 6.475000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.786000
Kernel 1: 0.024000
Kernel 2: 87.788002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.007104 0.885714 fi:0.270476. Ave ac:0.010264,0.011840
Initialization: 6.386000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.895000
Kernel 1: 0.024000
Kernel 2: 89.773003
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.004813 0.875000 fi:0.305652. Ave ac:0.008998,0.008084
Initialization: 6.487000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 91.212997
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.004353 0.904762 fi:0.268339. Ave ac:0.009765,0.007707
Initialization: 6.812000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.875000
Kernel 1: 0.024000
Kernel 2: 89.841003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.004582 0.869565 fi:0.302490. Ave ac:0.008466,0.007932
MDL Theory Length Weight: 1.9417076433 (10)
Initialization: 6.783000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 87.741997
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.004355 0.950000 fi:0.200095. Ave ac:0.009092,0.007282
Initialization: 6.411000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 88.122002
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.005956 0.896552 fi:0.258016. Ave ac:0.008135,0.007687
Initialization: 6.413000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.285000
Kernel 1: 0.024000
Kernel 2: 88.723999
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.004811 1.000000 fi:0.162164. Ave ac:0.008551,0.007127
Initialization: 6.699000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.817000
Kernel 1: 0.024000
Kernel 2: 88.084000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.006873 0.882353 fi:0.262051. Ave ac:0.007770,0.006818
Initialization: 6.362000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.010000
Kernel 1: 0.024000
Kernel 2: 88.860001
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.005040 0.916667 fi:0.244690. Ave ac:0.008678,0.007251
Initialization: 6.377000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.789000
Kernel 1: 0.025000
Kernel 2: 87.002998
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.004354 0.950000 fi:0.213477. Ave ac:0.007879,0.007431
Initialization: 6.355000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.940000
Kernel 1: 0.023000
Kernel 2: 88.233002
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.005041 1.000000 fi:0.163208. Ave ac:0.007995,0.008045
Initialization: 6.429000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.844000
Kernel 1: 0.025000
Kernel 2: 86.879997
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.004583 0.869565 fi:0.271253. Ave ac:0.007590,0.006251
Initialization: 6.334000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.819000
Kernel 1: 0.025000
Kernel 2: 88.007004
Copyback: 0.018000
Sum: 0.029000
It 33,Best ac:0.006647 0.852941 fi:0.304235. Ave ac:0.007290,0.006062
Initialization: 24.110001
Memcpy Instances: 431.312012
Memcpy Classifiers: 0.070000
Kernel 1: 0.024000
Kernel 2: 491.532990
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 471.253998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 480.131989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 484.819000
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.069000
Kernel 1: 0.017000
Kernel 2: 480.789001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 497.251007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 479.888000
Copyback: 0.022000
Sum: 0.006000
Memcpy Classifiers: 0.072000
Kernel 1: 0.022000
Kernel 2: 500.045013
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 478.618988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.016000
Kernel 2: 475.455994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 481.808990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 484.420990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 156.860992
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004665 0.758004 fi:0.403498. Ave ac:0.009305,0.030696
Best acc 0.004665 0.758004
Rule:Att PSSM_-2_12 is [<-3.810479]|Att PSSM_-1_4 is [<-1.154636]|Att PSSM_-1_15 is [<-0.955199]|Att PSSM_0_7 is [<-3.608016]|Att PSSM_0_10 is [>-2.375538]|Att PSSM_0_12 is [<-3.056354]|Att PSSM_1_4 is [<-0.037672]|1
Accuracy : 0.747117
0	1	
160815	3265	
56071	14487	
Removed 1322 instances. 216886 Instances left. Acc of rule 0.004601-0.759455
Initialization: 6.603000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.795000
Kernel 1: 0.027000
Kernel 2: 104.435997
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005258 accuracy2:0.237971
Initialization: 6.420000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.741000
Kernel 1: 0.024000
Kernel 2: 109.257004
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.003689 0.727273 fi:0.500163. Ave ac:0.010611,0.014048
Initialization: 6.214000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 113.278999
Copyback: 0.018000
Sum: 0.035000
It 1,Best ac:0.007378 0.640000 fi:0.458788. Ave ac:0.013215,0.015096
Initialization: 6.425000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.116000
Kernel 1: 0.024000
Kernel 2: 111.637001
Copyback: 0.018000
Sum: 0.034000
It 2,Best ac:0.008068 0.603448 fi:0.495068. Ave ac:0.015083,0.016454
Initialization: 6.869000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.937000
Kernel 1: 0.023000
Kernel 2: 112.844002
Copyback: 0.019000
Sum: 0.033000
It 3,Best ac:0.006226 0.692308 fi:0.406934. Ave ac:0.015661,0.017649
Initialization: 6.172000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 112.849998
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.008068 0.614035 fi:0.484481. Ave ac:0.014976,0.018744
Initialization: 6.322000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.481000
Kernel 1: 0.023000
Kernel 2: 114.461998
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.004840 0.777778 fi:0.322010. Ave ac:0.012926,0.015128
Initialization: 6.880000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.659000
Kernel 1: 0.023000
Kernel 2: 110.683998
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.007607 0.750000 fi:0.348697. Ave ac:0.012151,0.013234
Initialization: 6.426000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.020000
Kernel 1: 0.024000
Kernel 2: 114.223999
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003920 0.894737 fi:0.284413. Ave ac:0.013027,0.012875
Initialization: 6.622000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.975000
Kernel 1: 0.023000
Kernel 2: 106.889999
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004148 0.857143 fi:0.274497. Ave ac:0.011104,0.012635
Initialization: 6.510000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.743000
Kernel 1: 0.024000
Kernel 2: 105.635002
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.004380 0.826087 fi:0.273882. Ave ac:0.011260,0.013826
Iteration 10:MDL fitness activated
Error 0.273882 TL 0.036731
MDL Theory Length Weight: 2.4854462800 (1)
Initialization: 6.563000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.876000
Kernel 1: 0.023000
Kernel 2: 105.778999
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.007145 0.837838 fi:0.331457. Ave ac:0.010753,0.009059
Initialization: 6.565000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.790000
Kernel 1: 0.024000
Kernel 2: 102.336998
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.006917 0.857143 fi:0.324522. Ave ac:0.010039,0.010584
Initialization: 6.700000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.684000
Kernel 1: 0.022000
Kernel 2: 101.572998
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.004150 0.818182 fi:0.383397. Ave ac:0.010542,0.011311
Initialization: 6.998000
Memcpy Classifiers: 0.401000
Memcpy Instances: 8.915000
Kernel 1: 0.024000
Kernel 2: 97.194000
Copyback: 0.018000
Sum: 0.039000
It 13,Best ac:0.005303 0.884615 fi:0.292037. Ave ac:0.009433,0.011064
Initialization: 6.393000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.759000
Kernel 1: 0.025000
Kernel 2: 95.436996
Copyback: 0.017000
Sum: 0.039000
It 14,Best ac:0.005763 0.757576 fi:0.403263. Ave ac:0.009792,0.009776
Initialization: 6.604000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.299000
Kernel 1: 0.024000
Kernel 2: 96.175003
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.004610 0.909091 fi:0.282081. Ave ac:0.012134,0.016049
Initialization: 6.595000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.772000
Kernel 1: 0.024000
Kernel 2: 96.012001
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.005764 0.862069 fi:0.320124. Ave ac:0.009118,0.008998
Initialization: 6.337000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.870000
Kernel 1: 0.022000
Kernel 2: 90.948997
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.007146 0.861111 fi:0.312267. Ave ac:0.009499,0.009902
Initialization: 6.418000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.740000
Kernel 1: 0.024000
Kernel 2: 92.892998
Copyback: 0.017000
Sum: 0.039000
It 18,Best ac:0.005071 0.846154 fi:0.325509. Ave ac:0.011361,0.014517
Initialization: 6.355000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.738000
Kernel 1: 0.024000
Kernel 2: 89.304001
Copyback: 0.017000
Sum: 0.039000
It 19,Best ac:0.007375 0.820513 fi:0.333682. Ave ac:0.009676,0.009713
Initialization: 6.325000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.913000
Kernel 1: 0.028000
Kernel 2: 91.130997
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.005995 0.896552 fi:0.259658. Ave ac:0.010478,0.010983
Initialization: 6.397000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.733000
Kernel 1: 0.023000
Kernel 2: 89.416000
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.005071 0.846154 fi:0.299978. Ave ac:0.009466,0.010489
Initialization: 7.235000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.217000
Kernel 1: 0.023000
Kernel 2: 89.783997
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.009219 0.800000 fi:0.353416. Ave ac:0.007764,0.008095
Initialization: 6.439000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.730000
Kernel 1: 0.023000
Kernel 2: 88.138000
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.005764 0.862069 fi:0.297257. Ave ac:0.008603,0.008858
Initialization: 6.771000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.754000
Kernel 1: 0.024000
Kernel 2: 90.296997
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.009915 0.843137 fi:0.312412. Ave ac:0.009964,0.008642
Initialization: 6.323000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.736000
Kernel 1: 0.025000
Kernel 2: 90.749001
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.005534 0.888889 fi:0.267682. Ave ac:0.009184,0.007298
Initialization: 6.965000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.745000
Kernel 1: 0.025000
Kernel 2: 87.410004
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.005071 0.916667 fi:0.242128. Ave ac:0.008748,0.008349
Initialization: 6.371000
Memcpy Classifiers: 0.320000
Memcpy Instances: 10.128000
Kernel 1: 0.023000
Kernel 2: 90.686996
Copyback: 0.017000
Sum: 0.062000
It 27,Best ac:0.009454 0.891304 fi:0.258917. Ave ac:0.009276,0.006754
Initialization: 6.437000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.746000
Kernel 1: 0.024000
Kernel 2: 88.902000
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.005764 0.833333 fi:0.322527. Ave ac:0.007323,0.005924
Initialization: 6.216000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.749000
Kernel 1: 0.026000
Kernel 2: 88.010002
Copyback: 0.017000
Sum: 0.037000
It 29,Best ac:0.005071 0.814815 fi:0.335814. Ave ac:0.009101,0.009801
Initialization: 6.321000
Memcpy Classifiers: 0.306000
Memcpy Instances: 8.743000
Kernel 1: 0.025000
Kernel 2: 85.797997
Copyback: 0.016000
Sum: 0.034000
It 30,Best ac:0.004610 0.833333 fi:0.324195. Ave ac:0.007880,0.006433
Initialization: 6.360000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.958000
Kernel 1: 0.023000
Kernel 2: 85.527000
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.004841 0.875000 fi:0.274943. Ave ac:0.008337,0.009269
Initialization: 6.539000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.757000
Kernel 1: 0.024000
Kernel 2: 87.789001
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.004381 0.863636 fi:0.306745. Ave ac:0.008136,0.007909
Initialization: 6.410000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.817000
Kernel 1: 0.024000
Kernel 2: 89.278000
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.006226 0.900000 fi:0.267977. Ave ac:0.009366,0.007838
Initialization: 22.886000
Memcpy Instances: 429.593994
Memcpy Classifiers: 0.062000
Kernel 1: 0.025000
Kernel 2: 479.187012
Copyback: 0.019000
Sum: 0.012000
Memcpy Classifiers: 0.056000
Kernel 1: 0.019000
Kernel 2: 495.576996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 474.980988
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 500.665985
Copyback: 0.019000
Sum: 0.003000
Memcpy Classifiers: 0.055000
Kernel 1: 0.017000
Kernel 2: 487.936005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 483.046997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 493.399994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 473.720001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 474.867004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 486.005005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 470.395996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 497.088013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 164.960999
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.005201 0.725402 fi:0.425175. Ave ac:0.008647,0.029001
Best acc 0.005201 0.725402
Initialization: 6.521000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.010000
Kernel 1: 0.027000
Kernel 2: 104.635002
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005833 accuracy2:0.257214
Initialization: 6.816000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.916000
Kernel 1: 0.024000
Kernel 2: 110.194000
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.009682 0.500000 fi:0.597881. Ave ac:0.012037,0.015659
Initialization: 6.302000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.774000
Kernel 1: 0.024000
Kernel 2: 113.330002
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.004381 0.513514 fi:0.586454. Ave ac:0.014917,0.016847
Initialization: 6.390000
Memcpy Classifiers: 0.918000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 112.514999
Copyback: 0.018000
Sum: 0.033000
It 2,Best ac:0.008760 0.678571 fi:0.419675. Ave ac:0.015247,0.016486
Initialization: 6.533000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.744000
Kernel 1: 0.026000
Kernel 2: 111.453003
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.005534 0.705882 fi:0.393631. Ave ac:0.013572,0.013813
Initialization: 6.271000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.983000
Kernel 1: 0.026000
Kernel 2: 110.676003
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004611 0.689655 fi:0.410221. Ave ac:0.013300,0.013763
Initialization: 6.388000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.735000
Kernel 1: 0.023000
Kernel 2: 109.362999
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.005302 0.718750 fi:0.380854. Ave ac:0.012139,0.015737
Initialization: 6.317000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.897000
Kernel 1: 0.023000
Kernel 2: 112.300003
Copyback: 0.370000
Sum: 0.033000
It 6,Best ac:0.004611 0.769231 fi:0.330646. Ave ac:0.012546,0.014129
Initialization: 6.413000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.730000
Kernel 1: 0.026000
Kernel 2: 111.754997
Copyback: 0.019000
Sum: 0.036000
It 7,Best ac:0.004150 0.818182 fi:0.312683. Ave ac:0.011656,0.010845
Initialization: 6.427000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.825000
Kernel 1: 0.024000
Kernel 2: 110.085999
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.004150 0.857143 fi:0.273722. Ave ac:0.010572,0.011330
Initialization: 6.811000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.795000
Kernel 1: 0.025000
Kernel 2: 109.483002
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.009910 0.811321 fi:0.286473. Ave ac:0.009877,0.008567
Iteration 10:MDL fitness activated
Error 0.286473 TL 0.024024
MDL Theory Length Weight: 3.9747970296 (2)
Initialization: 6.345000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.741000
Kernel 1: 0.025000
Kernel 2: 106.912003
Copyback: 0.018000
Sum: 0.031000
It 10,Best ac:0.014059 0.782051 fi:0.412153. Ave ac:0.011022,0.010500
Initialization: 6.359000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.756000
Kernel 1: 0.025000
Kernel 2: 107.947998
Copyback: 0.017000
Sum: 0.039000
It 11,Best ac:0.004610 0.869565 fi:0.343802. Ave ac:0.011505,0.009325
Initialization: 6.349000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.777000
Kernel 1: 0.025000
Kernel 2: 107.429001
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004610 0.869565 fi:0.343325. Ave ac:0.009032,0.008309
Initialization: 6.416000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.834000
Kernel 1: 0.024000
Kernel 2: 104.363998
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.007146 0.837838 fi:0.373855. Ave ac:0.009370,0.007680
Initialization: 6.404000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.761000
Kernel 1: 0.024000
Kernel 2: 103.800003
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.006226 0.818182 fi:0.367864. Ave ac:0.011665,0.010194
Initialization: 6.285000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.838000
Kernel 1: 0.023000
Kernel 2: 102.467003
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.004842 0.875000 fi:0.334208. Ave ac:0.010456,0.008919
Initialization: 6.337000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.724000
Kernel 1: 0.025000
Kernel 2: 101.459999
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.010837 0.746032 fi:0.434988. Ave ac:0.009945,0.008510
Initialization: 6.362000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.732000
Kernel 1: 0.024000
Kernel 2: 99.973000
Copyback: 0.017000
Sum: 0.039000
It 17,Best ac:0.005071 0.846154 fi:0.358396. Ave ac:0.009057,0.007246
Initialization: 6.336000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 98.681999
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.005071 0.846154 fi:0.365262. Ave ac:0.010503,0.008490
Initialization: 6.377000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.287000
Kernel 1: 0.025000
Kernel 2: 98.042000
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.004610 0.909091 fi:0.308295. Ave ac:0.012416,0.009557
Initialization: 6.277000
Memcpy Classifiers: 0.321000
Memcpy Instances: 10.096000
Kernel 1: 0.023000
Kernel 2: 99.500000
Copyback: 0.016000
Sum: 0.032000
It 20,Best ac:0.004381 0.950000 fi:0.220390. Ave ac:0.009910,0.008004
Initialization: 6.340000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.811000
Kernel 1: 0.024000
Kernel 2: 97.838997
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.007145 0.939394 fi:0.244081. Ave ac:0.010290,0.009279
Initialization: 6.807000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.853000
Kernel 1: 0.025000
Kernel 2: 99.362000
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.004841 0.875000 fi:0.295302. Ave ac:0.010660,0.011233
Initialization: 6.331000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.968000
Kernel 1: 0.025000
Kernel 2: 100.051003
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.005303 0.958333 fi:0.251890. Ave ac:0.008743,0.008046
Initialization: 6.507000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.730000
Kernel 1: 0.024000
Kernel 2: 97.327003
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.008068 0.875000 fi:0.319010. Ave ac:0.008018,0.007425
Initialization: 6.349000
Memcpy Classifiers: 0.370000
Memcpy Instances: 8.734000
Kernel 1: 0.025000
Kernel 2: 100.036003
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.005764 0.892857 fi:0.320400. Ave ac:0.009019,0.007079
Initialization: 6.307000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.767000
Kernel 1: 0.024000
Kernel 2: 98.234001
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.004610 0.833333 fi:0.360854. Ave ac:0.006207,0.005937
Initialization: 6.538000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.858000
Kernel 1: 0.025000
Kernel 2: 98.028000
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.005071 0.880000 fi:0.312397. Ave ac:0.009252,0.009830
Initialization: 6.426000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.179000
Kernel 1: 0.025000
Kernel 2: 98.412003
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.004611 0.909091 fi:0.291995. Ave ac:0.009430,0.006984
Initialization: 6.467000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.913000
Kernel 1: 0.039000
Kernel 2: 96.698997
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.004611 0.833333 fi:0.378548. Ave ac:0.007967,0.005889
MDL Theory Length Weight: 3.5773173266 (10)
Initialization: 6.803000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.024000
Kernel 1: 0.027000
Kernel 2: 94.248001
Copyback: 0.017000
Sum: 0.037000
It 30,Best ac:0.007146 0.885714 fi:0.287609. Ave ac:0.009688,0.007729
Initialization: 6.327000
Memcpy Classifiers: 0.665000
Memcpy Instances: 8.788000
Kernel 1: 0.024000
Kernel 2: 93.357002
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.004381 0.904762 fi:0.263689. Ave ac:0.008589,0.007296
Initialization: 6.375000
Memcpy Classifiers: 0.328000
Memcpy Instances: 8.762000
Kernel 1: 0.024000
Kernel 2: 95.486000
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.005070 0.880000 fi:0.299921. Ave ac:0.008634,0.006734
Initialization: 6.844000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.787000
Kernel 1: 0.025000
Kernel 2: 92.980003
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.004610 0.769231 fi:0.388372. Ave ac:0.006533,0.005676
Initialization: 23.000999
Memcpy Instances: 428.821014
Memcpy Classifiers: 0.059000
Kernel 1: 0.024000
Kernel 2: 520.023987
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 508.020996
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 511.347992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 494.083008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 518.073975
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 519.637024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 515.848999
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 504.527008
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.053000
Kernel 1: 0.017000
Kernel 2: 520.966980
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 513.393982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 514.588013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 498.540985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.043000
Kernel 1: 0.014000
Kernel 2: 169.483002
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004998 0.734417 fi:0.423032. Ave ac:0.009368,0.032776
Best acc 0.004998 0.734417
Rule:Att PSSM_0_5 is [-1.915652,8.570300]|Att PSSM_0_12 is [<-3.754208]|Att PSSM_1_14 is [-1.376727,7.554168]|Att PSSM_2_1 is [-4.277718,5.754161]|Att PSSM_3_8 is [>-5.125432]|Att PSSM_4_7 is [<-1.514377]|Att PSSM_4_10 is [-5.712477,5.636227]|1
Accuracy : 0.750066
0	1	
160423	3657	
54987	15571	
Removed 1476 instances. 215410 Instances left. Acc of rule 0.004998-0.734417
Initialization: 6.298000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.756000
Kernel 1: 0.026000
Kernel 2: 104.021004
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005825 accuracy2:0.232668
Initialization: 6.281000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.712000
Kernel 1: 0.025000
Kernel 2: 109.559998
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.005571 0.571429 fi:0.528044. Ave ac:0.012688,0.018217
Initialization: 6.480000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.683000
Kernel 1: 0.025000
Kernel 2: 115.563004
Copyback: 0.025000
Sum: 0.041000
It 1,Best ac:0.005107 0.647059 fi:0.452598. Ave ac:0.016331,0.020622
Initialization: 6.326000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.749000
Kernel 1: 0.025000
Kernel 2: 111.714996
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.007426 0.727273 fi:0.371460. Ave ac:0.014720,0.018400
Initialization: 7.228000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.711000
Kernel 1: 0.026000
Kernel 2: 113.124001
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.006035 0.666667 fi:0.432621. Ave ac:0.017011,0.023507
Initialization: 6.419000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.667000
Kernel 1: 0.025000
Kernel 2: 115.992996
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.007892 0.708333 fi:0.390211. Ave ac:0.016399,0.020660
Initialization: 6.308000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.697000
Kernel 1: 0.026000
Kernel 2: 116.456001
Copyback: 0.017000
Sum: 0.061000
It 5,Best ac:0.004409 0.730769 fi:0.369165. Ave ac:0.015591,0.017837
Initialization: 6.460000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.686000
Kernel 1: 0.025000
Kernel 2: 113.984001
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.006034 0.838710 fi:0.260578. Ave ac:0.014591,0.018268
Initialization: 6.330000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.686000
Kernel 1: 0.025000
Kernel 2: 113.176003
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004641 0.769231 fi:0.330611. Ave ac:0.012568,0.017617
Initialization: 6.343000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.677000
Kernel 1: 0.026000
Kernel 2: 112.136002
Copyback: 0.016000
Sum: 0.031000
It 8,Best ac:0.005107 0.814815 fi:0.284842. Ave ac:0.011007,0.012922
Initialization: 6.348000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.699000
Kernel 1: 0.025000
Kernel 2: 108.876999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004643 0.869565 fi:0.230275. Ave ac:0.010272,0.013295
Iteration 10:MDL fitness activated
Error 0.230275 TL 0.034460
MDL Theory Length Weight: 2.2274303555 (1)
Initialization: 6.306000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.806000
Kernel 1: 0.025000
Kernel 2: 110.989998
Copyback: 0.371000
Sum: 0.030000
It 10,Best ac:0.004178 0.857143 fi:0.344030. Ave ac:0.010034,0.011611
Initialization: 6.351000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.671000
Kernel 1: 0.025000
Kernel 2: 112.477997
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.004409 0.791667 fi:0.388664. Ave ac:0.008419,0.010497
Initialization: 6.242000
Memcpy Classifiers: 0.426000
Memcpy Instances: 8.756000
Kernel 1: 0.024000
Kernel 2: 105.343002
Copyback: 0.018000
Sum: 0.037000
It 12,Best ac:0.004411 0.826087 fi:0.351150. Ave ac:0.008599,0.012112
Initialization: 6.226000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.671000
Kernel 1: 0.025000
Kernel 2: 102.320999
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.004409 1.000000 fi:0.167115. Ave ac:0.009651,0.012390
Initialization: 6.366000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.719000
Kernel 1: 0.025000
Kernel 2: 101.010002
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.004643 0.833333 fi:0.331327. Ave ac:0.007818,0.011152
Initialization: 6.423000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.371000
Kernel 1: 0.023000
Kernel 2: 102.512001
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.005106 0.785714 fi:0.379053. Ave ac:0.010848,0.015971
Initialization: 6.306000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.708000
Kernel 1: 0.025000
Kernel 2: 101.704002
Copyback: 0.018000
Sum: 0.033000
It 16,Best ac:0.004178 0.750000 fi:0.399984. Ave ac:0.008954,0.011858
Initialization: 6.269000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.700000
Kernel 1: 0.025000
Kernel 2: 100.833000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.006732 0.783784 fi:0.392530. Ave ac:0.011127,0.016729
Initialization: 6.377000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.865000
Kernel 1: 0.025000
Kernel 2: 98.501999
Copyback: 0.018000
Sum: 0.035000
It 18,Best ac:0.004178 0.818182 fi:0.355314. Ave ac:0.012240,0.016022
Initialization: 6.414000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.729000
Kernel 1: 0.024000
Kernel 2: 100.468002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.005803 0.833333 fi:0.313568. Ave ac:0.011407,0.017183
Initialization: 6.347000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.786000
Kernel 1: 0.024000
Kernel 2: 103.622002
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.005571 0.888889 fi:0.254603. Ave ac:0.010900,0.016047
Initialization: 6.292000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.167000
Kernel 1: 0.024000
Kernel 2: 100.218002
Copyback: 0.042000
Sum: 0.032000
It 21,Best ac:0.007196 0.815789 fi:0.330039. Ave ac:0.009582,0.015646
Initialization: 6.289000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.698000
Kernel 1: 0.025000
Kernel 2: 98.401001
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.004409 0.826087 fi:0.330720. Ave ac:0.009581,0.012485
MDL Theory Length Weight: 2.0046873199 (10)
Initialization: 6.498000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.293000
Kernel 1: 0.025000
Kernel 2: 101.563004
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.005108 0.814815 fi:0.339220. Ave ac:0.009838,0.015373
Initialization: 6.367000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.674000
Kernel 1: 0.024000
Kernel 2: 97.226997
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.008587 0.822222 fi:0.326522. Ave ac:0.013093,0.018073
Initialization: 6.340000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.665000
Kernel 1: 0.024000
Kernel 2: 97.430000
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.004875 0.913043 fi:0.228321. Ave ac:0.011087,0.012591
Initialization: 6.418000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.794000
Kernel 1: 0.023000
Kernel 2: 94.377998
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.004875 0.840000 fi:0.299386. Ave ac:0.012864,0.019509
Initialization: 6.385000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.707000
Kernel 1: 0.023000
Kernel 2: 96.505997
Copyback: 0.018000
Sum: 0.029000
It 27,Best ac:0.004178 0.947368 fi:0.211785. Ave ac:0.010774,0.015926
Initialization: 6.431000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.676000
Kernel 1: 0.025000
Kernel 2: 93.623001
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.004641 0.869565 fi:0.270129. Ave ac:0.010849,0.016445
Initialization: 6.857000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.692000
Kernel 1: 0.026000
Kernel 2: 93.363998
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.003946 0.944444 fi:0.258938. Ave ac:0.010696,0.012287
Initialization: 6.301000
Memcpy Classifiers: 1.361000
Memcpy Instances: 8.708000
Kernel 1: 0.024000
Kernel 2: 91.476997
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.005106 0.846154 fi:0.297226. Ave ac:0.008495,0.014626
Initialization: 6.287000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.677000
Kernel 1: 0.025000
Kernel 2: 91.107002
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.005339 0.884615 fi:0.255002. Ave ac:0.009536,0.011398
Initialization: 6.317000
Memcpy Classifiers: 0.331000
Memcpy Instances: 9.151000
Kernel 1: 0.024000
Kernel 2: 88.821999
Copyback: 0.017000
Sum: 0.037000
It 32,Best ac:0.004409 1.000000 fi:0.147560. Ave ac:0.009799,0.012565
Initialization: 6.528000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.733000
Kernel 1: 0.024000
Kernel 2: 88.079002
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.004177 0.900000 fi:0.261134. Ave ac:0.009891,0.015079
Initialization: 23.694000
Memcpy Instances: 425.583008
Memcpy Classifiers: 0.064000
Kernel 1: 0.025000
Kernel 2: 488.062988
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 514.960999
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 476.046997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 499.079010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 472.014008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 500.920990
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.063000
Kernel 1: 0.018000
Kernel 2: 499.765015
Copyback: 0.365000
Sum: 0.004000
Memcpy Classifiers: 0.065000
Kernel 1: 0.018000
Kernel 2: 477.601990
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 482.688995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 475.473999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 489.500000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 472.524994
Copyback: 0.016000
Sum: 0.002000
It 34,Best ac:0.004531 0.717647 fi:0.423854. Ave ac:0.009158,0.032213
Best acc 0.004531 0.717647
Initialization: 6.375000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.701000
Kernel 1: 0.026000
Kernel 2: 106.601997
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.006646 accuracy2:0.243763
Initialization: 6.405000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.756000
Kernel 1: 0.025000
Kernel 2: 114.863998
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.006034 0.684211 fi:0.415077. Ave ac:0.013405,0.018670
Initialization: 6.339000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.667000
Kernel 1: 0.025000
Kernel 2: 111.455002
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.008126 0.636364 fi:0.462089. Ave ac:0.016279,0.019473
Initialization: 6.365000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.737000
Kernel 1: 0.025000
Kernel 2: 105.685997
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.005571 0.685714 fi:0.413756. Ave ac:0.017619,0.019309
Initialization: 6.846000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.715000
Kernel 1: 0.025000
Kernel 2: 103.603996
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.007196 0.673913 fi:0.424909. Ave ac:0.018756,0.022525
Initialization: 6.270000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.683000
Kernel 1: 0.025000
Kernel 2: 97.568001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.006034 0.742857 fi:0.356430. Ave ac:0.017236,0.020821
Initialization: 6.316000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.681000
Kernel 1: 0.025000
Kernel 2: 96.614998
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.003946 0.809524 fi:0.353956. Ave ac:0.016238,0.018763
Initialization: 6.349000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.678000
Kernel 1: 0.025000
Kernel 2: 93.670998
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.006267 0.818182 fi:0.281013. Ave ac:0.013870,0.016854
Initialization: 6.324000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.716000
Kernel 1: 0.025000
Kernel 2: 93.615997
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.005106 0.814815 fi:0.284842. Ave ac:0.014839,0.017307
Initialization: 6.396000
Memcpy Classifiers: 0.359000
Memcpy Instances: 8.669000
Kernel 1: 0.025000
Kernel 2: 94.575996
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.006034 0.787879 fi:0.311408. Ave ac:0.014447,0.015092
Initialization: 6.313000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.725000
Kernel 1: 0.024000
Kernel 2: 96.636002
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.004643 0.869565 fi:0.230277. Ave ac:0.013536,0.016253
Iteration 10:MDL fitness activated
Error 0.230277 TL 0.033376
MDL Theory Length Weight: 2.2998475877 (1)
Initialization: 6.266000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.690000
Kernel 1: 0.024000
Kernel 2: 93.015999
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.007196 0.861111 fi:0.293581. Ave ac:0.015115,0.016254
Initialization: 6.327000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.685000
Kernel 1: 0.025000
Kernel 2: 91.516998
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004874 0.840000 fi:0.318146. Ave ac:0.014716,0.017506
Initialization: 6.402000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.670000
Kernel 1: 0.026000
Kernel 2: 90.197998
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.013695 0.756410 fi:0.383206. Ave ac:0.013841,0.015951
Initialization: 6.403000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.743000
Kernel 1: 0.024000
Kernel 2: 91.484001
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.005106 0.814815 fi:0.314339. Ave ac:0.015496,0.016449
Initialization: 6.460000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.713000
Kernel 1: 0.025000
Kernel 2: 87.916000
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.006267 0.900000 fi:0.250972. Ave ac:0.013476,0.019939
Initialization: 6.923000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.701000
Kernel 1: 0.024000
Kernel 2: 87.560997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.005571 0.774194 fi:0.370618. Ave ac:0.014521,0.017281
Initialization: 6.291000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.691000
Kernel 1: 0.026000
Kernel 2: 87.291000
Copyback: 0.018000
Sum: 0.027000
It 16,Best ac:0.004409 0.950000 fi:0.206348. Ave ac:0.013105,0.015082
Initialization: 6.306000
Memcpy Classifiers: 0.301000
Memcpy Instances: 9.193000
Kernel 1: 0.024000
Kernel 2: 89.928001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.006732 0.852941 fi:0.311860. Ave ac:0.011484,0.011163
Initialization: 6.447000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.667000
Kernel 1: 0.032000
Kernel 2: 88.338997
Copyback: 0.020000
Sum: 0.031000
It 18,Best ac:0.004177 0.857143 fi:0.322246. Ave ac:0.008502,0.010338
Initialization: 6.391000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.874000
Kernel 1: 0.025000
Kernel 2: 85.620003
Copyback: 0.016000
Sum: 0.023000
It 19,Best ac:0.006267 0.900000 fi:0.247570. Ave ac:0.012594,0.015641
Initialization: 6.291000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.706000
Kernel 1: 0.024000
Kernel 2: 85.605003
Copyback: 0.018000
Sum: 0.030000
It 20,Best ac:0.005571 0.800000 fi:0.351225. Ave ac:0.011011,0.012801
Initialization: 7.743000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.449000
Kernel 1: 0.024000
Kernel 2: 84.009003
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.004876 0.954545 fi:0.206999. Ave ac:0.010819,0.012022
Initialization: 6.480000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.718000
Kernel 1: 0.025000
Kernel 2: 85.862000
Copyback: 0.034000
Sum: 0.026000
It 22,Best ac:0.005106 0.880000 fi:0.276365. Ave ac:0.010937,0.009179
Initialization: 6.620000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.698000
Kernel 1: 0.025000
Kernel 2: 84.483002
Copyback: 0.371000
Sum: 0.027000
It 23,Best ac:0.007890 0.809524 fi:0.344891. Ave ac:0.009133,0.008764
Initialization: 6.926000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.701000
Kernel 1: 0.024000
Kernel 2: 82.172997
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.004410 0.904762 fi:0.247652. Ave ac:0.009901,0.010476
Initialization: 6.222000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.717000
Kernel 1: 0.025000
Kernel 2: 83.531998
Copyback: 0.016000
Sum: 0.023000
It 25,Best ac:0.007430 0.888889 fi:0.245952. Ave ac:0.009141,0.008108
MDL Theory Length Weight: 2.0698628289 (10)
Initialization: 6.828000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 81.510002
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.005107 0.916667 fi:0.234216. Ave ac:0.008276,0.006665
Initialization: 6.829000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.169000
Kernel 1: 0.024000
Kernel 2: 80.098000
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.005571 0.827586 fi:0.307110. Ave ac:0.006471,0.004691
Initialization: 6.365000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.892000
Kernel 1: 0.025000
Kernel 2: 82.069000
Copyback: 0.018000
Sum: 0.024000
It 28,Best ac:0.004643 0.833333 fi:0.318936. Ave ac:0.007629,0.006767
Initialization: 6.312000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.701000
Kernel 1: 0.025000
Kernel 2: 82.584000
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.005107 0.880000 fi:0.270162. Ave ac:0.009403,0.007698
Initialization: 6.436000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.672000
Kernel 1: 0.030000
Kernel 2: 81.452003
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.004178 0.900000 fi:0.254618. Ave ac:0.008771,0.010808
Initialization: 6.385000
Memcpy Classifiers: 0.724000
Memcpy Instances: 8.942000
Kernel 1: 0.025000
Kernel 2: 82.143997
Copyback: 0.016000
Sum: 0.025000
It 31,Best ac:0.006732 0.935484 fi:0.208733. Ave ac:0.009336,0.006985
Initialization: 6.434000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.686000
Kernel 1: 0.026000
Kernel 2: 83.540001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.004875 0.913043 fi:0.235055. Ave ac:0.007460,0.006701
Initialization: 6.818000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.768000
Kernel 1: 0.024000
Kernel 2: 85.470001
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.004644 0.869565 fi:0.273661. Ave ac:0.007266,0.006206
Initialization: 24.759001
Memcpy Instances: 428.635986
Memcpy Classifiers: 0.061000
Kernel 1: 0.026000
Kernel 2: 467.019989
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 461.229004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 454.813995
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.053000
Kernel 1: 0.017000
Kernel 2: 476.920990
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.016000
Kernel 2: 468.820007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 494.500000
Copyback: 0.017000
Sum: 0.005000
Memcpy Classifiers: 0.053000
Kernel 1: 0.018000
Kernel 2: 465.553009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 459.634003
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.052000
Kernel 1: 0.017000
Kernel 2: 479.487000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 467.226013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 480.307007
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 454.709015
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004624 0.731278 fi:0.411957. Ave ac:0.007616,0.024873
Best acc 0.004624 0.731278
Rule:Att PSSM_-1_6 is [<-1.803023]|Att PSSM_0_4 is [-5.357171,-3.343075]|Att PSSM_0_12 is [<-3.251352]|Att PSSM_1_4 is [<-2.726668]|Att PSSM_4_12 is [-4.685585,-1.732006]|1
Accuracy : 0.752751
0	1	
160057	4023	
53991	16567	
Removed 1362 instances. 214048 Instances left. Acc of rule 0.004624-0.731278
Initialization: 6.380000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.606000
Kernel 1: 0.026000
Kernel 2: 103.809998
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.006501 accuracy2:0.248989
Initialization: 6.343000
Memcpy Classifiers: 0.916000
Memcpy Instances: 8.674000
Kernel 1: 0.024000
Kernel 2: 112.231003
Copyback: 0.017000
Sum: 0.041000
It 0,Best ac:0.005606 0.600000 fi:0.499431. Ave ac:0.013152,0.019175
Initialization: 6.307000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.881000
Kernel 1: 0.025000
Kernel 2: 110.936996
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.004438 0.678571 fi:0.421330. Ave ac:0.016440,0.019562
Initialization: 6.370000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.613000
Kernel 1: 0.024000
Kernel 2: 105.135002
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.005606 0.727273 fi:0.372158. Ave ac:0.014687,0.017772
Initialization: 6.345000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.713000
Kernel 1: 0.024000
Kernel 2: 103.872002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.005138 0.709677 fi:0.389942. Ave ac:0.013728,0.015668
Initialization: 6.348000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.612000
Kernel 1: 0.026000
Kernel 2: 98.574997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.005374 0.851852 fi:0.247671. Ave ac:0.015170,0.019273
Initialization: 6.289000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.319000
Kernel 1: 0.023000
Kernel 2: 97.757004
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.004905 0.700000 fi:0.399714. Ave ac:0.010867,0.013258
Initialization: 6.821000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.689000
Kernel 1: 0.024000
Kernel 2: 94.132004
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.006072 0.787879 fi:0.311364. Ave ac:0.010470,0.013041
Initialization: 6.847000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 92.396004
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.006541 0.848485 fi:0.250570. Ave ac:0.009788,0.010456
Initialization: 6.337000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.647000
Kernel 1: 0.025000
Kernel 2: 96.070000
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.004206 0.818182 fi:0.281813. Ave ac:0.010462,0.011251
Initialization: 6.275000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.113000
Kernel 1: 0.024000
Kernel 2: 94.953003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.003971 0.850000 fi:0.297988. Ave ac:0.009646,0.010130
Iteration 10:MDL fitness activated
Error 0.297988 TL 0.038377
MDL Theory Length Weight: 2.5882233706 (6)
Initialization: 6.327000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.616000
Kernel 1: 0.025000
Kernel 2: 90.154999
Copyback: 0.017000
Sum: 0.049000
It 10,Best ac:0.004204 0.818182 fi:0.376303. Ave ac:0.009746,0.011812
Initialization: 6.111000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.624000
Kernel 1: 0.024000
Kernel 2: 91.474998
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.004905 0.807692 fi:0.390478. Ave ac:0.007886,0.007940
Initialization: 6.299000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.645000
Kernel 1: 0.026000
Kernel 2: 89.702003
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.006073 0.812500 fi:0.360913. Ave ac:0.009442,0.013275
Initialization: 6.553000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.606000
Kernel 1: 0.024000
Kernel 2: 86.988998
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.007708 0.868421 fi:0.316006. Ave ac:0.009644,0.010928
Initialization: 6.318000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.653000
Kernel 1: 0.024000
Kernel 2: 85.491997
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.008178 0.813953 fi:0.380191. Ave ac:0.011576,0.015885
Initialization: 6.310000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.615000
Kernel 1: 0.026000
Kernel 2: 85.843002
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.004205 0.900000 fi:0.256231. Ave ac:0.010923,0.012456
Initialization: 6.352000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.614000
Kernel 1: 0.031000
Kernel 2: 85.845001
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.005606 0.800000 fi:0.356080. Ave ac:0.010801,0.011602
Initialization: 6.392000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.637000
Kernel 1: 0.024000
Kernel 2: 85.230003
Copyback: 0.018000
Sum: 0.033000
It 17,Best ac:0.006073 0.838710 fi:0.355531. Ave ac:0.011384,0.014304
Initialization: 6.401000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.658000
Kernel 1: 0.025000
Kernel 2: 85.538002
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.004438 0.904762 fi:0.293597. Ave ac:0.010409,0.012057
Initialization: 6.417000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.615000
Kernel 1: 0.029000
Kernel 2: 85.785004
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004672 0.869565 fi:0.292425. Ave ac:0.010270,0.012527
Initialization: 6.373000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.613000
Kernel 1: 0.026000
Kernel 2: 87.945999
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.004438 0.863636 fi:0.317227. Ave ac:0.009070,0.008795
Initialization: 6.427000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.352000
Kernel 1: 0.025000
Kernel 2: 86.415001
Copyback: 0.018000
Sum: 0.033000
It 21,Best ac:0.004672 0.800000 fi:0.341913. Ave ac:0.011494,0.012308
Initialization: 6.310000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.130000
Kernel 1: 0.024000
Kernel 2: 83.834000
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.005374 0.793103 fi:0.344317. Ave ac:0.010161,0.012149
Initialization: 6.324000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.082000
Kernel 1: 0.025000
Kernel 2: 85.473999
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.006541 0.777778 fi:0.367714. Ave ac:0.009937,0.010375
Initialization: 6.421000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.698000
Kernel 1: 0.025000
Kernel 2: 87.488998
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.007241 0.911765 fi:0.240959. Ave ac:0.011510,0.010633
Initialization: 6.325000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.797000
Kernel 1: 0.025000
Kernel 2: 88.809998
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.004438 0.904762 fi:0.244897. Ave ac:0.007430,0.007686
Initialization: 6.316000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.613000
Kernel 1: 0.029000
Kernel 2: 86.823997
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.004672 1.000000 fi:0.156755. Ave ac:0.009489,0.010184
Initialization: 6.270000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.615000
Kernel 1: 0.026000
Kernel 2: 86.865997
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.006305 0.818182 fi:0.329028. Ave ac:0.009299,0.009217
Initialization: 6.352000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.664000
Kernel 1: 0.025000
Kernel 2: 87.434998
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.004439 0.904762 fi:0.256915. Ave ac:0.008416,0.008360
Initialization: 6.380000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.613000
Kernel 1: 0.027000
Kernel 2: 86.850998
Copyback: 0.018000
Sum: 0.032000
It 29,Best ac:0.004672 0.952381 fi:0.205315. Ave ac:0.009151,0.010744
Initialization: 6.373000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.640000
Kernel 1: 0.023000
Kernel 2: 88.875000
Copyback: 0.016000
Sum: 0.030000
It 30,Best ac:0.004905 0.807692 fi:0.364779. Ave ac:0.008483,0.008352
Initialization: 6.322000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.605000
Kernel 1: 0.024000
Kernel 2: 85.700996
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.004206 0.857143 fi:0.303942. Ave ac:0.009466,0.013404
Initialization: 6.802000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.618000
Kernel 1: 0.023000
Kernel 2: 87.175003
Copyback: 0.020000
Sum: 0.033000
It 32,Best ac:0.004439 0.863636 fi:0.322819. Ave ac:0.009597,0.016379
Initialization: 6.301000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.643000
Kernel 1: 0.023000
Kernel 2: 90.181999
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004438 0.826087 fi:0.334580. Ave ac:0.009314,0.012497
Initialization: 23.767000
Memcpy Instances: 423.428986
Memcpy Classifiers: 0.067000
Kernel 1: 0.025000
Kernel 2: 480.996002
Copyback: 0.369000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 488.251007
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.069000
Kernel 1: 0.023000
Kernel 2: 489.221008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 483.455994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 489.299011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 474.207001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 479.710999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 494.247009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 496.240997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 486.460999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 491.579010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 282.955994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004247 0.690205 fi:0.466008. Ave ac:0.009349,0.031012
Best acc 0.004247 0.690205
Initialization: 6.298000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.715000
Kernel 1: 0.025000
Kernel 2: 104.822998
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.006633 accuracy2:0.255897
Initialization: 6.337000
Memcpy Classifiers: 0.508000
Memcpy Instances: 8.746000
Kernel 1: 0.023000
Kernel 2: 108.688004
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.004672 0.588235 fi:0.511572. Ave ac:0.012594,0.016907
Initialization: 6.302000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.660000
Kernel 1: 0.023000
Kernel 2: 108.382004
Copyback: 0.371000
Sum: 0.032000
It 1,Best ac:0.008874 0.666667 fi:0.431446. Ave ac:0.016516,0.018776
Initialization: 6.341000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.633000
Kernel 1: 0.023000
Kernel 2: 109.012001
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.017286 0.632479 fi:0.462245. Ave ac:0.016073,0.019970
Initialization: 6.439000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.634000
Kernel 1: 0.024000
Kernel 2: 111.000999
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.008643 0.711538 fi:0.386669. Ave ac:0.016449,0.016369
Initialization: 6.300000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.602000
Kernel 1: 0.023000
Kernel 2: 110.482002
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.003972 0.772727 fi:0.374471. Ave ac:0.016752,0.016609
Initialization: 6.407000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.620000
Kernel 1: 0.024000
Kernel 2: 110.865997
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.004438 0.703704 fi:0.396198. Ave ac:0.016631,0.015205
Initialization: 6.794000
Memcpy Classifiers: 0.484000
Memcpy Instances: 8.628000
Kernel 1: 0.025000
Kernel 2: 112.644997
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.012844 0.763889 fi:0.332623. Ave ac:0.015413,0.014387
Initialization: 6.360000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.614000
Kernel 1: 0.024000
Kernel 2: 114.912003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004438 0.863636 fi:0.236265. Ave ac:0.012936,0.017881
Initialization: 6.292000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.619000
Kernel 1: 0.024000
Kernel 2: 118.702003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.006307 0.771429 fi:0.327720. Ave ac:0.011708,0.011680
Initialization: 6.241000
Memcpy Classifiers: 0.473000
Memcpy Instances: 8.624000
Kernel 1: 0.023000
Kernel 2: 120.550003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004205 0.857143 fi:0.242853. Ave ac:0.009203,0.008721
Iteration 10:MDL fitness activated
Error 0.242853 TL 0.036485
MDL Theory Length Weight: 2.2187185966 (3)
Initialization: 6.282000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.162000
Kernel 1: 0.023000
Kernel 2: 116.886002
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.005606 0.888889 fi:0.290267. Ave ac:0.011093,0.011454
Initialization: 6.304000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.656000
Kernel 1: 0.023000
Kernel 2: 118.382004
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.007008 0.789474 fi:0.381577. Ave ac:0.010346,0.012981
Initialization: 6.294000
Memcpy Classifiers: 0.503000
Memcpy Instances: 8.610000
Kernel 1: 0.023000
Kernel 2: 114.969002
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.006307 0.870968 fi:0.280850. Ave ac:0.010600,0.011776
Initialization: 6.435000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.616000
Kernel 1: 0.023000
Kernel 2: 112.964996
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.005371 0.920000 fi:0.254272. Ave ac:0.010724,0.011608
Initialization: 6.279000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.680000
Kernel 1: 0.025000
Kernel 2: 111.769997
Copyback: 0.016000
Sum: 0.031000
It 14,Best ac:0.004438 0.904762 fi:0.256709. Ave ac:0.009467,0.010793
Initialization: 6.333000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.617000
Kernel 1: 0.024000
Kernel 2: 101.883003
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.005841 0.833333 fi:0.307214. Ave ac:0.008467,0.008497
Initialization: 6.297000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.678000
Kernel 1: 0.023000
Kernel 2: 101.115997
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004673 0.952381 fi:0.207546. Ave ac:0.009750,0.011056
Initialization: 6.301000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.687000
Kernel 1: 0.024000
Kernel 2: 102.158997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.005606 0.857143 fi:0.291349. Ave ac:0.007551,0.008449
Initialization: 6.324000
Memcpy Classifiers: 0.366000
Memcpy Instances: 8.608000
Kernel 1: 0.024000
Kernel 2: 104.616997
Copyback: 0.018000
Sum: 0.031000
It 18,Best ac:0.004438 0.863636 fi:0.298162. Ave ac:0.007057,0.006424
Initialization: 7.632000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.617000
Kernel 1: 0.024000
Kernel 2: 101.579002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.006075 0.838710 fi:0.308861. Ave ac:0.007419,0.007326
Initialization: 6.349000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.607000
Kernel 1: 0.096000
Kernel 2: 102.528000
Copyback: 0.018000
Sum: 0.034000
It 20,Best ac:0.004438 0.904762 fi:0.252317. Ave ac:0.008459,0.007592
Initialization: 6.309000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.610000
Kernel 1: 0.024000
Kernel 2: 100.632004
Copyback: 0.022000
Sum: 0.039000
It 21,Best ac:0.004205 0.900000 fi:0.265721. Ave ac:0.009338,0.008130
Initialization: 6.247000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.624000
Kernel 1: 0.024000
Kernel 2: 94.065002
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.004204 0.818182 fi:0.338991. Ave ac:0.008745,0.008916
Initialization: 6.314000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.686000
Kernel 1: 0.024000
Kernel 2: 95.274002
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.005840 0.862069 fi:0.286329. Ave ac:0.006894,0.005624
Initialization: 6.308000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.627000
Kernel 1: 0.027000
Kernel 2: 96.706001
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.004205 0.900000 fi:0.261893. Ave ac:0.009551,0.009163
Initialization: 6.202000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.831000
Kernel 1: 0.023000
Kernel 2: 98.093002
Copyback: 0.018000
Sum: 0.033000
It 25,Best ac:0.005373 0.851852 fi:0.300630. Ave ac:0.007162,0.007563
MDL Theory Length Weight: 1.9968467369 (10)
Initialization: 6.225000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.701000
Kernel 1: 0.024000
Kernel 2: 98.470001
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.004438 0.863636 fi:0.279805. Ave ac:0.008364,0.011220
Initialization: 6.337000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.107000
Kernel 1: 0.023000
Kernel 2: 94.280998
Copyback: 0.018000
Sum: 0.031000
It 27,Best ac:0.004205 0.900000 fi:0.244151. Ave ac:0.008177,0.007412
Initialization: 6.305000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.642000
Kernel 1: 0.024000
Kernel 2: 89.237000
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.004204 0.818182 fi:0.319772. Ave ac:0.007688,0.009503
Initialization: 6.340000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.681000
Kernel 1: 0.026000
Kernel 2: 87.292000
Copyback: 0.017000
Sum: 0.037000
It 29,Best ac:0.004672 0.800000 fi:0.344791. Ave ac:0.008561,0.009949
Initialization: 6.330000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.657000
Kernel 1: 0.023000
Kernel 2: 86.621002
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.004437 0.826087 fi:0.324954. Ave ac:0.007283,0.006722
Initialization: 6.335000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.641000
Kernel 1: 0.023000
Kernel 2: 83.628998
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.004205 1.000000 fi:0.132213. Ave ac:0.006675,0.006957
Initialization: 6.277000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.651000
Kernel 1: 0.024000
Kernel 2: 84.540001
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.006541 0.933333 fi:0.205056. Ave ac:0.008026,0.008401
Initialization: 6.300000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.627000
Kernel 1: 0.025000
Kernel 2: 86.386002
Copyback: 0.018000
Sum: 0.037000
It 33,Best ac:0.005139 0.880000 fi:0.256594. Ave ac:0.007519,0.006340
Initialization: 24.611000
Memcpy Instances: 423.175995
Memcpy Classifiers: 0.065000
Kernel 1: 0.028000
Kernel 2: 481.852997
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.056000
Kernel 1: 0.015000
Kernel 2: 484.381012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 471.582001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 488.132996
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 477.321014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 488.458008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 479.987000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 469.467010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 492.263000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 489.868988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 491.997009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 281.015991
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005363 0.734955 fi:0.412234. Ave ac:0.008010,0.026821
Best acc 0.005363 0.734955
Rule:Att PSSM_-4_7 is [-5.298900,-0.701101]|Att PSSM_-3_7 is [-6.968637,0.118042]|Att PSSM_0_1 is [-0.636598,6.126909]|Att PSSM_0_2 is [<3.146673]|Att PSSM_0_7 is [-6.977565,-3.022435]|Att PSSM_1_12 is [-6.388963,-1.611037]|Att PSSM_2_15 is [<-0.112798]|Att PSSM_3_16 is [<3.300707]|1
Accuracy : 0.755879
0	1	
159643	4437	
52843	17715	
Removed 1562 instances. 212486 Instances left. Acc of rule 0.005363-0.734955
Initialization: 6.328000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.597000
Kernel 1: 0.026000
Kernel 2: 104.573997
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006373 accuracy2:0.237965
Initialization: 6.306000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.791000
Kernel 1: 0.022000
Kernel 2: 109.565002
Copyback: 0.019000
Sum: 0.041000
It 0,Best ac:0.003765 0.761905 fi:0.418753. Ave ac:0.011252,0.014820
Initialization: 6.782000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.590000
Kernel 1: 0.025000
Kernel 2: 110.094002
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.017176 0.521429 fi:0.573239. Ave ac:0.013506,0.016264
Initialization: 6.474000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.575000
Kernel 1: 0.023000
Kernel 2: 110.670998
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.006824 0.644444 fi:0.454456. Ave ac:0.016568,0.017939
Initialization: 6.219000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.763000
Kernel 1: 0.023000
Kernel 2: 108.627998
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.009414 0.579710 fi:0.518129. Ave ac:0.013720,0.015539
Initialization: 6.346000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.544000
Kernel 1: 0.032000
Kernel 2: 110.928001
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.004706 0.689655 fi:0.410112. Ave ac:0.011552,0.011511
Initialization: 6.171000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.608000
Kernel 1: 0.023000
Kernel 2: 111.914001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.007059 0.731707 fi:0.367097. Ave ac:0.013956,0.013290
Initialization: 6.298000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.535000
Kernel 1: 0.024000
Kernel 2: 115.085999
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.005884 0.781250 fi:0.318033. Ave ac:0.011632,0.009313
Initialization: 6.339000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.548000
Kernel 1: 0.023000
Kernel 2: 114.125000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004000 0.772727 fi:0.356721. Ave ac:0.011937,0.010708
Initialization: 6.714000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.599000
Kernel 1: 0.023000
Kernel 2: 110.928001
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.005176 0.846154 fi:0.253420. Ave ac:0.010757,0.008703
Initialization: 6.484000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.546000
Kernel 1: 0.024000
Kernel 2: 113.638000
Copyback: 0.018000
Sum: 0.033000
It 9,Best ac:0.005412 0.821429 fi:0.278050. Ave ac:0.010100,0.008587
Iteration 10:MDL fitness activated
Error 0.278050 TL 0.036588
MDL Theory Length Weight: 2.5331405432 (2)
Initialization: 6.471000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.677000
Kernel 1: 0.022000
Kernel 2: 112.377998
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.010355 0.785714 fi:0.389152. Ave ac:0.008500,0.008135
Initialization: 6.265000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.573000
Kernel 1: 0.023000
Kernel 2: 113.649002
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.004001 0.809524 fi:0.400386. Ave ac:0.009024,0.008521
Initialization: 6.255000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.640000
Kernel 1: 0.023000
Kernel 2: 111.862999
Copyback: 0.371000
Sum: 0.039000
It 12,Best ac:0.009882 0.857143 fi:0.329544. Ave ac:0.008549,0.007187
Initialization: 6.338000
Memcpy Classifiers: 0.845000
Memcpy Instances: 8.545000
Kernel 1: 0.023000
Kernel 2: 111.002998
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.004236 0.857143 fi:0.333866. Ave ac:0.007495,0.006324
Initialization: 6.175000
Memcpy Classifiers: 0.404000
Memcpy Instances: 8.644000
Kernel 1: 0.024000
Kernel 2: 107.776001
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.004235 0.818182 fi:0.354771. Ave ac:0.007416,0.006222
Initialization: 6.326000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.915000
Kernel 1: 0.023000
Kernel 2: 106.694000
Copyback: 0.016000
Sum: 0.032000
It 15,Best ac:0.004471 0.826087 fi:0.380670. Ave ac:0.008579,0.006731
Initialization: 6.250000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.551000
Kernel 1: 0.023000
Kernel 2: 106.012001
Copyback: 0.017000
Sum: 0.039000
It 16,Best ac:0.004235 0.857143 fi:0.317481. Ave ac:0.007319,0.005520
Initialization: 6.712000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.555000
Kernel 1: 0.024000
Kernel 2: 103.977997
Copyback: 0.017000
Sum: 0.038000
It 17,Best ac:0.005882 0.833333 fi:0.345603. Ave ac:0.007286,0.005430
Initialization: 6.228000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.032000
Kernel 1: 0.024000
Kernel 2: 105.640999
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.005648 0.800000 fi:0.394237. Ave ac:0.008411,0.005798
Initialization: 6.325000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.585000
Kernel 1: 0.023000
Kernel 2: 103.127998
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.009412 0.833333 fi:0.337466. Ave ac:0.008963,0.007917
Initialization: 6.353000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.539000
Kernel 1: 0.024000
Kernel 2: 100.237999
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.005176 0.814815 fi:0.380912. Ave ac:0.007127,0.004525
Initialization: 6.293000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.894000
Kernel 1: 0.024000
Kernel 2: 103.862000
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.005178 0.880000 fi:0.326468. Ave ac:0.008468,0.005995
Initialization: 6.253000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.037000
Kernel 1: 0.022000
Kernel 2: 100.502998
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.005413 0.851852 fi:0.323933. Ave ac:0.007452,0.005469
Initialization: 6.228000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.637000
Kernel 1: 0.022000
Kernel 2: 99.821999
Copyback: 0.017000
Sum: 0.039000
It 23,Best ac:0.004235 0.900000 fi:0.294689. Ave ac:0.006466,0.004701
Initialization: 6.153000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.558000
Kernel 1: 0.024000
Kernel 2: 101.079002
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.004235 0.900000 fi:0.287628. Ave ac:0.006716,0.004660
Initialization: 6.813000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.560000
Kernel 1: 0.024000
Kernel 2: 101.121002
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.004001 0.894737 fi:0.314545. Ave ac:0.006336,0.004281
Initialization: 6.314000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.567000
Kernel 1: 0.023000
Kernel 2: 99.436996
Copyback: 0.016000
Sum: 0.039000
It 26,Best ac:0.004706 0.869565 fi:0.328395. Ave ac:0.006384,0.005628
Initialization: 6.264000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.646000
Kernel 1: 0.023000
Kernel 2: 99.866997
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.005176 0.880000 fi:0.286615. Ave ac:0.006736,0.007018
Initialization: 6.378000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.595000
Kernel 1: 0.024000
Kernel 2: 99.091003
Copyback: 0.017000
Sum: 0.039000
It 28,Best ac:0.004941 0.875000 fi:0.307969. Ave ac:0.007545,0.007209
Initialization: 6.285000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.601000
Kernel 1: 0.024000
Kernel 2: 97.554001
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.003765 1.000000 fi:0.253295. Ave ac:0.007944,0.005702
Initialization: 6.201000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.581000
Kernel 1: 0.024000
Kernel 2: 96.452003
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.005647 0.923077 fi:0.246727. Ave ac:0.007140,0.004721
Initialization: 6.352000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.542000
Kernel 1: 0.025000
Kernel 2: 101.549004
Copyback: 0.018000
Sum: 0.036000
It 31,Best ac:0.004235 0.782609 fi:0.383453. Ave ac:0.006112,0.004350
Initialization: 7.209000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.918000
Kernel 1: 0.023000
Kernel 2: 96.559998
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.004000 0.850000 fi:0.341132. Ave ac:0.006935,0.006057
Initialization: 6.807000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.616000
Kernel 1: 0.022000
Kernel 2: 93.931000
Copyback: 0.017000
Sum: 0.038000
It 33,Best ac:0.008235 0.813953 fi:0.343052. Ave ac:0.007527,0.006402
Initialization: 23.646000
Memcpy Instances: 473.097992
Memcpy Classifiers: 0.070000
Kernel 1: 0.026000
Kernel 2: 493.467987
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 501.117004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 520.919006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 519.692017
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.068000
Kernel 1: 0.016000
Kernel 2: 515.090027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 527.531982
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 510.955994
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 518.786987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 527.153992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 518.005981
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 514.453979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 296.355011
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004217 0.701095 fi:0.475178. Ave ac:0.007240,0.023020
Best acc 0.004217 0.701095
Initialization: 6.316000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.721000
Kernel 1: 0.024000
Kernel 2: 103.763000
Copyback: 0.018000
Sum: 0.050000
Initial population average accuracy1:0.005927 accuracy2:0.227809
Initialization: 6.325000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.280000
Kernel 1: 0.025000
Kernel 2: 109.214996
Copyback: 0.018000
Sum: 0.059000
It 0,Best ac:0.004000 0.653846 fi:0.475603. Ave ac:0.011769,0.017184
Initialization: 6.237000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.878000
Kernel 1: 0.022000
Kernel 2: 112.036003
Copyback: 0.018000
Sum: 0.036000
It 1,Best ac:0.008235 0.648148 fi:0.450175. Ave ac:0.014399,0.018973
Initialization: 6.321000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 110.179001
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.006353 0.675000 fi:0.424093. Ave ac:0.013560,0.015496
Initialization: 6.327000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.574000
Kernel 1: 0.024000
Kernel 2: 110.786003
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.005647 0.600000 fi:0.499382. Ave ac:0.014084,0.015448
Initialization: 6.291000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.584000
Kernel 1: 0.024000
Kernel 2: 109.491997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.005179 0.785714 fi:0.313858. Ave ac:0.015833,0.017214
Initialization: 6.433000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.551000
Kernel 1: 0.030000
Kernel 2: 105.712997
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.005882 0.675676 fi:0.423610. Ave ac:0.014013,0.016821
Initialization: 6.479000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.550000
Kernel 1: 0.023000
Kernel 2: 108.907997
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.004706 0.869565 fi:0.230201. Ave ac:0.015047,0.017177
Initialization: 6.342000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.104000
Kernel 1: 0.023000
Kernel 2: 108.900002
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004000 0.772727 fi:0.356721. Ave ac:0.011817,0.013133
Initialization: 7.878000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.731000
Kernel 1: 0.021000
Kernel 2: 108.550003
Copyback: 0.016000
Sum: 0.030000
It 8,Best ac:0.003765 0.888889 fi:0.291769. Ave ac:0.011966,0.013183
Initialization: 6.281000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.576000
Kernel 1: 0.023000
Kernel 2: 107.971001
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.004235 0.818182 fi:0.281777. Ave ac:0.010339,0.011221
Iteration 10:MDL fitness activated
Error 0.281777 TL 0.046111
MDL Theory Length Weight: 2.0369364618 (4)
Initialization: 6.325000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.543000
Kernel 1: 0.024000
Kernel 2: 108.916000
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.004941 0.954545 fi:0.228374. Ave ac:0.008746,0.010792
Initialization: 6.195000
Memcpy Classifiers: 0.478000
Memcpy Instances: 8.642000
Kernel 1: 0.023000
Kernel 2: 110.597000
Copyback: 0.016000
Sum: 0.039000
It 11,Best ac:0.003294 0.933333 fi:0.415972. Ave ac:0.007093,0.007021
Initialization: 6.314000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.605000
Kernel 1: 0.023000
Kernel 2: 112.942001
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.004236 0.782609 fi:0.372073. Ave ac:0.007403,0.006952
Initialization: 6.334000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.550000
Kernel 1: 0.024000
Kernel 2: 114.000000
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.006588 0.777778 fi:0.394429. Ave ac:0.006078,0.005960
Initialization: 6.724000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.582000
Kernel 1: 0.025000
Kernel 2: 114.556000
Copyback: 0.018000
Sum: 0.033000
It 14,Best ac:0.004942 0.807692 fi:0.390002. Ave ac:0.005726,0.006201
Initialization: 6.216000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.639000
Kernel 1: 0.024000
Kernel 2: 114.960999
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.004236 0.900000 fi:0.294476. Ave ac:0.006316,0.005079
Initialization: 6.301000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.621000
Kernel 1: 0.023000
Kernel 2: 115.257004
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.005176 0.880000 fi:0.318909. Ave ac:0.007358,0.005188
Initialization: 6.213000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.630000
Kernel 1: 0.024000
Kernel 2: 109.820999
Copyback: 0.018000
Sum: 0.037000
It 17,Best ac:0.004941 0.913043 fi:0.286484. Ave ac:0.006898,0.004919
Initialization: 6.579000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 111.838997
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.004000 0.850000 fi:0.318353. Ave ac:0.006687,0.004556
Initialization: 6.283000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.726000
Kernel 1: 0.022000
Kernel 2: 109.331001
Copyback: 0.017000
Sum: 0.040000
It 19,Best ac:0.005178 0.814815 fi:0.338982. Ave ac:0.006165,0.004453
MDL Theory Length Weight: 1.8332428156 (14)
Initialization: 6.371000
Memcpy Classifiers: 0.448000
Memcpy Instances: 8.604000
Kernel 1: 0.024000
Kernel 2: 110.564003
Copyback: 0.372000
Sum: 0.035000
It 20,Best ac:0.007765 0.846154 fi:0.330208. Ave ac:0.007321,0.004928
Initialization: 6.229000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.718000
Kernel 1: 0.024000
Kernel 2: 113.904999
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.004472 0.950000 fi:0.209843. Ave ac:0.006061,0.004952
Initialization: 6.246000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.666000
Kernel 1: 0.022000
Kernel 2: 109.557999
Copyback: 0.017000
Sum: 0.039000
It 22,Best ac:0.011529 0.803279 fi:0.349513. Ave ac:0.007055,0.005460
Initialization: 6.181000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.096000
Kernel 1: 0.023000
Kernel 2: 107.789001
Copyback: 0.016000
Sum: 0.037000
It 23,Best ac:0.004000 0.894737 fi:0.306820. Ave ac:0.008047,0.006578
Initialization: 6.305000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.597000
Kernel 1: 0.025000
Kernel 2: 110.068001
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.005647 1.000000 fi:0.171481. Ave ac:0.007500,0.006657
Initialization: 6.358000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.541000
Kernel 1: 0.022000
Kernel 2: 106.672997
Copyback: 0.018000
Sum: 0.036000
It 25,Best ac:0.005176 0.956522 fi:0.211781. Ave ac:0.005829,0.005164
Initialization: 6.244000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.576000
Kernel 1: 0.023000
Kernel 2: 106.874001
Copyback: 0.017000
Sum: 0.039000
It 26,Best ac:0.004471 0.904762 fi:0.255081. Ave ac:0.009861,0.006887
Initialization: 6.458000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.550000
Kernel 1: 0.024000
Kernel 2: 106.227997
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.005176 0.880000 fi:0.279689. Ave ac:0.008566,0.005634
Initialization: 6.363000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.579000
Kernel 1: 0.024000
Kernel 2: 104.275002
Copyback: 0.016000
Sum: 0.040000
It 28,Best ac:0.005176 0.846154 fi:0.288434. Ave ac:0.007723,0.005508
Initialization: 6.237000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.637000
Kernel 1: 0.023000
Kernel 2: 104.699997
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.004472 0.863636 fi:0.271239. Ave ac:0.006394,0.004832
Initialization: 6.755000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.555000
Kernel 1: 0.023000
Kernel 2: 103.676003
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.004471 0.863636 fi:0.306809. Ave ac:0.007030,0.006026
Initialization: 6.274000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.696000
Kernel 1: 0.023000
Kernel 2: 104.473999
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.007059 0.810811 fi:0.344706. Ave ac:0.006724,0.005024
Initialization: 6.376000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.571000
Kernel 1: 0.024000
Kernel 2: 102.100998
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.006118 0.962963 fi:0.199895. Ave ac:0.007338,0.004623
Initialization: 6.292000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.539000
Kernel 1: 0.024000
Kernel 2: 102.196999
Copyback: 0.017000
Sum: 0.035000
It 33,Best ac:0.004000 1.000000 fi:0.190718. Ave ac:0.006493,0.003977
MDL Theory Length Weight: 1.6499185340 (10)
Initialization: 23.804001
Memcpy Instances: 420.864990
Memcpy Classifiers: 0.072000
Kernel 1: 0.025000
Kernel 2: 528.273987
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 510.121002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 515.333008
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.071000
Kernel 1: 0.018000
Kernel 2: 535.317017
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.071000
Kernel 1: 0.016000
Kernel 2: 513.036987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 520.208984
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 523.877991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 532.679016
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 536.310974
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 517.046021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 531.250000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 308.247009
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.049806 0.709887 fi:0.429816. Ave ac:0.006225,0.019793
Best acc 0.049806 0.709887
Rule:Att PSSM_-4_6 is [-6.446638,-1.324937]|Att PSSM_-3_7 is [<-2.136460]|Att PSSM_-2_12 is [<0.697807]|Att PSSM_-1_11 is [<6.299087]|Att PSSM_-1_12 is [-6.603687,-1.396313]|Att PSSM_0_7 is [-5.774570,3.667493]|Att PSSM_0_12 is [-6.847648,-2.976197]|Att PSSM_1_12 is [<-2.368563]|1
Accuracy : 0.760367
0	1	
158958	5122	
51105	19453	
Removed 2423 instances. 210063 Instances left. Acc of rule 0.049806-0.709887
Initialization: 6.289000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.813000
Kernel 1: 0.025000
Kernel 2: 104.170998
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.005880 accuracy2:0.235359
Initialization: 6.235000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.495000
Kernel 1: 0.024000
Kernel 2: 106.726997
Copyback: 0.017000
Sum: 0.058000
It 0,Best ac:0.005951 0.609756 fi:0.489447. Ave ac:0.011310,0.017345
Initialization: 6.237000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.922000
Kernel 1: 0.024000
Kernel 2: 109.058998
Copyback: 0.019000
Sum: 0.037000
It 1,Best ac:0.011902 0.632911 fi:0.463804. Ave ac:0.013898,0.019197
Initialization: 6.712000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.665000
Kernel 1: 0.020000
Kernel 2: 106.200996
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.005236 0.733333 fi:0.366171. Ave ac:0.014018,0.017601
Initialization: 6.271000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.433000
Kernel 1: 0.025000
Kernel 2: 104.939003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.003809 0.727273 fi:0.425325. Ave ac:0.014124,0.014144
Initialization: 6.200000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.438000
Kernel 1: 0.025000
Kernel 2: 103.380997
Copyback: 0.020000
Sum: 0.032000
It 4,Best ac:0.006903 0.725000 fi:0.373805. Ave ac:0.012911,0.013836
Initialization: 6.090000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.485000
Kernel 1: 0.023000
Kernel 2: 99.234001
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.006663 0.717949 fi:0.380959. Ave ac:0.013765,0.014351
Initialization: 6.210000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.477000
Kernel 1: 0.024000
Kernel 2: 98.570000
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.004999 0.750000 fi:0.349601. Ave ac:0.013422,0.014308
Initialization: 6.100000
Memcpy Classifiers: 0.404000
Memcpy Instances: 8.537000
Kernel 1: 0.024000
Kernel 2: 95.728996
Copyback: 0.016000
Sum: 0.035000
It 7,Best ac:0.006427 0.843750 fi:0.255254. Ave ac:0.012881,0.012808
Initialization: 6.645000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.610000
Kernel 1: 0.022000
Kernel 2: 95.171997
Copyback: 0.017000
Sum: 0.039000
It 8,Best ac:0.008331 0.760870 fi:0.337339. Ave ac:0.013614,0.014635
Initialization: 6.219000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.574000
Kernel 1: 0.023000
Kernel 2: 93.065002
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.008091 0.850000 fi:0.248308. Ave ac:0.012086,0.012848
Iteration 10:MDL fitness activated
Error 0.248308 TL 0.033165
MDL Theory Length Weight: 2.4956608190 (1)
Initialization: 6.131000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.495000
Kernel 1: 0.024000
Kernel 2: 94.026001
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.006188 0.764706 fi:0.401757. Ave ac:0.009316,0.009295
Initialization: 6.248000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.480000
Kernel 1: 0.023000
Kernel 2: 94.334000
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.008331 0.714286 fi:0.428510. Ave ac:0.012450,0.014668
Initialization: 6.757000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.477000
Kernel 1: 0.024000
Kernel 2: 93.241997
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.004285 0.818182 fi:0.352656. Ave ac:0.012709,0.012415
Initialization: 6.230000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.514000
Kernel 1: 0.023000
Kernel 2: 88.516998
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.003809 1.000000 fi:0.199356. Ave ac:0.011900,0.013166
Initialization: 6.190000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.431000
Kernel 1: 0.024000
Kernel 2: 90.561996
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.004999 0.777778 fi:0.361573. Ave ac:0.010142,0.011168
Initialization: 6.145000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.485000
Kernel 1: 0.023000
Kernel 2: 89.724998
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.007141 0.857143 fi:0.294997. Ave ac:0.012570,0.013077
Initialization: 6.291000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.949000
Kernel 1: 0.023000
Kernel 2: 87.119003
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.005713 0.857143 fi:0.314457. Ave ac:0.010981,0.009913
Initialization: 6.221000
Memcpy Classifiers: 0.347000
Memcpy Instances: 8.480000
Kernel 1: 0.024000
Kernel 2: 84.589996
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.004999 0.840000 fi:0.347359. Ave ac:0.009665,0.011258
Initialization: 6.246000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.629000
Kernel 1: 0.024000
Kernel 2: 86.869003
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.006665 0.823529 fi:0.336035. Ave ac:0.008362,0.008820
Initialization: 6.140000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.511000
Kernel 1: 0.023000
Kernel 2: 84.028999
Copyback: 0.016000
Sum: 0.030000
It 19,Best ac:0.004998 0.840000 fi:0.322121. Ave ac:0.009391,0.009624
Initialization: 6.187000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.467000
Kernel 1: 0.024000
Kernel 2: 83.905998
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.004047 0.894737 fi:0.283656. Ave ac:0.008698,0.009247
Initialization: 6.182000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.945000
Kernel 1: 0.023000
Kernel 2: 81.646004
Copyback: 0.017000
Sum: 0.038000
It 21,Best ac:0.003809 0.941176 fi:0.260874. Ave ac:0.007593,0.007162
Initialization: 6.287000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.577000
Kernel 1: 0.023000
Kernel 2: 81.245003
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.004284 0.947368 fi:0.208793. Ave ac:0.008072,0.005592
MDL Theory Length Weight: 2.2460947371 (10)
Initialization: 6.186000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.530000
Kernel 1: 0.023000
Kernel 2: 81.161003
Copyback: 0.016000
Sum: 0.029000
It 23,Best ac:0.004046 0.809524 fi:0.344318. Ave ac:0.006996,0.005034
Initialization: 6.209000
Memcpy Classifiers: 0.334000
Memcpy Instances: 8.541000
Kernel 1: 0.023000
Kernel 2: 80.514999
Copyback: 0.016000
Sum: 0.031000
It 24,Best ac:0.007379 0.861111 fi:0.286593. Ave ac:0.006704,0.005601
Initialization: 6.304000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.464000
Kernel 1: 0.023000
Kernel 2: 79.921997
Copyback: 0.018000
Sum: 0.030000
It 25,Best ac:0.004998 0.807692 fi:0.331248. Ave ac:0.007604,0.005954
Initialization: 6.259000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.486000
Kernel 1: 0.024000
Kernel 2: 78.750999
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.004046 0.739130 fi:0.397044. Ave ac:0.006157,0.005715
Initialization: 6.137000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.475000
Kernel 1: 0.023000
Kernel 2: 78.507004
Copyback: 0.016000
Sum: 0.034000
It 27,Best ac:0.005713 0.923077 fi:0.230069. Ave ac:0.008878,0.006303
Initialization: 6.640000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.543000
Kernel 1: 0.022000
Kernel 2: 79.613998
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.006427 0.843750 fi:0.293157. Ave ac:0.009310,0.007356
Initialization: 6.183000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.686000
Kernel 1: 0.024000
Kernel 2: 77.570999
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.004523 0.760000 fi:0.386800. Ave ac:0.008098,0.006680
Initialization: 6.259000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.481000
Kernel 1: 0.023000
Kernel 2: 77.912003
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.005712 0.774194 fi:0.376695. Ave ac:0.008830,0.007396
Initialization: 7.609000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.447000
Kernel 1: 0.023000
Kernel 2: 78.578003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.004047 0.894737 fi:0.273688. Ave ac:0.009772,0.010116
Initialization: 6.279000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.470000
Kernel 1: 0.024000
Kernel 2: 78.735001
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.004523 0.826087 fi:0.319237. Ave ac:0.009540,0.009793
Initialization: 6.246000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.507000
Kernel 1: 0.023000
Kernel 2: 77.358002
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.004523 0.863636 fi:0.290098. Ave ac:0.009718,0.012218
Initialization: 24.615000
Memcpy Instances: 411.355011
Memcpy Classifiers: 0.066000
Kernel 1: 0.024000
Kernel 2: 464.764008
Copyback: 0.018000
Sum: 0.015000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 446.088989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 442.898987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 451.927002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 445.841003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 459.255005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 454.354004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 450.716003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 448.312012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 449.641998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 444.967010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 135.839005
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004437 0.697083 fi:0.440656. Ave ac:0.009491,0.031466
Best acc 0.004437 0.697083
Initialization: 6.381000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.524000
Kernel 1: 0.026000
Kernel 2: 103.386002
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006805 accuracy2:0.239014
Initialization: 6.267000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.435000
Kernel 1: 0.023000
Kernel 2: 111.071999
Copyback: 0.025000
Sum: 0.036000
It 0,Best ac:0.004285 0.562500 fi:0.537400. Ave ac:0.012697,0.018816
Initialization: 6.162000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.479000
Kernel 1: 0.025000
Kernel 2: 110.149002
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005237 0.578947 fi:0.520554. Ave ac:0.014827,0.018736
Initialization: 6.439000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.467000
Kernel 1: 0.024000
Kernel 2: 107.164001
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003809 0.800000 fi:0.352598. Ave ac:0.012252,0.015815
Initialization: 6.289000
Memcpy Classifiers: 0.607000
Memcpy Instances: 8.470000
Kernel 1: 0.023000
Kernel 2: 108.407997
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.003809 0.727273 fi:0.425325. Ave ac:0.010438,0.011698
Initialization: 6.271000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.491000
Kernel 1: 0.024000
Kernel 2: 109.694000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004047 0.708333 fi:0.391666. Ave ac:0.010457,0.010600
Initialization: 6.189000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.526000
Kernel 1: 0.024000
Kernel 2: 109.794998
Copyback: 0.017000
Sum: 0.038000
It 5,Best ac:0.004523 0.760000 fi:0.339800. Ave ac:0.009922,0.011239
Initialization: 6.307000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.488000
Kernel 1: 0.023000
Kernel 2: 113.074997
Copyback: 0.017000
Sum: 0.038000
It 6,Best ac:0.004047 0.809524 fi:0.290476. Ave ac:0.010106,0.012254
Initialization: 6.205000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.520000
Kernel 1: 0.023000
Kernel 2: 113.364998
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.004523 0.950000 fi:0.149800. Ave ac:0.008227,0.009615
Initialization: 6.226000
Memcpy Classifiers: 0.859000
Memcpy Instances: 8.488000
Kernel 1: 0.022000
Kernel 2: 112.269997
Copyback: 0.018000
Sum: 0.036000
It 8,Best ac:0.005236 0.880000 fi:0.219502. Ave ac:0.009263,0.012042
Initialization: 6.658000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.761000
Kernel 1: 0.024000
Kernel 2: 113.742996
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004761 0.769231 fi:0.330470. Ave ac:0.009792,0.008709
Iteration 10:MDL fitness activated
Error 0.330470 TL 0.032359
MDL Theory Length Weight: 3.4042282065 (3)
Initialization: 6.361000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.438000
Kernel 1: 0.024000
Kernel 2: 115.617996
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.004285 0.857143 fi:0.363599. Ave ac:0.008011,0.007861
Initialization: 6.187000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.985000
Kernel 1: 0.023000
Kernel 2: 111.573997
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.009522 0.833333 fi:0.368620. Ave ac:0.008052,0.008229
Initialization: 6.123000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.749000
Kernel 1: 0.023000
Kernel 2: 112.572998
Copyback: 0.017000
Sum: 0.040000
It 12,Best ac:0.004761 0.833333 fi:0.350569. Ave ac:0.007512,0.007113
Initialization: 6.224000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.448000
Kernel 1: 0.022000
Kernel 2: 110.960999
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.004523 0.791667 fi:0.423699. Ave ac:0.009197,0.008549
Initialization: 6.207000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.486000
Kernel 1: 0.023000
Kernel 2: 108.195000
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.004996 0.777778 fi:0.418120. Ave ac:0.010355,0.010054
Initialization: 6.201000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.441000
Kernel 1: 0.024000
Kernel 2: 107.192001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.006426 0.818182 fi:0.384289. Ave ac:0.009124,0.009177
Initialization: 6.163000
Memcpy Classifiers: 0.427000
Memcpy Instances: 8.442000
Kernel 1: 0.024000
Kernel 2: 106.790001
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004522 0.826087 fi:0.368238. Ave ac:0.008738,0.008187
Initialization: 6.144000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.441000
Kernel 1: 0.024000
Kernel 2: 110.476997
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.004761 0.800000 fi:0.420543. Ave ac:0.008429,0.008254
Initialization: 6.717000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.477000
Kernel 1: 0.023000
Kernel 2: 105.988998
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.004522 0.904762 fi:0.297960. Ave ac:0.008523,0.007932
Initialization: 6.156000
Memcpy Classifiers: 0.409000
Memcpy Instances: 8.463000
Kernel 1: 0.023000
Kernel 2: 104.990997
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.006188 0.838710 fi:0.330692. Ave ac:0.007465,0.008479
Initialization: 6.166000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.487000
Kernel 1: 0.024000
Kernel 2: 107.862999
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.004285 0.900000 fi:0.303207. Ave ac:0.006630,0.007398
Initialization: 6.149000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.518000
Kernel 1: 0.023000
Kernel 2: 102.203003
Copyback: 0.017000
Sum: 0.041000
It 21,Best ac:0.004761 0.800000 fi:0.386243. Ave ac:0.008215,0.006922
Initialization: 6.237000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.513000
Kernel 1: 0.024000
Kernel 2: 100.706001
Copyback: 0.018000
Sum: 0.042000
It 22,Best ac:0.004046 0.850000 fi:0.320297. Ave ac:0.007968,0.006904
Initialization: 6.257000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.476000
Kernel 1: 0.023000
Kernel 2: 99.421997
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.004047 0.944444 fi:0.248110. Ave ac:0.009800,0.007805
Initialization: 6.205000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.667000
Kernel 1: 0.024000
Kernel 2: 97.301003
Copyback: 0.017000
Sum: 0.083000
It 24,Best ac:0.005237 0.846154 fi:0.341873. Ave ac:0.008575,0.007866
Initialization: 6.218000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.499000
Kernel 1: 0.023000
Kernel 2: 94.533997
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.004047 0.850000 fi:0.324680. Ave ac:0.007922,0.009137
Initialization: 6.219000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.564000
Kernel 1: 0.023000
Kernel 2: 90.913002
Copyback: 0.017000
Sum: 0.039000
It 26,Best ac:0.006189 0.866667 fi:0.300412. Ave ac:0.007437,0.005459
Initialization: 6.197000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 89.741997
Copyback: 0.017000
Sum: 0.038000
It 27,Best ac:0.004285 0.818182 fi:0.361261. Ave ac:0.006968,0.005761
Initialization: 6.237000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.457000
Kernel 1: 0.023000
Kernel 2: 90.192001
Copyback: 0.017000
Sum: 0.037000
It 28,Best ac:0.004761 0.769231 fi:0.394740. Ave ac:0.007329,0.009167
Initialization: 6.183000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.499000
Kernel 1: 0.024000
Kernel 2: 90.575996
Copyback: 0.017000
Sum: 0.052000
It 29,Best ac:0.003809 0.800000 fi:0.431838. Ave ac:0.006629,0.005198
Initialization: 6.243000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.525000
Kernel 1: 0.024000
Kernel 2: 91.846001
Copyback: 0.016000
Sum: 0.036000
It 30,Best ac:0.004523 0.950000 fi:0.242313. Ave ac:0.007108,0.006888
Initialization: 6.250000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.475000
Kernel 1: 0.024000
Kernel 2: 92.467003
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.006188 0.764706 fi:0.395999. Ave ac:0.009070,0.006638
Initialization: 6.200000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.414000
Kernel 1: 0.023000
Kernel 2: 88.626999
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.003571 0.937500 fi:0.360616. Ave ac:0.008711,0.010845
Initialization: 6.962000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.462000
Kernel 1: 0.024000
Kernel 2: 89.430000
Copyback: 0.017000
Sum: 0.035000
It 33,Best ac:0.004284 0.818182 fi:0.354532. Ave ac:0.008521,0.007512
Initialization: 24.593000
Memcpy Instances: 417.980988
Memcpy Classifiers: 0.066000
Kernel 1: 0.025000
Kernel 2: 495.375000
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.059000
Kernel 1: 0.015000
Kernel 2: 495.795013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 482.230011
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 494.897003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 490.427002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 491.325012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 510.053986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 499.631012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 498.485992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 497.540009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 476.122009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 145.847000
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004146 0.681001 fi:0.489255. Ave ac:0.010211,0.032742
Best acc 0.004146 0.681001
Rule:Att PSSM_-3_7 is [-5.192369,-0.633820]|Att PSSM_0_6 is [<-3.773907]|Att PSSM_0_13 is [-0.797994,6.929386]|Att PSSM_3_14 is [>-1.449087]|Att PSSM_4_12 is [<-1.380286]|1
Accuracy : 0.762613
0	1	
158553	5527	
50173	20385	
Removed 1337 instances. 208726 Instances left. Acc of rule 0.004437-0.697083
Initialization: 6.357000
Memcpy Classifiers: 0.626000
Memcpy Instances: 8.451000
Kernel 1: 0.025000
Kernel 2: 101.181000
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.005393 accuracy2:0.233438
Initialization: 6.160000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.452000
Kernel 1: 0.023000
Kernel 2: 103.191002
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.004312 0.620690 fi:0.479176. Ave ac:0.010084,0.015445
Initialization: 6.151000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.464000
Kernel 1: 0.024000
Kernel 2: 105.624001
Copyback: 0.020000
Sum: 0.033000
It 1,Best ac:0.004551 0.593750 fi:0.506016. Ave ac:0.013701,0.019806
Initialization: 6.238000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.433000
Kernel 1: 0.023000
Kernel 2: 104.260002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.014611 0.648936 fi:0.446576. Ave ac:0.016983,0.022780
Initialization: 6.203000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.430000
Kernel 1: 0.024000
Kernel 2: 101.053001
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.017481 0.688679 fi:0.405618. Ave ac:0.016316,0.019798
Initialization: 6.194000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.406000
Kernel 1: 0.023000
Kernel 2: 97.116997
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004312 0.642857 fi:0.457009. Ave ac:0.015239,0.016217
Initialization: 6.259000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.528000
Kernel 1: 0.023000
Kernel 2: 97.052002
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.014854 0.620000 fi:0.475405. Ave ac:0.015135,0.018101
Initialization: 6.170000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.385000
Kernel 1: 0.024000
Kernel 2: 91.695000
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.006948 0.725000 fi:0.373751. Ave ac:0.016685,0.019083
Initialization: 6.150000
Memcpy Classifiers: 0.431000
Memcpy Instances: 8.382000
Kernel 1: 0.024000
Kernel 2: 86.075996
Copyback: 0.372000
Sum: 0.030000
It 7,Best ac:0.008625 0.679245 fi:0.418796. Ave ac:0.018269,0.019778
Initialization: 6.148000
Memcpy Classifiers: 0.806000
Memcpy Instances: 8.384000
Kernel 1: 0.024000
Kernel 2: 84.876999
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.011979 0.684932 fi:0.411690. Ave ac:0.016023,0.018225
Initialization: 6.084000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.455000
Kernel 1: 0.023000
Kernel 2: 86.262001
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.005031 0.777778 fi:0.321784. Ave ac:0.015131,0.015931
Iteration 10:MDL fitness activated
Error 0.321784 TL 0.015190
MDL Theory Length Weight: 7.0613756870 (1)
Initialization: 6.264000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.431000
Kernel 1: 0.022000
Kernel 2: 87.903999
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.005268 0.880000 fi:0.385888. Ave ac:0.012315,0.011827
Initialization: 6.246000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.376000
Kernel 1: 0.025000
Kernel 2: 82.141998
Copyback: 0.018000
Sum: 0.030000
It 11,Best ac:0.009102 0.690909 fi:0.508446. Ave ac:0.013843,0.015476
Initialization: 6.154000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.416000
Kernel 1: 0.024000
Kernel 2: 78.122002
Copyback: 0.017000
Sum: 0.025000
It 12,Best ac:0.007186 0.789474 fi:0.482654. Ave ac:0.013249,0.016432
Initialization: 6.206000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.418000
Kernel 1: 0.023000
Kernel 2: 76.181000
Copyback: 0.017000
Sum: 0.025000
It 13,Best ac:0.004312 0.750000 fi:0.474549. Ave ac:0.016535,0.021497
Initialization: 6.211000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.416000
Kernel 1: 0.023000
Kernel 2: 72.939003
Copyback: 0.017000
Sum: 0.022000
It 14,Best ac:0.004073 0.809524 fi:0.422054. Ave ac:0.015281,0.019545
Initialization: 6.173000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.692000
Kernel 1: 0.023000
Kernel 2: 73.553001
Copyback: 0.017000
Sum: 0.024000
It 15,Best ac:0.008864 0.860465 fi:0.337026. Ave ac:0.019578,0.023632
Initialization: 6.852000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.608000
Kernel 1: 0.023000
Kernel 2: 72.681000
Copyback: 0.017000
Sum: 0.020000
It 16,Best ac:0.005510 0.741935 fi:0.475762. Ave ac:0.015412,0.021396
Initialization: 6.252000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.566000
Kernel 1: 0.024000
Kernel 2: 74.671997
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003832 0.842105 fi:0.377545. Ave ac:0.017033,0.023182
Initialization: 6.218000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.961000
Kernel 1: 0.024000
Kernel 2: 75.543999
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.009820 0.803922 fi:0.379721. Ave ac:0.017970,0.025682
Initialization: 6.222000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.378000
Kernel 1: 0.024000
Kernel 2: 74.969002
Copyback: 0.016000
Sum: 0.021000
It 19,Best ac:0.005269 0.814815 fi:0.377651. Ave ac:0.015113,0.022512
Initialization: 6.143000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.471000
Kernel 1: 0.023000
Kernel 2: 75.247002
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.006229 0.764706 fi:0.451421. Ave ac:0.010713,0.017547
Initialization: 6.200000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.569000
Kernel 1: 0.023000
Kernel 2: 75.585999
Copyback: 0.019000
Sum: 0.020000
It 21,Best ac:0.005030 0.777778 fi:0.430294. Ave ac:0.014360,0.021209
Initialization: 6.131000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.513000
Kernel 1: 0.023000
Kernel 2: 77.080002
Copyback: 0.019000
Sum: 0.024000
It 22,Best ac:0.004073 0.809524 fi:0.412028. Ave ac:0.014018,0.017485
Initialization: 6.248000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.398000
Kernel 1: 0.024000
Kernel 2: 78.658997
Copyback: 0.017000
Sum: 0.024000
It 23,Best ac:0.004792 0.740741 fi:0.423680. Ave ac:0.012086,0.014192
Initialization: 6.207000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.379000
Kernel 1: 0.024000
Kernel 2: 76.971001
Copyback: 0.018000
Sum: 0.022000
It 24,Best ac:0.004311 0.857143 fi:0.394976. Ave ac:0.017546,0.020838
MDL Theory Length Weight: 6.3552381183 (10)
Initialization: 6.197000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.440000
Kernel 1: 0.024000
Kernel 2: 73.903000
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.005510 0.793103 fi:0.361896. Ave ac:0.016069,0.022147
Initialization: 6.227000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.465000
Kernel 1: 0.023000
Kernel 2: 75.359001
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.005031 0.807692 fi:0.368151. Ave ac:0.016348,0.025288
Initialization: 6.225000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.527000
Kernel 1: 0.023000
Kernel 2: 76.246002
Copyback: 0.017000
Sum: 0.021000
It 27,Best ac:0.005269 0.846154 fi:0.403091. Ave ac:0.014216,0.021473
Initialization: 6.188000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.441000
Kernel 1: 0.024000
Kernel 2: 75.014999
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.005030 0.840000 fi:0.366068. Ave ac:0.018612,0.029027
Initialization: 6.269000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.424000
Kernel 1: 0.023000
Kernel 2: 75.103996
Copyback: 0.017000
Sum: 0.022000
It 29,Best ac:0.006467 0.771429 fi:0.415397. Ave ac:0.015052,0.024811
Initialization: 6.138000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.576000
Kernel 1: 0.024000
Kernel 2: 75.943001
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.005750 0.827586 fi:0.360440. Ave ac:0.011873,0.018830
Initialization: 6.166000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.422000
Kernel 1: 0.024000
Kernel 2: 76.167000
Copyback: 0.018000
Sum: 0.026000
It 31,Best ac:0.006229 0.866667 fi:0.290670. Ave ac:0.011584,0.020243
Initialization: 6.194000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.383000
Kernel 1: 0.024000
Kernel 2: 78.177002
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.005030 0.807692 fi:0.410321. Ave ac:0.011735,0.015121
Initialization: 6.163000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.450000
Kernel 1: 0.024000
Kernel 2: 76.747002
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.004792 0.740741 fi:0.472933. Ave ac:0.010885,0.018758
Initialization: 24.900000
Memcpy Instances: 412.045990
Memcpy Classifiers: 0.060000
Kernel 1: 0.025000
Kernel 2: 472.773987
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 467.437988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 473.084991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 459.432007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 477.183014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 498.001007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 480.544006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 472.032013
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 488.751007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 455.227997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 479.876007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.042000
Kernel 1: 0.013000
Kernel 2: 142.770004
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004791 0.680735 fi:0.516586. Ave ac:0.010967,0.038885
Best acc 0.004791 0.680735
Initialization: 6.169000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.439000
Kernel 1: 0.024000
Kernel 2: 104.378998
Copyback: 0.017000
Sum: 0.050000
Initial population average accuracy1:0.006021 accuracy2:0.236541
Initialization: 6.127000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.463000
Kernel 1: 0.023000
Kernel 2: 109.324997
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.004551 0.475000 fi:0.624766. Ave ac:0.010953,0.015494
Initialization: 6.156000
Memcpy Classifiers: 0.449000
Memcpy Instances: 9.475000
Kernel 1: 0.023000
Kernel 2: 109.637001
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004551 0.542857 fi:0.556909. Ave ac:0.013404,0.016516
Initialization: 6.401000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.391000
Kernel 1: 0.024000
Kernel 2: 106.097000
Copyback: 0.016000
Sum: 0.031000
It 2,Best ac:0.005271 0.628571 fi:0.470889. Ave ac:0.014897,0.017726
Initialization: 6.619000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.471000
Kernel 1: 0.024000
Kernel 2: 101.584000
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.007427 0.704545 fi:0.394002. Ave ac:0.016674,0.022838
Initialization: 6.163000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.576000
Kernel 1: 0.023000
Kernel 2: 103.352997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004073 0.708333 fi:0.391634. Ave ac:0.015402,0.019011
Initialization: 6.125000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.373000
Kernel 1: 0.024000
Kernel 2: 99.469002
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.007906 0.702128 fi:0.396217. Ave ac:0.012821,0.015238
Initialization: 6.688000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.393000
Kernel 1: 0.023000
Kernel 2: 99.408997
Copyback: 0.018000
Sum: 0.032000
It 6,Best ac:0.005988 0.806452 fi:0.292707. Ave ac:0.012164,0.013206
Initialization: 6.124000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.428000
Kernel 1: 0.024000
Kernel 2: 98.467003
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.004790 0.769231 fi:0.330434. Ave ac:0.010696,0.014305
Initialization: 6.147000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.426000
Kernel 1: 0.023000
Kernel 2: 96.833000
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.006228 0.764706 fi:0.334352. Ave ac:0.009490,0.011121
Initialization: 6.123000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.379000
Kernel 1: 0.025000
Kernel 2: 95.883003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005269 0.814815 fi:0.284648. Ave ac:0.008433,0.010773
Iteration 10:MDL fitness activated
Error 0.284648 TL 0.036799
MDL Theory Length Weight: 2.5784060426 (1)
Initialization: 6.125000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.369000
Kernel 1: 0.024000
Kernel 2: 91.180000
Copyback: 0.017000
Sum: 0.038000
It 10,Best ac:0.011260 0.770492 fi:0.380293. Ave ac:0.009513,0.011208
Initialization: 6.203000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.401000
Kernel 1: 0.023000
Kernel 2: 88.917000
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004551 0.791667 fi:0.383287. Ave ac:0.010791,0.013929
Initialization: 7.248000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.439000
Kernel 1: 0.023000
Kernel 2: 87.446999
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.005510 0.766667 fi:0.393170. Ave ac:0.010229,0.013245
Initialization: 6.180000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.506000
Kernel 1: 0.022000
Kernel 2: 86.129997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.004792 0.909091 fi:0.249983. Ave ac:0.012085,0.011513
Initialization: 6.598000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.463000
Kernel 1: 0.024000
Kernel 2: 84.555000
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.004312 0.857143 fi:0.322215. Ave ac:0.008566,0.010257
Initialization: 6.229000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.429000
Kernel 1: 0.023000
Kernel 2: 87.917000
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.005509 0.851852 fi:0.323034. Ave ac:0.009375,0.011780
Initialization: 6.110000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.484000
Kernel 1: 0.024000
Kernel 2: 84.602997
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.004792 0.869565 fi:0.311358. Ave ac:0.009555,0.010849
Initialization: 6.156000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.377000
Kernel 1: 0.024000
Kernel 2: 83.583000
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.005271 0.785714 fi:0.388197. Ave ac:0.007363,0.009634
Initialization: 7.311000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.779000
Kernel 1: 0.024000
Kernel 2: 84.247002
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.004311 0.818182 fi:0.362093. Ave ac:0.009376,0.014932
Initialization: 6.157000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.624000
Kernel 1: 0.023000
Kernel 2: 81.396004
Copyback: 0.016000
Sum: 0.032000
It 19,Best ac:0.004792 0.833333 fi:0.316709. Ave ac:0.008469,0.010009
Initialization: 6.143000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.398000
Kernel 1: 0.022000
Kernel 2: 81.800003
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.004551 0.760000 fi:0.394770. Ave ac:0.009352,0.009829
Initialization: 6.175000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.384000
Kernel 1: 0.023000
Kernel 2: 82.222000
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.004072 0.739130 fi:0.423582. Ave ac:0.008356,0.009060
Initialization: 6.174000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.566000
Kernel 1: 0.022000
Kernel 2: 81.477997
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.005510 0.793103 fi:0.355947. Ave ac:0.010691,0.013080
MDL Theory Length Weight: 2.3205654383 (10)
Initialization: 6.165000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.456000
Kernel 1: 0.023000
Kernel 2: 82.523003
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.004551 0.791667 fi:0.371621. Ave ac:0.008258,0.011455
Initialization: 6.158000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.380000
Kernel 1: 0.025000
Kernel 2: 83.578003
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.005031 0.807692 fi:0.349291. Ave ac:0.008652,0.008268
Initialization: 6.163000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.834000
Kernel 1: 0.023000
Kernel 2: 84.566002
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.005749 0.800000 fi:0.349092. Ave ac:0.009146,0.009221
Initialization: 6.113000
Memcpy Classifiers: 0.333000
Memcpy Instances: 8.379000
Kernel 1: 0.023000
Kernel 2: 84.098999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.004312 0.818182 fi:0.338011. Ave ac:0.008201,0.006908
Initialization: 6.103000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.471000
Kernel 1: 0.022000
Kernel 2: 85.777000
Copyback: 0.018000
Sum: 0.031000
It 27,Best ac:0.006469 0.818182 fi:0.335334. Ave ac:0.009513,0.008193
Initialization: 6.121000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.420000
Kernel 1: 0.023000
Kernel 2: 84.547997
Copyback: 0.016000
Sum: 0.031000
It 28,Best ac:0.005509 0.793103 fi:0.369499. Ave ac:0.006615,0.007592
Initialization: 6.213000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.399000
Kernel 1: 0.024000
Kernel 2: 87.351997
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.005509 0.920000 fi:0.236459. Ave ac:0.009218,0.009791
Initialization: 6.643000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.372000
Kernel 1: 0.022000
Kernel 2: 84.677002
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.005030 0.913043 fi:0.238782. Ave ac:0.005869,0.004808
Initialization: 6.116000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.891000
Kernel 1: 0.023000
Kernel 2: 85.999001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.004789 0.952381 fi:0.227399. Ave ac:0.007237,0.012587
Initialization: 6.245000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.383000
Kernel 1: 0.023000
Kernel 2: 85.578003
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.004311 0.750000 fi:0.402385. Ave ac:0.006475,0.009737
Initialization: 6.147000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.389000
Kernel 1: 0.023000
Kernel 2: 83.514000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.004312 0.947368 fi:0.199526. Ave ac:0.007378,0.006891
Initialization: 25.422001
Memcpy Instances: 410.644012
Memcpy Classifiers: 0.066000
Kernel 1: 0.026000
Kernel 2: 492.790985
Copyback: 0.014000
Sum: 0.014000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 487.656006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 488.825989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 500.213989
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 500.640991
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 487.230988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 494.795990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 488.686005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 483.359009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.012000
Kernel 2: 485.890991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 490.901001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 142.190994
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004939 0.666882 fi:0.496240. Ave ac:0.007093,0.023638
Best acc 0.004939 0.666882
Rule:Att PSSM_-1_3 is [<5.712951]|Att PSSM_-1_5 is [-2.966629,10.869143]|Att PSSM_-1_13 is [<9.914951]|Att PSSM_0_7 is [<-2.118110]|Att PSSM_1_5 is [>-0.306684]|Att PSSM_1_7 is [-6.937722,-1.062278]|Att PSSM_2_12 is [<-0.899624]|1
Accuracy : 0.764876
0	1	
158084	5996	
49173	21385	
Removed 1469 instances. 207257 Instances left. Acc of rule 0.004791-0.680735
Initialization: 7.507000
Memcpy Classifiers: 0.608000
Memcpy Instances: 8.317000
Kernel 1: 0.025000
Kernel 2: 101.053001
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.006320 accuracy2:0.238027
Initialization: 6.100000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.441000
Kernel 1: 0.024000
Kernel 2: 111.183998
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.014717 0.564815 fi:0.530566. Ave ac:0.011323,0.015034
Initialization: 6.262000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.410000
Kernel 1: 0.023000
Kernel 2: 108.324997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.006996 0.659091 fi:0.439603. Ave ac:0.013467,0.015327
Initialization: 6.087000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.333000
Kernel 1: 0.023000
Kernel 2: 108.030998
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.005066 0.636364 fi:0.463155. Ave ac:0.015143,0.018061
Initialization: 6.100000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.426000
Kernel 1: 0.022000
Kernel 2: 104.267998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.004102 0.680000 fi:0.419932. Ave ac:0.012490,0.013496
Initialization: 6.150000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.355000
Kernel 1: 0.023000
Kernel 2: 104.974998
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.004583 0.703704 fi:0.396024. Ave ac:0.012158,0.012088
Initialization: 6.075000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.359000
Kernel 1: 0.023000
Kernel 2: 105.040001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.005066 0.840000 fi:0.259518. Ave ac:0.012163,0.013037
Initialization: 6.177000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.371000
Kernel 1: 0.024000
Kernel 2: 101.202003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005790 0.750000 fi:0.349208. Ave ac:0.011281,0.011962
Initialization: 6.137000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.350000
Kernel 1: 0.023000
Kernel 2: 97.723000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004344 0.782609 fi:0.317220. Ave ac:0.010261,0.010864
Initialization: 6.152000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.338000
Kernel 1: 0.023000
Kernel 2: 98.156998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.004584 0.730769 fi:0.368956. Ave ac:0.009238,0.010734
Initialization: 6.003000
Memcpy Classifiers: 0.460000
Memcpy Instances: 8.307000
Kernel 1: 0.024000
Kernel 2: 97.571999
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.006757 0.823529 fi:0.275265. Ave ac:0.008662,0.007879
Iteration 10:MDL fitness activated
Error 0.275265 TL 0.012603
MDL Theory Length Weight: 7.2804669272 (5)
Initialization: 6.247000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.419000
Kernel 1: 0.023000
Kernel 2: 96.579002
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.005548 0.793103 fi:0.397965. Ave ac:0.008202,0.009030
Initialization: 6.207000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.368000
Kernel 1: 0.024000
Kernel 2: 94.209000
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.004100 0.772727 fi:0.494705. Ave ac:0.009541,0.009905
Initialization: 6.281000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.761000
Kernel 1: 0.023000
Kernel 2: 90.574997
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.005790 0.705882 fi:0.568125. Ave ac:0.008632,0.011897
Initialization: 6.147000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.604000
Kernel 1: 0.023000
Kernel 2: 88.722000
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.005306 0.647059 fi:0.544113. Ave ac:0.008379,0.012908
Initialization: 6.164000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.359000
Kernel 1: 0.024000
Kernel 2: 86.146004
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.006757 0.756757 fi:0.477822. Ave ac:0.010632,0.014621
Initialization: 6.102000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.363000
Kernel 1: 0.024000
Kernel 2: 83.417000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.004344 0.818182 fi:0.449145. Ave ac:0.013368,0.020548
Initialization: 6.167000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.565000
Kernel 1: 0.024000
Kernel 2: 83.764000
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.005068 0.840000 fi:0.408344. Ave ac:0.015781,0.025964
Initialization: 6.186000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.436000
Kernel 1: 0.023000
Kernel 2: 79.728996
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.004342 0.750000 fi:0.476178. Ave ac:0.017730,0.029991
Initialization: 6.144000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.392000
Kernel 1: 0.023000
Kernel 2: 75.706001
Copyback: 0.016000
Sum: 0.025000
It 18,Best ac:0.003378 0.823529 fi:0.506451. Ave ac:0.018350,0.029667
Initialization: 6.159000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.812000
Kernel 1: 0.023000
Kernel 2: 71.954002
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.004102 0.809524 fi:0.399137. Ave ac:0.018508,0.031056
MDL Theory Length Weight: 6.5524202345 (15)
Initialization: 6.215000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.781000
Kernel 1: 0.024000
Kernel 2: 75.320000
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.004824 0.714286 fi:0.493627. Ave ac:0.015033,0.031971
Initialization: 6.155000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.397000
Kernel 1: 0.024000
Kernel 2: 75.283997
Copyback: 0.017000
Sum: 0.021000
It 21,Best ac:0.004343 0.720000 fi:0.448103. Ave ac:0.018092,0.031564
Initialization: 6.103000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.370000
Kernel 1: 0.024000
Kernel 2: 75.703003
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.005549 0.718750 fi:0.430819. Ave ac:0.019195,0.035578
Initialization: 6.126000
Memcpy Classifiers: 0.297000
Memcpy Instances: 8.427000
Kernel 1: 0.024000
Kernel 2: 73.271004
Copyback: 0.018000
Sum: 0.021000
It 23,Best ac:0.004825 0.740741 fi:0.424212. Ave ac:0.015594,0.030601
Initialization: 6.191000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.316000
Kernel 1: 0.024000
Kernel 2: 71.559998
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004584 0.863636 fi:0.358967. Ave ac:0.026415,0.042300
Initialization: 6.399000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.355000
Kernel 1: 0.023000
Kernel 2: 71.345001
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.003618 0.833333 fi:0.409942. Ave ac:0.020229,0.041006
Initialization: 6.216000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.372000
Kernel 1: 0.024000
Kernel 2: 71.862000
Copyback: 0.016000
Sum: 0.022000
It 26,Best ac:0.004343 0.750000 fi:0.418223. Ave ac:0.022374,0.045049
Initialization: 6.217000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.384000
Kernel 1: 0.024000
Kernel 2: 71.352997
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.007477 0.659574 fi:0.489170. Ave ac:0.020588,0.047320
Initialization: 6.102000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.340000
Kernel 1: 0.023000
Kernel 2: 70.475998
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.004825 0.714286 fi:0.465628. Ave ac:0.027152,0.050470
Initialization: 6.199000
Memcpy Classifiers: 0.188000
Memcpy Instances: 8.336000
Kernel 1: 0.025000
Kernel 2: 72.502998
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003859 0.727273 fi:0.515476. Ave ac:0.017626,0.038033
Initialization: 6.416000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.354000
Kernel 1: 0.023000
Kernel 2: 73.696999
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.004584 0.826087 fi:0.396514. Ave ac:0.019931,0.041846
Initialization: 6.161000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.306000
Kernel 1: 0.025000
Kernel 2: 71.466003
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.006273 0.764706 fi:0.420208. Ave ac:0.020751,0.040619
Initialization: 6.304000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.371000
Kernel 1: 0.022000
Kernel 2: 72.722000
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.006030 0.781250 fi:0.425025. Ave ac:0.021406,0.045180
Initialization: 6.283000
Memcpy Classifiers: 0.205000
Memcpy Instances: 8.319000
Kernel 1: 0.024000
Kernel 2: 76.055000
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.005548 0.821429 fi:0.351572. Ave ac:0.018195,0.039550
Initialization: 25.294001
Memcpy Instances: 415.001007
Memcpy Classifiers: 0.055000
Kernel 1: 0.024000
Kernel 2: 463.175995
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 448.053009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 453.548004
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 457.091003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 462.640991
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.054000
Kernel 1: 0.018000
Kernel 2: 460.503998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 468.423004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 448.101013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 465.453003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 457.847992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 426.946991
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.081213 0.571351 fi:0.566014. Ave ac:0.018224,0.069199
Best acc 0.081213 0.571351
Initialization: 6.070000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.374000
Kernel 1: 0.026000
Kernel 2: 100.426003
Copyback: 0.017000
Sum: 0.054000
Initial population average accuracy1:0.006208 accuracy2:0.245713
Initialization: 6.153000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.345000
Kernel 1: 0.023000
Kernel 2: 106.908997
Copyback: 0.018000
Sum: 0.036000
It 0,Best ac:0.006996 0.491525 fi:0.607165. Ave ac:0.010703,0.016317
Initialization: 7.150000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.409000
Kernel 1: 0.023000
Kernel 2: 107.581001
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004343 0.600000 fi:0.499831. Ave ac:0.014256,0.018938
Initialization: 6.083000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.426000
Kernel 1: 0.024000
Kernel 2: 107.779999
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.007720 0.542373 fi:0.556011. Ave ac:0.015240,0.020175
Initialization: 6.284000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.353000
Kernel 1: 0.024000
Kernel 2: 102.693001
Copyback: 0.016000
Sum: 0.033000
It 3,Best ac:0.004826 0.645161 fi:0.454461. Ave ac:0.016476,0.019524
Initialization: 6.128000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.817000
Kernel 1: 0.022000
Kernel 2: 103.028999
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.003378 0.777778 fi:0.451328. Ave ac:0.015267,0.018770
Initialization: 6.098000
Memcpy Classifiers: 0.458000
Memcpy Instances: 8.312000
Kernel 1: 0.023000
Kernel 2: 101.662003
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004826 0.740741 fi:0.358881. Ave ac:0.014137,0.016896
Initialization: 6.199000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.361000
Kernel 1: 0.023000
Kernel 2: 97.873001
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.012790 0.670886 fi:0.425322. Ave ac:0.014097,0.016973
Initialization: 6.102000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.399000
Kernel 1: 0.023000
Kernel 2: 98.700996
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003860 0.727273 fi:0.391705. Ave ac:0.012960,0.014592
Initialization: 6.175000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.309000
Kernel 1: 0.024000
Kernel 2: 95.749001
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.007477 0.704545 fi:0.393942. Ave ac:0.011163,0.012428
Initialization: 6.127000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.316000
Kernel 1: 0.024000
Kernel 2: 92.403999
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.004343 0.720000 fi:0.379831. Ave ac:0.010492,0.011462
Iteration 10:MDL fitness activated
Error 0.379831 TL 0.030238
MDL Theory Length Weight: 4.1871484006 (5)
Initialization: 6.224000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.329000
Kernel 1: 0.023000
Kernel 2: 90.676003
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.004583 0.791667 fi:0.426956. Ave ac:0.010240,0.013395
Initialization: 6.153000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.389000
Kernel 1: 0.023000
Kernel 2: 89.549004
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.006514 0.771429 fi:0.471865. Ave ac:0.013468,0.019170
Initialization: 6.320000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.201000
Kernel 1: 0.023000
Kernel 2: 88.726997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.006755 0.800000 fi:0.400339. Ave ac:0.018981,0.023294
Initialization: 6.210000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.360000
Kernel 1: 0.024000
Kernel 2: 85.723999
Copyback: 0.016000
Sum: 0.027000
It 13,Best ac:0.003620 1.000000 fi:0.277974. Ave ac:0.018629,0.028019
Initialization: 6.126000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.377000
Kernel 1: 0.023000
Kernel 2: 82.073997
Copyback: 0.017000
Sum: 0.025000
It 14,Best ac:0.007959 0.804878 fi:0.367651. Ave ac:0.018066,0.024809
Initialization: 6.153000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.347000
Kernel 1: 0.023000
Kernel 2: 81.767998
Copyback: 0.374000
Sum: 0.025000
It 15,Best ac:0.004583 0.826087 fi:0.360744. Ave ac:0.014138,0.022223
Initialization: 6.220000
Memcpy Classifiers: 0.250000
Memcpy Instances: 8.401000
Kernel 1: 0.023000
Kernel 2: 82.709000
Copyback: 0.017000
Sum: 0.023000
It 16,Best ac:0.004101 0.739130 fi:0.437702. Ave ac:0.015368,0.030546
Initialization: 6.120000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.764000
Kernel 1: 0.023000
Kernel 2: 83.275002
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.005065 0.777778 fi:0.406061. Ave ac:0.020246,0.034418
Initialization: 6.159000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.310000
Kernel 1: 0.024000
Kernel 2: 82.231003
Copyback: 0.017000
Sum: 0.024000
It 18,Best ac:0.004343 0.782609 fi:0.396309. Ave ac:0.015275,0.025956
Initialization: 6.137000
Memcpy Classifiers: 0.347000
Memcpy Instances: 8.344000
Kernel 1: 0.023000
Kernel 2: 79.022003
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.006514 0.750000 fi:0.430709. Ave ac:0.017016,0.028168
Initialization: 6.278000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.320000
Kernel 1: 0.023000
Kernel 2: 82.108002
Copyback: 0.018000
Sum: 0.027000
It 20,Best ac:0.003860 0.842105 fi:0.348661. Ave ac:0.015060,0.030336
Initialization: 6.130000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.364000
Kernel 1: 0.023000
Kernel 2: 79.848999
Copyback: 0.018000
Sum: 0.024000
It 21,Best ac:0.004343 0.818182 fi:0.340180. Ave ac:0.016210,0.024826
Initialization: 6.555000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.509000
Kernel 1: 0.023000
Kernel 2: 76.366997
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.005789 0.750000 fi:0.430827. Ave ac:0.013259,0.025967
MDL Theory Length Weight: 3.7684335606 (10)
Initialization: 6.271000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.360000
Kernel 1: 0.024000
Kernel 2: 78.889999
Copyback: 0.018000
Sum: 0.023000
It 23,Best ac:0.004342 0.818182 fi:0.364695. Ave ac:0.017552,0.030081
Initialization: 6.115000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.376000
Kernel 1: 0.023000
Kernel 2: 77.853996
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.005308 0.956522 fi:0.199541. Ave ac:0.015509,0.029374
Initialization: 6.294000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.345000
Kernel 1: 0.024000
Kernel 2: 79.209000
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.003619 0.833333 fi:0.399691. Ave ac:0.013828,0.026681
Initialization: 6.116000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.337000
Kernel 1: 0.024000
Kernel 2: 79.639999
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.005789 0.727273 fi:0.423856. Ave ac:0.014219,0.030114
Initialization: 6.198000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.616000
Kernel 1: 0.023000
Kernel 2: 81.334000
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.004584 0.791667 fi:0.362788. Ave ac:0.018670,0.036563
Initialization: 6.115000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.450000
Kernel 1: 0.023000
Kernel 2: 80.204002
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.005308 0.733333 fi:0.395977. Ave ac:0.016126,0.029242
Initialization: 6.523000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.337000
Kernel 1: 0.023000
Kernel 2: 79.570000
Copyback: 0.021000
Sum: 0.025000
It 29,Best ac:0.004101 0.809524 fi:0.325629. Ave ac:0.015731,0.032886
Initialization: 6.191000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.066000
Kernel 1: 0.022000
Kernel 2: 79.447998
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.005308 0.733333 fi:0.395810. Ave ac:0.018997,0.038947
Initialization: 5.954000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.402000
Kernel 1: 0.023000
Kernel 2: 80.708000
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.006030 0.694444 fi:0.446794. Ave ac:0.015054,0.027424
Initialization: 6.124000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.444000
Kernel 1: 0.024000
Kernel 2: 79.380997
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.004343 0.782609 fi:0.365586. Ave ac:0.015340,0.025350
Initialization: 6.103000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.377000
Kernel 1: 0.023000
Kernel 2: 78.858002
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004100 0.894737 fi:0.240462. Ave ac:0.021659,0.039143
MDL Theory Length Weight: 3.3915902045 (10)
Initialization: 25.478001
Memcpy Instances: 409.770996
Memcpy Classifiers: 0.055000
Kernel 1: 0.023000
Kernel 2: 457.141998
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 472.191986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 480.497986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 464.923004
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 466.152008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 468.553009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 480.828003
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 444.218994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 464.806000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 468.335999
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 436.522003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004135 0.656202 fi:0.470622. Ave ac:0.018967,0.068903
Best acc 0.004135 0.656202
Rule:Att PSSM_0_12 is [<-4.288022]|Att PSSM_1_2 is [>-6.982206]|Att PSSM_3_1 is [1.334448,6.436088]|1
Accuracy : 0.766615
0	1	
157635	6445	
48316	22242	
Removed 1306 instances. 205951 Instances left. Acc of rule 0.004135-0.656202
Initialization: 6.203000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.263000
Kernel 1: 0.025000
Kernel 2: 103.526001
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.006793 accuracy2:0.225386
Initialization: 6.111000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.289000
Kernel 1: 0.025000
Kernel 2: 111.512001
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.004128 0.515152 fi:0.584750. Ave ac:0.013203,0.015789
Initialization: 7.083000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.303000
Kernel 1: 0.024000
Kernel 2: 108.103996
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.004613 0.612903 fi:0.486787. Ave ac:0.015977,0.019855
Initialization: 6.133000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.318000
Kernel 1: 0.023000
Kernel 2: 106.800003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.004128 0.680000 fi:0.419901. Ave ac:0.014048,0.015619
Initialization: 6.127000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.828000
Kernel 1: 0.023000
Kernel 2: 101.436996
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.004369 0.720000 fi:0.379798. Ave ac:0.014150,0.014994
Initialization: 6.108000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.259000
Kernel 1: 0.024000
Kernel 2: 98.945999
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.003884 0.800000 fi:0.303473. Ave ac:0.014491,0.014063
Initialization: 6.107000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.254000
Kernel 1: 0.025000
Kernel 2: 96.142998
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.004127 0.850000 fi:0.249903. Ave ac:0.013546,0.014192
Initialization: 6.106000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.266000
Kernel 1: 0.024000
Kernel 2: 94.441002
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.009466 0.684211 fi:0.413379. Ave ac:0.012264,0.012456
Initialization: 6.244000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.232000
Kernel 1: 0.023000
Kernel 2: 93.929001
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.005585 0.741935 fi:0.357334. Ave ac:0.008981,0.009885
Initialization: 6.140000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.642000
Kernel 1: 0.024000
Kernel 2: 94.160004
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.006798 0.875000 fi:0.223743. Ave ac:0.010124,0.010200
Initialization: 6.264000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.256000
Kernel 1: 0.024000
Kernel 2: 95.175003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.007526 0.738095 fi:0.360332. Ave ac:0.009547,0.010280
Iteration 10:MDL fitness activated
Error 0.360332 TL 0.034578
MDL Theory Length Weight: 3.4736571621 (2)
Initialization: 6.049000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.567000
Kernel 1: 0.023000
Kernel 2: 95.074997
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.003883 0.941176 fi:0.280387. Ave ac:0.008746,0.008676
Initialization: 6.131000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.156000
Kernel 1: 0.023000
Kernel 2: 94.503998
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.003885 0.842105 fi:0.382712. Ave ac:0.008884,0.009800
Initialization: 7.070000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.452000
Kernel 1: 0.023000
Kernel 2: 92.613998
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.006314 0.812500 fi:0.376481. Ave ac:0.008268,0.006967
Initialization: 6.223000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.415000
Kernel 1: 0.021000
Kernel 2: 90.005997
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.004857 0.714286 fi:0.482955. Ave ac:0.009725,0.015337
Initialization: 6.048000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.361000
Kernel 1: 0.023000
Kernel 2: 87.536003
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.003642 0.833333 fi:0.416200. Ave ac:0.010135,0.012250
Initialization: 6.184000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.262000
Kernel 1: 0.025000
Kernel 2: 85.305000
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.004126 0.708333 fi:0.463553. Ave ac:0.013758,0.013967
Initialization: 6.194000
Memcpy Classifiers: 0.301000
Memcpy Instances: 8.595000
Kernel 1: 0.022000
Kernel 2: 83.752998
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.005341 0.758621 fi:0.426613. Ave ac:0.011664,0.015249
Initialization: 6.211000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.443000
Kernel 1: 0.024000
Kernel 2: 81.957001
Copyback: 0.018000
Sum: 0.033000
It 17,Best ac:0.006557 0.794118 fi:0.371508. Ave ac:0.012178,0.014037
Initialization: 7.229000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.279000
Kernel 1: 0.024000
Kernel 2: 82.483002
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.003884 0.761905 fi:0.428552. Ave ac:0.010510,0.011704
Initialization: 6.072000
Memcpy Classifiers: 0.786000
Memcpy Instances: 8.267000
Kernel 1: 0.023000
Kernel 2: 80.742996
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.004126 0.809524 fi:0.390809. Ave ac:0.012539,0.016339
MDL Theory Length Weight: 3.1262914459 (12)
Initialization: 6.144000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.283000
Kernel 1: 0.023000
Kernel 2: 81.213997
Copyback: 0.016000
Sum: 0.030000
It 20,Best ac:0.004370 0.720000 fi:0.422068. Ave ac:0.013513,0.019871
Initialization: 6.197000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.289000
Kernel 1: 0.023000
Kernel 2: 80.650002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.004613 0.863636 fi:0.281171. Ave ac:0.012668,0.019854
Initialization: 6.112000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.261000
Kernel 1: 0.024000
Kernel 2: 79.486000
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.006069 0.757576 fi:0.396552. Ave ac:0.010384,0.014045
Initialization: 6.151000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.259000
Kernel 1: 0.024000
Kernel 2: 77.530998
Copyback: 0.016000
Sum: 0.035000
It 23,Best ac:0.004613 0.791667 fi:0.363930. Ave ac:0.011455,0.013801
Initialization: 6.094000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.468000
Kernel 1: 0.024000
Kernel 2: 77.963997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.003883 0.941176 fi:0.254225. Ave ac:0.010721,0.015378
Initialization: 7.110000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.586000
Kernel 1: 0.022000
Kernel 2: 77.128998
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.011653 0.827586 fi:0.343978. Ave ac:0.009549,0.009872
Initialization: 6.118000
Memcpy Classifiers: 0.301000
Memcpy Instances: 8.328000
Kernel 1: 0.024000
Kernel 2: 77.459000
Copyback: 0.019000
Sum: 0.029000
It 26,Best ac:0.003884 0.888889 fi:0.319572. Ave ac:0.009041,0.013724
Initialization: 6.208000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.261000
Kernel 1: 0.024000
Kernel 2: 76.639000
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.004127 0.944444 fi:0.219202. Ave ac:0.010005,0.014060
Initialization: 6.064000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.815000
Kernel 1: 0.022000
Kernel 2: 77.744003
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.006312 0.838710 fi:0.311078. Ave ac:0.008238,0.012582
Initialization: 6.129000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.351000
Kernel 1: 0.023000
Kernel 2: 76.785004
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.005097 0.807692 fi:0.373853. Ave ac:0.008932,0.008922
Initialization: 6.227000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.342000
Kernel 1: 0.023000
Kernel 2: 79.275002
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.004370 0.750000 fi:0.405702. Ave ac:0.006241,0.007849
Initialization: 6.196000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.257000
Kernel 1: 0.024000
Kernel 2: 76.922997
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.004127 0.894737 fi:0.263525. Ave ac:0.007486,0.007742
Initialization: 6.095000
Memcpy Classifiers: 0.287000
Memcpy Instances: 8.334000
Kernel 1: 0.025000
Kernel 2: 77.529999
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.004371 0.782609 fi:0.381409. Ave ac:0.008515,0.008509
Initialization: 6.246000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.275000
Kernel 1: 0.024000
Kernel 2: 75.615997
Copyback: 0.036000
Sum: 0.027000
It 33,Best ac:0.006069 0.833333 fi:0.316899. Ave ac:0.008746,0.009828
Initialization: 27.629000
Memcpy Instances: 406.462006
Memcpy Classifiers: 0.054000
Kernel 1: 0.025000
Kernel 2: 456.217987
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 459.959015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 459.580994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 458.450012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 455.402008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 451.367004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 459.268005
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.054000
Kernel 1: 0.021000
Kernel 2: 450.450012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 458.523010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 458.783997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 372.915009
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.006356 0.660444 fi:0.489326. Ave ac:0.007675,0.024474
Best acc 0.006356 0.660444
Initialization: 6.131000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.256000
Kernel 1: 0.025000
Kernel 2: 101.536003
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005236 accuracy2:0.230743
Initialization: 6.096000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.622000
Kernel 1: 0.022000
Kernel 2: 108.097000
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.005827 0.500000 fi:0.599164. Ave ac:0.010238,0.012603
Initialization: 6.648000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.272000
Kernel 1: 0.023000
Kernel 2: 112.003998
Copyback: 0.016000
Sum: 0.034000
It 1,Best ac:0.007528 0.688889 fi:0.409539. Ave ac:0.013967,0.015641
Initialization: 6.032000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.374000
Kernel 1: 0.023000
Kernel 2: 111.390999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.004613 0.575758 fi:0.523933. Ave ac:0.015069,0.016983
Initialization: 6.170000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.291000
Kernel 1: 0.024000
Kernel 2: 107.031998
Copyback: 0.016000
Sum: 0.029000
It 3,Best ac:0.004369 0.750000 fi:0.349798. Ave ac:0.012132,0.011665
Initialization: 6.115000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.295000
Kernel 1: 0.024000
Kernel 2: 104.603996
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.005584 0.718750 fi:0.380520. Ave ac:0.011182,0.011039
Initialization: 6.078000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.302000
Kernel 1: 0.023000
Kernel 2: 103.982002
Copyback: 0.371000
Sum: 0.035000
It 5,Best ac:0.005827 0.774194 fi:0.324973. Ave ac:0.010942,0.010756
Initialization: 6.103000
Memcpy Classifiers: 0.424000
Memcpy Instances: 8.260000
Kernel 1: 0.024000
Kernel 2: 102.459000
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.008497 0.673077 fi:0.424929. Ave ac:0.011040,0.011860
Initialization: 6.139000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.259000
Kernel 1: 0.024000
Kernel 2: 102.463997
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.006071 0.781250 fi:0.317809. Ave ac:0.011017,0.011350
Initialization: 6.124000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.268000
Kernel 1: 0.024000
Kernel 2: 103.333000
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.003883 0.727273 fi:0.377128. Ave ac:0.008966,0.009938
Initialization: 6.087000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.261000
Kernel 1: 0.024000
Kernel 2: 101.734001
Copyback: 0.019000
Sum: 0.032000
It 9,Best ac:0.009226 0.690909 fi:0.406786. Ave ac:0.010138,0.010651
Iteration 10:MDL fitness activated
Error 0.406786 TL 0.018937
MDL Theory Length Weight: 7.1602282527 (3)
Initialization: 6.034000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.269000
Kernel 1: 0.025000
Kernel 2: 100.400002
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.003884 0.888889 fi:0.447054. Ave ac:0.007712,0.007441
Initialization: 6.135000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.754000
Kernel 1: 0.022000
Kernel 2: 96.972000
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.005341 0.785714 fi:0.454919. Ave ac:0.006674,0.006038
Initialization: 6.156000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.309000
Kernel 1: 0.023000
Kernel 2: 94.022003
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.005584 0.638889 fi:0.621483. Ave ac:0.005304,0.006150
Initialization: 6.078000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.377000
Kernel 1: 0.024000
Kernel 2: 94.869003
Copyback: 0.016000
Sum: 0.034000
It 13,Best ac:0.005098 0.724138 fi:0.509174. Ave ac:0.009010,0.008192
Initialization: 6.121000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.303000
Kernel 1: 0.024000
Kernel 2: 88.418999
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.005827 0.685714 fi:0.545993. Ave ac:0.009541,0.008940
Initialization: 6.074000
Memcpy Classifiers: 0.325000
Memcpy Instances: 8.730000
Kernel 1: 0.023000
Kernel 2: 84.309998
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.003885 0.800000 fi:0.411196. Ave ac:0.012614,0.016118
Initialization: 6.502000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.276000
Kernel 1: 0.023000
Kernel 2: 84.290001
Copyback: 0.018000
Sum: 0.030000
It 16,Best ac:0.006798 0.756757 fi:0.475818. Ave ac:0.011162,0.011133
Initialization: 6.132000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.287000
Kernel 1: 0.023000
Kernel 2: 81.230003
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.004613 0.730769 fi:0.516064. Ave ac:0.009042,0.010403
Initialization: 6.177000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.295000
Kernel 1: 0.024000
Kernel 2: 81.830002
Copyback: 0.016000
Sum: 0.027000
It 18,Best ac:0.005097 0.724138 fi:0.475755. Ave ac:0.009256,0.008691
Initialization: 6.217000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.248000
Kernel 1: 0.024000
Kernel 2: 80.072998
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.005828 0.800000 fi:0.431346. Ave ac:0.010619,0.008370
Initialization: 6.160000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.321000
Kernel 1: 0.023000
Kernel 2: 78.242996
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.004127 0.944444 fi:0.280016. Ave ac:0.010805,0.008833
Initialization: 6.061000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.361000
Kernel 1: 0.022000
Kernel 2: 77.065002
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.005825 0.800000 fi:0.414162. Ave ac:0.008601,0.008164
Initialization: 6.842000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.256000
Kernel 1: 0.023000
Kernel 2: 76.964996
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.004371 0.782609 fi:0.441000. Ave ac:0.007688,0.007771
Initialization: 6.122000
Memcpy Classifiers: 0.336000
Memcpy Instances: 8.256000
Kernel 1: 0.024000
Kernel 2: 74.635002
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.003884 0.888889 fi:0.342609. Ave ac:0.009051,0.008272
Initialization: 6.101000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.313000
Kernel 1: 0.023000
Kernel 2: 76.815002
Copyback: 0.016000
Sum: 0.022000
It 24,Best ac:0.004126 0.850000 fi:0.370724. Ave ac:0.008332,0.007791
Initialization: 6.920000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.269000
Kernel 1: 0.023000
Kernel 2: 76.346001
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.008254 0.850000 fi:0.364454. Ave ac:0.008162,0.007149
Initialization: 6.088000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.302000
Kernel 1: 0.024000
Kernel 2: 76.133003
Copyback: 0.016000
Sum: 0.028000
It 26,Best ac:0.003885 0.761905 fi:0.470523. Ave ac:0.007378,0.007242
Initialization: 6.117000
Memcpy Classifiers: 0.226000
Memcpy Instances: 9.247000
Kernel 1: 0.023000
Kernel 2: 75.911003
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.005100 0.840000 fi:0.400739. Ave ac:0.008035,0.006288
Initialization: 6.067000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.316000
Kernel 1: 0.024000
Kernel 2: 74.523003
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.003883 0.761905 fi:0.437606. Ave ac:0.009305,0.006926
Initialization: 7.192000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.340000
Kernel 1: 0.023000
Kernel 2: 74.575996
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.006069 0.735294 fi:0.524867. Ave ac:0.005804,0.005075
MDL Theory Length Weight: 6.4442054274 (10)
Initialization: 6.125000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.337000
Kernel 1: 0.023000
Kernel 2: 75.542999
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.005341 0.785714 fi:0.409814. Ave ac:0.008429,0.006679
Initialization: 6.562000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.277000
Kernel 1: 0.024000
Kernel 2: 76.505997
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.007041 0.783784 fi:0.398208. Ave ac:0.008353,0.008591
Initialization: 6.032000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.288000
Kernel 1: 0.024000
Kernel 2: 74.375999
Copyback: 0.016000
Sum: 0.021000
It 32,Best ac:0.004370 0.900000 fi:0.311672. Ave ac:0.012399,0.014026
Initialization: 6.051000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.278000
Kernel 1: 0.024000
Kernel 2: 72.931999
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.004127 0.944444 fi:0.260203. Ave ac:0.009870,0.012132
Initialization: 25.017000
Memcpy Instances: 418.916992
Memcpy Classifiers: 0.053000
Kernel 1: 0.023000
Kernel 2: 455.337006
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 447.542999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 443.964996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 432.459015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 445.933990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 449.873993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 435.726990
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 441.506989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 429.953003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 448.095001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 354.769012
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.078752 0.585101 fi:0.577109. Ave ac:0.008141,0.025457
Best acc 0.078752 0.585101
Rule:Att PSSM_0_5 is [-0.536218,8.884636]|Att PSSM_0_12 is [<-2.602134]|Att PSSM_2_17 is [-5.684747,3.684747]|Att PSSM_3_12 is [-5.973448,-2.414934]|Att PSSM_4_2 is [-6.832317,-1.167682]|1
Accuracy : 0.769326
0	1	
156962	7118	
47007	23551	
Removed 1982 instances. 203969 Instances left. Acc of rule 0.006356-0.660444
Initialization: 6.108000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.277000
Kernel 1: 0.025000
Kernel 2: 101.413002
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.004958 accuracy2:0.214226
Initialization: 6.054000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.187000
Kernel 1: 0.024000
Kernel 2: 104.679001
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.003923 0.666667 fi:0.433293. Ave ac:0.009778,0.014687
Initialization: 6.310000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.344000
Kernel 1: 0.023000
Kernel 2: 106.949997
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.005148 0.636364 fi:0.463055. Ave ac:0.012959,0.017722
Initialization: 6.069000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.687000
Kernel 1: 0.023000
Kernel 2: 103.045998
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.005882 0.615385 fi:0.483713. Ave ac:0.013291,0.017115
Initialization: 6.654000
Memcpy Classifiers: 0.456000
Memcpy Instances: 8.199000
Kernel 1: 0.026000
Kernel 2: 105.526001
Copyback: 0.024000
Sum: 0.038000
It 3,Best ac:0.003677 0.652174 fi:0.484085. Ave ac:0.013647,0.014961
Initialization: 6.019000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.284000
Kernel 1: 0.023000
Kernel 2: 104.233002
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.005148 0.777778 fi:0.321641. Ave ac:0.014018,0.015363
Initialization: 6.047000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.735000
Kernel 1: 0.023000
Kernel 2: 102.364998
Copyback: 0.023000
Sum: 0.038000
It 5,Best ac:0.006127 0.595238 fi:0.503748. Ave ac:0.014387,0.015058
Initialization: 6.044000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.689000
Kernel 1: 0.023000
Kernel 2: 103.328003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.004168 0.680000 fi:0.419852. Ave ac:0.013982,0.012763
Initialization: 6.243000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.384000
Kernel 1: 0.023000
Kernel 2: 104.900002
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.005639 0.793103 fi:0.306099. Ave ac:0.012043,0.012048
Initialization: 6.125000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.686000
Kernel 1: 0.023000
Kernel 2: 105.106003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.004903 0.800000 fi:0.299527. Ave ac:0.011426,0.013345
Initialization: 6.092000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.190000
Kernel 1: 0.025000
Kernel 2: 102.620003
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.003922 0.727273 fi:0.372689. Ave ac:0.010415,0.011230
Iteration 10:MDL fitness activated
Error 0.372689 TL 0.021019
MDL Theory Length Weight: 5.9103091362 (2)
Initialization: 6.041000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.278000
Kernel 1: 0.023000
Kernel 2: 100.721001
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.004168 0.739130 fi:0.496447. Ave ac:0.011477,0.012554
Initialization: 6.553000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.213000
Kernel 1: 0.023000
Kernel 2: 95.029999
Copyback: 0.016000
Sum: 0.036000
It 11,Best ac:0.004167 0.809524 fi:0.425470. Ave ac:0.012324,0.016797
Initialization: 6.140000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.170000
Kernel 1: 0.025000
Kernel 2: 94.823997
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.008581 0.760870 fi:0.420025. Ave ac:0.012627,0.011825
Initialization: 6.104000
Memcpy Classifiers: 0.569000
Memcpy Instances: 9.261000
Kernel 1: 0.023000
Kernel 2: 92.934998
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.004413 0.720000 fi:0.510833. Ave ac:0.014035,0.016045
Initialization: 6.102000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.169000
Kernel 1: 0.024000
Kernel 2: 88.945999
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.005393 0.733333 fi:0.451508. Ave ac:0.014857,0.018829
Initialization: 6.668000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.183000
Kernel 1: 0.024000
Kernel 2: 86.246002
Copyback: 0.017000
Sum: 0.023000
It 15,Best ac:0.008090 0.687500 fi:0.482452. Ave ac:0.016136,0.021534
Initialization: 6.048000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.654000
Kernel 1: 0.024000
Kernel 2: 85.273003
Copyback: 0.016000
Sum: 0.023000
It 16,Best ac:0.004413 0.782609 fi:0.423468. Ave ac:0.015606,0.020052
Initialization: 6.063000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.179000
Kernel 1: 0.024000
Kernel 2: 82.649002
Copyback: 0.017000
Sum: 0.023000
It 17,Best ac:0.007353 0.833333 fi:0.340613. Ave ac:0.018757,0.029705
Initialization: 6.137000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.221000
Kernel 1: 0.023000
Kernel 2: 84.179001
Copyback: 0.017000
Sum: 0.024000
It 18,Best ac:0.005882 0.888889 fi:0.291604. Ave ac:0.011504,0.015991
Initialization: 6.507000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.550000
Kernel 1: 0.023000
Kernel 2: 87.028000
Copyback: 0.020000
Sum: 0.024000
It 19,Best ac:0.005639 0.766667 fi:0.425834. Ave ac:0.011259,0.018854
Initialization: 6.064000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.184000
Kernel 1: 0.024000
Kernel 2: 84.560997
Copyback: 0.018000
Sum: 0.021000
It 20,Best ac:0.004657 0.760000 fi:0.416529. Ave ac:0.011049,0.016551
Initialization: 6.041000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.265000
Kernel 1: 0.023000
Kernel 2: 85.387001
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.003922 0.842105 fi:0.352548. Ave ac:0.009595,0.014701
Initialization: 6.122000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.172000
Kernel 1: 0.024000
Kernel 2: 85.801003
Copyback: 0.016000
Sum: 0.026000
It 22,Best ac:0.004903 0.769231 fi:0.415827. Ave ac:0.008999,0.012036
Initialization: 7.533000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.258000
Kernel 1: 0.022000
Kernel 2: 83.570999
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.004168 0.772727 fi:0.405498. Ave ac:0.011551,0.019093
Initialization: 6.142000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.180000
Kernel 1: 0.025000
Kernel 2: 81.208000
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.003923 0.888889 fi:0.311081. Ave ac:0.009294,0.012315
Initialization: 6.250000
Memcpy Classifiers: 0.268000
Memcpy Instances: 8.237000
Kernel 1: 0.022000
Kernel 2: 81.731003
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.006616 0.658537 fi:0.503571. Ave ac:0.008547,0.016365
Initialization: 6.114000
Memcpy Classifiers: 0.306000
Memcpy Instances: 8.204000
Kernel 1: 0.023000
Kernel 2: 82.018997
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004903 0.714286 fi:0.483702. Ave ac:0.016627,0.024327
Initialization: 6.117000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.190000
Kernel 1: 0.023000
Kernel 2: 77.121002
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.005148 0.913043 fi:0.272946. Ave ac:0.018659,0.022011
Initialization: 6.025000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.228000
Kernel 1: 0.023000
Kernel 2: 81.144997
Copyback: 0.016000
Sum: 0.024000
It 28,Best ac:0.012258 0.746269 fi:0.422525. Ave ac:0.009819,0.016810
Initialization: 6.103000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.354000
Kernel 1: 0.023000
Kernel 2: 77.875999
Copyback: 0.016000
Sum: 0.021000
It 29,Best ac:0.003677 0.937500 fi:0.306268. Ave ac:0.015557,0.024146
Initialization: 6.255000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.262000
Kernel 1: 0.023000
Kernel 2: 78.110001
Copyback: 0.018000
Sum: 0.023000
It 30,Best ac:0.004167 0.944444 fi:0.233818. Ave ac:0.011049,0.015125
Initialization: 6.060000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.204000
Kernel 1: 0.023000
Kernel 2: 80.402000
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.004413 0.720000 fi:0.439684. Ave ac:0.009800,0.019690
Initialization: 7.088000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.198000
Kernel 1: 0.024000
Kernel 2: 77.811996
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003676 0.937500 fi:0.291750. Ave ac:0.011929,0.020137
Initialization: 6.163000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.177000
Kernel 1: 0.022000
Kernel 2: 77.247002
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.005147 0.777778 fi:0.381584. Ave ac:0.008670,0.016173
Initialization: 25.538000
Memcpy Instances: 404.404999
Memcpy Classifiers: 0.058000
Kernel 1: 0.027000
Kernel 2: 473.322998
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.049000
Kernel 1: 0.015000
Kernel 2: 477.384003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 480.342987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 471.097992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 482.704987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 479.878998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 479.721985
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 477.954010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 480.602997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 481.734985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 225.899994
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004780 0.636839 fi:0.522684. Ave ac:0.013807,0.047823
Best acc 0.004780 0.636839
Initialization: 6.335000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.191000
Kernel 1: 0.025000
Kernel 2: 98.344002
Copyback: 0.017000
Sum: 0.050000
Initial population average accuracy1:0.005827 accuracy2:0.233587
Initialization: 7.248000
Memcpy Classifiers: 0.526000
Memcpy Instances: 8.481000
Kernel 1: 0.023000
Kernel 2: 103.950996
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.035548 0.428994 fi:0.664243. Ave ac:0.011534,0.015817
Initialization: 6.077000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.176000
Kernel 1: 0.024000
Kernel 2: 107.013000
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.008578 0.522388 fi:0.575520. Ave ac:0.016118,0.019016
Initialization: 6.029000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.252000
Kernel 1: 0.024000
Kernel 2: 107.458000
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.004411 0.600000 fi:0.499746. Ave ac:0.017602,0.018173
Initialization: 6.585000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.204000
Kernel 1: 0.023000
Kernel 2: 106.040001
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.011032 0.642857 fi:0.453966. Ave ac:0.020048,0.023305
Initialization: 6.033000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.230000
Kernel 1: 0.023000
Kernel 2: 100.643997
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.008824 0.705882 fi:0.391918. Ave ac:0.017074,0.021856
Initialization: 6.082000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.204000
Kernel 1: 0.023000
Kernel 2: 99.132004
Copyback: 0.016000
Sum: 0.031000
It 5,Best ac:0.005147 0.777778 fi:0.321641. Ave ac:0.013455,0.015556
Initialization: 6.109000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.199000
Kernel 1: 0.023000
Kernel 2: 100.620003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.003676 0.882353 fi:0.253905. Ave ac:0.012894,0.014391
Initialization: 6.087000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.165000
Kernel 1: 0.024000
Kernel 2: 98.037003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004167 0.653846 fi:0.446008. Ave ac:0.009812,0.011625
Initialization: 6.051000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.221000
Kernel 1: 0.023000
Kernel 2: 102.253998
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.004413 0.720000 fi:0.379744. Ave ac:0.012683,0.014845
Initialization: 6.560000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.288000
Kernel 1: 0.023000
Kernel 2: 104.586998
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.004903 0.714286 fi:0.385241. Ave ac:0.011834,0.012007
Iteration 10:MDL fitness activated
Error 0.385241 TL 0.038810
MDL Theory Length Weight: 3.3087430687 (4)
Initialization: 6.138000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.262000
Kernel 1: 0.022000
Kernel 2: 102.238998
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004658 0.703704 fi:0.464342. Ave ac:0.010599,0.010873
Initialization: 6.133000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.215000
Kernel 1: 0.023000
Kernel 2: 92.403000
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.005636 0.821429 fi:0.360672. Ave ac:0.011226,0.012043
Initialization: 6.108000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.680000
Kernel 1: 0.024000
Kernel 2: 88.418999
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.004168 0.739130 fi:0.438528. Ave ac:0.012283,0.016012
Initialization: 6.085000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.254000
Kernel 1: 0.023000
Kernel 2: 87.357002
Copyback: 0.016000
Sum: 0.036000
It 13,Best ac:0.003677 0.833333 fi:0.403409. Ave ac:0.012067,0.018813
Initialization: 6.444000
Memcpy Classifiers: 0.345000
Memcpy Instances: 8.223000
Kernel 1: 0.024000
Kernel 2: 85.383003
Copyback: 0.016000
Sum: 0.035000
It 14,Best ac:0.004903 0.769231 fi:0.429368. Ave ac:0.009432,0.010664
Initialization: 6.193000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.168000
Kernel 1: 0.023000
Kernel 2: 84.110001
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.007355 0.750000 fi:0.404608. Ave ac:0.012550,0.013007
Initialization: 6.064000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.237000
Kernel 1: 0.024000
Kernel 2: 85.375999
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.007845 0.711111 fi:0.452872. Ave ac:0.011701,0.017042
Initialization: 6.082000
Memcpy Classifiers: 0.336000
Memcpy Instances: 8.676000
Kernel 1: 0.024000
Kernel 2: 84.736000
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.006371 0.812500 fi:0.399215. Ave ac:0.016404,0.018055
Initialization: 6.032000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.286000
Kernel 1: 0.023000
Kernel 2: 82.443001
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.003923 0.800000 fi:0.359254. Ave ac:0.012801,0.014462
Initialization: 6.106000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.221000
Kernel 1: 0.024000
Kernel 2: 83.667000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.007110 0.805556 fi:0.384960. Ave ac:0.015142,0.016606
Initialization: 6.119000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.236000
Kernel 1: 0.024000
Kernel 2: 82.064003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.005884 0.800000 fi:0.358389. Ave ac:0.012923,0.014846
Initialization: 6.085000
Memcpy Classifiers: 0.581000
Memcpy Instances: 8.185000
Kernel 1: 0.023000
Kernel 2: 81.830002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.005884 0.857143 fi:0.290456. Ave ac:0.011760,0.014545
Initialization: 6.044000
Memcpy Classifiers: 0.301000
Memcpy Instances: 8.253000
Kernel 1: 0.024000
Kernel 2: 82.734001
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004413 0.818182 fi:0.337885. Ave ac:0.011187,0.012871
Initialization: 6.017000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.222000
Kernel 1: 0.024000
Kernel 2: 80.706001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.007353 0.750000 fi:0.397906. Ave ac:0.011524,0.012832
Initialization: 6.492000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.189000
Kernel 1: 0.024000
Kernel 2: 82.281998
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.005148 0.807692 fi:0.361593. Ave ac:0.012203,0.011849
Initialization: 5.967000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.214000
Kernel 1: 0.024000
Kernel 2: 79.064003
Copyback: 0.016000
Sum: 0.028000
It 25,Best ac:0.005148 0.724138 fi:0.445114. Ave ac:0.009498,0.010880
Initialization: 6.100000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.190000
Kernel 1: 0.024000
Kernel 2: 78.768997
Copyback: 0.019000
Sum: 0.025000
It 26,Best ac:0.003677 0.789474 fi:0.416618. Ave ac:0.012364,0.016476
Initialization: 6.157000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.465000
Kernel 1: 0.023000
Kernel 2: 76.400002
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.003677 1.000000 fi:0.232521. Ave ac:0.013242,0.019074
Initialization: 5.990000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.288000
Kernel 1: 0.023000
Kernel 2: 74.417999
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.003677 0.789474 fi:0.404756. Ave ac:0.012130,0.016433
Initialization: 6.064000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.285000
Kernel 1: 0.023000
Kernel 2: 72.754997
Copyback: 0.018000
Sum: 0.023000
It 29,Best ac:0.004412 0.750000 fi:0.405366. Ave ac:0.012513,0.017396
Initialization: 6.058000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.216000
Kernel 1: 0.024000
Kernel 2: 76.447998
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.006129 0.806452 fi:0.339652. Ave ac:0.012522,0.016135
Initialization: 6.075000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.168000
Kernel 1: 0.025000
Kernel 2: 74.263000
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.004167 0.772727 fi:0.389623. Ave ac:0.012229,0.014539
Initialization: 6.044000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.679000
Kernel 1: 0.022000
Kernel 2: 75.005997
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.004658 0.730769 fi:0.410727. Ave ac:0.011026,0.015765
Initialization: 6.517000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.258000
Kernel 1: 0.023000
Kernel 2: 74.182999
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.003922 0.800000 fi:0.346353. Ave ac:0.011428,0.014609
Initialization: 25.721001
Memcpy Instances: 401.117004
Memcpy Classifiers: 0.065000
Kernel 1: 0.025000
Kernel 2: 458.851013
Copyback: 0.022000
Sum: 0.012000
Memcpy Classifiers: 0.066000
Kernel 1: 0.021000
Kernel 2: 445.641998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 454.928986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 458.164001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 445.134003
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 457.147003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 454.601013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 457.519989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.012000
Kernel 2: 453.556000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 453.962006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 208.233994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003971 0.640316 fi:0.515245. Ave ac:0.011956,0.040967
Best acc 0.003971 0.640316
Rule:Att PSSM_0_10 is [>-0.929522]|Att PSSM_0_11 is [-0.887572,5.668298]|Att PSSM_0_12 is [-6.927037,-4.509288]|Att PSSM_2_15 is [-6.102530,4.102530]|Att PSSM_3_5 is [-4.755882,8.755882]|Att PSSM_3_10 is [>-6.039154]|Att PSSM_4_7 is [<-0.033919]|1
Accuracy : 0.770838
0	1	
156507	7573	
46197	24361	
Removed 1265 instances. 202704 Instances left. Acc of rule 0.003971-0.640316
Initialization: 6.062000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.149000
Kernel 1: 0.025000
Kernel 2: 101.472000
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005198 accuracy2:0.210239
Initialization: 6.542000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.125000
Kernel 1: 0.023000
Kernel 2: 106.681999
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.006167 0.543478 fi:0.555461. Ave ac:0.010766,0.015489
Initialization: 6.037000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.120000
Kernel 1: 0.024000
Kernel 2: 107.539001
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005920 0.480000 fi:0.619050. Ave ac:0.014193,0.015871
Initialization: 6.005000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.159000
Kernel 1: 0.023000
Kernel 2: 104.998001
Copyback: 0.021000
Sum: 0.036000
It 2,Best ac:0.007647 0.607843 fi:0.490436. Ave ac:0.014536,0.015531
Initialization: 5.989000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.225000
Kernel 1: 0.023000
Kernel 2: 108.142998
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.004440 0.666667 fi:0.433043. Ave ac:0.014508,0.014958
Initialization: 6.158000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.136000
Kernel 1: 0.024000
Kernel 2: 111.026001
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.008140 0.578947 fi:0.519112. Ave ac:0.012156,0.013358
Initialization: 6.012000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.229000
Kernel 1: 0.024000
Kernel 2: 113.846001
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.012333 0.666667 fi:0.429521. Ave ac:0.010752,0.012684
Initialization: 6.134000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.123000
Kernel 1: 0.024000
Kernel 2: 116.752998
Copyback: 0.018000
Sum: 0.039000
It 6,Best ac:0.006660 0.710526 fi:0.388193. Ave ac:0.009603,0.010834
Initialization: 6.024000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.130000
Kernel 1: 0.023000
Kernel 2: 117.362000
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.004687 0.730769 fi:0.368831. Ave ac:0.006971,0.006774
Initialization: 5.906000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.273000
Kernel 1: 0.022000
Kernel 2: 118.449997
Copyback: 0.016000
Sum: 0.034000
It 8,Best ac:0.005427 0.733333 fi:0.365936. Ave ac:0.007037,0.008027
Initialization: 6.030000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.157000
Kernel 1: 0.024000
Kernel 2: 118.237999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.003947 0.695652 fi:0.404278. Ave ac:0.009210,0.007775
Iteration 10:MDL fitness activated
Error 0.404278 TL 0.044315
MDL Theory Length Weight: 3.0409589785 (2)
Initialization: 6.033000
Memcpy Classifiers: 0.478000
Memcpy Instances: 8.219000
Kernel 1: 0.023000
Kernel 2: 113.944000
Copyback: 0.016000
Sum: 0.035000
It 10,Best ac:0.004193 0.772727 fi:0.422680. Ave ac:0.008917,0.007001
Initialization: 6.048000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.144000
Kernel 1: 0.024000
Kernel 2: 110.442001
Copyback: 0.017000
Sum: 0.039000
It 11,Best ac:0.004192 0.809524 fi:0.377386. Ave ac:0.008356,0.008494
Initialization: 6.596000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.135000
Kernel 1: 0.024000
Kernel 2: 106.333000
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.008387 0.641509 fi:0.517330. Ave ac:0.006564,0.007134
Initialization: 6.114000
Memcpy Classifiers: 0.531000
Memcpy Instances: 9.544000
Kernel 1: 0.021000
Kernel 2: 100.660004
Copyback: 0.016000
Sum: 0.032000
It 13,Best ac:0.004688 0.791667 fi:0.413005. Ave ac:0.009050,0.010566
Initialization: 6.064000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.579000
Kernel 1: 0.023000
Kernel 2: 100.387001
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.003947 0.761905 fi:0.428696. Ave ac:0.010451,0.011615
Initialization: 6.047000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.186000
Kernel 1: 0.025000
Kernel 2: 98.629997
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.004933 0.740741 fi:0.446159. Ave ac:0.009514,0.009386
Initialization: 6.020000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.108000
Kernel 1: 0.024000
Kernel 2: 99.031998
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.003700 0.882353 fi:0.302977. Ave ac:0.011419,0.010877
Initialization: 5.981000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.623000
Kernel 1: 0.024000
Kernel 2: 96.355003
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.004440 0.666667 fi:0.510855. Ave ac:0.010042,0.010689
Initialization: 6.116000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.173000
Kernel 1: 0.023000
Kernel 2: 98.603996
Copyback: 0.017000
Sum: 0.038000
It 18,Best ac:0.004193 0.850000 fi:0.350777. Ave ac:0.012451,0.013785
Initialization: 6.209000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.162000
Kernel 1: 0.023000
Kernel 2: 95.362000
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.005180 0.724138 fi:0.444860. Ave ac:0.010585,0.014090
Initialization: 6.022000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.122000
Kernel 1: 0.023000
Kernel 2: 94.148003
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.005673 0.851852 fi:0.319822. Ave ac:0.011751,0.012443
Initialization: 6.100000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.123000
Kernel 1: 0.024000
Kernel 2: 93.818001
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.004933 0.714286 fi:0.442047. Ave ac:0.008739,0.010809
Initialization: 6.505000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.160000
Kernel 1: 0.023000
Kernel 2: 91.228996
Copyback: 0.017000
Sum: 0.037000
It 22,Best ac:0.006167 0.806452 fi:0.377523. Ave ac:0.011900,0.013946
Initialization: 6.112000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.112000
Kernel 1: 0.024000
Kernel 2: 92.112999
Copyback: 0.018000
Sum: 0.034000
It 23,Best ac:0.004440 0.900000 fi:0.282983. Ave ac:0.010793,0.013027
Initialization: 6.037000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.156000
Kernel 1: 0.024000
Kernel 2: 94.081001
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.003947 0.842105 fi:0.326376. Ave ac:0.010090,0.014463
Initialization: 6.058000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.169000
Kernel 1: 0.024000
Kernel 2: 92.281998
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.008633 0.795455 fi:0.378033. Ave ac:0.010140,0.013046
Initialization: 6.044000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.126000
Kernel 1: 0.024000
Kernel 2: 91.204002
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.003947 0.727273 fi:0.434082. Ave ac:0.011450,0.017393
Initialization: 5.968000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.188000
Kernel 1: 0.065000
Kernel 2: 89.658997
Copyback: 0.016000
Sum: 0.031000
It 27,Best ac:0.006165 0.862069 fi:0.305464. Ave ac:0.012529,0.014270
Initialization: 6.149000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.922000
Kernel 1: 0.022000
Kernel 2: 89.964996
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.003700 0.882353 fi:0.298305. Ave ac:0.011519,0.014617
Initialization: 6.073000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.191000
Kernel 1: 0.022000
Kernel 2: 90.672997
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.006658 0.675000 fi:0.445750. Ave ac:0.009402,0.010809
Initialization: 6.116000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.119000
Kernel 1: 0.023000
Kernel 2: 87.740997
Copyback: 0.018000
Sum: 0.028000
It 30,Best ac:0.004440 0.782609 fi:0.402186. Ave ac:0.010181,0.011473
Initialization: 6.021000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.153000
Kernel 1: 0.024000
Kernel 2: 87.373001
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.004440 0.857143 fi:0.290667. Ave ac:0.010609,0.013946
Initialization: 6.492000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.120000
Kernel 1: 0.023000
Kernel 2: 88.235001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.005920 0.857143 fi:0.316191. Ave ac:0.009548,0.010051
MDL Theory Length Weight: 2.7368630807 (10)
Initialization: 6.046000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.158000
Kernel 1: 0.023000
Kernel 2: 85.138000
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.004441 0.750000 fi:0.394410. Ave ac:0.008920,0.011164
Initialization: 26.322001
Memcpy Instances: 397.901001
Memcpy Classifiers: 0.069000
Kernel 1: 0.024000
Kernel 2: 494.181000
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 512.231018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 507.347992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 527.487000
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 497.597992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 513.268982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 499.734009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 510.813995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 518.200012
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 502.246002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 168.375000
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004080 0.664257 fi:0.497348. Ave ac:0.010615,0.033127
Best acc 0.004080 0.664257
Initialization: 6.064000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.601000
Kernel 1: 0.025000
Kernel 2: 101.547997
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.005190 accuracy2:0.217913
Initialization: 6.061000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.117000
Kernel 1: 0.024000
Kernel 2: 104.755997
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.003947 0.551724 fi:0.548206. Ave ac:0.010226,0.014081
Initialization: 6.194000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 108.559998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.008880 0.537313 fi:0.560415. Ave ac:0.013991,0.017218
Initialization: 6.030000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.590000
Kernel 1: 0.022000
Kernel 2: 110.195000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.005180 0.552632 fi:0.546748. Ave ac:0.014772,0.017638
Initialization: 5.983000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.198000
Kernel 1: 0.024000
Kernel 2: 107.583000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.007647 0.659574 fi:0.438705. Ave ac:0.014708,0.017882
Initialization: 7.066000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.139000
Kernel 1: 0.022000
Kernel 2: 104.819000
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.008385 0.693878 fi:0.404071. Ave ac:0.015105,0.016836
Initialization: 6.085000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.063000
Kernel 1: 0.022000
Kernel 2: 101.413002
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.005180 0.724138 fi:0.375242. Ave ac:0.013252,0.015987
Initialization: 6.089000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.197000
Kernel 1: 0.024000
Kernel 2: 96.836998
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.006907 0.700000 fi:0.398609. Ave ac:0.012579,0.015250
Initialization: 6.033000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.218000
Kernel 1: 0.022000
Kernel 2: 95.511002
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.002713 1.000000 fi:0.355621. Ave ac:0.013433,0.015376
Initialization: 5.999000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.112000
Kernel 1: 0.024000
Kernel 2: 96.151001
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.004687 0.791667 fi:0.307933. Ave ac:0.012220,0.013443
Initialization: 6.041000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.149000
Kernel 1: 0.023000
Kernel 2: 92.982002
Copyback: 0.016000
Sum: 0.029000
It 9,Best ac:0.004688 0.863636 fi:0.235961. Ave ac:0.011457,0.013191
Iteration 10:MDL fitness activated
Error 0.235961 TL 0.038043
MDL Theory Length Weight: 2.0674892311 (1)
Initialization: 6.068000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.168000
Kernel 1: 0.023000
Kernel 2: 88.739998
Copyback: 0.018000
Sum: 0.032000
It 10,Best ac:0.004193 0.739130 fi:0.441396. Ave ac:0.010757,0.012402
Initialization: 6.099000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.112000
Kernel 1: 0.024000
Kernel 2: 88.207001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.004687 0.826087 fi:0.333752. Ave ac:0.010001,0.010304
Initialization: 6.032000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.588000
Kernel 1: 0.023000
Kernel 2: 91.091003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.006660 0.771429 fi:0.391467. Ave ac:0.010033,0.010606
Initialization: 6.051000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.134000
Kernel 1: 0.024000
Kernel 2: 87.776001
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.004933 0.869565 fi:0.283447. Ave ac:0.011630,0.013126
Initialization: 6.065000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.176000
Kernel 1: 0.024000
Kernel 2: 84.139999
Copyback: 0.016000
Sum: 0.030000
It 14,Best ac:0.003947 0.800000 fi:0.369507. Ave ac:0.010330,0.012429
Initialization: 5.992000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.120000
Kernel 1: 0.024000
Kernel 2: 83.212997
Copyback: 0.016000
Sum: 0.030000
It 15,Best ac:0.005673 0.741935 fi:0.424713. Ave ac:0.011453,0.014124
Initialization: 6.004000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.147000
Kernel 1: 0.024000
Kernel 2: 83.366997
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.004687 0.863636 fi:0.314617. Ave ac:0.009088,0.009429
Initialization: 6.031000
Memcpy Classifiers: 0.866000
Memcpy Instances: 8.153000
Kernel 1: 0.023000
Kernel 2: 85.606003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.003700 0.882353 fi:0.317603. Ave ac:0.010361,0.016107
Initialization: 5.952000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.127000
Kernel 1: 0.025000
Kernel 2: 87.043999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.003700 0.937500 fi:0.246717. Ave ac:0.008466,0.010838
Initialization: 6.003000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.168000
Kernel 1: 0.023000
Kernel 2: 85.032997
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.004192 0.850000 fi:0.321330. Ave ac:0.008088,0.009011
Initialization: 6.055000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.114000
Kernel 1: 0.023000
Kernel 2: 86.073997
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.006660 0.818182 fi:0.356767. Ave ac:0.007258,0.008250
Initialization: 6.047000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.149000
Kernel 1: 0.023000
Kernel 2: 91.139000
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.004687 0.863636 fi:0.304510. Ave ac:0.007823,0.007300
Initialization: 6.097000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.203000
Kernel 1: 0.022000
Kernel 2: 89.679001
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.005179 0.875000 fi:0.288251. Ave ac:0.006573,0.005943
Initialization: 6.001000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.644000
Kernel 1: 0.023000
Kernel 2: 87.860001
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.003947 0.941176 fi:0.218826. Ave ac:0.006684,0.005669
Initialization: 6.057000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.211000
Kernel 1: 0.023000
Kernel 2: 90.161003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.004933 0.833333 fi:0.335734. Ave ac:0.004491,0.004002
Initialization: 6.012000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.123000
Kernel 1: 0.029000
Kernel 2: 86.544998
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.004688 0.950000 fi:0.198556. Ave ac:0.005816,0.004553
Initialization: 5.966000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.148000
Kernel 1: 0.024000
Kernel 2: 89.866997
Copyback: 0.016000
Sum: 0.032000
It 26,Best ac:0.005672 0.766667 fi:0.396293. Ave ac:0.005909,0.005043
Initialization: 6.028000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.134000
Kernel 1: 0.024000
Kernel 2: 86.347000
Copyback: 0.017000
Sum: 0.037000
It 27,Best ac:0.005179 0.840000 fi:0.322558. Ave ac:0.005584,0.005367
Initialization: 6.035000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.204000
Kernel 1: 0.022000
Kernel 2: 90.088997
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.003700 0.833333 fi:0.356056. Ave ac:0.006996,0.008100
Initialization: 7.065000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.168000
Kernel 1: 0.023000
Kernel 2: 89.838997
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.003453 0.875000 fi:0.362866. Ave ac:0.008036,0.008890
Initialization: 6.028000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.123000
Kernel 1: 0.023000
Kernel 2: 90.028000
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.003947 0.842105 fi:0.324072. Ave ac:0.007040,0.006787
Initialization: 6.148000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.118000
Kernel 1: 0.023000
Kernel 2: 92.581001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.004687 0.826087 fi:0.340690. Ave ac:0.007769,0.006975
Initialization: 6.029000
Memcpy Classifiers: 0.344000
Memcpy Instances: 8.158000
Kernel 1: 0.024000
Kernel 2: 89.077003
Copyback: 0.016000
Sum: 0.030000
It 32,Best ac:0.003700 0.882353 fi:0.307496. Ave ac:0.006321,0.006652
Initialization: 6.001000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.172000
Kernel 1: 0.023000
Kernel 2: 89.421997
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.004686 0.791667 fi:0.369248. Ave ac:0.006112,0.006495
Initialization: 26.766001
Memcpy Instances: 400.647003
Memcpy Classifiers: 0.078000
Kernel 1: 0.022000
Kernel 2: 537.507019
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 516.729980
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 535.932983
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 524.161011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 525.122009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 515.510010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 534.526001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 523.924011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 522.965027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 525.085022
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 164.201004
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004021 0.680869 fi:0.482899. Ave ac:0.006984,0.021387
Best acc 0.004021 0.680869
Rule:Att PSSM_-4_7 is [-4.891313,-1.499258]|Att PSSM_0_4 is [<-0.166315]|Att PSSM_0_12 is [<-3.394297]|Att PSSM_0_20 is [>-3.001418]|Att PSSM_1_3 is [-6.822983,2.526717]|Att PSSM_1_15 is [<-1.542034]|Att PSSM_1_19 is [<3.331812]|Att PSSM_3_15 is [<0.644686]|Att PSSM_4_10 is [-4.734344,4.734344]|Att PSSM_4_12 is [-6.864461,-1.135539]|Att PSSM_4_13 is [<6.402112]|1
Accuracy : 0.772684
0	1	
156125	7955	
45382	25176	
Removed 1197 instances. 201507 Instances left. Acc of rule 0.004021-0.680869
Initialization: 6.030000
Memcpy Classifiers: 0.565000
Memcpy Instances: 8.160000
Kernel 1: 0.025000
Kernel 2: 103.603996
Copyback: 0.371000
Sum: 0.044000
Initial population average accuracy1:0.006111 accuracy2:0.220053
Initialization: 5.945000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.148000
Kernel 1: 0.023000
Kernel 2: 106.244003
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.005459 0.511628 fi:0.587599. Ave ac:0.011419,0.015410
Initialization: 6.016000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.132000
Kernel 1: 0.024000
Kernel 2: 110.828003
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.005211 0.538462 fi:0.560875. Ave ac:0.014368,0.016900
Initialization: 6.062000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.387000
Kernel 1: 0.023000
Kernel 2: 104.513000
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.005706 0.575000 fi:0.524115. Ave ac:0.012835,0.015417
Initialization: 6.059000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.139000
Kernel 1: 0.024000
Kernel 2: 98.778000
Copyback: 0.024000
Sum: 0.036000
It 3,Best ac:0.005212 0.636364 fi:0.462973. Ave ac:0.013318,0.015495
Initialization: 5.901000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.102000
Kernel 1: 0.024000
Kernel 2: 104.531998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.004467 0.720000 fi:0.379673. Ave ac:0.011413,0.013499
Initialization: 6.008000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.113000
Kernel 1: 0.024000
Kernel 2: 105.857002
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.007444 0.652174 fi:0.446157. Ave ac:0.010390,0.010836
Initialization: 6.029000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.217000
Kernel 1: 0.023000
Kernel 2: 103.528999
Copyback: 0.019000
Sum: 0.034000
It 6,Best ac:0.006203 0.694444 fi:0.404443. Ave ac:0.010609,0.012872
Initialization: 6.011000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.064000
Kernel 1: 0.024000
Kernel 2: 101.095001
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.008189 0.634615 fi:0.463376. Ave ac:0.009447,0.013503
Initialization: 6.024000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.201000
Kernel 1: 0.022000
Kernel 2: 96.341003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.004468 0.720000 fi:0.379673. Ave ac:0.010512,0.011786
Initialization: 5.985000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.238000
Kernel 1: 0.023000
Kernel 2: 98.311996
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.004963 0.740741 fi:0.358708. Ave ac:0.010879,0.009907
Iteration 10:MDL fitness activated
Error 0.358708 TL 0.037881
MDL Theory Length Weight: 3.1564217239 (1)
Initialization: 6.113000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.140000
Kernel 1: 0.022000
Kernel 2: 95.176003
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.003971 0.842105 fi:0.359285. Ave ac:0.009329,0.011594
Initialization: 5.972000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.103000
Kernel 1: 0.024000
Kernel 2: 101.468002
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.004218 0.680000 fi:0.503962. Ave ac:0.010888,0.011532
Initialization: 5.935000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.435000
Kernel 1: 0.023000
Kernel 2: 95.428001
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.005459 0.758621 fi:0.440054. Ave ac:0.010516,0.010961
Initialization: 6.066000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.068000
Kernel 1: 0.024000
Kernel 2: 93.519997
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.003721 0.750000 fi:0.452005. Ave ac:0.010915,0.011803
Initialization: 6.081000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.097000
Kernel 1: 0.023000
Kernel 2: 92.483002
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.005212 0.913043 fi:0.269976. Ave ac:0.010012,0.008842
Initialization: 5.966000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.071000
Kernel 1: 0.023000
Kernel 2: 92.878998
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004217 0.850000 fi:0.342619. Ave ac:0.009016,0.006935
Initialization: 6.042000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.137000
Kernel 1: 0.024000
Kernel 2: 86.230003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004465 0.782609 fi:0.396561. Ave ac:0.007283,0.005250
Initialization: 5.948000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.194000
Kernel 1: 0.024000
Kernel 2: 86.879997
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.003721 0.789474 fi:0.400431. Ave ac:0.006931,0.005271
Initialization: 6.069000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.069000
Kernel 1: 0.023000
Kernel 2: 83.575996
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.005460 0.785714 fi:0.384808. Ave ac:0.006429,0.005105
Initialization: 6.146000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.530000
Kernel 1: 0.022000
Kernel 2: 83.716003
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004467 0.750000 fi:0.419919. Ave ac:0.005291,0.004268
Initialization: 5.995000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.070000
Kernel 1: 0.024000
Kernel 2: 83.236000
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.003723 0.882353 fi:0.324643. Ave ac:0.007186,0.005563
Initialization: 6.134000
Memcpy Classifiers: 0.369000
Memcpy Instances: 8.081000
Kernel 1: 0.023000
Kernel 2: 81.855003
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.004217 0.739130 fi:0.443995. Ave ac:0.007341,0.006367
Initialization: 5.995000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.077000
Kernel 1: 0.024000
Kernel 2: 82.244003
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.005211 0.777778 fi:0.384254. Ave ac:0.006309,0.005367
Initialization: 5.975000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.185000
Kernel 1: 0.024000
Kernel 2: 82.650002
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.007198 0.805556 fi:0.398009. Ave ac:0.009216,0.007247
MDL Theory Length Weight: 2.8407795515 (10)
Initialization: 6.019000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.290000
Kernel 1: 0.022000
Kernel 2: 82.073997
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.003970 0.761905 fi:0.416466. Ave ac:0.007731,0.005911
Initialization: 6.119000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.122000
Kernel 1: 0.023000
Kernel 2: 80.138000
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.005210 0.840000 fi:0.332216. Ave ac:0.008279,0.006803
Initialization: 5.945000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.105000
Kernel 1: 0.024000
Kernel 2: 80.805000
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.003969 0.761905 fi:0.424732. Ave ac:0.008325,0.006985
Initialization: 6.045000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.539000
Kernel 1: 0.023000
Kernel 2: 80.919998
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.012410 0.694444 fi:0.454581. Ave ac:0.007387,0.005578
Initialization: 6.041000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.116000
Kernel 1: 0.023000
Kernel 2: 79.296997
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.004713 0.760000 fi:0.395547. Ave ac:0.009243,0.006835
Initialization: 6.039000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.089000
Kernel 1: 0.022000
Kernel 2: 80.338997
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.003722 0.833333 fi:0.337187. Ave ac:0.007186,0.005904
Initialization: 5.997000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.193000
Kernel 1: 0.023000
Kernel 2: 81.071999
Copyback: 0.017000
Sum: 0.037000
It 30,Best ac:0.004467 0.857143 fi:0.306144. Ave ac:0.009500,0.007466
Initialization: 6.225000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.067000
Kernel 1: 0.024000
Kernel 2: 77.377998
Copyback: 0.017000
Sum: 0.036000
It 31,Best ac:0.003473 0.933333 fi:0.309043. Ave ac:0.008616,0.006565
Initialization: 6.042000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.357000
Kernel 1: 0.023000
Kernel 2: 78.319000
Copyback: 0.017000
Sum: 0.037000
It 32,Best ac:0.005458 0.846154 fi:0.324882. Ave ac:0.008573,0.006674
Initialization: 5.964000
Memcpy Classifiers: 0.351000
Memcpy Instances: 21.634001
Kernel 1: 0.024000
Kernel 2: 80.566002
Copyback: 0.023000
Sum: 0.039000
It 33,Best ac:0.003722 0.833333 fi:0.346174. Ave ac:0.007493,0.006003
Initialization: 25.649000
Memcpy Instances: 411.955994
Memcpy Classifiers: 0.073000
Kernel 1: 0.023000
Kernel 2: 472.221985
Copyback: 0.022000
Sum: 0.014000
Memcpy Classifiers: 0.073000
Kernel 1: 0.021000
Kernel 2: 475.247009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 474.095001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 475.397003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 468.920013
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 470.528015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 466.882996
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.071000
Kernel 1: 0.018000
Kernel 2: 471.734009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 474.264008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 469.838013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 165.949005
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003717 0.648485 fi:0.529980. Ave ac:0.008389,0.025293
Best acc 0.003717 0.648485
Initialization: 6.030000
Memcpy Classifiers: 0.613000
Memcpy Instances: 8.070000
Kernel 1: 0.024000
Kernel 2: 96.810997
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005491 accuracy2:0.204081
Initialization: 6.056000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.163000
Kernel 1: 0.023000
Kernel 2: 103.557999
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.007444 0.483871 fi:0.614456. Ave ac:0.010949,0.016738
Initialization: 5.990000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.067000
Kernel 1: 0.023000
Kernel 2: 106.092003
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.011414 0.647887 fi:0.448652. Ave ac:0.011777,0.014845
Initialization: 5.998000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.154000
Kernel 1: 0.022000
Kernel 2: 104.570000
Copyback: 0.017000
Sum: 0.039000
It 2,Best ac:0.016129 0.585586 fi:0.508818. Ave ac:0.013109,0.015251
Initialization: 5.999000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.069000
Kernel 1: 0.023000
Kernel 2: 103.621002
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.006452 0.565217 fi:0.533562. Ave ac:0.015199,0.018263
Initialization: 6.025000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.124000
Kernel 1: 0.024000
Kernel 2: 103.339996
Copyback: 0.018000
Sum: 0.034000
It 4,Best ac:0.007692 0.645833 fi:0.452386. Ave ac:0.015283,0.016872
Initialization: 6.111000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.091000
Kernel 1: 0.024000
Kernel 2: 102.731003
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.004713 0.678571 fi:0.420992. Ave ac:0.012238,0.011601
Initialization: 6.098000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.127000
Kernel 1: 0.024000
Kernel 2: 101.466003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.008933 0.765957 fi:0.331702. Ave ac:0.010894,0.012074
Initialization: 6.185000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.140000
Kernel 1: 0.023000
Kernel 2: 99.289001
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.004218 0.809524 fi:0.290261. Ave ac:0.010610,0.010737
Initialization: 5.833000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.160000
Kernel 1: 0.023000
Kernel 2: 97.612999
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.005211 0.777778 fi:0.321561. Ave ac:0.010225,0.011719
Initialization: 5.933000
Memcpy Classifiers: 0.864000
Memcpy Instances: 8.110000
Kernel 1: 0.054000
Kernel 2: 91.867996
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003971 0.842105 fi:0.257792. Ave ac:0.008803,0.009971
Iteration 10:MDL fitness activated
Error 0.257792 TL 0.039159
MDL Theory Length Weight: 2.1944000962 (1)
Initialization: 6.072000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.555000
Kernel 1: 0.023000
Kernel 2: 92.690002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.005458 0.758621 fi:0.396750. Ave ac:0.007114,0.008040
Initialization: 6.118000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.253000
Kernel 1: 0.024000
Kernel 2: 92.085999
Copyback: 0.018000
Sum: 0.031000
It 11,Best ac:0.004715 0.791667 fi:0.376473. Ave ac:0.006531,0.008697
Initialization: 6.065000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.131000
Kernel 1: 0.023000
Kernel 2: 92.671997
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.003722 0.750000 fi:0.435331. Ave ac:0.008891,0.010371
Initialization: 6.091000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.400000
Kernel 1: 0.023000
Kernel 2: 90.639999
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.006202 0.781250 fi:0.378641. Ave ac:0.009657,0.009201
Initialization: 5.924000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.065000
Kernel 1: 0.024000
Kernel 2: 94.269997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.005211 0.777778 fi:0.377237. Ave ac:0.007761,0.008736
Initialization: 5.978000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.178000
Kernel 1: 0.024000
Kernel 2: 91.126999
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.003722 0.882353 fi:0.304479. Ave ac:0.008135,0.008146
Initialization: 6.509000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.078000
Kernel 1: 0.023000
Kernel 2: 92.737000
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.005211 0.954545 fi:0.223745. Ave ac:0.008051,0.008294
Initialization: 5.984000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.557000
Kernel 1: 0.023000
Kernel 2: 96.892998
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.003722 0.833333 fi:0.315625. Ave ac:0.007026,0.008153
Initialization: 5.988000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.540000
Kernel 1: 0.022000
Kernel 2: 93.060997
Copyback: 0.016000
Sum: 0.031000
It 18,Best ac:0.003723 0.882353 fi:0.267602. Ave ac:0.008015,0.007546
Initialization: 6.189000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.084000
Kernel 1: 0.023000
Kernel 2: 89.794998
Copyback: 0.016000
Sum: 0.034000
It 19,Best ac:0.003969 0.842105 fi:0.302916. Ave ac:0.007281,0.007803
Initialization: 5.947000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.426000
Kernel 1: 0.022000
Kernel 2: 89.344002
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.003722 0.882353 fi:0.315544. Ave ac:0.008379,0.011201
Initialization: 6.048000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.549000
Kernel 1: 0.023000
Kernel 2: 90.007004
Copyback: 0.017000
Sum: 0.038000
It 21,Best ac:0.004465 0.818182 fi:0.335639. Ave ac:0.005955,0.008034
Initialization: 6.078000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.142000
Kernel 1: 0.024000
Kernel 2: 91.897003
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.006700 0.729730 fi:0.435340. Ave ac:0.007066,0.006941
Initialization: 6.206000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.181000
Kernel 1: 0.024000
Kernel 2: 91.227997
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.003969 0.761905 fi:0.393174. Ave ac:0.006792,0.007944
Initialization: 7.037000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.095000
Kernel 1: 0.024000
Kernel 2: 91.144997
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.003969 0.727273 fi:0.417749. Ave ac:0.005961,0.009505
Initialization: 5.851000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.275000
Kernel 1: 0.023000
Kernel 2: 92.365997
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.003970 0.842105 fi:0.315389. Ave ac:0.006600,0.006322
MDL Theory Length Weight: 1.9749600865 (10)
Initialization: 6.050000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.566000
Kernel 1: 0.023000
Kernel 2: 92.722000
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.003722 0.833333 fi:0.330081. Ave ac:0.008847,0.009599
Initialization: 5.939000
Memcpy Classifiers: 0.391000
Memcpy Instances: 8.287000
Kernel 1: 0.023000
Kernel 2: 94.883003
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.006452 0.812500 fi:0.346133. Ave ac:0.007861,0.006660
Initialization: 6.010000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.098000
Kernel 1: 0.023000
Kernel 2: 94.320999
Copyback: 0.017000
Sum: 0.038000
It 28,Best ac:0.005211 0.750000 fi:0.418463. Ave ac:0.004822,0.003601
Initialization: 6.447000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.074000
Kernel 1: 0.023000
Kernel 2: 95.487999
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.006452 0.742857 fi:0.410818. Ave ac:0.006254,0.007988
Initialization: 6.122000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.094000
Kernel 1: 0.024000
Kernel 2: 94.320000
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.005211 0.807692 fi:0.351295. Ave ac:0.005726,0.004380
Initialization: 6.010000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.101000
Kernel 1: 0.024000
Kernel 2: 93.970001
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.003969 0.888889 fi:0.260039. Ave ac:0.007457,0.005535
Initialization: 6.036000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.596000
Kernel 1: 0.023000
Kernel 2: 98.070000
Copyback: 0.016000
Sum: 0.034000
It 32,Best ac:0.004218 0.850000 fi:0.317340. Ave ac:0.006340,0.004117
Initialization: 6.382000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.133000
Kernel 1: 0.022000
Kernel 2: 91.235001
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.005709 0.696970 fi:0.449189. Ave ac:0.004375,0.003397
Initialization: 25.723000
Memcpy Instances: 398.308990
Memcpy Classifiers: 0.078000
Kernel 1: 0.022000
Kernel 2: 534.382019
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 548.364014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 544.630005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 529.570007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 531.935974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 549.684021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 548.068970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 539.258972
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 535.583008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 559.562988
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 172.544006
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003911 0.650702 fi:0.498885. Ave ac:0.006833,0.020551
Best acc 0.003911 0.650702
Rule:Att PSSM_-3_7 is [<-1.474686]|Att PSSM_-2_3 is [<4.903416]|Att PSSM_-2_6 is [>-5.896984]|Att PSSM_-1_7 is [-6.217636,0.217636]|Att PSSM_0_2 is [<-2.523918]|Att PSSM_0_3 is [<-2.305243]|Att PSSM_1_20 is [-0.563869,6.926119]|Att PSSM_2_3 is [<4.141353]|Att PSSM_4_7 is [-3.418398,-0.744737]|1
Accuracy : 0.774239
0	1	
155702	8378	
44594	25964	
Removed 1211 instances. 200296 Instances left. Acc of rule 0.003911-0.650702
Initialization: 5.954000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.027000
Kernel 1: 0.025000
Kernel 2: 97.356003
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.004514 accuracy2:0.214942
Initialization: 5.999000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.008000
Kernel 1: 0.024000
Kernel 2: 103.375000
Copyback: 0.017000
Sum: 0.052000
It 0,Best ac:0.003744 0.625000 fi:0.474981. Ave ac:0.009090,0.013685
Initialization: 6.070000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.016000
Kernel 1: 0.024000
Kernel 2: 104.436996
Copyback: 0.018000
Sum: 0.035000
It 1,Best ac:0.003495 0.560000 fi:0.590460. Ave ac:0.011296,0.013292
Initialization: 6.471000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.030000
Kernel 1: 0.042000
Kernel 2: 103.763000
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.003744 0.576923 fi:0.523058. Ave ac:0.012198,0.012887
Initialization: 6.001000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.053000
Kernel 1: 0.022000
Kernel 2: 106.480003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.003744 0.714286 fi:0.385695. Ave ac:0.012537,0.013557
Initialization: 5.978000
Memcpy Classifiers: 0.939000
Memcpy Instances: 8.045000
Kernel 1: 0.023000
Kernel 2: 106.164001
Copyback: 0.016000
Sum: 0.029000
It 4,Best ac:0.005492 0.666667 fi:0.432516. Ave ac:0.012780,0.014260
Initialization: 6.470000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.059000
Kernel 1: 0.023000
Kernel 2: 106.440002
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.004994 0.666667 fi:0.432742. Ave ac:0.012344,0.014383
Initialization: 6.006000
Memcpy Classifiers: 0.553000
Memcpy Instances: 8.012000
Kernel 1: 0.024000
Kernel 2: 106.582001
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.005492 0.647059 fi:0.452124. Ave ac:0.010797,0.011070
Initialization: 5.991000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.009000
Kernel 1: 0.024000
Kernel 2: 106.934998
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.003744 0.789474 fi:0.310507. Ave ac:0.009223,0.010945
Initialization: 5.918000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.013000
Kernel 1: 0.024000
Kernel 2: 107.364998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.006740 0.692308 fi:0.406305. Ave ac:0.009916,0.011324
Initialization: 6.040000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.092000
Kernel 1: 0.023000
Kernel 2: 104.920998
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.003745 0.681818 fi:0.418161. Ave ac:0.011024,0.013789
Iteration 10:MDL fitness activated
Error 0.418161 TL 0.028265
MDL Theory Length Weight: 4.9314722867 (3)
Initialization: 5.954000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.519000
Kernel 1: 0.023000
Kernel 2: 104.385002
Copyback: 0.018000
Sum: 0.034000
It 10,Best ac:0.003994 0.727273 fi:0.557002. Ave ac:0.009380,0.011749
Initialization: 6.024000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.030000
Kernel 1: 0.023000
Kernel 2: 102.663002
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.003495 0.777778 fi:0.532048. Ave ac:0.011707,0.014347
Initialization: 6.076000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.048000
Kernel 1: 0.028000
Kernel 2: 102.106003
Copyback: 0.016000
Sum: 0.032000
It 12,Best ac:0.009236 0.660714 fi:0.539996. Ave ac:0.010974,0.012566
Initialization: 6.055000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.527000
Kernel 1: 0.023000
Kernel 2: 97.838997
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.006490 0.666667 fi:0.549333. Ave ac:0.014182,0.015602
Initialization: 6.025000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.081000
Kernel 1: 0.023000
Kernel 2: 90.010002
Copyback: 0.017000
Sum: 0.040000
It 14,Best ac:0.003744 0.750000 fi:0.466616. Ave ac:0.018743,0.020415
Initialization: 5.976000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.021000
Kernel 1: 0.025000
Kernel 2: 86.033997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.007239 0.763158 fi:0.417454. Ave ac:0.016619,0.018435
Initialization: 6.034000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.008000
Kernel 1: 0.022000
Kernel 2: 80.525002
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.003245 0.866667 fi:0.438144. Ave ac:0.018339,0.023529
Initialization: 5.914000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.089000
Kernel 1: 0.024000
Kernel 2: 77.772003
Copyback: 0.017000
Sum: 0.024000
It 17,Best ac:0.006241 0.694444 fi:0.472430. Ave ac:0.021928,0.028925
Initialization: 6.030000
Memcpy Classifiers: 0.281000
Memcpy Instances: 9.137000
Kernel 1: 0.022000
Kernel 2: 80.553001
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.003744 0.833333 fi:0.364363. Ave ac:0.021515,0.028178
Initialization: 6.027000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.062000
Kernel 1: 0.023000
Kernel 2: 79.517998
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.004244 0.680000 fi:0.489937. Ave ac:0.019564,0.028152
Initialization: 5.970000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.032000
Kernel 1: 0.024000
Kernel 2: 79.655998
Copyback: 0.017000
Sum: 0.023000
It 20,Best ac:0.003495 0.823529 fi:0.425961. Ave ac:0.018813,0.026435
Initialization: 5.964000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.137000
Kernel 1: 0.024000
Kernel 2: 80.532997
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.006991 0.756757 fi:0.398320. Ave ac:0.017432,0.028190
Initialization: 6.007000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.277000
Kernel 1: 0.025000
Kernel 2: 77.899002
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.004493 0.750000 fi:0.440250. Ave ac:0.016766,0.020780
Initialization: 6.253000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.007000
Kernel 1: 0.024000
Kernel 2: 76.109001
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.003744 0.750000 fi:0.442280. Ave ac:0.015604,0.025422
Initialization: 6.056000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.088000
Kernel 1: 0.023000
Kernel 2: 76.723999
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.004993 0.689655 fi:0.497557. Ave ac:0.018389,0.029018
Initialization: 5.993000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.031000
Kernel 1: 0.023000
Kernel 2: 74.250000
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.006241 0.694444 fi:0.472430. Ave ac:0.019234,0.028890
Initialization: 5.977000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.067000
Kernel 1: 0.023000
Kernel 2: 76.390999
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.005242 0.724138 fi:0.417517. Ave ac:0.022905,0.028161
Initialization: 6.007000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.498000
Kernel 1: 0.023000
Kernel 2: 76.572998
Copyback: 0.016000
Sum: 0.026000
It 27,Best ac:0.003744 0.833333 fi:0.345530. Ave ac:0.018488,0.026383
Initialization: 6.112000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.032000
Kernel 1: 0.024000
Kernel 2: 77.250000
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.004493 0.720000 fi:0.454207. Ave ac:0.014019,0.023200
Initialization: 5.980000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.048000
Kernel 1: 0.023000
Kernel 2: 79.897003
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.005242 0.807692 fi:0.361789. Ave ac:0.013241,0.017550
Initialization: 6.037000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.008000
Kernel 1: 0.024000
Kernel 2: 79.167000
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.004245 0.739130 fi:0.434339. Ave ac:0.014689,0.018938
Initialization: 5.983000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.143000
Kernel 1: 0.024000
Kernel 2: 81.646004
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.004744 0.730769 fi:0.434002. Ave ac:0.014177,0.019480
Initialization: 6.000000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.020000
Kernel 1: 0.024000
Kernel 2: 81.589996
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.004743 0.826087 fi:0.347007. Ave ac:0.014049,0.017855
Initialization: 6.012000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.011000
Kernel 1: 0.023000
Kernel 2: 79.656998
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004993 0.740741 fi:0.424923. Ave ac:0.011673,0.021328
Initialization: 26.191000
Memcpy Instances: 395.109009
Memcpy Classifiers: 0.065000
Kernel 1: 0.026000
Kernel 2: 485.662994
Copyback: 0.369000
Sum: 0.016000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 505.269012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 484.378998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 489.824005
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 508.117004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.309000
Kernel 1: 0.013000
Kernel 2: 486.398987
Copyback: 0.021000
Sum: 0.008000
Memcpy Classifiers: 0.064000
Kernel 1: 0.022000
Kernel 2: 498.235992
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 502.027008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 489.915009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 491.203003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004014 0.608169 fi:0.556937. Ave ac:0.017131,0.056719
Best acc 0.004014 0.608169
Initialization: 6.011000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.304000
Kernel 1: 0.024000
Kernel 2: 96.473000
Copyback: 0.017000
Sum: 0.051000
Initial population average accuracy1:0.005203 accuracy2:0.225463
Initialization: 6.511000
Memcpy Classifiers: 0.680000
Memcpy Instances: 8.042000
Kernel 1: 0.023000
Kernel 2: 101.699997
Copyback: 0.016000
Sum: 0.036000
It 0,Best ac:0.003246 0.619048 fi:0.591209. Ave ac:0.009772,0.013384
Initialization: 6.013000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.002000
Kernel 1: 0.025000
Kernel 2: 102.095001
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.003744 0.600000 fi:0.499981. Ave ac:0.012153,0.015320
Initialization: 6.020000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.023000
Kernel 1: 0.024000
Kernel 2: 98.468002
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.004244 0.531250 fi:0.568503. Ave ac:0.013214,0.015649
Initialization: 7.141000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.035000
Kernel 1: 0.022000
Kernel 2: 96.399002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.003994 0.551724 fi:0.548143. Ave ac:0.013037,0.014630
Initialization: 5.990000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.514000
Kernel 1: 0.023000
Kernel 2: 94.865997
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.009735 0.650000 fi:0.447245. Ave ac:0.012559,0.014171
Initialization: 6.027000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.064000
Kernel 1: 0.023000
Kernel 2: 93.093002
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.003744 0.681818 fi:0.418163. Ave ac:0.011832,0.012786
Initialization: 6.194000
Memcpy Classifiers: 0.441000
Memcpy Instances: 8.028000
Kernel 1: 0.023000
Kernel 2: 91.844002
Copyback: 0.373000
Sum: 0.032000
It 6,Best ac:0.005741 0.621622 fi:0.477447. Ave ac:0.012685,0.012529
Initialization: 5.967000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.096000
Kernel 1: 0.023000
Kernel 2: 90.825996
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003495 0.777778 fi:0.372683. Ave ac:0.010798,0.011121
Initialization: 5.989000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.035000
Kernel 1: 0.023000
Kernel 2: 91.319000
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.005741 0.718750 fi:0.380319. Ave ac:0.010070,0.013303
Initialization: 5.970000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.502000
Kernel 1: 0.024000
Kernel 2: 87.918999
Copyback: 0.017000
Sum: 0.038000
It 9,Best ac:0.007489 0.750000 fi:0.348271. Ave ac:0.011847,0.012968
Iteration 10:MDL fitness activated
Error 0.348271 TL 0.019958
MDL Theory Length Weight: 5.8166968250 (1)
Initialization: 6.012000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.030000
Kernel 1: 0.024000
Kernel 2: 88.850998
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.003744 0.833333 fi:0.400400. Ave ac:0.010170,0.013287
Initialization: 5.942000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.082000
Kernel 1: 0.024000
Kernel 2: 86.346001
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.003495 0.777778 fi:0.536900. Ave ac:0.012118,0.012870
Initialization: 5.938000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.053000
Kernel 1: 0.023000
Kernel 2: 84.400002
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.007738 0.688889 fi:0.536601. Ave ac:0.013459,0.013326
Initialization: 5.923000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.508000
Kernel 1: 0.023000
Kernel 2: 83.684998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.006490 0.722222 fi:0.497123. Ave ac:0.015950,0.021246
Initialization: 5.962000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.012000
Kernel 1: 0.024000
Kernel 2: 83.412003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.007491 0.731707 fi:0.517341. Ave ac:0.015337,0.020986
Initialization: 6.037000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.479000
Kernel 1: 0.022000
Kernel 2: 82.808998
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.007489 0.750000 fi:0.463871. Ave ac:0.013700,0.016222
Initialization: 5.964000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.141000
Kernel 1: 0.023000
Kernel 2: 84.603996
Copyback: 0.016000
Sum: 0.029000
It 16,Best ac:0.005993 0.888889 fi:0.390345. Ave ac:0.011444,0.015236
Initialization: 5.885000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.014000
Kernel 1: 0.023000
Kernel 2: 83.533997
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.004245 0.850000 fi:0.393004. Ave ac:0.012077,0.014559
Initialization: 6.051000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.013000
Kernel 1: 0.024000
Kernel 2: 81.228996
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.004244 0.894737 fi:0.348269. Ave ac:0.010097,0.012304
Initialization: 5.990000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.087000
Kernel 1: 0.024000
Kernel 2: 84.237999
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.005741 0.766667 fi:0.469992. Ave ac:0.009148,0.010270
Initialization: 6.452000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.019000
Kernel 1: 0.024000
Kernel 2: 84.344002
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.003495 0.823529 fi:0.461586. Ave ac:0.006941,0.007262
Initialization: 6.010000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.200000
Kernel 1: 0.022000
Kernel 2: 84.453003
Copyback: 0.021000
Sum: 0.035000
It 21,Best ac:0.006740 0.794118 fi:0.450636. Ave ac:0.007862,0.006977
Initialization: 5.990000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.004000
Kernel 1: 0.024000
Kernel 2: 82.750999
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.005492 0.733333 fi:0.540958. Ave ac:0.008125,0.009291
Initialization: 5.900000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.279000
Kernel 1: 0.024000
Kernel 2: 85.476997
Copyback: 0.018000
Sum: 0.030000
It 23,Best ac:0.003744 0.833333 fi:0.391832. Ave ac:0.006992,0.007655
Initialization: 5.977000
Memcpy Classifiers: 0.359000
Memcpy Instances: 8.022000
Kernel 1: 0.024000
Kernel 2: 83.074997
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.004743 0.760000 fi:0.487853. Ave ac:0.008700,0.007626
Initialization: 6.138000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.020000
Kernel 1: 0.024000
Kernel 2: 85.602997
Copyback: 0.019000
Sum: 0.034000
It 25,Best ac:0.006490 0.896552 fi:0.319348. Ave ac:0.010178,0.007962
Initialization: 6.051000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.016000
Kernel 1: 0.023000
Kernel 2: 84.460999
Copyback: 0.020000
Sum: 0.034000
It 26,Best ac:0.003994 0.666667 fi:0.571802. Ave ac:0.006325,0.006332
Initialization: 6.091000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.770000
Kernel 1: 0.023000
Kernel 2: 86.564003
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.005242 0.750000 fi:0.450089. Ave ac:0.008514,0.008876
Initialization: 6.134000
Memcpy Classifiers: 0.309000
Memcpy Instances: 8.224000
Kernel 1: 0.023000
Kernel 2: 85.958000
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.009486 0.622951 fi:0.563634. Ave ac:0.009920,0.009978
Initialization: 6.164000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.050000
Kernel 1: 0.024000
Kernel 2: 82.264999
Copyback: 0.018000
Sum: 0.028000
It 29,Best ac:0.004743 0.863636 fi:0.371419. Ave ac:0.012747,0.011781
Initialization: 5.989000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.079000
Kernel 1: 0.023000
Kernel 2: 83.021004
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.003994 0.842105 fi:0.421979. Ave ac:0.007087,0.005672
Initialization: 6.523000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.280000
Kernel 1: 0.022000
Kernel 2: 83.527000
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.003994 0.727273 fi:0.486728. Ave ac:0.009173,0.009804
Initialization: 6.011000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.027000
Kernel 1: 0.024000
Kernel 2: 82.459000
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.003495 0.777778 fi:0.481786. Ave ac:0.010171,0.009072
Initialization: 5.992000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.002000
Kernel 1: 0.025000
Kernel 2: 83.332001
Copyback: 0.031000
Sum: 0.029000
It 33,Best ac:0.003246 0.928571 fi:0.397555. Ave ac:0.009490,0.010718
Initialization: 26.940001
Memcpy Instances: 395.186005
Memcpy Classifiers: 0.063000
Kernel 1: 0.025000
Kernel 2: 491.490997
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 492.377991
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 507.605011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 479.393005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 493.708008
Copyback: 0.022000
Sum: 0.006000
Memcpy Classifiers: 0.063000
Kernel 1: 0.020000
Kernel 2: 485.377991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 480.756989
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 482.529999
Copyback: 0.023000
Sum: 0.082000
Memcpy Classifiers: 0.274000
Kernel 1: 0.021000
Kernel 2: 481.333008
Copyback: 0.023000
Sum: 0.008000
Memcpy Classifiers: 0.064000
Kernel 1: 0.022000
Kernel 2: 484.118011
Copyback: 0.023000
Sum: 0.009000
It 34,Best ac:0.009057 0.587816 fi:0.598964. Ave ac:0.010411,0.033932
Best acc 0.009057 0.587816
Rule:Att PSSM_-3_5 is [-1.340316,11.594973]|Att PSSM_-2_7 is [<5.932761]|Att PSSM_-1_13 is [-2.796710,9.036494]|Att PSSM_0_11 is [>-4.187041]|Att PSSM_0_12 is [-5.643031,-3.523455]|Att PSSM_1_20 is [-2.800418,3.886196]|1
Accuracy : 0.775458
0	1	
155184	8896	
43790	26768	
Removed 1322 instances. 198974 Instances left. Acc of rule 0.004014-0.608169
Initialization: 6.035000
Memcpy Classifiers: 0.577000
Memcpy Instances: 7.962000
Kernel 1: 0.025000
Kernel 2: 97.803001
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005855 accuracy2:0.205122
Initialization: 5.992000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.124000
Kernel 1: 0.022000
Kernel 2: 106.538002
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.009047 0.507042 fi:0.590470. Ave ac:0.012534,0.020107
Initialization: 5.978000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.949000
Kernel 1: 0.024000
Kernel 2: 104.935997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.006030 0.545455 fi:0.553450. Ave ac:0.015839,0.021941
Initialization: 5.941000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.027000
Kernel 1: 0.023000
Kernel 2: 98.307999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.008794 0.507246 fi:0.590381. Ave ac:0.016804,0.020684
Initialization: 5.978000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.957000
Kernel 1: 0.024000
Kernel 2: 97.139000
Copyback: 0.018000
Sum: 0.037000
It 3,Best ac:0.004525 0.600000 fi:0.499599. Ave ac:0.015154,0.017908
Initialization: 6.022000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.970000
Kernel 1: 0.024000
Kernel 2: 92.744003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.005025 0.666667 fi:0.432702. Ave ac:0.014519,0.018353
Initialization: 5.921000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.977000
Kernel 1: 0.024000
Kernel 2: 90.674004
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003769 0.625000 fi:0.474950. Ave ac:0.011781,0.013660
Initialization: 6.267000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.971000
Kernel 1: 0.024000
Kernel 2: 88.703003
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.003268 0.812500 fi:0.383315. Ave ac:0.008032,0.010502
Initialization: 5.982000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.013000
Kernel 1: 0.023000
Kernel 2: 94.932999
Copyback: 0.016000
Sum: 0.028000
It 7,Best ac:0.006032 0.685714 fi:0.413191. Ave ac:0.008980,0.008870
Initialization: 6.038000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.144000
Kernel 1: 0.024000
Kernel 2: 94.747002
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.005025 0.666667 fi:0.432702. Ave ac:0.008705,0.009370
Initialization: 6.035000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.991000
Kernel 1: 0.023000
Kernel 2: 95.866997
Copyback: 0.016000
Sum: 0.032000
It 9,Best ac:0.006283 0.675676 fi:0.423110. Ave ac:0.008898,0.009923
Iteration 10:MDL fitness activated
Error 0.423110 TL 0.034327
MDL Theory Length Weight: 4.1086584003 (4)
Initialization: 5.969000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.063000
Kernel 1: 0.023000
Kernel 2: 96.397003
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.014322 0.670588 fi:0.519026. Ave ac:0.008289,0.007856
Initialization: 5.946000
Memcpy Classifiers: 0.409000
Memcpy Instances: 8.139000
Kernel 1: 0.023000
Kernel 2: 92.731003
Copyback: 0.016000
Sum: 0.036000
It 11,Best ac:0.011809 0.839286 fi:0.391817. Ave ac:0.011212,0.011307
Initialization: 6.015000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.949000
Kernel 1: 0.025000
Kernel 2: 91.241997
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.006281 0.714286 fi:0.519903. Ave ac:0.009409,0.010218
Initialization: 6.165000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.138000
Kernel 1: 0.022000
Kernel 2: 88.337997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.007789 0.704545 fi:0.497436. Ave ac:0.012378,0.014088
Initialization: 6.158000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.990000
Kernel 1: 0.024000
Kernel 2: 86.592003
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.003769 0.681818 fi:0.545987. Ave ac:0.011951,0.011915
Initialization: 6.011000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.966000
Kernel 1: 0.022000
Kernel 2: 85.030998
Copyback: 0.018000
Sum: 0.033000
It 15,Best ac:0.005782 0.696970 fi:0.508771. Ave ac:0.009372,0.009656
Initialization: 5.940000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.964000
Kernel 1: 0.025000
Kernel 2: 83.667000
Copyback: 0.017000
Sum: 0.040000
It 16,Best ac:0.004021 0.800000 fi:0.412771. Ave ac:0.013453,0.011858
Initialization: 6.030000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.652000
Kernel 1: 0.022000
Kernel 2: 84.863998
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.004020 0.761905 fi:0.445200. Ave ac:0.010229,0.008614
Initialization: 6.191000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.025000
Kernel 1: 0.023000
Kernel 2: 80.432999
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.007035 0.651163 fi:0.547892. Ave ac:0.008724,0.007662
Initialization: 5.990000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.959000
Kernel 1: 0.023000
Kernel 2: 82.223999
Copyback: 0.020000
Sum: 0.036000
It 19,Best ac:0.003770 0.625000 fi:0.593802. Ave ac:0.010750,0.010451
Initialization: 6.024000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.647000
Kernel 1: 0.024000
Kernel 2: 80.551003
Copyback: 0.018000
Sum: 0.040000
It 20,Best ac:0.005025 0.740741 fi:0.461241. Ave ac:0.010851,0.013829
MDL Theory Length Weight: 3.6977925603 (10)
Initialization: 6.514000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.044000
Kernel 1: 0.022000
Kernel 2: 80.487999
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.004020 0.695652 fi:0.485657. Ave ac:0.010618,0.010544
Initialization: 6.192000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.507000
Kernel 1: 0.022000
Kernel 2: 80.097000
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.004271 0.739130 fi:0.462231. Ave ac:0.013322,0.013262
Initialization: 6.065000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.155000
Kernel 1: 0.023000
Kernel 2: 80.613998
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.003770 0.625000 fi:0.545461. Ave ac:0.009985,0.011910
Initialization: 6.504000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.971000
Kernel 1: 0.022000
Kernel 2: 79.366997
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.003769 0.750000 fi:0.446494. Ave ac:0.015084,0.020217
Initialization: 6.134000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.970000
Kernel 1: 0.024000
Kernel 2: 79.279999
Copyback: 0.017000
Sum: 0.037000
It 25,Best ac:0.003769 0.789474 fi:0.409712. Ave ac:0.015679,0.017984
Initialization: 6.324000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.996000
Kernel 1: 0.022000
Kernel 2: 80.237000
Copyback: 0.018000
Sum: 0.028000
It 26,Best ac:0.007039 0.756757 fi:0.432233. Ave ac:0.012741,0.013202
Initialization: 5.961000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.150000
Kernel 1: 0.024000
Kernel 2: 79.928001
Copyback: 0.016000
Sum: 0.027000
It 27,Best ac:0.007286 0.743590 fi:0.445486. Ave ac:0.011845,0.011330
Initialization: 6.438000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.049000
Kernel 1: 0.024000
Kernel 2: 81.241997
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.005530 0.846154 fi:0.347630. Ave ac:0.012877,0.011869
Initialization: 6.191000
Memcpy Classifiers: 0.289000
Memcpy Instances: 8.145000
Kernel 1: 0.024000
Kernel 2: 80.401001
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.003518 0.823529 fi:0.403340. Ave ac:0.009012,0.007829
Initialization: 6.098000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.003000
Kernel 1: 0.023000
Kernel 2: 79.321999
Copyback: 0.018000
Sum: 0.030000
It 30,Best ac:0.004020 0.800000 fi:0.381861. Ave ac:0.008548,0.007822
Initialization: 6.277000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.978000
Kernel 1: 0.023000
Kernel 2: 80.300003
Copyback: 0.018000
Sum: 0.028000
It 31,Best ac:0.004274 0.708333 fi:0.471640. Ave ac:0.008242,0.008652
Initialization: 5.935000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.971000
Kernel 1: 0.023000
Kernel 2: 78.986000
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.004774 0.703704 fi:0.462575. Ave ac:0.009677,0.012615
Initialization: 6.037000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.955000
Kernel 1: 0.023000
Kernel 2: 80.194000
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004523 0.782609 fi:0.407867. Ave ac:0.007971,0.008589
Initialization: 26.600000
Memcpy Instances: 397.066010
Memcpy Classifiers: 0.071000
Kernel 1: 0.024000
Kernel 2: 492.480988
Copyback: 0.018000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 487.087006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 480.838013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.024000
Kernel 2: 472.362000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 488.115997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 488.205994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 488.433014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 484.679993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 478.778992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 421.408997
Copyback: 0.021000
Sum: 0.005000
It 34,Best ac:0.004599 0.595316 fi:0.571044. Ave ac:0.009841,0.030063
Best acc 0.004599 0.595316
Initialization: 5.929000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.959000
Kernel 1: 0.027000
Kernel 2: 96.228996
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005539 accuracy2:0.225303
Initialization: 6.007000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.329000
Kernel 1: 0.022000
Kernel 2: 102.624001
Copyback: 0.017000
Sum: 0.030000
It 0,Best ac:0.006030 0.470588 fi:0.628317. Ave ac:0.011483,0.014551
Initialization: 5.910000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.960000
Kernel 1: 0.024000
Kernel 2: 99.126999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.003771 0.600000 fi:0.499948. Ave ac:0.012849,0.015825
Initialization: 5.997000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.986000
Kernel 1: 0.022000
Kernel 2: 101.390999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.003769 0.652174 fi:0.447776. Ave ac:0.014486,0.016233
Initialization: 5.936000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.988000
Kernel 1: 0.023000
Kernel 2: 99.070999
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.004271 0.586207 fi:0.513510. Ave ac:0.010897,0.012416
Initialization: 5.960000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.968000
Kernel 1: 0.023000
Kernel 2: 98.875000
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.004524 0.642857 fi:0.456744. Ave ac:0.010789,0.011910
Initialization: 6.100000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.004000
Kernel 1: 0.023000
Kernel 2: 96.692001
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.005278 0.700000 fi:0.399250. Ave ac:0.012013,0.015606
Initialization: 5.965000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.972000
Kernel 1: 0.023000
Kernel 2: 94.199997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.006032 0.666667 fi:0.432238. Ave ac:0.009457,0.011083
Initialization: 5.972000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.008000
Kernel 1: 0.024000
Kernel 2: 91.782997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003769 0.652174 fi:0.447776. Ave ac:0.010691,0.013955
Initialization: 5.966000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.200000
Kernel 1: 0.023000
Kernel 2: 90.609001
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.004272 0.739130 fi:0.360587. Ave ac:0.010142,0.012731
Initialization: 5.924000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.034000
Kernel 1: 0.022000
Kernel 2: 91.616997
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.005780 0.657143 fi:0.441878. Ave ac:0.010107,0.014580
Iteration 10:MDL fitness activated
Error 0.441878 TL 0.033483
MDL Theory Length Weight: 4.3990098746 (2)
Initialization: 5.921000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.936000
Kernel 1: 0.023000
Kernel 2: 90.985001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.005528 0.594595 fi:0.619540. Ave ac:0.008757,0.011766
Initialization: 9.682000
Memcpy Classifiers: 0.510000
Memcpy Instances: 9.909000
Kernel 1: 0.022000
Kernel 2: 90.804001
Copyback: 0.018000
Sum: 0.037000
It 11,Best ac:0.008294 0.673469 fi:0.527384. Ave ac:0.013206,0.017833
Initialization: 5.997000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.956000
Kernel 1: 0.024000
Kernel 2: 87.045998
Copyback: 0.020000
Sum: 0.036000
It 12,Best ac:0.004272 0.850000 fi:0.359849. Ave ac:0.015223,0.021302
Initialization: 6.011000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.164000
Kernel 1: 0.023000
Kernel 2: 83.392998
Copyback: 0.023000
Sum: 0.034000
It 13,Best ac:0.007538 0.731707 fi:0.417664. Ave ac:0.013343,0.020966
Initialization: 6.422000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.986000
Kernel 1: 0.024000
Kernel 2: 80.469002
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.006784 0.675000 fi:0.481354. Ave ac:0.014673,0.026083
Initialization: 6.205000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.594000
Kernel 1: 0.022000
Kernel 2: 83.139000
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.003769 0.714286 fi:0.457186. Ave ac:0.010238,0.015452
Initialization: 5.944000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.010000
Kernel 1: 0.024000
Kernel 2: 80.375000
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.007286 0.707317 fi:0.459807. Ave ac:0.015776,0.024171
Initialization: 6.086000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.956000
Kernel 1: 0.023000
Kernel 2: 77.208000
Copyback: 0.017000
Sum: 0.024000
It 17,Best ac:0.004271 0.680000 fi:0.534715. Ave ac:0.012722,0.025453
Initialization: 5.909000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.037000
Kernel 1: 0.023000
Kernel 2: 77.068001
Copyback: 0.016000
Sum: 0.023000
It 18,Best ac:0.005026 0.666667 fi:0.493746. Ave ac:0.016894,0.032368
Initialization: 5.951000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.945000
Kernel 1: 0.024000
Kernel 2: 76.328003
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.004524 0.720000 fi:0.456283. Ave ac:0.017481,0.031574
Initialization: 5.990000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.955000
Kernel 1: 0.024000
Kernel 2: 76.554001
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.003267 0.866667 fi:0.397926. Ave ac:0.014802,0.027081
Initialization: 5.954000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.081000
Kernel 1: 0.022000
Kernel 2: 76.302002
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.004271 0.653846 fi:0.511161. Ave ac:0.017220,0.033431
MDL Theory Length Weight: 3.9591088872 (10)
Initialization: 5.985000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.027000
Kernel 1: 0.025000
Kernel 2: 75.691002
Copyback: 0.018000
Sum: 0.025000
It 22,Best ac:0.006534 0.650000 fi:0.475452. Ave ac:0.017234,0.031108
Initialization: 6.367000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.973000
Kernel 1: 0.023000
Kernel 2: 73.052002
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.005025 0.588235 fi:0.564819. Ave ac:0.015173,0.027137
Initialization: 6.670000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.002000
Kernel 1: 0.022000
Kernel 2: 73.872002
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.008291 0.804878 fi:0.342744. Ave ac:0.018732,0.031112
Initialization: 5.935000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.054000
Kernel 1: 0.022000
Kernel 2: 76.807999
Copyback: 0.016000
Sum: 0.021000
It 25,Best ac:0.004272 0.680000 fi:0.478479. Ave ac:0.013851,0.031033
Initialization: 6.134000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.598000
Kernel 1: 0.022000
Kernel 2: 75.315002
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.003518 0.700000 fi:0.461701. Ave ac:0.014977,0.028363
Initialization: 5.943000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.972000
Kernel 1: 0.024000
Kernel 2: 74.216003
Copyback: 0.017000
Sum: 0.021000
It 27,Best ac:0.004271 0.680000 fi:0.485992. Ave ac:0.013509,0.024113
Initialization: 5.853000
Memcpy Classifiers: 0.205000
Memcpy Instances: 8.004000
Kernel 1: 0.023000
Kernel 2: 81.617996
Copyback: 0.016000
Sum: 0.023000
It 28,Best ac:0.003769 0.652174 fi:0.477943. Ave ac:0.014159,0.031440
Initialization: 7.338000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.061000
Kernel 1: 0.023000
Kernel 2: 75.113998
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.003518 0.823529 fi:0.342384. Ave ac:0.017780,0.035130
Initialization: 6.044000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.992000
Kernel 1: 0.023000
Kernel 2: 77.266998
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.005026 0.689655 fi:0.478727. Ave ac:0.016144,0.033843
Initialization: 5.952000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.966000
Kernel 1: 0.025000
Kernel 2: 78.415001
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.006283 0.675676 fi:0.455110. Ave ac:0.019385,0.043334
Initialization: 5.890000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.469000
Kernel 1: 0.023000
Kernel 2: 74.053001
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.005278 0.724138 fi:0.417098. Ave ac:0.025266,0.046654
Initialization: 5.969000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.949000
Kernel 1: 0.024000
Kernel 2: 72.497002
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.004020 0.727273 fi:0.402728. Ave ac:0.020156,0.043592
Initialization: 27.527000
Memcpy Instances: 393.658997
Memcpy Classifiers: 0.071000
Kernel 1: 0.026000
Kernel 2: 438.933014
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 445.257996
Copyback: 0.021000
Sum: 0.007000
Memcpy Classifiers: 0.071000
Kernel 1: 0.022000
Kernel 2: 446.467010
Copyback: 0.016000
Sum: 0.005000
Memcpy Classifiers: 0.096000
Kernel 1: 0.017000
Kernel 2: 451.416992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.015000
Kernel 2: 433.074005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 428.647003
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.012000
Kernel 2: 437.136993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 435.660004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 439.688995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.015000
Kernel 2: 388.217010
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.004845 0.557870 fi:0.573579. Ave ac:0.021055,0.076032
Best acc 0.004845 0.557870
Rule:Att PSSM_-3_3 is [<8.463241]|Att PSSM_-3_12 is [-5.722023,-3.107166]|Att PSSM_0_2 is [<-3.820246]|Att PSSM_0_4 is [<-3.736910]|Att PSSM_3_7 is [<-0.354787]|Att PSSM_4_2 is [<3.296705]|1
Accuracy : 0.776707
0	1	
154562	9518	
42875	27683	
Removed 1537 instances. 197437 Instances left. Acc of rule 0.004599-0.595316
Initialization: 5.887000
Memcpy Classifiers: 0.549000
Memcpy Instances: 7.924000
Kernel 1: 0.025000
Kernel 2: 96.736000
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005990 accuracy2:0.224638
Initialization: 6.732000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.949000
Kernel 1: 0.023000
Kernel 2: 104.856003
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.008103 0.492308 fi:0.605586. Ave ac:0.010124,0.013360
Initialization: 6.876000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.930000
Kernel 1: 0.024000
Kernel 2: 102.503998
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.006586 0.590909 fi:0.507697. Ave ac:0.012712,0.014441
Initialization: 5.948000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.383000
Kernel 1: 0.024000
Kernel 2: 104.294998
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.007852 0.563636 fi:0.534376. Ave ac:0.013050,0.015410
Initialization: 5.908000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.907000
Kernel 1: 0.023000
Kernel 2: 104.380997
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.005824 0.621622 fi:0.477343. Ave ac:0.013186,0.014628
Initialization: 5.890000
Memcpy Classifiers: 0.404000
Memcpy Instances: 7.913000
Kernel 1: 0.022000
Kernel 2: 100.446999
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.003293 0.722222 fi:0.456703. Ave ac:0.011245,0.012434
Initialization: 5.966000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.350000
Kernel 1: 0.023000
Kernel 2: 100.162003
Copyback: 0.018000
Sum: 0.030000
It 5,Best ac:0.005571 0.758621 fi:0.340463. Ave ac:0.011223,0.011219
Initialization: 5.961000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.931000
Kernel 1: 0.023000
Kernel 2: 101.252998
Copyback: 0.016000
Sum: 0.031000
It 6,Best ac:0.005065 0.714286 fi:0.385035. Ave ac:0.009802,0.009664
Initialization: 5.832000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.181000
Kernel 1: 0.023000
Kernel 2: 100.378998
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.003546 0.777778 fi:0.337987. Ave ac:0.010441,0.010237
Initialization: 5.933000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.946000
Kernel 1: 0.022000
Kernel 2: 100.202003
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.004813 0.760000 fi:0.339436. Ave ac:0.007791,0.007002
Initialization: 5.898000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.882000
Kernel 1: 0.025000
Kernel 2: 98.325996
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.005824 0.741935 fi:0.357029. Ave ac:0.007368,0.006876
Iteration 10:MDL fitness activated
Error 0.357029 TL 0.036910
MDL Theory Length Weight: 3.2243568916 (3)
Initialization: 5.992000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.918000
Kernel 1: 0.023000
Kernel 2: 100.449997
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.004557 0.782609 fi:0.464106. Ave ac:0.007209,0.006521
Initialization: 5.952000
Memcpy Classifiers: 0.448000
Memcpy Instances: 7.906000
Kernel 1: 0.024000
Kernel 2: 98.558998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.004051 0.800000 fi:0.383294. Ave ac:0.006790,0.006270
Initialization: 5.859000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.891000
Kernel 1: 0.022000
Kernel 2: 96.666000
Copyback: 0.021000
Sum: 0.036000
It 12,Best ac:0.008612 0.666667 fi:0.530809. Ave ac:0.007956,0.007253
Initialization: 5.899000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.881000
Kernel 1: 0.024000
Kernel 2: 97.500000
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.006837 0.710526 fi:0.458899. Ave ac:0.008466,0.007628
Initialization: 5.947000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.893000
Kernel 1: 0.024000
Kernel 2: 94.954002
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.005571 0.709677 fi:0.453799. Ave ac:0.008543,0.006710
Initialization: 5.910000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.958000
Kernel 1: 0.023000
Kernel 2: 95.232002
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.006077 0.800000 fi:0.411801. Ave ac:0.009618,0.007469
Initialization: 6.034000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.883000
Kernel 1: 0.024000
Kernel 2: 95.691002
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004052 0.800000 fi:0.398182. Ave ac:0.008022,0.006751
Initialization: 5.952000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.955000
Kernel 1: 0.024000
Kernel 2: 96.831001
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.004811 0.730769 fi:0.481669. Ave ac:0.006992,0.006483
Initialization: 5.962000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.372000
Kernel 1: 0.023000
Kernel 2: 95.049004
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.003798 0.714286 fi:0.493556. Ave ac:0.009590,0.008703
Initialization: 6.418000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.976000
Kernel 1: 0.023000
Kernel 2: 95.476997
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.006584 0.666667 fi:0.519585. Ave ac:0.008065,0.007691
Initialization: 5.909000
Memcpy Classifiers: 0.387000
Memcpy Instances: 7.914000
Kernel 1: 0.023000
Kernel 2: 93.973000
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.003544 0.777778 fi:0.453574. Ave ac:0.011313,0.009391
MDL Theory Length Weight: 2.9019212024 (10)
Initialization: 6.106000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.941000
Kernel 1: 0.023000
Kernel 2: 92.334000
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.004811 0.791667 fi:0.377344. Ave ac:0.012398,0.011023
Initialization: 5.969000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.884000
Kernel 1: 0.025000
Kernel 2: 96.098000
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.006331 0.757576 fi:0.423419. Ave ac:0.009914,0.008335
Initialization: 5.961000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.789000
Kernel 1: 0.022000
Kernel 2: 94.754997
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.003545 0.823529 fi:0.365250. Ave ac:0.008887,0.007029
Initialization: 5.854000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.956000
Kernel 1: 0.024000
Kernel 2: 92.228996
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.009119 0.750000 fi:0.416108. Ave ac:0.008446,0.007414
Initialization: 5.971000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.937000
Kernel 1: 0.024000
Kernel 2: 93.260002
Copyback: 0.018000
Sum: 0.035000
It 25,Best ac:0.003545 0.777778 fi:0.435356. Ave ac:0.008705,0.007300
Initialization: 5.939000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.359000
Kernel 1: 0.023000
Kernel 2: 94.607002
Copyback: 0.017000
Sum: 0.036000
It 26,Best ac:0.005318 0.807692 fi:0.382265. Ave ac:0.010117,0.008319
Initialization: 5.949000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.920000
Kernel 1: 0.023000
Kernel 2: 92.796997
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.003291 0.866667 fi:0.375556. Ave ac:0.009332,0.007371
Initialization: 6.204000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.027000
Kernel 1: 0.024000
Kernel 2: 91.369003
Copyback: 0.016000
Sum: 0.032000
It 28,Best ac:0.004305 0.894737 fi:0.292040. Ave ac:0.007718,0.005846
Initialization: 5.884000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.923000
Kernel 1: 0.024000
Kernel 2: 92.905998
Copyback: 0.016000
Sum: 0.032000
It 29,Best ac:0.006331 0.735294 fi:0.443926. Ave ac:0.005544,0.005093
Initialization: 6.476000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.807000
Kernel 1: 0.023000
Kernel 2: 87.509003
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.004053 0.761905 fi:0.421619. Ave ac:0.005945,0.004696
Initialization: 6.385000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.220000
Kernel 1: 0.023000
Kernel 2: 92.193001
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.004305 0.772727 fi:0.399440. Ave ac:0.007421,0.006450
Initialization: 6.113000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.923000
Kernel 1: 0.024000
Kernel 2: 89.280998
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.007595 0.750000 fi:0.411113. Ave ac:0.008173,0.006056
Initialization: 5.870000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.901000
Kernel 1: 0.023000
Kernel 2: 88.079002
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.006839 0.771429 fi:0.403222. Ave ac:0.007253,0.005341
Initialization: 28.120001
Memcpy Instances: 389.290009
Memcpy Classifiers: 0.071000
Kernel 1: 0.024000
Kernel 2: 532.172974
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 530.916992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 548.393005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 553.586975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 536.406982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 528.273010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.016000
Kernel 2: 523.994019
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 517.293030
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 530.560974
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 475.851013
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005825 0.635008 fi:0.526933. Ave ac:0.008906,0.026309
Best acc 0.005825 0.635008
Initialization: 6.084000
Memcpy Classifiers: 0.626000
Memcpy Instances: 7.908000
Kernel 1: 0.024000
Kernel 2: 96.223999
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005745 accuracy2:0.211198
Initialization: 5.986000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.909000
Kernel 1: 0.024000
Kernel 2: 104.209000
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.005572 0.423077 fi:0.676003. Ave ac:0.011198,0.014939
Initialization: 5.939000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.894000
Kernel 1: 0.025000
Kernel 2: 101.775002
Copyback: 0.016000
Sum: 0.031000
It 1,Best ac:0.004306 0.566667 fi:0.533007. Ave ac:0.012141,0.014008
Initialization: 5.920000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.425000
Kernel 1: 0.024000
Kernel 2: 99.328003
Copyback: 0.016000
Sum: 0.032000
It 2,Best ac:0.003797 0.600000 fi:0.499913. Ave ac:0.011387,0.012327
Initialization: 5.922000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.389000
Kernel 1: 0.023000
Kernel 2: 99.495003
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.007850 0.607843 fi:0.490169. Ave ac:0.011541,0.013518
Initialization: 5.857000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.130000
Kernel 1: 0.024000
Kernel 2: 101.303001
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.007092 0.595745 fi:0.502624. Ave ac:0.011665,0.013531
Initialization: 5.862000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.004000
Kernel 1: 0.023000
Kernel 2: 99.642998
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003798 0.681818 fi:0.418093. Ave ac:0.010330,0.011554
Initialization: 5.974000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.894000
Kernel 1: 0.024000
Kernel 2: 101.510002
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.004052 0.727273 fi:0.372522. Ave ac:0.010449,0.011234
Initialization: 5.912000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.891000
Kernel 1: 0.024000
Kernel 2: 101.533997
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.003545 0.823529 fi:0.293266. Ave ac:0.009887,0.010914
Initialization: 5.957000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.909000
Kernel 1: 0.023000
Kernel 2: 101.700996
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.003799 0.714286 fi:0.385625. Ave ac:0.008601,0.012891
Initialization: 6.363000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.955000
Kernel 1: 0.024000
Kernel 2: 98.742996
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.004305 0.629630 fi:0.470044. Ave ac:0.010251,0.011167
Iteration 10:MDL fitness activated
Error 0.470044 TL 0.029711
MDL Theory Length Weight: 5.2734455864 (3)
Initialization: 5.862000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.247000
Kernel 1: 0.023000
Kernel 2: 127.125999
Copyback: 0.024000
Sum: 0.036000
It 10,Best ac:0.008612 0.629630 fi:0.613853. Ave ac:0.010440,0.012914
Initialization: 5.903000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.292000
Kernel 1: 0.022000
Kernel 2: 95.802002
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.004053 0.727273 fi:0.519618. Ave ac:0.012435,0.015393
Initialization: 5.954000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.359000
Kernel 1: 0.023000
Kernel 2: 95.807999
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.003040 0.923077 fi:0.456013. Ave ac:0.011202,0.012187
Initialization: 5.978000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.886000
Kernel 1: 0.024000
Kernel 2: 94.727997
Copyback: 0.016000
Sum: 0.034000
It 13,Best ac:0.004305 0.680000 fi:0.538731. Ave ac:0.010018,0.010983
Initialization: 6.028000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.907000
Kernel 1: 0.024000
Kernel 2: 89.579002
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.003545 0.875000 fi:0.404099. Ave ac:0.010539,0.015241
Initialization: 5.974000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.912000
Kernel 1: 0.023000
Kernel 2: 88.029999
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.004811 0.760000 fi:0.454089. Ave ac:0.012664,0.016646
Initialization: 5.949000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.884000
Kernel 1: 0.024000
Kernel 2: 84.837997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.006329 0.714286 fi:0.504501. Ave ac:0.011051,0.014306
Initialization: 5.928000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.888000
Kernel 1: 0.023000
Kernel 2: 84.075996
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.004052 0.727273 fi:0.502309. Ave ac:0.010516,0.012701
Initialization: 5.904000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.424000
Kernel 1: 0.023000
Kernel 2: 83.515999
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.007850 0.756098 fi:0.456537. Ave ac:0.010243,0.013293
Initialization: 5.872000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.928000
Kernel 1: 0.023000
Kernel 2: 81.404999
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.005571 0.880000 fi:0.327817. Ave ac:0.011057,0.014581
Initialization: 5.959000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.918000
Kernel 1: 0.024000
Kernel 2: 79.265999
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.005316 0.724138 fi:0.486369. Ave ac:0.008417,0.009516
Initialization: 6.341000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.891000
Kernel 1: 0.024000
Kernel 2: 78.950996
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.003293 0.812500 fi:0.456334. Ave ac:0.008730,0.007649
Initialization: 5.946000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.879000
Kernel 1: 0.023000
Kernel 2: 77.106003
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004813 0.678571 fi:0.522378. Ave ac:0.009486,0.009590
Initialization: 5.895000
Memcpy Classifiers: 0.258000
Memcpy Instances: 8.049000
Kernel 1: 0.023000
Kernel 2: 76.981003
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.004813 0.703704 fi:0.504022. Ave ac:0.009624,0.010442
Initialization: 6.520000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.858000
Kernel 1: 0.022000
Kernel 2: 77.764000
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.004811 0.904762 fi:0.303410. Ave ac:0.009332,0.013026
Initialization: 5.870000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.924000
Kernel 1: 0.024000
Kernel 2: 77.546997
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.004559 0.818182 fi:0.368924. Ave ac:0.010588,0.011148
Initialization: 5.937000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.523000
Kernel 1: 0.022000
Kernel 2: 78.247002
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.004052 0.800000 fi:0.406479. Ave ac:0.008886,0.007129
Initialization: 5.945000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.890000
Kernel 1: 0.024000
Kernel 2: 77.654999
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.006332 0.862069 fi:0.347935. Ave ac:0.008071,0.006849
Initialization: 5.963000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.980000
Kernel 1: 0.022000
Kernel 2: 78.795998
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.004305 0.772727 fi:0.463706. Ave ac:0.006622,0.006465
Initialization: 5.908000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.935000
Kernel 1: 0.023000
Kernel 2: 79.524002
Copyback: 0.018000
Sum: 0.028000
It 29,Best ac:0.004306 0.772727 fi:0.446282. Ave ac:0.007474,0.010802
Initialization: 5.912000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.093000
Kernel 1: 0.022000
Kernel 2: 79.288002
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.003798 0.714286 fi:0.497287. Ave ac:0.007500,0.009221
Initialization: 5.968000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.899000
Kernel 1: 0.023000
Kernel 2: 80.024002
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.003798 0.833333 fi:0.357634. Ave ac:0.008454,0.009323
Initialization: 5.906000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.880000
Kernel 1: 0.023000
Kernel 2: 75.848000
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.006332 0.806452 fi:0.384458. Ave ac:0.007419,0.008184
Initialization: 5.949000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.924000
Kernel 1: 0.024000
Kernel 2: 76.920998
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.005065 0.769231 fi:0.423002. Ave ac:0.009084,0.011568
MDL Theory Length Weight: 4.7461010277 (10)
Initialization: 26.790001
Memcpy Instances: 392.298004
Memcpy Classifiers: 0.061000
Kernel 1: 0.025000
Kernel 2: 485.106995
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 481.110992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 489.510010
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 488.315002
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.052000
Kernel 1: 0.016000
Kernel 2: 499.041992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 492.833008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 499.695007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 490.319000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 484.789001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 430.319000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003839 0.619787 fi:0.580599. Ave ac:0.007715,0.023052
Best acc 0.003839 0.619787
Rule:Att PSSM_-2_4 is [<0.083834]|Att PSSM_-2_12 is [-6.678259,-1.592758]|Att PSSM_-2_15 is [-6.588447,5.830748]|Att PSSM_-1_4 is [<-1.758579]|Att PSSM_-1_10 is [-0.846913,5.282635]|Att PSSM_0_12 is [<-2.078449]|Att PSSM_2_7 is [<-1.805237]|1
Accuracy : 0.778791
0	1	
153901	10179	
41725	28833	
Removed 1811 instances. 195626 Instances left. Acc of rule 0.005825-0.635008
Initialization: 5.940000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.802000
Kernel 1: 0.026000
Kernel 2: 97.221001
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.005017 accuracy2:0.202464
Initialization: 5.963000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.811000
Kernel 1: 0.024000
Kernel 2: 101.602997
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.006133 0.461538 fi:0.637230. Ave ac:0.009711,0.013512
Initialization: 5.918000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.901000
Kernel 1: 0.023000
Kernel 2: 104.606003
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.006135 0.545455 fi:0.553310. Ave ac:0.011814,0.015142
Initialization: 5.953000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.904000
Kernel 1: 0.023000
Kernel 2: 106.670998
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.004857 0.633333 fi:0.466041. Ave ac:0.014305,0.016071
Initialization: 5.997000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.913000
Kernel 1: 0.023000
Kernel 2: 107.987999
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.008689 0.557377 fi:0.540173. Ave ac:0.013666,0.014451
Initialization: 5.897000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.568000
Kernel 1: 0.023000
Kernel 2: 107.507004
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.004089 0.666667 fi:0.433076. Ave ac:0.012744,0.013364
Initialization: 5.863000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.824000
Kernel 1: 0.024000
Kernel 2: 103.240997
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003579 0.636364 fi:0.463620. Ave ac:0.011906,0.011743
Initialization: 5.955000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.866000
Kernel 1: 0.024000
Kernel 2: 100.190002
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.003833 0.681818 fi:0.418046. Ave ac:0.010985,0.012508
Initialization: 5.991000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.282000
Kernel 1: 0.022000
Kernel 2: 97.480003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.004856 0.612903 fi:0.486474. Ave ac:0.008806,0.008398
Initialization: 5.934000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.821000
Kernel 1: 0.024000
Kernel 2: 96.805000
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.004857 0.826087 fi:0.273287. Ave ac:0.009847,0.010847
Initialization: 5.902000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.838000
Kernel 1: 0.023000
Kernel 2: 96.478996
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.004600 0.750000 fi:0.349499. Ave ac:0.009215,0.009799
Iteration 10:MDL fitness activated
Error 0.349499 TL 0.022727
MDL Theory Length Weight: 5.1260120455 (2)
Initialization: 5.935000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.803000
Kernel 1: 0.024000
Kernel 2: 94.209000
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.004857 0.760000 fi:0.452846. Ave ac:0.008624,0.009571
Initialization: 5.909000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.866000
Kernel 1: 0.024000
Kernel 2: 94.988998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.003578 0.823529 fi:0.427194. Ave ac:0.009267,0.009744
Initialization: 5.892000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.831000
Kernel 1: 0.024000
Kernel 2: 90.309998
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.007922 0.861111 fi:0.375154. Ave ac:0.008985,0.009605
Initialization: 5.953000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.986000
Kernel 1: 0.022000
Kernel 2: 86.547997
Copyback: 0.372000
Sum: 0.032000
It 13,Best ac:0.006645 0.722222 fi:0.536432. Ave ac:0.007295,0.008993
Initialization: 5.962000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.832000
Kernel 1: 0.024000
Kernel 2: 86.343002
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.005879 0.718750 fi:0.556170. Ave ac:0.007829,0.011713
Initialization: 5.923000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.848000
Kernel 1: 0.024000
Kernel 2: 86.175003
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.004601 0.720000 fi:0.505843. Ave ac:0.006758,0.007754
Initialization: 5.946000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.812000
Kernel 1: 0.023000
Kernel 2: 86.585999
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.005111 0.689655 fi:0.550891. Ave ac:0.008438,0.010078
Initialization: 5.853000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.891000
Kernel 1: 0.023000
Kernel 2: 86.825996
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.002811 0.916667 fi:0.439424. Ave ac:0.009584,0.011325
Initialization: 5.878000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.859000
Kernel 1: 0.022000
Kernel 2: 85.227997
Copyback: 0.016000
Sum: 0.029000
It 18,Best ac:0.007669 0.731707 fi:0.477266. Ave ac:0.009467,0.010880
Initialization: 5.860000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.821000
Kernel 1: 0.023000
Kernel 2: 80.653000
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.006391 0.757576 fi:0.453486. Ave ac:0.010097,0.009073
Initialization: 6.049000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.165000
Kernel 1: 0.023000
Kernel 2: 80.975998
Copyback: 0.023000
Sum: 0.040000
It 20,Best ac:0.004089 0.888889 fi:0.359202. Ave ac:0.007692,0.006529
Initialization: 5.884000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.809000
Kernel 1: 0.024000
Kernel 2: 76.565002
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.003578 0.875000 fi:0.356490. Ave ac:0.006262,0.005044
Initialization: 5.895000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.343000
Kernel 1: 0.022000
Kernel 2: 76.311996
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.003834 0.714286 fi:0.498292. Ave ac:0.006032,0.005027
Initialization: 6.472000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.819000
Kernel 1: 0.022000
Kernel 2: 77.487000
Copyback: 0.017000
Sum: 0.039000
It 23,Best ac:0.005624 0.785714 fi:0.445710. Ave ac:0.006113,0.004838
Initialization: 5.903000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.823000
Kernel 1: 0.023000
Kernel 2: 78.235001
Copyback: 0.018000
Sum: 0.035000
It 24,Best ac:0.004344 0.809524 fi:0.416444. Ave ac:0.007582,0.006250
Initialization: 5.867000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.809000
Kernel 1: 0.024000
Kernel 2: 76.981003
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.003578 0.777778 fi:0.438219. Ave ac:0.007269,0.005573
Initialization: 6.438000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.848000
Kernel 1: 0.023000
Kernel 2: 76.384003
Copyback: 0.017000
Sum: 0.036000
It 26,Best ac:0.004600 0.782609 fi:0.425762. Ave ac:0.007944,0.005934
Initialization: 5.853000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.806000
Kernel 1: 0.024000
Kernel 2: 75.372002
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.003578 0.736842 fi:0.482362. Ave ac:0.006341,0.004864
Initialization: 5.907000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.849000
Kernel 1: 0.024000
Kernel 2: 75.403999
Copyback: 0.016000
Sum: 0.031000
It 28,Best ac:0.005879 0.766667 fi:0.437291. Ave ac:0.006689,0.005749
Initialization: 5.883000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.937000
Kernel 1: 0.023000
Kernel 2: 75.922997
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.007924 0.673913 fi:0.503740. Ave ac:0.007899,0.005648
Initialization: 5.979000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.844000
Kernel 1: 0.024000
Kernel 2: 78.000000
Copyback: 0.020000
Sum: 0.035000
It 30,Best ac:0.003322 0.650000 fi:0.599559. Ave ac:0.006242,0.006601
MDL Theory Length Weight: 4.6134108409 (10)
Initialization: 5.919000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.118000
Kernel 1: 0.023000
Kernel 2: 81.630997
Copyback: 0.016000
Sum: 0.030000
It 31,Best ac:0.003834 0.833333 fi:0.367973. Ave ac:0.010702,0.010749
Initialization: 5.908000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.818000
Kernel 1: 0.023000
Kernel 2: 76.239998
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.005624 0.687500 fi:0.512653. Ave ac:0.007698,0.006569
Initialization: 5.847000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.952000
Kernel 1: 0.022000
Kernel 2: 78.059998
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.005112 0.800000 fi:0.412229. Ave ac:0.009725,0.007822
Initialization: 27.375000
Memcpy Instances: 386.770996
Memcpy Classifiers: 0.072000
Kernel 1: 0.027000
Kernel 2: 516.453003
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 519.453003
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 508.979004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 519.109009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 519.643005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 526.793030
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.069000
Kernel 1: 0.018000
Kernel 2: 511.444000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 527.763977
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 530.007996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 377.494995
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005751 0.571646 fi:0.621867. Ave ac:0.009217,0.027185
Best acc 0.005751 0.571646
Initialization: 5.967000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.806000
Kernel 1: 0.025000
Kernel 2: 95.748001
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005631 accuracy2:0.213281
Initialization: 6.427000
Memcpy Classifiers: 0.490000
Memcpy Instances: 7.835000
Kernel 1: 0.023000
Kernel 2: 103.910004
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.010736 0.482759 fi:0.613811. Ave ac:0.010787,0.015018
Initialization: 5.980000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.808000
Kernel 1: 0.024000
Kernel 2: 102.387001
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.003834 0.468750 fi:0.631112. Ave ac:0.012283,0.015819
Initialization: 5.927000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.817000
Kernel 1: 0.024000
Kernel 2: 102.615997
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.012267 0.516129 fi:0.579716. Ave ac:0.011890,0.012741
Initialization: 5.856000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.818000
Kernel 1: 0.023000
Kernel 2: 99.276001
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.004856 0.558824 fi:0.540553. Ave ac:0.011279,0.011801
Initialization: 5.930000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.809000
Kernel 1: 0.024000
Kernel 2: 102.779999
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.006645 0.590909 fi:0.507615. Ave ac:0.012578,0.012623
Initialization: 6.198000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.916000
Kernel 1: 0.023000
Kernel 2: 99.668999
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.003833 0.652174 fi:0.447690. Ave ac:0.011395,0.011577
Initialization: 6.820000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.102000
Kernel 1: 0.023000
Kernel 2: 98.596001
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.005111 0.769231 fi:0.330024. Ave ac:0.013453,0.013891
Initialization: 5.889000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.860000
Kernel 1: 0.023000
Kernel 2: 97.459000
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.003833 0.714286 fi:0.385578. Ave ac:0.011868,0.011921
Initialization: 5.929000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.806000
Kernel 1: 0.025000
Kernel 2: 98.446999
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.004600 0.692308 fi:0.407191. Ave ac:0.009120,0.009548
Initialization: 5.886000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.843000
Kernel 1: 0.024000
Kernel 2: 98.733002
Copyback: 0.016000
Sum: 0.035000
It 9,Best ac:0.006646 0.722222 fi:0.376298. Ave ac:0.008493,0.008944
Iteration 10:MDL fitness activated
Error 0.376298 TL 0.026088
MDL Theory Length Weight: 4.8080829266 (4)
Initialization: 5.888000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.825000
Kernel 1: 0.024000
Kernel 2: 97.643997
Copyback: 0.019000
Sum: 0.035000
It 10,Best ac:0.004601 0.620690 fi:0.619193. Ave ac:0.007392,0.006710
Initialization: 5.885000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.889000
Kernel 1: 0.023000
Kernel 2: 97.167999
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.006900 0.613636 fi:0.580127. Ave ac:0.009357,0.010141
Initialization: 5.842000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.868000
Kernel 1: 0.023000
Kernel 2: 93.822998
Copyback: 0.016000
Sum: 0.037000
It 12,Best ac:0.008180 0.695652 fi:0.500098. Ave ac:0.009774,0.011625
Initialization: 5.935000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.806000
Kernel 1: 0.024000
Kernel 2: 93.917000
Copyback: 0.016000
Sum: 0.033000
It 13,Best ac:0.006391 0.781250 fi:0.452035. Ave ac:0.009935,0.011337
Initialization: 5.923000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.837000
Kernel 1: 0.024000
Kernel 2: 90.741997
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.004856 0.730769 fi:0.488355. Ave ac:0.008988,0.009457
Initialization: 5.829000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.839000
Kernel 1: 0.024000
Kernel 2: 86.658997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.003579 0.777778 fi:0.426449. Ave ac:0.009079,0.009426
Initialization: 5.845000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.895000
Kernel 1: 0.024000
Kernel 2: 83.460999
Copyback: 0.018000
Sum: 0.038000
It 16,Best ac:0.005624 0.814815 fi:0.458598. Ave ac:0.010373,0.009262
Initialization: 5.920000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.632000
Kernel 1: 0.023000
Kernel 2: 82.634003
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.004090 0.800000 fi:0.460945. Ave ac:0.008461,0.007518
Initialization: 5.898000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.839000
Kernel 1: 0.023000
Kernel 2: 83.334999
Copyback: 0.016000
Sum: 0.032000
It 18,Best ac:0.005112 0.714286 fi:0.504830. Ave ac:0.009295,0.009502
Initialization: 5.871000
Memcpy Classifiers: 0.313000
Memcpy Instances: 7.804000
Kernel 1: 0.023000
Kernel 2: 81.658997
Copyback: 0.019000
Sum: 0.032000
It 19,Best ac:0.004857 0.863636 fi:0.364544. Ave ac:0.013271,0.012843
Initialization: 5.885000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.867000
Kernel 1: 0.023000
Kernel 2: 79.792000
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.006646 0.764706 fi:0.451093. Ave ac:0.011031,0.013103
Initialization: 5.859000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.838000
Kernel 1: 0.023000
Kernel 2: 80.977997
Copyback: 0.018000
Sum: 0.031000
It 21,Best ac:0.007411 0.763158 fi:0.438497. Ave ac:0.009826,0.012391
Initialization: 5.830000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.890000
Kernel 1: 0.024000
Kernel 2: 79.321999
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004600 0.782609 fi:0.434704. Ave ac:0.010212,0.011870
Initialization: 6.093000
Memcpy Classifiers: 1.111000
Memcpy Instances: 8.143000
Kernel 1: 0.023000
Kernel 2: 77.856003
Copyback: 0.016000
Sum: 0.032000
It 23,Best ac:0.004857 0.730769 fi:0.518968. Ave ac:0.008155,0.012971
Initialization: 5.894000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.878000
Kernel 1: 0.024000
Kernel 2: 75.718002
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.003833 0.789474 fi:0.430254. Ave ac:0.012518,0.016593
Initialization: 5.851000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.258000
Kernel 1: 0.023000
Kernel 2: 75.653999
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.007156 0.800000 fi:0.369359. Ave ac:0.015164,0.019553
Initialization: 6.362000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.844000
Kernel 1: 0.023000
Kernel 2: 75.427002
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.003833 0.714286 fi:0.500375. Ave ac:0.009755,0.012413
Initialization: 5.935000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.807000
Kernel 1: 0.023000
Kernel 2: 75.402000
Copyback: 0.018000
Sum: 0.033000
It 27,Best ac:0.003833 0.882353 fi:0.323344. Ave ac:0.011994,0.015062
Initialization: 5.887000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.907000
Kernel 1: 0.022000
Kernel 2: 74.431000
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.005368 0.750000 fi:0.460792. Ave ac:0.009617,0.012201
Initialization: 5.915000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.308000
Kernel 1: 0.022000
Kernel 2: 75.179001
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.003579 0.777778 fi:0.403573. Ave ac:0.009332,0.010124
Initialization: 5.898000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.996000
Kernel 1: 0.023000
Kernel 2: 77.529999
Copyback: 0.018000
Sum: 0.031000
It 30,Best ac:0.003833 0.833333 fi:0.349210. Ave ac:0.008865,0.009385
Initialization: 5.829000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.911000
Kernel 1: 0.023000
Kernel 2: 78.281998
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.004600 0.692308 fi:0.484712. Ave ac:0.009603,0.011352
Initialization: 6.120000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.806000
Kernel 1: 0.024000
Kernel 2: 76.344002
Copyback: 0.018000
Sum: 0.031000
It 32,Best ac:0.005111 0.714286 fi:0.463573. Ave ac:0.009350,0.011326
Initialization: 5.877000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.844000
Kernel 1: 0.023000
Kernel 2: 78.572998
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.003578 0.777778 fi:0.413129. Ave ac:0.008527,0.010452
Initialization: 28.687000
Memcpy Instances: 386.169006
Memcpy Classifiers: 0.063000
Kernel 1: 0.023000
Kernel 2: 500.181000
Copyback: 0.368000
Sum: 0.016000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 486.510010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 479.566986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 480.615997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 503.643005
Copyback: 0.017000
Sum: 0.005000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 494.953003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 498.654999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 504.278015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 491.173004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 376.851990
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.005204 0.585394 fi:0.617312. Ave ac:0.008069,0.023964
Best acc 0.005204 0.585394
Rule:Att PSSM_-3_7 is [-4.108721,5.372693]|Att PSSM_0_4 is [-6.323667,-2.556063]|Att PSSM_0_6 is [<-2.443611]|Att PSSM_0_15 is [-6.795880,-1.204119]|Att PSSM_1_13 is [>-0.300714]|Att PSSM_1_20 is [>-1.997573]|Att PSSM_4_12 is [<-1.703518]|1
Accuracy : 0.780057
0	1	
153180	10900	
40707	29851	
Removed 1739 instances. 193887 Instances left. Acc of rule 0.005204-0.585394
Initialization: 5.934000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.259000
Kernel 1: 0.025000
Kernel 2: 94.934998
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.005206 accuracy2:0.199347
Initialization: 5.822000
Memcpy Classifiers: 0.536000
Memcpy Instances: 7.804000
Kernel 1: 0.021000
Kernel 2: 100.489998
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.006704 0.553191 fi:0.545251. Ave ac:0.009973,0.013158
Initialization: 5.883000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.780000
Kernel 1: 0.024000
Kernel 2: 103.607002
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.003610 0.538462 fi:0.561482. Ave ac:0.012925,0.015593
Initialization: 5.817000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.825000
Kernel 1: 0.023000
Kernel 2: 103.151001
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.003610 0.636364 fi:0.463580. Ave ac:0.013497,0.017092
Initialization: 5.896000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.793000
Kernel 1: 0.024000
Kernel 2: 101.600998
Copyback: 0.016000
Sum: 0.028000
It 3,Best ac:0.006190 0.558140 fi:0.540553. Ave ac:0.010719,0.012709
Initialization: 5.848000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.728000
Kernel 1: 0.024000
Kernel 2: 99.160004
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.004385 0.586207 fi:0.513360. Ave ac:0.009058,0.009911
Initialization: 5.888000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.733000
Kernel 1: 0.024000
Kernel 2: 97.875999
Copyback: 0.371000
Sum: 0.032000
It 5,Best ac:0.007994 0.645833 fi:0.451985. Ave ac:0.009040,0.010176
Initialization: 5.898000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.800000
Kernel 1: 0.024000
Kernel 2: 98.412003
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.005674 0.687500 fi:0.411442. Ave ac:0.009121,0.008941
Initialization: 5.932000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.770000
Kernel 1: 0.023000
Kernel 2: 95.871002
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003868 0.714286 fi:0.385531. Ave ac:0.008887,0.008536
Initialization: 5.835000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.787000
Kernel 1: 0.023000
Kernel 2: 94.081001
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.005157 0.689655 fi:0.409537. Ave ac:0.007461,0.007385
Initialization: 5.790000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.811000
Kernel 1: 0.023000
Kernel 2: 95.669998
Copyback: 0.016000
Sum: 0.030000
It 9,Best ac:0.004899 0.703704 fi:0.395614. Ave ac:0.006834,0.007343
Iteration 10:MDL fitness activated
Error 0.395614 TL 0.036924
MDL Theory Length Weight: 3.5713751534 (3)
Initialization: 5.869000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.814000
Kernel 1: 0.023000
Kernel 2: 97.788002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.007222 0.756757 fi:0.458731. Ave ac:0.008517,0.008531
Initialization: 5.880000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.744000
Kernel 1: 0.023000
Kernel 2: 97.056999
Copyback: 0.018000
Sum: 0.032000
It 11,Best ac:0.003869 0.681818 fi:0.555257. Ave ac:0.007825,0.007756
Initialization: 5.818000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.765000
Kernel 1: 0.022000
Kernel 2: 96.502998
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.011349 0.676923 fi:0.522718. Ave ac:0.008520,0.008898
Initialization: 5.863000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.728000
Kernel 1: 0.023000
Kernel 2: 96.457001
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.005674 0.733333 fi:0.487803. Ave ac:0.009354,0.008085
Initialization: 6.596000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.746000
Kernel 1: 0.024000
Kernel 2: 93.081001
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.006189 0.750000 fi:0.454993. Ave ac:0.009213,0.007840
Initialization: 5.859000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.731000
Kernel 1: 0.023000
Kernel 2: 88.857002
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004126 0.695652 fi:0.538702. Ave ac:0.007169,0.006406
Initialization: 5.814000
Memcpy Classifiers: 0.386000
Memcpy Instances: 7.764000
Kernel 1: 0.024000
Kernel 2: 87.644997
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004385 0.739130 fi:0.466198. Ave ac:0.009061,0.008712
Initialization: 5.884000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.735000
Kernel 1: 0.024000
Kernel 2: 88.013000
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.004901 0.703704 fi:0.506433. Ave ac:0.008180,0.007414
Initialization: 5.816000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.798000
Kernel 1: 0.024000
Kernel 2: 85.850998
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.003094 0.923077 fi:0.386690. Ave ac:0.007858,0.006767
Initialization: 6.327000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.745000
Kernel 1: 0.023000
Kernel 2: 87.991997
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.003610 0.700000 fi:0.497561. Ave ac:0.007080,0.005440
Initialization: 5.868000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.744000
Kernel 1: 0.024000
Kernel 2: 87.712997
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.004640 0.782609 fi:0.421117. Ave ac:0.008484,0.006999
Initialization: 5.827000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.279000
Kernel 1: 0.023000
Kernel 2: 85.844002
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.004127 0.761905 fi:0.432181. Ave ac:0.008666,0.006522
Initialization: 5.853000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.832000
Kernel 1: 0.024000
Kernel 2: 83.538002
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.006447 0.735294 fi:0.475495. Ave ac:0.006863,0.005621
Initialization: 5.871000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.740000
Kernel 1: 0.024000
Kernel 2: 83.766998
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.008510 0.687500 fi:0.516368. Ave ac:0.007705,0.006667
Initialization: 5.871000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.276000
Kernel 1: 0.023000
Kernel 2: 82.070999
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.004642 0.818182 fi:0.392080. Ave ac:0.009394,0.008833
Initialization: 5.849000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.726000
Kernel 1: 0.024000
Kernel 2: 78.822998
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.003868 0.750000 fi:0.456131. Ave ac:0.007549,0.006999
Initialization: 5.867000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.734000
Kernel 1: 0.023000
Kernel 2: 77.472000
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.006962 0.771429 fi:0.412660. Ave ac:0.009536,0.008714
Initialization: 5.838000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.777000
Kernel 1: 0.023000
Kernel 2: 75.165001
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.004899 0.826087 fi:0.371536. Ave ac:0.008818,0.007176
Initialization: 5.863000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.732000
Kernel 1: 0.024000
Kernel 2: 76.122002
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.003867 0.750000 fi:0.447344. Ave ac:0.006455,0.005319
Initialization: 5.819000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.770000
Kernel 1: 0.024000
Kernel 2: 76.932999
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.003868 0.714286 fi:0.493682. Ave ac:0.006602,0.005607
Initialization: 6.125000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.733000
Kernel 1: 0.023000
Kernel 2: 77.338997
Copyback: 0.018000
Sum: 0.033000
It 30,Best ac:0.007478 0.878788 fi:0.340841. Ave ac:0.008642,0.007173
Initialization: 5.903000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.797000
Kernel 1: 0.023000
Kernel 2: 77.677002
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.003610 0.933333 fi:0.275456. Ave ac:0.006579,0.006523
Initialization: 5.801000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.752000
Kernel 1: 0.023000
Kernel 2: 77.887001
Copyback: 0.016000
Sum: 0.032000
It 32,Best ac:0.003868 0.882353 fi:0.326125. Ave ac:0.008198,0.007028
Initialization: 5.935000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.525000
Kernel 1: 0.022000
Kernel 2: 76.722000
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.004384 0.772727 fi:0.427641. Ave ac:0.004759,0.004080
Initialization: 27.247000
Memcpy Instances: 384.194000
Memcpy Classifiers: 0.071000
Kernel 1: 0.024000
Kernel 2: 535.132996
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 532.448975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 510.114990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 530.835999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 524.918030
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.019000
Kernel 2: 520.702026
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 536.398987
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 527.552002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 537.643005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 247.223007
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004343 0.594213 fi:0.613522. Ave ac:0.007293,0.021371
Best acc 0.004343 0.594213
Initialization: 6.148000
Memcpy Classifiers: 0.525000
Memcpy Instances: 7.782000
Kernel 1: 0.024000
Kernel 2: 95.959999
Copyback: 0.025000
Sum: 0.054000
Initial population average accuracy1:0.005387 accuracy2:0.211541
Initialization: 5.902000
Memcpy Classifiers: 0.474000
Memcpy Instances: 7.730000
Kernel 1: 0.024000
Kernel 2: 100.876999
Copyback: 0.020000
Sum: 0.052000
It 0,Best ac:0.004384 0.485714 fi:0.613853. Ave ac:0.010792,0.015185
Initialization: 5.775000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.773000
Kernel 1: 0.024000
Kernel 2: 102.932999
Copyback: 0.020000
Sum: 0.032000
It 1,Best ac:0.003867 0.555556 fi:0.544264. Ave ac:0.014398,0.016341
Initialization: 5.784000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.845000
Kernel 1: 0.022000
Kernel 2: 102.079002
Copyback: 0.018000
Sum: 0.030000
It 2,Best ac:0.002578 0.833333 fi:0.502522. Ave ac:0.012867,0.013783
Initialization: 5.782000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.724000
Kernel 1: 0.024000
Kernel 2: 102.482002
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.003868 0.600000 fi:0.499817. Ave ac:0.014237,0.015057
Initialization: 5.850000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.726000
Kernel 1: 0.024000
Kernel 2: 98.961998
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.004899 0.575758 fi:0.523563. Ave ac:0.013490,0.014349
Initialization: 5.791000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.875000
Kernel 1: 0.024000
Kernel 2: 98.633003
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003611 0.636364 fi:0.463578. Ave ac:0.013229,0.014612
Initialization: 5.855000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.939000
Kernel 1: 0.022000
Kernel 2: 96.449997
Copyback: 0.022000
Sum: 0.028000
It 6,Best ac:0.003094 0.750000 fi:0.452047. Ave ac:0.013159,0.014740
Initialization: 5.843000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.739000
Kernel 1: 0.024000
Kernel 2: 95.883003
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.003352 0.722222 fi:0.413329. Ave ac:0.013567,0.015843
Initialization: 5.820000
Memcpy Classifiers: 0.396000
Memcpy Instances: 8.827000
Kernel 1: 0.023000
Kernel 2: 92.023003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003868 0.625000 fi:0.474817. Ave ac:0.010649,0.012121
Initialization: 5.817000
Memcpy Classifiers: 0.387000
Memcpy Instances: 7.754000
Kernel 1: 0.023000
Kernel 2: 91.677002
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.006704 0.650000 fi:0.448443. Ave ac:0.008818,0.010098
Iteration 10:MDL fitness activated
Error 0.448443 TL 0.029422
MDL Theory Length Weight: 5.0806456020 (3)
Initialization: 5.841000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.775000
Kernel 1: 0.024000
Kernel 2: 93.871002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004901 0.703704 fi:0.553841. Ave ac:0.008762,0.008657
Initialization: 5.786000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.965000
Kernel 1: 0.023000
Kernel 2: 88.819000
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.005673 0.758621 fi:0.519808. Ave ac:0.009236,0.008630
Initialization: 5.799000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.787000
Kernel 1: 0.022000
Kernel 2: 86.162003
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.003869 0.833333 fi:0.428390. Ave ac:0.010093,0.010453
Initialization: 6.290000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.934000
Kernel 1: 0.024000
Kernel 2: 83.786003
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.004384 0.809524 fi:0.489490. Ave ac:0.007349,0.006738
Initialization: 6.154000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.563000
Kernel 1: 0.022000
Kernel 2: 86.463997
Copyback: 0.018000
Sum: 0.037000
It 14,Best ac:0.003611 0.875000 fi:0.383768. Ave ac:0.010388,0.009193
Initialization: 5.839000
Memcpy Classifiers: 0.344000
Memcpy Instances: 7.752000
Kernel 1: 0.023000
Kernel 2: 82.699997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.004385 0.772727 fi:0.462037. Ave ac:0.008838,0.006992
Initialization: 6.114000
Memcpy Classifiers: 0.326000
Memcpy Instances: 7.916000
Kernel 1: 0.023000
Kernel 2: 81.130997
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.005157 0.800000 fi:0.457857. Ave ac:0.008169,0.006887
Initialization: 5.962000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.740000
Kernel 1: 0.024000
Kernel 2: 80.917999
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.003095 0.800000 fi:0.538828. Ave ac:0.007705,0.006373
Initialization: 5.800000
Memcpy Classifiers: 0.319000
Memcpy Instances: 8.497000
Kernel 1: 0.023000
Kernel 2: 80.425003
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.004127 0.761905 fi:0.455794. Ave ac:0.008684,0.006646
Initialization: 6.147000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.747000
Kernel 1: 0.022000
Kernel 2: 78.893997
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.003869 0.937500 fi:0.268992. Ave ac:0.008525,0.006824
Initialization: 5.853000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.734000
Kernel 1: 0.023000
Kernel 2: 77.982002
Copyback: 0.021000
Sum: 0.035000
It 20,Best ac:0.006962 0.692308 fi:0.543271. Ave ac:0.006376,0.006939
Initialization: 5.842000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.766000
Kernel 1: 0.024000
Kernel 2: 80.703003
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.003351 0.812500 fi:0.469491. Ave ac:0.010233,0.008207
Initialization: 5.978000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.927000
Kernel 1: 0.023000
Kernel 2: 78.100998
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.008252 0.711111 fi:0.508906. Ave ac:0.009201,0.007527
Initialization: 5.808000
Memcpy Classifiers: 0.376000
Memcpy Instances: 7.731000
Kernel 1: 0.024000
Kernel 2: 77.829002
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.003611 0.823529 fi:0.402119. Ave ac:0.007820,0.006990
Initialization: 5.851000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.246000
Kernel 1: 0.023000
Kernel 2: 77.521004
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.006189 0.774194 fi:0.416778. Ave ac:0.010686,0.010351
Initialization: 6.490000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.770000
Kernel 1: 0.023000
Kernel 2: 78.361000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.003611 0.933333 fi:0.326637. Ave ac:0.008879,0.008024
Initialization: 6.324000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.077000
Kernel 1: 0.023000
Kernel 2: 77.825996
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.006447 0.925926 fi:0.313134. Ave ac:0.008772,0.006676
Initialization: 6.567000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.768000
Kernel 1: 0.024000
Kernel 2: 75.283997
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.004899 0.863636 fi:0.353688. Ave ac:0.006769,0.005787
Initialization: 5.833000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.742000
Kernel 1: 0.024000
Kernel 2: 75.890999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.003868 0.937500 fi:0.286049. Ave ac:0.005975,0.003843
MDL Theory Length Weight: 4.5725810418 (10)
Initialization: 5.819000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.275000
Kernel 1: 0.023000
Kernel 2: 73.613998
Copyback: 0.018000
Sum: 0.032000
It 29,Best ac:0.005157 0.800000 fi:0.410256. Ave ac:0.005398,0.003712
Initialization: 5.865000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.762000
Kernel 1: 0.024000
Kernel 2: 74.969002
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.003611 0.777778 fi:0.455746. Ave ac:0.004905,0.004017
Initialization: 5.859000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.732000
Kernel 1: 0.024000
Kernel 2: 73.152000
Copyback: 0.017000
Sum: 0.036000
It 31,Best ac:0.003352 0.812500 fi:0.446294. Ave ac:0.005939,0.004419
Initialization: 5.892000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.773000
Kernel 1: 0.024000
Kernel 2: 74.392998
Copyback: 0.371000
Sum: 0.032000
It 32,Best ac:0.003611 0.875000 fi:0.337055. Ave ac:0.006287,0.003794
Initialization: 5.830000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.734000
Kernel 1: 0.023000
Kernel 2: 74.194000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.003352 0.866667 fi:0.402042. Ave ac:0.006925,0.005054
Initialization: 27.187000
Memcpy Instances: 388.080994
Memcpy Classifiers: 0.066000
Kernel 1: 0.023000
Kernel 2: 506.205994
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 487.776001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 505.140015
Copyback: 0.021000
Sum: 0.005000
Memcpy Classifiers: 0.066000
Kernel 1: 0.020000
Kernel 2: 486.253998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 500.221008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 503.260010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 507.648987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 499.638000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 499.130005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 225.537994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.035191 0.626308 fi:0.583617. Ave ac:0.006244,0.017923
Best acc 0.035191 0.626308
Rule:Att PSSM_-1_12 is [-6.651998,-2.339286]|Att PSSM_0_7 is [<-1.202513]|Att PSSM_0_12 is [<-1.126572]|Att PSSM_0_15 is [-4.106795,-0.523084]|Att PSSM_1_6 is [<-1.813852]|Att PSSM_2_12 is [<-1.570334]|Att PSSM_4_19 is [-5.498907,6.216032]|1
Accuracy : 0.782277
0	1	
152394	11686	
39400	31158	
Removed 2093 instances. 191794 Instances left. Acc of rule 0.035191-0.626308
Initialization: 5.917000
Memcpy Classifiers: 0.577000
Memcpy Instances: 7.673000
Kernel 1: 0.026000
Kernel 2: 94.818001
Copyback: 0.018000
Sum: 0.042000
Initial population average accuracy1:0.006277 accuracy2:0.203988
Initialization: 6.308000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.013000
Kernel 1: 0.024000
Kernel 2: 100.580002
Copyback: 0.016000
Sum: 0.042000
It 0,Best ac:0.004171 0.500000 fi:0.599626. Ave ac:0.010096,0.013493
Initialization: 5.785000
Memcpy Classifiers: 0.951000
Memcpy Instances: 7.681000
Kernel 1: 0.022000
Kernel 2: 102.272003
Copyback: 0.024000
Sum: 0.036000
It 1,Best ac:0.007039 0.540000 fi:0.558207. Ave ac:0.012631,0.014489
Initialization: 5.747000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.454000
Kernel 1: 0.023000
Kernel 2: 99.269997
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.004953 0.703704 fi:0.395535. Ave ac:0.011608,0.014492
Initialization: 5.825000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.128000
Kernel 1: 0.023000
Kernel 2: 99.114998
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.003389 0.590909 fi:0.516120. Ave ac:0.011631,0.015946
Initialization: 5.760000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.850000
Kernel 1: 0.023000
Kernel 2: 97.192001
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.004692 0.580645 fi:0.518723. Ave ac:0.012408,0.015009
Initialization: 6.088000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.900000
Kernel 1: 0.023000
Kernel 2: 97.067001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.009385 0.782609 fi:0.314436. Ave ac:0.014116,0.017757
Initialization: 6.330000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.968000
Kernel 1: 0.023000
Kernel 2: 93.778000
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.005996 0.657143 fi:0.441580. Ave ac:0.010975,0.012122
Initialization: 5.812000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.688000
Kernel 1: 0.023000
Kernel 2: 92.301003
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.004171 0.727273 fi:0.372353. Ave ac:0.009236,0.011089
Initialization: 5.849000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.728000
Kernel 1: 0.041000
Kernel 2: 92.146004
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.003910 0.681818 fi:0.417937. Ave ac:0.009310,0.012684
Initialization: 5.938000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.668000
Kernel 1: 0.024000
Kernel 2: 92.334000
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.004432 0.739130 fi:0.360367. Ave ac:0.009001,0.009373
Iteration 10:MDL fitness activated
Error 0.360367 TL 0.017234
MDL Theory Length Weight: 6.9701288958 (5)
Initialization: 8.238000
Memcpy Classifiers: 0.462000
Memcpy Instances: 24.107000
Kernel 1: 0.023000
Kernel 2: 91.288002
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.003910 0.937500 fi:0.358403. Ave ac:0.008095,0.013275
Initialization: 6.259000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.655000
Kernel 1: 0.024000
Kernel 2: 90.207001
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003128 0.800000 fi:0.582686. Ave ac:0.008787,0.011679
Initialization: 5.824000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.858000
Kernel 1: 0.024000
Kernel 2: 87.490997
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.005996 0.657143 fi:0.507856. Ave ac:0.010343,0.014040
Initialization: 5.817000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.753000
Kernel 1: 0.023000
Kernel 2: 82.278000
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.003390 0.619048 fi:0.608650. Ave ac:0.009886,0.016971
Initialization: 5.726000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.643000
Kernel 1: 0.024000
Kernel 2: 82.161003
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.003389 0.722222 fi:0.513969. Ave ac:0.012417,0.018212
Initialization: 5.743000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.140000
Kernel 1: 0.022000
Kernel 2: 80.286003
Copyback: 0.017000
Sum: 0.025000
It 15,Best ac:0.004954 0.904762 fi:0.315146. Ave ac:0.011666,0.015412
Initialization: 5.784000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.721000
Kernel 1: 0.023000
Kernel 2: 79.170998
Copyback: 0.019000
Sum: 0.023000
It 16,Best ac:0.003389 0.866667 fi:0.392685. Ave ac:0.012281,0.022054
Initialization: 5.807000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.646000
Kernel 1: 0.024000
Kernel 2: 76.692001
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.008081 0.659574 fi:0.548401. Ave ac:0.013446,0.026008
Initialization: 7.339000
Memcpy Classifiers: 0.247000
Memcpy Instances: 9.121000
Kernel 1: 0.023000
Kernel 2: 78.318001
Copyback: 0.017000
Sum: 0.022000
It 18,Best ac:0.005214 0.645161 fi:0.543424. Ave ac:0.014017,0.026899
Initialization: 5.770000
Memcpy Classifiers: 0.310000
Memcpy Instances: 7.811000
Kernel 1: 0.023000
Kernel 2: 76.174004
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.005474 0.777778 fi:0.420104. Ave ac:0.014220,0.024239
Initialization: 5.740000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.692000
Kernel 1: 0.023000
Kernel 2: 77.635002
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.003910 0.833333 fi:0.388647. Ave ac:0.008575,0.011594
Initialization: 5.790000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.868000
Kernel 1: 0.024000
Kernel 2: 77.674004
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.004171 0.695652 fi:0.516169. Ave ac:0.009896,0.013456
Initialization: 5.756000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.740000
Kernel 1: 0.023000
Kernel 2: 74.087997
Copyback: 0.017000
Sum: 0.722000
It 22,Best ac:0.003911 0.789474 fi:0.435833. Ave ac:0.010700,0.015186
Initialization: 5.862000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.378000
Kernel 1: 0.023000
Kernel 2: 74.109001
Copyback: 0.016000
Sum: 0.024000
It 23,Best ac:0.005214 0.769231 fi:0.433821. Ave ac:0.007671,0.009560
Initialization: 5.724000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.826000
Kernel 1: 0.024000
Kernel 2: 76.333000
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.003650 0.736842 fi:0.449318. Ave ac:0.009738,0.011594
MDL Theory Length Weight: 6.2731160062 (10)
Initialization: 5.763000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.660000
Kernel 1: 0.023000
Kernel 2: 72.973000
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.004432 0.739130 fi:0.440895. Ave ac:0.008870,0.011440
Initialization: 6.007000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.650000
Kernel 1: 0.023000
Kernel 2: 76.132004
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.003128 1.000000 fi:0.290895. Ave ac:0.010959,0.013878
Initialization: 5.835000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.191000
Kernel 1: 0.023000
Kernel 2: 73.343002
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003129 0.750000 fi:0.511206. Ave ac:0.010977,0.015747
Initialization: 6.327000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.650000
Kernel 1: 0.023000
Kernel 2: 71.015999
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003128 0.923077 fi:0.346056. Ave ac:0.012436,0.014310
Initialization: 5.779000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.644000
Kernel 1: 0.024000
Kernel 2: 72.694000
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.005996 0.741935 fi:0.448640. Ave ac:0.008336,0.013205
Initialization: 5.772000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.772000
Kernel 1: 0.023000
Kernel 2: 73.056000
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.003128 0.857143 fi:0.427486. Ave ac:0.008257,0.010033
Initialization: 5.924000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.643000
Kernel 1: 0.023000
Kernel 2: 71.157997
Copyback: 0.020000
Sum: 0.022000
It 31,Best ac:0.003910 0.714286 fi:0.491751. Ave ac:0.005733,0.007386
Initialization: 5.835000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.637000
Kernel 1: 0.024000
Kernel 2: 73.530998
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.007301 0.549020 fi:0.648315. Ave ac:0.005562,0.008394
Initialization: 5.721000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.677000
Kernel 1: 0.023000
Kernel 2: 70.292999
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003389 0.812500 fi:0.386030. Ave ac:0.010763,0.014641
Initialization: 27.943001
Memcpy Instances: 379.933990
Memcpy Classifiers: 0.061000
Kernel 1: 0.026000
Kernel 2: 469.889008
Copyback: 0.021000
Sum: 0.014000
Memcpy Classifiers: 0.055000
Kernel 1: 0.020000
Kernel 2: 469.312012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 464.485992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 461.514008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 476.158997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 480.207001
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 468.250000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 465.592987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 468.045990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.042000
Kernel 1: 0.013000
Kernel 2: 129.947006
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003650 0.612960 fi:0.599921. Ave ac:0.007703,0.022461
Best acc 0.003650 0.612960
Initialization: 5.782000
Memcpy Classifiers: 0.577000
Memcpy Instances: 7.664000
Kernel 1: 0.025000
Kernel 2: 95.222000
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005590 accuracy2:0.199774
Initialization: 5.913000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.131000
Kernel 1: 0.022000
Kernel 2: 99.893997
Copyback: 0.016000
Sum: 0.038000
It 0,Best ac:0.008081 0.500000 fi:0.597690. Ave ac:0.010297,0.013049
Initialization: 5.743000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.636000
Kernel 1: 0.024000
Kernel 2: 100.924004
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.015902 0.554545 fi:0.539273. Ave ac:0.012485,0.014170
Initialization: 5.898000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.645000
Kernel 1: 0.023000
Kernel 2: 99.019997
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.003389 0.590909 fi:0.516120. Ave ac:0.012981,0.014606
Initialization: 6.220000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.677000
Kernel 1: 0.023000
Kernel 2: 97.081001
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.008863 0.586207 fi:0.511096. Ave ac:0.012225,0.013056
Initialization: 5.825000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.650000
Kernel 1: 0.024000
Kernel 2: 96.064003
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.003389 0.650000 fi:0.457029. Ave ac:0.012943,0.011857
Initialization: 5.764000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.399000
Kernel 1: 0.022000
Kernel 2: 95.136002
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.008081 0.596154 fi:0.501536. Ave ac:0.012311,0.011225
Initialization: 5.743000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.699000
Kernel 1: 0.023000
Kernel 2: 94.370003
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.004692 0.750000 fi:0.349368. Ave ac:0.010837,0.011331
Initialization: 5.818000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.686000
Kernel 1: 0.023000
Kernel 2: 93.961998
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.007039 0.658537 fi:0.439670. Ave ac:0.009923,0.008400
Initialization: 5.791000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.664000
Kernel 1: 0.023000
Kernel 2: 95.171997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.007039 0.750000 fi:0.348207. Ave ac:0.008034,0.007949
Initialization: 5.851000
Memcpy Classifiers: 0.422000
Memcpy Instances: 7.641000
Kernel 1: 0.023000
Kernel 2: 93.511002
Copyback: 0.020000
Sum: 0.031000
It 9,Best ac:0.004432 0.772727 fi:0.326770. Ave ac:0.008124,0.008730
Iteration 10:MDL fitness activated
Error 0.326770 TL 0.037312
MDL Theory Length Weight: 2.9192502517 (1)
Initialization: 5.815000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.641000
Kernel 1: 0.024000
Kernel 2: 93.856003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.003650 0.823529 fi:0.359138. Ave ac:0.006887,0.007761
Initialization: 7.555000
Memcpy Classifiers: 0.384000
Memcpy Instances: 7.684000
Kernel 1: 0.022000
Kernel 2: 93.607002
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.007560 0.674419 fi:0.493402. Ave ac:0.006464,0.006821
Initialization: 5.858000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.632000
Kernel 1: 0.024000
Kernel 2: 92.398003
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.003390 0.764706 fi:0.432407. Ave ac:0.006107,0.006263
Initialization: 5.785000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.702000
Kernel 1: 0.024000
Kernel 2: 94.814003
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.007299 0.682927 fi:0.470706. Ave ac:0.006875,0.005719
Initialization: 5.847000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.659000
Kernel 1: 0.023000
Kernel 2: 89.228996
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.005474 0.807692 fi:0.388712. Ave ac:0.007272,0.008150
Initialization: 5.887000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.644000
Kernel 1: 0.024000
Kernel 2: 91.011002
Copyback: 0.020000
Sum: 0.029000
It 15,Best ac:0.004171 0.727273 fi:0.441726. Ave ac:0.007583,0.007069
Initialization: 5.750000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.750000
Kernel 1: 0.022000
Kernel 2: 90.984001
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003651 0.823529 fi:0.371277. Ave ac:0.008048,0.008646
Initialization: 5.765000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.804000
Kernel 1: 0.023000
Kernel 2: 90.842003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.003910 0.750000 fi:0.430163. Ave ac:0.008227,0.008532
Initialization: 5.840000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.659000
Kernel 1: 0.024000
Kernel 2: 89.008003
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.003650 0.636364 fi:0.530216. Ave ac:0.007060,0.007756
Initialization: 5.805000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.677000
Kernel 1: 0.024000
Kernel 2: 89.959999
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.002868 1.000000 fi:0.344930. Ave ac:0.006649,0.006722
Initialization: 5.737000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.676000
Kernel 1: 0.023000
Kernel 2: 91.139999
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.004171 0.800000 fi:0.381790. Ave ac:0.007602,0.006544
Initialization: 5.866000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.639000
Kernel 1: 0.023000
Kernel 2: 87.674004
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.004694 0.720000 fi:0.458491. Ave ac:0.005676,0.005570
Initialization: 5.797000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.644000
Kernel 1: 0.023000
Kernel 2: 88.019997
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.003650 0.823529 fi:0.364542. Ave ac:0.008011,0.006860
Initialization: 6.575000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.726000
Kernel 1: 0.023000
Kernel 2: 91.835999
Copyback: 0.017000
Sum: 0.037000
It 23,Best ac:0.003650 0.736842 fi:0.457311. Ave ac:0.008141,0.007544
Initialization: 5.830000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.748000
Kernel 1: 0.023000
Kernel 2: 89.167999
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.003910 0.750000 fi:0.447823. Ave ac:0.007299,0.006692
Initialization: 5.828000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.633000
Kernel 1: 0.024000
Kernel 2: 84.910004
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.004692 0.692308 fi:0.477090. Ave ac:0.007655,0.008176
Initialization: 5.951000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.641000
Kernel 1: 0.024000
Kernel 2: 82.653000
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.003650 0.777778 fi:0.399562. Ave ac:0.007103,0.007192
Initialization: 5.816000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.682000
Kernel 1: 0.024000
Kernel 2: 85.007004
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.004432 0.772727 fi:0.387073. Ave ac:0.009896,0.010240
Initialization: 5.862000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.730000
Kernel 1: 0.023000
Kernel 2: 85.362999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.003910 0.789474 fi:0.387164. Ave ac:0.008663,0.007882
MDL Theory Length Weight: 2.6273252265 (10)
Initialization: 5.931000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.684000
Kernel 1: 0.023000
Kernel 2: 84.123001
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.003389 0.812500 fi:0.362670. Ave ac:0.009074,0.010235
Initialization: 5.862000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.701000
Kernel 1: 0.023000
Kernel 2: 83.441002
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.003650 0.736842 fi:0.432752. Ave ac:0.006649,0.007176
Initialization: 5.701000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.811000
Kernel 1: 0.024000
Kernel 2: 85.863998
Copyback: 0.016000
Sum: 0.031000
It 31,Best ac:0.003389 0.722222 fi:0.464855. Ave ac:0.007337,0.007027
Initialization: 5.917000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.662000
Kernel 1: 0.023000
Kernel 2: 86.859001
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.003650 0.700000 fi:0.466615. Ave ac:0.006633,0.006953
Initialization: 5.800000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.680000
Kernel 1: 0.024000
Kernel 2: 84.561996
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.003389 0.812500 fi:0.363723. Ave ac:0.008846,0.007854
Initialization: 28.122000
Memcpy Instances: 381.385986
Memcpy Classifiers: 0.073000
Kernel 1: 0.024000
Kernel 2: 565.906006
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 560.638977
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 548.620972
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 544.018005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 562.776001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 558.385986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 553.786987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 575.937988
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.072000
Kernel 1: 0.016000
Kernel 2: 562.549988
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.047000
Kernel 1: 0.021000
Kernel 2: 136.834000
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004432 0.572005 fi:0.598702. Ave ac:0.007832,0.022162
Best acc 0.004432 0.572005
Rule:Att PSSM_-3_6 is [-6.057395,-0.306894]|Att PSSM_-2_20 is [>-1.026092]|Att PSSM_-1_12 is [-6.511150,-1.202934]|Att PSSM_0_7 is [<-3.989197]|Att PSSM_1_1 is [>-4.109142]|Att PSSM_4_12 is [<-0.762308]|1
Accuracy : 0.783377
0	1	
151952	12128	
38700	31858	
Removed 1142 instances. 190652 Instances left. Acc of rule 0.003650-0.612960
Initialization: 6.043000
Memcpy Classifiers: 0.545000
Memcpy Instances: 7.771000
Kernel 1: 0.025000
Kernel 2: 94.358002
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005606 accuracy2:0.195862
Initialization: 5.730000
Memcpy Classifiers: 0.577000
Memcpy Instances: 7.606000
Kernel 1: 0.022000
Kernel 2: 96.709999
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.004196 0.432432 fi:0.667156. Ave ac:0.009609,0.014087
Initialization: 5.803000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.633000
Kernel 1: 0.024000
Kernel 2: 96.936996
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.004457 0.566667 fi:0.532791. Ave ac:0.010599,0.012812
Initialization: 5.722000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.628000
Kernel 1: 0.024000
Kernel 2: 94.994003
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.007606 0.527273 fi:0.570608. Ave ac:0.009573,0.013702
Initialization: 5.941000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.638000
Kernel 1: 0.022000
Kernel 2: 93.347000
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.004458 0.548387 fi:0.551070. Ave ac:0.009778,0.011307
Initialization: 5.973000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.639000
Kernel 1: 0.023000
Kernel 2: 92.385002
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004983 0.558824 fi:0.540371. Ave ac:0.010369,0.012772
Initialization: 5.746000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.635000
Kernel 1: 0.024000
Kernel 2: 89.986000
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.003672 0.666667 fi:0.433185. Ave ac:0.011335,0.015787
Initialization: 5.739000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.608000
Kernel 1: 0.023000
Kernel 2: 83.738998
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.007343 0.560000 fi:0.538012. Ave ac:0.009306,0.012467
Initialization: 5.801000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.589000
Kernel 1: 0.025000
Kernel 2: 81.299004
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.008130 0.607843 fi:0.489775. Ave ac:0.009796,0.013909
Initialization: 5.804000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.618000
Kernel 1: 0.023000
Kernel 2: 77.500000
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.004196 0.727273 fi:0.372316. Ave ac:0.010329,0.014574
Initialization: 5.849000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.591000
Kernel 1: 0.024000
Kernel 2: 72.304001
Copyback: 0.016000
Sum: 0.032000
It 9,Best ac:0.003147 0.800000 fi:0.360809. Ave ac:0.008327,0.010256
Iteration 10:MDL fitness activated
Error 0.360809 TL 0.022593
MDL Theory Length Weight: 5.3233717180 (1)
Initialization: 5.724000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.592000
Kernel 1: 0.024000
Kernel 2: 71.603996
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.007868 0.652174 fi:0.585216. Ave ac:0.010990,0.018259
Initialization: 5.839000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.076000
Kernel 1: 0.023000
Kernel 2: 69.734001
Copyback: 0.016000
Sum: 0.024000
It 11,Best ac:0.003672 0.823529 fi:0.377692. Ave ac:0.012213,0.017476
Initialization: 5.791000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.593000
Kernel 1: 0.024000
Kernel 2: 70.875000
Copyback: 0.017000
Sum: 0.022000
It 12,Best ac:0.003934 0.789474 fi:0.369420. Ave ac:0.013515,0.021728
Initialization: 5.777000
Memcpy Classifiers: 0.345000
Memcpy Instances: 7.594000
Kernel 1: 0.023000
Kernel 2: 67.888000
Copyback: 0.016000
Sum: 0.024000
It 13,Best ac:0.005770 0.550000 fi:0.622994. Ave ac:0.011324,0.019530
Initialization: 5.759000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.621000
Kernel 1: 0.025000
Kernel 2: 68.299004
Copyback: 0.016000
Sum: 0.022000
It 14,Best ac:0.007868 0.681818 fi:0.500889. Ave ac:0.018474,0.026955
Initialization: 5.708000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.622000
Kernel 1: 0.024000
Kernel 2: 66.961998
Copyback: 0.016000
Sum: 0.020000
It 15,Best ac:0.005507 0.656250 fi:0.516627. Ave ac:0.016724,0.026149
Initialization: 5.774000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.555000
Kernel 1: 0.023000
Kernel 2: 67.710999
Copyback: 0.017000
Sum: 0.020000
It 16,Best ac:0.009179 0.648148 fi:0.510585. Ave ac:0.018528,0.028928
Initialization: 5.762000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.636000
Kernel 1: 0.023000
Kernel 2: 64.736000
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003409 0.812500 fi:0.368441. Ave ac:0.017800,0.029104
Initialization: 5.741000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.736000
Kernel 1: 0.022000
Kernel 2: 66.153000
Copyback: 0.021000
Sum: 0.024000
It 18,Best ac:0.004458 0.772727 fi:0.398469. Ave ac:0.017041,0.028623
Initialization: 5.793000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.122000
Kernel 1: 0.023000
Kernel 2: 65.390999
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.004983 0.633333 fi:0.527570. Ave ac:0.014452,0.024316
Initialization: 5.757000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.685000
Kernel 1: 0.022000
Kernel 2: 65.089996
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.004196 0.695652 fi:0.472138. Ave ac:0.015870,0.025755
Initialization: 5.856000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.587000
Kernel 1: 0.023000
Kernel 2: 66.225998
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.003672 0.636364 fi:0.536676. Ave ac:0.016337,0.028079
Initialization: 5.869000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.592000
Kernel 1: 0.023000
Kernel 2: 63.543999
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.003934 0.750000 fi:0.415649. Ave ac:0.018656,0.029852
Initialization: 5.747000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.782000
Kernel 1: 0.024000
Kernel 2: 63.542000
Copyback: 0.018000
Sum: 0.021000
It 23,Best ac:0.003409 0.812500 fi:0.388853. Ave ac:0.016109,0.025337
Initialization: 5.799000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.592000
Kernel 1: 0.023000
Kernel 2: 63.855000
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.004983 0.760000 fi:0.402398. Ave ac:0.014943,0.023898
Initialization: 5.735000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.642000
Kernel 1: 0.024000
Kernel 2: 63.723000
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003934 0.714286 fi:0.465877. Ave ac:0.014804,0.027515
Initialization: 5.765000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.631000
Kernel 1: 0.024000
Kernel 2: 64.600998
Copyback: 0.017000
Sum: 0.020000
It 26,Best ac:0.003409 0.684211 fi:0.500214. Ave ac:0.014459,0.022879
MDL Theory Length Weight: 4.7910345462 (10)
Initialization: 5.737000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.595000
Kernel 1: 0.023000
Kernel 2: 64.665001
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003672 0.823529 fi:0.361744. Ave ac:0.014119,0.027609
Initialization: 5.787000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.599000
Kernel 1: 0.023000
Kernel 2: 65.919998
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.003409 0.722222 fi:0.448331. Ave ac:0.009621,0.016897
Initialization: 5.751000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.623000
Kernel 1: 0.022000
Kernel 2: 67.460999
Copyback: 0.017000
Sum: 0.020000
It 29,Best ac:0.003672 0.736842 fi:0.426625. Ave ac:0.010579,0.013767
Initialization: 5.957000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.612000
Kernel 1: 0.024000
Kernel 2: 68.639999
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.006294 0.685714 fi:0.471603. Ave ac:0.008975,0.014026
Initialization: 5.797000
Memcpy Classifiers: 0.232000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 67.503998
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.004196 0.695652 fi:0.462715. Ave ac:0.009383,0.013278
Initialization: 5.721000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.722000
Kernel 1: 0.023000
Kernel 2: 67.207001
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.004983 0.826087 fi:0.355485. Ave ac:0.009429,0.014975
Initialization: 5.747000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.151000
Kernel 1: 0.023000
Kernel 2: 65.095001
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.003934 0.789474 fi:0.370826. Ave ac:0.009149,0.014784
Initialization: 28.347000
Memcpy Instances: 383.467987
Memcpy Classifiers: 0.070000
Kernel 1: 0.023000
Kernel 2: 440.035004
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 445.640991
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.071000
Kernel 1: 0.015000
Kernel 2: 452.898987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 426.335999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 442.928009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 445.385010
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 452.457001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 450.207001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 439.037994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 125.269997
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.045087 0.498839 fi:0.646121. Ave ac:0.008553,0.029669
Best acc 0.045087 0.498839
Initialization: 5.797000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.674000
Kernel 1: 0.025000
Kernel 2: 95.750000
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.004742 accuracy2:0.201174
Initialization: 5.863000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.672000
Kernel 1: 0.023000
Kernel 2: 100.244003
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.003672 0.482759 fi:0.617093. Ave ac:0.008306,0.010820
Initialization: 5.785000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.593000
Kernel 1: 0.024000
Kernel 2: 100.903999
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.004458 0.515152 fi:0.584306. Ave ac:0.010507,0.012016
Initialization: 5.796000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.826000
Kernel 1: 0.023000
Kernel 2: 99.710999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.004721 0.529412 fi:0.569914. Ave ac:0.012395,0.013469
Initialization: 6.115000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.683000
Kernel 1: 0.023000
Kernel 2: 97.698997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.013113 0.543478 fi:0.551643. Ave ac:0.012007,0.013784
Initialization: 6.062000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.114000
Kernel 1: 0.023000
Kernel 2: 99.037003
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.005770 0.666667 fi:0.432134. Ave ac:0.012002,0.014310
Initialization: 7.772000
Memcpy Classifiers: 0.405000
Memcpy Instances: 9.645000
Kernel 1: 0.023000
Kernel 2: 98.384003
Copyback: 0.019000
Sum: 0.033000
It 5,Best ac:0.006819 0.684211 fi:0.414064. Ave ac:0.011155,0.013209
Initialization: 5.919000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.681000
Kernel 1: 0.022000
Kernel 2: 96.464996
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.003672 0.583333 fi:0.516518. Ave ac:0.008983,0.012285
Initialization: 5.743000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.767000
Kernel 1: 0.023000
Kernel 2: 95.699997
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.006032 0.638889 fi:0.459780. Ave ac:0.011165,0.014521
Initialization: 5.714000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.105000
Kernel 1: 0.023000
Kernel 2: 95.311996
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.005245 0.740741 fi:0.358322. Ave ac:0.008153,0.010343
Initialization: 5.710000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.120000
Kernel 1: 0.023000
Kernel 2: 93.903000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.005770 0.814815 fi:0.283986. Ave ac:0.008714,0.011164
Iteration 10:MDL fitness activated
Error 0.283986 TL 0.027498
MDL Theory Length Weight: 3.4425504584 (1)
Initialization: 5.787000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.999000
Kernel 1: 0.023000
Kernel 2: 92.561996
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006032 0.741935 fi:0.429860. Ave ac:0.007680,0.011229
Initialization: 5.697000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.669000
Kernel 1: 0.023000
Kernel 2: 87.389000
Copyback: 0.016000
Sum: 0.030000
It 11,Best ac:0.004196 0.695652 fi:0.468206. Ave ac:0.008484,0.012868
Initialization: 5.808000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.860000
Kernel 1: 0.023000
Kernel 2: 85.448997
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.005507 0.724138 fi:0.464258. Ave ac:0.009740,0.015142
Initialization: 5.717000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.674000
Kernel 1: 0.023000
Kernel 2: 84.045998
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.005245 0.833333 fi:0.331882. Ave ac:0.007505,0.013638
Initialization: 6.309000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.604000
Kernel 1: 0.024000
Kernel 2: 86.515999
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.004196 0.640000 fi:0.554036. Ave ac:0.009417,0.014396
Initialization: 5.706000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.638000
Kernel 1: 0.023000
Kernel 2: 85.255997
Copyback: 0.020000
Sum: 0.029000
It 15,Best ac:0.004983 0.730769 fi:0.440786. Ave ac:0.009420,0.013675
Initialization: 5.749000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.595000
Kernel 1: 0.022000
Kernel 2: 84.948997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.003409 0.684211 fi:0.554467. Ave ac:0.009195,0.015609
Initialization: 5.747000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.637000
Kernel 1: 0.023000
Kernel 2: 84.656998
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.003409 0.684211 fi:0.496532. Ave ac:0.009553,0.014809
Initialization: 5.770000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.688000
Kernel 1: 0.022000
Kernel 2: 83.508003
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.004983 0.730769 fi:0.467791. Ave ac:0.009130,0.011045
Initialization: 5.779000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.624000
Kernel 1: 0.023000
Kernel 2: 78.295998
Copyback: 0.016000
Sum: 0.032000
It 19,Best ac:0.002098 1.000000 fi:0.500641. Ave ac:0.008949,0.013984
Initialization: 5.775000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.602000
Kernel 1: 0.024000
Kernel 2: 79.324997
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.003147 0.705882 fi:0.501360. Ave ac:0.010982,0.018532
Initialization: 5.731000
Memcpy Classifiers: 0.463000
Memcpy Instances: 7.587000
Kernel 1: 0.024000
Kernel 2: 76.280998
Copyback: 0.016000
Sum: 0.028000
It 21,Best ac:0.004458 0.566667 fi:0.578393. Ave ac:0.009631,0.015381
Initialization: 5.778000
Memcpy Classifiers: 0.976000
Memcpy Instances: 8.042000
Kernel 1: 0.022000
Kernel 2: 76.568001
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.004458 0.809524 fi:0.342985. Ave ac:0.010799,0.013104
MDL Theory Length Weight: 3.0982954125 (10)
Initialization: 6.240000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.050000
Kernel 1: 0.024000
Kernel 2: 77.250999
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.003409 0.812500 fi:0.355405. Ave ac:0.010292,0.016312
Initialization: 5.690000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.628000
Kernel 1: 0.023000
Kernel 2: 76.574997
Copyback: 0.019000
Sum: 0.024000
It 24,Best ac:0.006032 0.718750 fi:0.447998. Ave ac:0.010720,0.014640
Initialization: 5.829000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.603000
Kernel 1: 0.022000
Kernel 2: 75.943001
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.005507 0.656250 fi:0.479557. Ave ac:0.009918,0.015498
Initialization: 5.722000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.644000
Kernel 1: 0.023000
Kernel 2: 77.121002
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.003672 0.933333 fi:0.231320. Ave ac:0.009197,0.011446
Initialization: 5.767000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.606000
Kernel 1: 0.023000
Kernel 2: 75.836998
Copyback: 0.019000
Sum: 0.028000
It 27,Best ac:0.003934 0.882353 fi:0.251571. Ave ac:0.007699,0.012244
Initialization: 5.778000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.667000
Kernel 1: 0.023000
Kernel 2: 73.944000
Copyback: 0.016000
Sum: 0.027000
It 28,Best ac:0.004196 0.695652 fi:0.531557. Ave ac:0.007254,0.013924
Initialization: 5.845000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.723000
Kernel 1: 0.022000
Kernel 2: 73.834999
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.003672 0.700000 fi:0.458144. Ave ac:0.009599,0.016234
Initialization: 5.959000
Memcpy Classifiers: 0.404000
Memcpy Instances: 7.610000
Kernel 1: 0.022000
Kernel 2: 74.377998
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.003934 0.833333 fi:0.309085. Ave ac:0.008991,0.014875
Initialization: 5.707000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.690000
Kernel 1: 0.023000
Kernel 2: 72.871002
Copyback: 0.016000
Sum: 0.026000
It 31,Best ac:0.004458 0.629630 fi:0.508848. Ave ac:0.006677,0.010027
Initialization: 6.284000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.604000
Kernel 1: 0.023000
Kernel 2: 72.606003
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.003933 0.681818 fi:0.462854. Ave ac:0.009320,0.015561
Initialization: 5.718000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.592000
Kernel 1: 0.024000
Kernel 2: 73.216003
Copyback: 0.047000
Sum: 0.025000
It 33,Best ac:0.003934 0.789474 fi:0.344450. Ave ac:0.009994,0.014799
Initialization: 28.603001
Memcpy Instances: 375.731995
Memcpy Classifiers: 0.068000
Kernel 1: 0.025000
Kernel 2: 494.640991
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 493.032990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 486.429993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 499.457001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 502.498993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 505.627014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 489.131012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 481.919006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 497.765991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.042000
Kernel 1: 0.013000
Kernel 2: 128.319000
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004138 0.561566 fi:0.596345. Ave ac:0.006838,0.020185
Best acc 0.004138 0.561566
Rule:Att PSSM_-4_2 is [<2.112775]|Att PSSM_0_6 is [<-3.072509]|Att PSSM_0_8 is [<6.188603]|Att PSSM_1_7 is [<0.507068]|Att PSSM_1_14 is [-4.007233,6.007233]|Att PSSM_2_3 is [<-1.214514]|Att PSSM_3_15 is [<1.453853]|Att PSSM_4_14 is [>-4.837393]|1
Accuracy : 0.784114
0	1	
151336	12744	
37911	32647	
Removed 1405 instances. 189247 Instances left. Acc of rule 0.004138-0.561566
Initialization: 5.763000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.533000
Kernel 1: 0.026000
Kernel 2: 95.039001
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005863 accuracy2:0.195025
Initialization: 5.786000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.527000
Kernel 1: 0.023000
Kernel 2: 97.207001
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.004757 0.486486 fi:0.612790. Ave ac:0.011402,0.015708
Initialization: 5.734000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.887000
Kernel 1: 0.023000
Kernel 2: 100.266998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.003170 0.631579 fi:0.512645. Ave ac:0.013949,0.019124
Initialization: 5.712000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.531000
Kernel 1: 0.024000
Kernel 2: 97.218002
Copyback: 0.371000
Sum: 0.031000
It 2,Best ac:0.003962 0.576923 fi:0.522758. Ave ac:0.012175,0.015888
Initialization: 5.658000
Memcpy Classifiers: 0.472000
Memcpy Instances: 7.654000
Kernel 1: 0.023000
Kernel 2: 95.751999
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005285 0.666667 fi:0.432341. Ave ac:0.012023,0.014311
Initialization: 5.806000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.576000
Kernel 1: 0.023000
Kernel 2: 92.216003
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.009511 0.580645 fi:0.516222. Ave ac:0.010957,0.012446
Initialization: 5.755000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.619000
Kernel 1: 0.023000
Kernel 2: 91.147003
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003435 0.722222 fi:0.377725. Ave ac:0.012797,0.012440
Initialization: 5.783000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.560000
Kernel 1: 0.023000
Kernel 2: 87.027000
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.004227 0.695652 fi:0.403892. Ave ac:0.010826,0.012344
Initialization: 5.685000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.567000
Kernel 1: 0.023000
Kernel 2: 84.845001
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.004491 0.680000 fi:0.419410. Ave ac:0.009495,0.010277
Initialization: 9.659000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.541000
Kernel 1: 0.023000
Kernel 2: 85.124001
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.006342 0.666667 fi:0.431804. Ave ac:0.009136,0.010155
Initialization: 5.759000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.550000
Kernel 1: 0.023000
Kernel 2: 86.973000
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005021 0.760000 fi:0.339142. Ave ac:0.008396,0.008950
Iteration 10:MDL fitness activated
Error 0.339142 TL 0.028138
MDL Theory Length Weight: 4.0175401230 (1)
Initialization: 6.108000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.888000
Kernel 1: 0.023000
Kernel 2: 85.526001
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.008721 0.660000 fi:0.520969. Ave ac:0.008433,0.009619
Initialization: 5.720000
Memcpy Classifiers: 0.390000
Memcpy Instances: 7.523000
Kernel 1: 0.024000
Kernel 2: 83.658997
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003435 0.684211 fi:0.478051. Ave ac:0.009543,0.010535
Initialization: 5.689000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.808000
Kernel 1: 0.023000
Kernel 2: 85.169998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.003435 0.764706 fi:0.434444. Ave ac:0.010650,0.011923
Initialization: 5.785000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.590000
Kernel 1: 0.023000
Kernel 2: 82.028999
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.005284 0.689655 fi:0.526336. Ave ac:0.009440,0.012501
Initialization: 5.778000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.573000
Kernel 1: 0.023000
Kernel 2: 83.974998
Copyback: 0.018000
Sum: 0.031000
It 14,Best ac:0.003170 0.857143 fi:0.348320. Ave ac:0.008680,0.013308
Initialization: 5.735000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.045000
Kernel 1: 0.023000
Kernel 2: 82.402000
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.002906 1.000000 fi:0.286815. Ave ac:0.009390,0.013344
Initialization: 5.728000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.073000
Kernel 1: 0.023000
Kernel 2: 81.357002
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.005812 0.709677 fi:0.488026. Ave ac:0.007306,0.008529
Initialization: 5.743000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.571000
Kernel 1: 0.022000
Kernel 2: 80.222000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.003435 0.650000 fi:0.526980. Ave ac:0.006738,0.008686
Initialization: 5.693000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.649000
Kernel 1: 0.023000
Kernel 2: 78.028000
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.003436 0.722222 fi:0.490159. Ave ac:0.007038,0.008244
Initialization: 5.739000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.551000
Kernel 1: 0.022000
Kernel 2: 78.777000
Copyback: 0.016000
Sum: 0.028000
It 19,Best ac:0.005812 0.785714 fi:0.405388. Ave ac:0.007848,0.008466
Initialization: 5.774000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.629000
Kernel 1: 0.023000
Kernel 2: 76.098000
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.003963 0.750000 fi:0.437487. Ave ac:0.004995,0.006541
Initialization: 5.786000
Memcpy Classifiers: 0.328000
Memcpy Instances: 7.528000
Kernel 1: 0.024000
Kernel 2: 76.741997
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.003699 0.700000 fi:0.484083. Ave ac:0.006848,0.008370
Initialization: 5.659000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.566000
Kernel 1: 0.024000
Kernel 2: 76.339996
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.003435 0.684211 fi:0.465652. Ave ac:0.004992,0.005370
Initialization: 5.697000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.631000
Kernel 1: 0.023000
Kernel 2: 76.018997
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.003698 0.777778 fi:0.427386. Ave ac:0.007320,0.006792
Initialization: 5.746000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.554000
Kernel 1: 0.024000
Kernel 2: 75.598000
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.004227 0.800000 fi:0.403565. Ave ac:0.007361,0.008419
MDL Theory Length Weight: 3.6157861107 (10)
Initialization: 5.746000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.568000
Kernel 1: 0.024000
Kernel 2: 74.802002
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.003170 0.750000 fi:0.454285. Ave ac:0.005636,0.007350
Initialization: 5.727000
Memcpy Classifiers: 0.302000
Memcpy Instances: 11.126000
Kernel 1: 0.023000
Kernel 2: 73.362999
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.002907 0.916667 fi:0.378165. Ave ac:0.008386,0.008118
Initialization: 5.770000
Memcpy Classifiers: 0.301000
Memcpy Instances: 8.276000
Kernel 1: 0.023000
Kernel 2: 72.787003
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.003435 0.722222 fi:0.448170. Ave ac:0.006514,0.007547
Initialization: 5.807000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.586000
Kernel 1: 0.023000
Kernel 2: 74.494003
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003963 0.750000 fi:0.406912. Ave ac:0.006438,0.007092
Initialization: 5.740000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.536000
Kernel 1: 0.023000
Kernel 2: 73.893997
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.003699 0.777778 fi:0.413779. Ave ac:0.008598,0.008661
Initialization: 5.735000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.564000
Kernel 1: 0.023000
Kernel 2: 72.750000
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.002641 1.000000 fi:0.340593. Ave ac:0.007420,0.006894
Initialization: 5.775000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.560000
Kernel 1: 0.023000
Kernel 2: 73.056999
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.005548 0.807692 fi:0.335947. Ave ac:0.006151,0.007519
Initialization: 5.638000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.540000
Kernel 1: 0.024000
Kernel 2: 73.894997
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.003963 0.882353 fi:0.285903. Ave ac:0.006777,0.007774
Initialization: 6.136000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.582000
Kernel 1: 0.023000
Kernel 2: 75.278000
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.003963 0.750000 fi:0.390754. Ave ac:0.006444,0.008802
Initialization: 28.771999
Memcpy Instances: 372.540009
Memcpy Classifiers: 0.065000
Kernel 1: 0.024000
Kernel 2: 498.109009
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 482.897003
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 485.580994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 476.105988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 489.946014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 486.987000
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 483.372986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 486.128998
Copyback: 0.021000
Sum: 0.007000
Memcpy Classifiers: 0.070000
Kernel 1: 0.021000
Kernel 2: 448.587006
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004513 0.580557 fi:0.563767. Ave ac:0.006438,0.019147
Best acc 0.004513 0.580557
Initialization: 5.736000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.531000
Kernel 1: 0.024000
Kernel 2: 94.196999
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.004811 accuracy2:0.203634
Initialization: 5.736000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.561000
Kernel 1: 0.024000
Kernel 2: 98.808998
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.003434 0.500000 fi:0.599949. Ave ac:0.007325,0.009018
Initialization: 5.766000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.567000
Kernel 1: 0.023000
Kernel 2: 98.333000
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.006605 0.625000 fi:0.473337. Ave ac:0.009300,0.010271
Initialization: 5.712000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.755000
Kernel 1: 0.023000
Kernel 2: 99.213997
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.003963 0.517241 fi:0.582437. Ave ac:0.009208,0.010228
Initialization: 5.724000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.528000
Kernel 1: 0.024000
Kernel 2: 97.013000
Copyback: 0.016000
Sum: 0.030000
It 3,Best ac:0.005283 0.555556 fi:0.543456. Ave ac:0.008824,0.010415
Initialization: 5.691000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.930000
Kernel 1: 0.022000
Kernel 2: 96.785004
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.004227 0.695652 fi:0.403892. Ave ac:0.008767,0.010574
Initialization: 5.660000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.558000
Kernel 1: 0.023000
Kernel 2: 96.219002
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.006605 0.735294 fi:0.363043. Ave ac:0.010245,0.011261
Initialization: 5.694000
Memcpy Classifiers: 0.438000
Memcpy Instances: 7.550000
Kernel 1: 0.023000
Kernel 2: 93.620003
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.003964 0.681818 fi:0.417860. Ave ac:0.009388,0.011379
Initialization: 5.777000
Memcpy Classifiers: 0.440000
Memcpy Instances: 7.660000
Kernel 1: 0.023000
Kernel 2: 95.438004
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.005284 0.571429 fi:0.527579. Ave ac:0.008623,0.009353
Initialization: 5.704000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.720000
Kernel 1: 0.024000
Kernel 2: 92.960999
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.003435 0.764706 fi:0.335241. Ave ac:0.008952,0.009296
Initialization: 5.748000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.544000
Kernel 1: 0.024000
Kernel 2: 94.799004
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.003699 0.777778 fi:0.322035. Ave ac:0.007984,0.008516
Iteration 10:MDL fitness activated
Error 0.322035 TL 0.043781
MDL Theory Length Weight: 2.4518343096 (1)
Initialization: 5.809000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.034000
Kernel 1: 0.022000
Kernel 2: 93.286003
Copyback: 0.018000
Sum: 0.029000
It 10,Best ac:0.003170 0.666667 fi:0.540664. Ave ac:0.009560,0.009448
Initialization: 5.759000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.559000
Kernel 1: 0.023000
Kernel 2: 90.582001
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.003435 0.684211 fi:0.497004. Ave ac:0.009938,0.010797
Initialization: 6.194000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.588000
Kernel 1: 0.023000
Kernel 2: 89.844002
Copyback: 0.016000
Sum: 0.032000
It 12,Best ac:0.003963 0.681818 fi:0.518260. Ave ac:0.011042,0.013282
Initialization: 5.656000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.580000
Kernel 1: 0.023000
Kernel 2: 87.580002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.005021 0.703704 fi:0.460489. Ave ac:0.011079,0.013352
Initialization: 5.751000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.555000
Kernel 1: 0.024000
Kernel 2: 88.628998
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.003699 0.777778 fi:0.411587. Ave ac:0.009163,0.010201
Initialization: 5.748000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.769000
Kernel 1: 0.024000
Kernel 2: 85.957001
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.003170 0.705882 fi:0.490999. Ave ac:0.008894,0.008907
Initialization: 5.748000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.586000
Kernel 1: 0.023000
Kernel 2: 86.879997
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.003963 0.714286 fi:0.453181. Ave ac:0.009847,0.011733
Initialization: 5.796000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.995000
Kernel 1: 0.023000
Kernel 2: 86.152000
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.003435 0.722222 fi:0.443837. Ave ac:0.008655,0.009214
Initialization: 5.707000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.531000
Kernel 1: 0.024000
Kernel 2: 85.605003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.004490 0.772727 fi:0.402459. Ave ac:0.008624,0.010541
Initialization: 5.756000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.524000
Kernel 1: 0.023000
Kernel 2: 87.735001
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.005020 0.730769 fi:0.433424. Ave ac:0.008960,0.009559
Initialization: 6.698000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.536000
Kernel 1: 0.023000
Kernel 2: 84.248001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.005550 0.777778 fi:0.377879. Ave ac:0.009238,0.008340
Initialization: 5.744000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.558000
Kernel 1: 0.023000
Kernel 2: 82.559998
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.003699 0.777778 fi:0.387086. Ave ac:0.007305,0.006895
Initialization: 5.702000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.064000
Kernel 1: 0.024000
Kernel 2: 78.994003
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.005548 0.777778 fi:0.384166. Ave ac:0.007245,0.006519
Initialization: 5.640000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.632000
Kernel 1: 0.024000
Kernel 2: 76.432999
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.003962 0.714286 fi:0.449969. Ave ac:0.006185,0.005646
Initialization: 5.711000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.694000
Kernel 1: 0.023000
Kernel 2: 73.147003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.003699 0.666667 fi:0.483065. Ave ac:0.006959,0.006882
Initialization: 5.694000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.551000
Kernel 1: 0.024000
Kernel 2: 71.477997
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.003699 0.700000 fi:0.464328. Ave ac:0.006496,0.006845
Initialization: 5.758000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.567000
Kernel 1: 0.024000
Kernel 2: 71.387001
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.004757 0.857143 fi:0.304001. Ave ac:0.008262,0.007431
Initialization: 5.706000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.558000
Kernel 1: 0.023000
Kernel 2: 71.456001
Copyback: 0.017000
Sum: 0.038000
It 27,Best ac:0.004756 0.782609 fi:0.388812. Ave ac:0.007074,0.007574
Initialization: 5.703000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.531000
Kernel 1: 0.023000
Kernel 2: 74.314003
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.003170 0.857143 fi:0.357734. Ave ac:0.006384,0.006154
Initialization: 5.695000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.623000
Kernel 1: 0.023000
Kernel 2: 73.820000
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.003963 0.750000 fi:0.413913. Ave ac:0.007342,0.005634
Initialization: 5.722000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.524000
Kernel 1: 0.023000
Kernel 2: 75.644997
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.003435 0.866667 fi:0.295697. Ave ac:0.006291,0.005058
Initialization: 5.708000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.566000
Kernel 1: 0.024000
Kernel 2: 72.401001
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.003436 0.764706 fi:0.387767. Ave ac:0.006826,0.007005
Initialization: 5.665000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.569000
Kernel 1: 0.024000
Kernel 2: 74.903999
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.003435 0.866667 fi:0.301573. Ave ac:0.007348,0.006253
Initialization: 6.680000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.539000
Kernel 1: 0.024000
Kernel 2: 72.503998
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.003699 0.823529 fi:0.338718. Ave ac:0.007416,0.006331
Initialization: 28.525000
Memcpy Instances: 371.970001
Memcpy Classifiers: 0.071000
Kernel 1: 0.024000
Kernel 2: 482.048004
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 495.087006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 507.898010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 476.570007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 477.523010
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 492.432007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 493.080994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 473.122009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 454.911011
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.004042 0.549174 fi:0.613535. Ave ac:0.007542,0.021379
Best acc 0.004042 0.549174
Rule:Att PSSM_-1_16 is [>-4.193773]|Att PSSM_0_1 is [3.746062,6.296900]|Att PSSM_0_7 is [<-2.948783]|Att PSSM_2_15 is [>-4.911795]|Att PSSM_3_15 is [<2.068193]|1
Accuracy : 0.785124
0	1	
150719	13361	
37057	33501	
Removed 1471 instances. 187776 Instances left. Acc of rule 0.004513-0.580557
Initialization: 6.293000
Memcpy Classifiers: 0.579000
Memcpy Instances: 7.799000
Kernel 1: 0.024000
Kernel 2: 91.890999
Copyback: 0.018000
Sum: 0.042000
Initial population average accuracy1:0.005414 accuracy2:0.197827
Initialization: 5.683000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.496000
Kernel 1: 0.023000
Kernel 2: 96.272003
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.006391 0.400000 fi:0.698397. Ave ac:0.009077,0.012448
Initialization: 5.684000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.537000
Kernel 1: 0.023000
Kernel 2: 98.886002
Copyback: 0.016000
Sum: 0.032000
It 1,Best ac:0.004261 0.457143 fi:0.642352. Ave ac:0.013038,0.015637
Initialization: 5.665000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.503000
Kernel 1: 0.023000
Kernel 2: 100.794998
Copyback: 0.016000
Sum: 0.030000
It 2,Best ac:0.003995 0.576923 fi:0.522709. Ave ac:0.012000,0.013964
Initialization: 5.735000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.463000
Kernel 1: 0.023000
Kernel 2: 98.360001
Copyback: 0.028000
Sum: 0.026000
It 3,Best ac:0.004792 0.529412 fi:0.569809. Ave ac:0.010281,0.010732
Initialization: 11.890000
Memcpy Classifiers: 5.671000
Memcpy Instances: 13.542000
Kernel 1: 0.024000
Kernel 2: 100.000000
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.006125 0.547619 fi:0.550915. Ave ac:0.010268,0.010648
Initialization: 5.705000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.558000
Kernel 1: 0.023000
Kernel 2: 94.338997
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.003195 0.800000 fi:0.323436. Ave ac:0.011125,0.011397
Initialization: 6.294000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.478000
Kernel 1: 0.022000
Kernel 2: 92.459000
Copyback: 0.371000
Sum: 0.028000
It 6,Best ac:0.003461 0.812500 fi:0.287407. Ave ac:0.010458,0.011061
Initialization: 5.771000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.460000
Kernel 1: 0.023000
Kernel 2: 89.206001
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.007190 0.613636 fi:0.484349. Ave ac:0.008613,0.009745
Initialization: 5.719000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.461000
Kernel 1: 0.023000
Kernel 2: 88.908997
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.003195 0.600000 fi:0.523436. Ave ac:0.008805,0.009793
Initialization: 5.731000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.463000
Kernel 1: 0.023000
Kernel 2: 88.442001
Copyback: 0.018000
Sum: 0.028000
It 9,Best ac:0.003727 0.666667 fi:0.433103. Ave ac:0.009764,0.010195
Iteration 10:MDL fitness activated
Error 0.433103 TL 0.037104
MDL Theory Length Weight: 3.8909063379 (4)
Initialization: 5.735000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.485000
Kernel 1: 0.024000
Kernel 2: 86.542000
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.002929 0.916667 fi:0.389294. Ave ac:0.009440,0.009218
Initialization: 5.786000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.508000
Kernel 1: 0.023000
Kernel 2: 85.694000
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.004260 0.640000 fi:0.557775. Ave ac:0.009588,0.010189
Initialization: 5.718000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.482000
Kernel 1: 0.024000
Kernel 2: 86.053001
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003995 0.714286 fi:0.526345. Ave ac:0.009530,0.011750
Initialization: 5.679000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.461000
Kernel 1: 0.022000
Kernel 2: 83.934998
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.003994 0.576923 fi:0.574593. Ave ac:0.010602,0.016066
Initialization: 5.719000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.514000
Kernel 1: 0.024000
Kernel 2: 84.214996
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.002929 0.785714 fi:0.531449. Ave ac:0.010324,0.012715
Initialization: 5.667000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.525000
Kernel 1: 0.024000
Kernel 2: 81.402000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.003727 0.700000 fi:0.499333. Ave ac:0.010104,0.010994
Initialization: 5.685000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.476000
Kernel 1: 0.024000
Kernel 2: 79.908997
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.003995 0.882353 fi:0.358268. Ave ac:0.010748,0.013960
Initialization: 5.713000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.499000
Kernel 1: 0.024000
Kernel 2: 79.678001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.004527 0.708333 fi:0.480775. Ave ac:0.009524,0.011549
Initialization: 5.657000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.521000
Kernel 1: 0.023000
Kernel 2: 78.428001
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.003462 0.764706 fi:0.417967. Ave ac:0.009472,0.012075
Initialization: 5.872000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.910000
Kernel 1: 0.022000
Kernel 2: 75.799004
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.003727 0.666667 fi:0.499408. Ave ac:0.010297,0.016427
Initialization: 5.662000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.955000
Kernel 1: 0.022000
Kernel 2: 78.574997
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.003194 0.923077 fi:0.290094. Ave ac:0.008098,0.013026
Initialization: 5.751000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.487000
Kernel 1: 0.023000
Kernel 2: 79.612000
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.003995 0.882353 fi:0.296544. Ave ac:0.008252,0.012886
Initialization: 5.695000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.840000
Kernel 1: 0.023000
Kernel 2: 78.001999
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.003727 0.608696 fi:0.580575. Ave ac:0.008138,0.012714
Initialization: 5.690000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.530000
Kernel 1: 0.023000
Kernel 2: 79.570000
Copyback: 0.018000
Sum: 0.029000
It 23,Best ac:0.004525 0.653846 fi:0.501496. Ave ac:0.010972,0.019021
Initialization: 5.630000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.595000
Kernel 1: 0.022000
Kernel 2: 77.898003
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.004261 0.727273 fi:0.468092. Ave ac:0.011516,0.017988
Initialization: 5.658000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.464000
Kernel 1: 0.024000
Kernel 2: 77.183998
Copyback: 0.016000
Sum: 0.025000
It 25,Best ac:0.003462 0.764706 fi:0.430452. Ave ac:0.009397,0.014064
Initialization: 5.677000
Memcpy Classifiers: 0.344000
Memcpy Instances: 7.469000
Kernel 1: 0.023000
Kernel 2: 74.698997
Copyback: 0.017000
Sum: 0.048000
It 26,Best ac:0.005060 0.678571 fi:0.488478. Ave ac:0.012389,0.021077
Initialization: 5.716000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.476000
Kernel 1: 0.024000
Kernel 2: 76.183998
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.005590 0.750000 fi:0.444682. Ave ac:0.010927,0.016428
Initialization: 5.685000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.569000
Kernel 1: 0.023000
Kernel 2: 75.959000
Copyback: 0.016000
Sum: 0.023000
It 28,Best ac:0.003461 0.764706 fi:0.382329. Ave ac:0.009397,0.013886
Initialization: 5.694000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.481000
Kernel 1: 0.023000
Kernel 2: 75.792999
Copyback: 0.016000
Sum: 0.029000
It 29,Best ac:0.007721 0.644444 fi:0.486041. Ave ac:0.007931,0.011609
MDL Theory Length Weight: 3.5018157041 (10)
Initialization: 6.185000
Memcpy Classifiers: 0.322000
Memcpy Instances: 11.322000
Kernel 1: 0.023000
Kernel 2: 77.202003
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.004261 0.800000 fi:0.356214. Ave ac:0.012303,0.017416
Initialization: 6.116000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.478000
Kernel 1: 0.024000
Kernel 2: 76.427002
Copyback: 0.018000
Sum: 0.026000
It 31,Best ac:0.003462 0.684211 fi:0.466951. Ave ac:0.009167,0.014919
Initialization: 5.667000
Memcpy Classifiers: 0.281000
Memcpy Instances: 7.507000
Kernel 1: 0.023000
Kernel 2: 75.583000
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.004260 0.727273 fi:0.428944. Ave ac:0.009625,0.018440
Initialization: 5.664000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.475000
Kernel 1: 0.025000
Kernel 2: 73.737999
Copyback: 0.018000
Sum: 0.023000
It 33,Best ac:0.004527 0.772727 fi:0.407406. Ave ac:0.010649,0.014891
Initialization: 28.238001
Memcpy Instances: 376.223999
Memcpy Classifiers: 0.072000
Kernel 1: 0.023000
Kernel 2: 514.114014
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 510.416992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 497.360992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 523.869019
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 508.332001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 489.130005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 512.797974
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 505.072998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 432.260010
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004809 0.553988 fi:0.625774. Ave ac:0.010556,0.031754
Best acc 0.004809 0.553988
Initialization: 5.655000
Memcpy Classifiers: 0.611000
Memcpy Instances: 7.816000
Kernel 1: 0.024000
Kernel 2: 90.872002
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005837 accuracy2:0.212090
Initialization: 6.142000
Memcpy Classifiers: 0.492000
Memcpy Instances: 7.490000
Kernel 1: 0.024000
Kernel 2: 98.617996
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.003196 0.428571 fi:0.694865. Ave ac:0.009131,0.012796
Initialization: 5.775000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.505000
Kernel 1: 0.023000
Kernel 2: 97.556000
Copyback: 0.016000
Sum: 0.034000
It 1,Best ac:0.003196 0.521739 fi:0.601697. Ave ac:0.011274,0.013759
Initialization: 5.687000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.726000
Kernel 1: 0.023000
Kernel 2: 92.975998
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.003995 0.500000 fi:0.599632. Ave ac:0.010368,0.012076
Initialization: 5.673000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.534000
Kernel 1: 0.022000
Kernel 2: 92.737999
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.003194 0.571429 fi:0.553189. Ave ac:0.010824,0.012550
Initialization: 5.729000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.982000
Kernel 1: 0.022000
Kernel 2: 90.696999
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.003196 0.631579 fi:0.491857. Ave ac:0.009505,0.010121
Initialization: 5.719000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.537000
Kernel 1: 0.023000
Kernel 2: 90.426003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.003462 0.590909 fi:0.508998. Ave ac:0.010114,0.010276
Initialization: 5.766000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.638000
Kernel 1: 0.023000
Kernel 2: 92.504997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.006125 0.589744 fi:0.508791. Ave ac:0.009801,0.008957
Initialization: 5.533000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.481000
Kernel 1: 0.023000
Kernel 2: 91.067001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.004260 0.727273 fi:0.372225. Ave ac:0.010739,0.009577
Initialization: 5.704000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.325000
Kernel 1: 0.023000
Kernel 2: 92.890999
Copyback: 0.018000
Sum: 0.027000
It 8,Best ac:0.003462 0.722222 fi:0.377685. Ave ac:0.009678,0.009175
Initialization: 5.725000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.718000
Kernel 1: 0.023000
Kernel 2: 91.792999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005326 0.625000 fi:0.473946. Ave ac:0.008485,0.007848
Iteration 10:MDL fitness activated
Error 0.473946 TL 0.027050
MDL Theory Length Weight: 5.8403536185 (3)
Initialization: 5.623000
Memcpy Classifiers: 0.574000
Memcpy Instances: 7.469000
Kernel 1: 0.023000
Kernel 2: 90.655998
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.007987 0.600000 fi:0.663480. Ave ac:0.008850,0.007708
Initialization: 5.856000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.014000
Kernel 1: 0.024000
Kernel 2: 90.733002
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003994 0.750000 fi:0.527883. Ave ac:0.010260,0.008643
Initialization: 5.733000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.477000
Kernel 1: 0.023000
Kernel 2: 84.946999
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.007453 0.549020 fi:0.670252. Ave ac:0.008704,0.009111
Initialization: 6.306000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.504000
Kernel 1: 0.022000
Kernel 2: 85.807999
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.007723 0.763158 fi:0.517793. Ave ac:0.012480,0.011121
Initialization: 5.718000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.476000
Kernel 1: 0.022000
Kernel 2: 86.017998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.006390 0.705882 fi:0.552518. Ave ac:0.010173,0.008128
Initialization: 5.646000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.583000
Kernel 1: 0.023000
Kernel 2: 84.950996
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.003727 0.666667 fi:0.568834. Ave ac:0.010409,0.009309
Initialization: 5.777000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.496000
Kernel 1: 0.024000
Kernel 2: 85.796997
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.005593 0.777778 fi:0.514991. Ave ac:0.011470,0.011009
Initialization: 5.671000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.500000
Kernel 1: 0.023000
Kernel 2: 81.190002
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.003994 0.652174 fi:0.559226. Ave ac:0.010030,0.010055
Initialization: 5.619000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.467000
Kernel 1: 0.023000
Kernel 2: 83.282997
Copyback: 0.017000
Sum: 0.036000
It 18,Best ac:0.003994 0.833333 fi:0.414882. Ave ac:0.011078,0.009840
Initialization: 5.696000
Memcpy Classifiers: 0.487000
Memcpy Instances: 11.264000
Kernel 1: 0.023000
Kernel 2: 79.616997
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004527 0.653846 fi:0.559221. Ave ac:0.013051,0.011352
Initialization: 5.729000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.525000
Kernel 1: 0.023000
Kernel 2: 80.778999
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.003195 0.800000 fi:0.457017. Ave ac:0.010979,0.010407
Initialization: 5.677000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.540000
Kernel 1: 0.023000
Kernel 2: 79.280998
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.003995 0.789474 fi:0.420304. Ave ac:0.010699,0.009219
Initialization: 5.659000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.813000
Kernel 1: 0.023000
Kernel 2: 78.452003
Copyback: 0.018000
Sum: 0.037000
It 22,Best ac:0.003728 0.666667 fi:0.558472. Ave ac:0.009694,0.011142
Initialization: 5.805000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.471000
Kernel 1: 0.023000
Kernel 2: 80.139000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.003728 0.823529 fi:0.406092. Ave ac:0.009696,0.009986
Initialization: 5.705000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.469000
Kernel 1: 0.022000
Kernel 2: 80.490997
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.005059 0.703704 fi:0.505886. Ave ac:0.008742,0.012566
Initialization: 5.675000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.461000
Kernel 1: 0.023000
Kernel 2: 79.014999
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.002929 0.846154 fi:0.464981. Ave ac:0.009628,0.010844
Initialization: 5.719000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.542000
Kernel 1: 0.022000
Kernel 2: 78.894997
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.003995 0.681818 fi:0.516001. Ave ac:0.007651,0.009108
Initialization: 5.630000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.488000
Kernel 1: 0.023000
Kernel 2: 79.364998
Copyback: 0.019000
Sum: 0.027000
It 27,Best ac:0.003994 0.789474 fi:0.458739. Ave ac:0.007751,0.009340
Initialization: 6.182000
Memcpy Classifiers: 0.268000
Memcpy Instances: 8.304000
Kernel 1: 0.023000
Kernel 2: 78.001999
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.002929 0.846154 fi:0.470872. Ave ac:0.010310,0.011672
Initialization: 6.218000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.503000
Kernel 1: 0.024000
Kernel 2: 75.561996
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.004526 0.680000 fi:0.492280. Ave ac:0.009449,0.011934
Initialization: 5.709000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.504000
Kernel 1: 0.024000
Kernel 2: 77.961998
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.004526 0.653846 fi:0.512977. Ave ac:0.012448,0.016687
Initialization: 5.699000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.466000
Kernel 1: 0.024000
Kernel 2: 75.038002
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.006391 0.705882 fi:0.456340. Ave ac:0.013767,0.017833
Initialization: 5.713000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.482000
Kernel 1: 0.023000
Kernel 2: 77.138000
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003726 0.700000 fi:0.460769. Ave ac:0.013800,0.018376
MDL Theory Length Weight: 5.2563182566 (10)
Initialization: 5.729000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.493000
Kernel 1: 0.023000
Kernel 2: 77.877998
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.007190 0.627907 fi:0.545966. Ave ac:0.012343,0.017097
Initialization: 28.427000
Memcpy Instances: 378.871002
Memcpy Classifiers: 0.068000
Kernel 1: 0.024000
Kernel 2: 511.830994
Copyback: 0.364000
Sum: 0.014000
Memcpy Classifiers: 0.063000
Kernel 1: 0.018000
Kernel 2: 540.581970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 542.898010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 532.090027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 537.934021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 546.742004
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.069000
Kernel 1: 0.033000
Kernel 2: 528.192993
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 532.369995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 471.398010
Copyback: 0.016000
Sum: 0.003000
It 34,Best ac:0.003973 0.501344 fi:0.655742. Ave ac:0.013424,0.042398
Best acc 0.003973 0.501344
Rule:Att PSSM_-2_4 is [-7.005444,-2.347155]|Att PSSM_-2_17 is [>-2.763463]|Att PSSM_-1_7 is [<-1.213190]|Att PSSM_0_2 is [<-1.044809]|Att PSSM_0_4 is [-6.843591,-0.892790]|Att PSSM_1_12 is [-5.527567,-1.829817]|Att PSSM_2_14 is [>-3.566605]|Att PSSM_2_17 is [-3.555247,5.492517]|Att PSSM_4_5 is [>-6.368480]|1
Accuracy : 0.785874
0	1	
149992	14088	
36154	34404	
Removed 1630 instances. 186146 Instances left. Acc of rule 0.004809-0.553988
Initialization: 5.682000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.442000
Kernel 1: 0.024000
Kernel 2: 96.569000
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005198 accuracy2:0.194494
Initialization: 5.690000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.390000
Kernel 1: 0.025000
Kernel 2: 97.365997
Copyback: 0.016000
Sum: 0.030000
It 0,Best ac:0.005641 0.525000 fi:0.573737. Ave ac:0.008840,0.010888
Initialization: 5.650000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.424000
Kernel 1: 0.024000
Kernel 2: 99.117996
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.010207 0.500000 fi:0.596346. Ave ac:0.012127,0.013087
Initialization: 5.675000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.396000
Kernel 1: 0.024000
Kernel 2: 98.836998
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.006984 0.472727 fi:0.625307. Ave ac:0.012229,0.013518
Initialization: 5.667000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.484000
Kernel 1: 0.023000
Kernel 2: 98.433998
Copyback: 0.022000
Sum: 0.034000
It 3,Best ac:0.003224 0.571429 fi:0.530185. Ave ac:0.012098,0.013513
Initialization: 5.659000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.390000
Kernel 1: 0.024000
Kernel 2: 98.147003
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.003761 0.560000 fi:0.539722. Ave ac:0.011244,0.012451
Initialization: 5.583000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.636000
Kernel 1: 0.024000
Kernel 2: 99.772003
Copyback: 0.371000
Sum: 0.031000
It 5,Best ac:0.004566 0.708333 fi:0.390966. Ave ac:0.008998,0.008577
Initialization: 5.696000
Memcpy Classifiers: 0.478000
Memcpy Instances: 7.395000
Kernel 1: 0.024000
Kernel 2: 100.003998
Copyback: 0.018000
Sum: 0.035000
It 6,Best ac:0.005909 0.594595 fi:0.504002. Ave ac:0.009245,0.008143
Initialization: 5.758000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.417000
Kernel 1: 0.023000
Kernel 2: 95.916000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.002149 1.000000 fi:0.401075. Ave ac:0.008439,0.007671
Initialization: 5.740000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.444000
Kernel 1: 0.023000
Kernel 2: 97.400002
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.005641 0.677419 fi:0.421318. Ave ac:0.007369,0.006587
Initialization: 5.740000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.432000
Kernel 1: 0.023000
Kernel 2: 97.787003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003223 0.631579 fi:0.470034. Ave ac:0.007583,0.007265
Iteration 10:MDL fitness activated
Error 0.470034 TL 0.034497
MDL Theory Length Weight: 4.5418377200 (5)
Initialization: 5.665000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.958000
Kernel 1: 0.022000
Kernel 2: 96.010002
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.008327 0.673913 fi:0.572590. Ave ac:0.006668,0.006303
Initialization: 5.782000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.391000
Kernel 1: 0.023000
Kernel 2: 96.206001
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.005373 0.666667 fi:0.545965. Ave ac:0.007236,0.008090
Initialization: 5.654000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.439000
Kernel 1: 0.023000
Kernel 2: 97.514999
Copyback: 0.018000
Sum: 0.040000
It 12,Best ac:0.004566 0.653846 fi:0.626414. Ave ac:0.007799,0.008416
Initialization: 5.706000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.916000
Kernel 1: 0.022000
Kernel 2: 96.272003
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.004835 0.782609 fi:0.445713. Ave ac:0.010193,0.009673
Initialization: 5.608000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.165000
Kernel 1: 0.023000
Kernel 2: 93.773003
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.003492 0.684211 fi:0.573374. Ave ac:0.009994,0.012781
Initialization: 5.783000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.401000
Kernel 1: 0.023000
Kernel 2: 97.460999
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.005372 0.689655 fi:0.509752. Ave ac:0.010909,0.013641
Initialization: 5.592000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.411000
Kernel 1: 0.024000
Kernel 2: 95.153999
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004029 0.750000 fi:0.456104. Ave ac:0.010695,0.012338
Initialization: 5.695000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.405000
Kernel 1: 0.023000
Kernel 2: 98.303001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.003223 0.705882 fi:0.490051. Ave ac:0.009418,0.010840
Initialization: 6.152000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.414000
Kernel 1: 0.023000
Kernel 2: 92.013000
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.004028 0.750000 fi:0.457946. Ave ac:0.007909,0.009591
Initialization: 5.767000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.440000
Kernel 1: 0.022000
Kernel 2: 88.281998
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004299 0.695652 fi:0.497605. Ave ac:0.007110,0.009121
Initialization: 5.646000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.415000
Kernel 1: 0.023000
Kernel 2: 89.188004
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.003492 0.684211 fi:0.522014. Ave ac:0.009960,0.011872
Initialization: 5.617000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.419000
Kernel 1: 0.024000
Kernel 2: 86.637001
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.004298 0.761905 fi:0.452367. Ave ac:0.009128,0.010696
Initialization: 5.615000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.393000
Kernel 1: 0.024000
Kernel 2: 81.822998
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.004299 0.761905 fi:0.426450. Ave ac:0.007891,0.010205
Initialization: 5.685000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.960000
Kernel 1: 0.022000
Kernel 2: 83.057999
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.003760 0.736842 fi:0.494010. Ave ac:0.010084,0.012762
Initialization: 5.728000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.395000
Kernel 1: 0.023000
Kernel 2: 82.459999
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.002955 0.785714 fi:0.497288. Ave ac:0.008642,0.009456
Initialization: 5.672000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.954000
Kernel 1: 0.024000
Kernel 2: 79.517998
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.003492 0.722222 fi:0.483382. Ave ac:0.006677,0.008605
Initialization: 6.112000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.479000
Kernel 1: 0.023000
Kernel 2: 80.274002
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.003760 0.777778 fi:0.436351. Ave ac:0.009990,0.011116
Initialization: 5.730000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.473000
Kernel 1: 0.024000
Kernel 2: 78.988998
Copyback: 0.018000
Sum: 0.032000
It 27,Best ac:0.004835 0.692308 fi:0.499757. Ave ac:0.006056,0.008081
Initialization: 5.599000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.453000
Kernel 1: 0.023000
Kernel 2: 80.694000
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.003492 0.812500 fi:0.381458. Ave ac:0.007150,0.011393
Initialization: 5.680000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.410000
Kernel 1: 0.023000
Kernel 2: 76.464996
Copyback: 0.018000
Sum: 0.033000
It 29,Best ac:0.003223 0.750000 fi:0.489526. Ave ac:0.004580,0.008692
Initialization: 5.698000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.388000
Kernel 1: 0.024000
Kernel 2: 76.932999
Copyback: 0.017000
Sum: 0.036000
It 30,Best ac:0.004835 0.692308 fi:0.477955. Ave ac:0.008391,0.010926
Initialization: 5.661000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.402000
Kernel 1: 0.024000
Kernel 2: 75.519997
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.003223 0.705882 fi:0.502093. Ave ac:0.005388,0.007023
Initialization: 5.651000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.146000
Kernel 1: 0.022000
Kernel 2: 77.389999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.003760 0.583333 fi:0.597276. Ave ac:0.007741,0.012224
Initialization: 5.680000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.430000
Kernel 1: 0.023000
Kernel 2: 75.913002
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.004298 0.727273 fi:0.454054. Ave ac:0.008455,0.009803
Initialization: 28.589001
Memcpy Instances: 374.096008
Memcpy Classifiers: 0.075000
Kernel 1: 0.026000
Kernel 2: 518.601013
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 511.592010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 527.093018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 561.604980
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 544.122009
Copyback: 0.014000
Sum: 0.003000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 525.443970
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 524.268005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 530.768982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 382.674988
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003707 0.575960 fi:0.594893. Ave ac:0.010245,0.029940
Best acc 0.003707 0.575960
Initialization: 5.630000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.455000
Kernel 1: 0.024000
Kernel 2: 92.489998
Copyback: 0.018000
Sum: 0.044000
Initial population average accuracy1:0.005302 accuracy2:0.188489
Initialization: 5.665000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.450000
Kernel 1: 0.024000
Kernel 2: 98.805000
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.004029 0.441176 fi:0.658405. Ave ac:0.009667,0.011564
Initialization: 5.617000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.538000
Kernel 1: 0.025000
Kernel 2: 98.819000
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.002955 0.523810 fi:0.652669. Ave ac:0.010417,0.011637
Initialization: 5.651000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.576000
Kernel 1: 0.023000
Kernel 2: 95.519997
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.007789 0.508772 fi:0.588840. Ave ac:0.011871,0.013656
Initialization: 5.657000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.430000
Kernel 1: 0.023000
Kernel 2: 91.382004
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.003492 0.520000 fi:0.579862. Ave ac:0.010600,0.010433
Initialization: 6.138000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.434000
Kernel 1: 0.023000
Kernel 2: 88.692001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003223 0.545455 fi:0.556159. Ave ac:0.010056,0.009674
Initialization: 5.606000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.464000
Kernel 1: 0.024000
Kernel 2: 86.917000
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.003760 0.538462 fi:0.561260. Ave ac:0.007935,0.006689
Initialization: 5.656000
Memcpy Classifiers: 0.408000
Memcpy Instances: 7.462000
Kernel 1: 0.024000
Kernel 2: 87.918999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.004298 0.727273 fi:0.372168. Ave ac:0.010066,0.008440
Initialization: 5.668000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.432000
Kernel 1: 0.022000
Kernel 2: 85.663002
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.005103 0.575758 fi:0.523261. Ave ac:0.007354,0.006945
Initialization: 5.705000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.400000
Kernel 1: 0.023000
Kernel 2: 86.764000
Copyback: 0.016000
Sum: 0.033000
It 8,Best ac:0.002686 0.769231 fi:0.482114. Ave ac:0.009117,0.007465
Initialization: 5.672000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.394000
Kernel 1: 0.025000
Kernel 2: 86.971001
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.004566 0.739130 fi:0.360169. Ave ac:0.007912,0.006929
Iteration 10:MDL fitness activated
Error 0.360169 TL 0.041874
MDL Theory Length Weight: 2.8671031810 (1)
Initialization: 5.578000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.954000
Kernel 1: 0.023000
Kernel 2: 86.737999
Copyback: 0.016000
Sum: 0.030000
It 10,Best ac:0.003492 0.650000 fi:0.556616. Ave ac:0.007145,0.006650
Initialization: 5.617000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.462000
Kernel 1: 0.023000
Kernel 2: 86.239998
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.003492 0.590909 fi:0.608423. Ave ac:0.008849,0.007464
Initialization: 5.651000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.446000
Kernel 1: 0.023000
Kernel 2: 84.310997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003223 0.571429 fi:0.625245. Ave ac:0.007239,0.007304
Initialization: 5.612000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.535000
Kernel 1: 0.023000
Kernel 2: 84.774002
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.004030 0.681818 fi:0.524193. Ave ac:0.008922,0.007258
Initialization: 5.588000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.406000
Kernel 1: 0.023000
Kernel 2: 85.621002
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.003760 0.636364 fi:0.546927. Ave ac:0.009175,0.007451
Initialization: 5.710000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.446000
Kernel 1: 0.023000
Kernel 2: 85.693001
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.007252 0.627907 fi:0.571734. Ave ac:0.008452,0.007171
Initialization: 5.680000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.390000
Kernel 1: 0.023000
Kernel 2: 84.561996
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004834 0.666667 fi:0.520858. Ave ac:0.008241,0.006958
Initialization: 6.173000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.400000
Kernel 1: 0.023000
Kernel 2: 84.248001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.004298 0.727273 fi:0.459412. Ave ac:0.008156,0.008700
Initialization: 5.620000
Memcpy Classifiers: 0.384000
Memcpy Instances: 7.411000
Kernel 1: 0.023000
Kernel 2: 81.566002
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.004298 0.695652 fi:0.484286. Ave ac:0.006884,0.006501
Initialization: 5.648000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.399000
Kernel 1: 0.023000
Kernel 2: 80.483002
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.003223 0.705882 fi:0.455271. Ave ac:0.008875,0.007395
Initialization: 5.698000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.402000
Kernel 1: 0.022000
Kernel 2: 78.817001
Copyback: 0.020000
Sum: 0.034000
It 20,Best ac:0.003493 0.812500 fi:0.383748. Ave ac:0.007723,0.007198
Initialization: 5.615000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.459000
Kernel 1: 0.022000
Kernel 2: 79.580002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.004298 0.727273 fi:0.453300. Ave ac:0.007895,0.007600
Initialization: 5.675000
Memcpy Classifiers: 0.359000
Memcpy Instances: 7.399000
Kernel 1: 0.022000
Kernel 2: 80.844002
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.004835 0.818182 fi:0.353677. Ave ac:0.008626,0.007911
Initialization: 5.684000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.987000
Kernel 1: 0.024000
Kernel 2: 82.776001
Copyback: 0.016000
Sum: 0.030000
It 23,Best ac:0.002955 0.916667 fi:0.339567. Ave ac:0.008884,0.008581
Initialization: 5.701000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.538000
Kernel 1: 0.023000
Kernel 2: 79.755997
Copyback: 0.018000
Sum: 0.034000
It 24,Best ac:0.003760 0.777778 fi:0.368152. Ave ac:0.009345,0.009692
Initialization: 5.704000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.575000
Kernel 1: 0.023000
Kernel 2: 78.285004
Copyback: 0.018000
Sum: 0.036000
It 25,Best ac:0.003223 0.923077 fi:0.241588. Ave ac:0.008943,0.008766
Initialization: 6.089000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.668000
Kernel 1: 0.023000
Kernel 2: 79.477997
Copyback: 0.016000
Sum: 0.033000
It 26,Best ac:0.004566 0.708333 fi:0.461335. Ave ac:0.008939,0.007975
Initialization: 5.592000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.780000
Kernel 1: 0.023000
Kernel 2: 79.754997
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.004298 0.666667 fi:0.499813. Ave ac:0.006822,0.006025
Initialization: 5.662000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.445000
Kernel 1: 0.024000
Kernel 2: 81.269997
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.003223 0.800000 fi:0.369145. Ave ac:0.008687,0.009292
Initialization: 5.614000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.434000
Kernel 1: 0.023000
Kernel 2: 80.018997
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.003492 0.684211 fi:0.472307. Ave ac:0.006586,0.005587
Initialization: 5.651000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.735000
Kernel 1: 0.023000
Kernel 2: 79.041000
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.003760 0.777778 fi:0.402275. Ave ac:0.007520,0.006861
Initialization: 5.622000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.493000
Kernel 1: 0.023000
Kernel 2: 79.327003
Copyback: 0.016000
Sum: 0.028000
It 31,Best ac:0.004029 0.652174 fi:0.488355. Ave ac:0.006105,0.007289
Initialization: 5.616000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.436000
Kernel 1: 0.024000
Kernel 2: 77.180000
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.004030 0.750000 fi:0.406417. Ave ac:0.008644,0.007591
Initialization: 6.292000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.532000
Kernel 1: 0.024000
Kernel 2: 76.992996
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.003224 0.800000 fi:0.368276. Ave ac:0.007193,0.006161
Initialization: 28.360001
Memcpy Instances: 366.721985
Memcpy Classifiers: 0.076000
Kernel 1: 0.024000
Kernel 2: 537.721008
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 529.132019
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 540.323975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 533.801025
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 534.783997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 537.221985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 535.356018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 532.247986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 403.158997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003164 0.546382 fi:0.638462. Ave ac:0.007307,0.021029
Best acc 0.003164 0.546382
Rule:Att PSSM_0_7 is [<-3.778776]|Att PSSM_0_12 is [<-2.270964]|Att PSSM_0_13 is [-3.431553,10.589836]|Att PSSM_1_11 is [<6.268886]|Att PSSM_3_18 is [-1.608125,12.464464]|Att PSSM_4_9 is [<7.823029]|Att PSSM_4_12 is [<-0.524795]|1
Accuracy : 0.786650
0	1	
149484	14596	
35464	35094	
Removed 1198 instances. 184948 Instances left. Acc of rule 0.003707-0.575960
Initialization: 5.657000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.406000
Kernel 1: 0.024000
Kernel 2: 93.553001
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.006027 accuracy2:0.175138
Initialization: 5.713000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.353000
Kernel 1: 0.022000
Kernel 2: 96.737000
Copyback: 0.018000
Sum: 0.041000
It 0,Best ac:0.005677 0.538462 fi:0.560222. Ave ac:0.010017,0.014321
Initialization: 5.603000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.351000
Kernel 1: 0.024000
Kernel 2: 97.259003
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004325 0.470588 fi:0.628808. Ave ac:0.011539,0.015767
Initialization: 5.613000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.447000
Kernel 1: 0.023000
Kernel 2: 91.685997
Copyback: 0.016000
Sum: 0.028000
It 2,Best ac:0.004867 0.529412 fi:0.569697. Ave ac:0.011111,0.015656
Initialization: 5.675000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.836000
Kernel 1: 0.022000
Kernel 2: 93.291000
Copyback: 0.371000
Sum: 0.032000
It 3,Best ac:0.007570 0.538462 fi:0.559213. Ave ac:0.010866,0.013079
Initialization: 5.636000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.387000
Kernel 1: 0.023000
Kernel 2: 94.614998
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.002163 0.800000 fi:0.589249. Ave ac:0.011585,0.012980
Initialization: 5.623000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.381000
Kernel 1: 0.023000
Kernel 2: 89.093002
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.002433 0.818182 fi:0.494723. Ave ac:0.012736,0.013982
Initialization: 5.606000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.370000
Kernel 1: 0.023000
Kernel 2: 85.468002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.003244 0.600000 fi:0.499970. Ave ac:0.012520,0.015352
Initialization: 5.710000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.378000
Kernel 1: 0.022000
Kernel 2: 83.555000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003514 0.764706 fi:0.335123. Ave ac:0.011774,0.012149
Initialization: 5.633000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.333000
Kernel 1: 0.024000
Kernel 2: 80.443001
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.004056 0.535714 fi:0.563825. Ave ac:0.011803,0.013091
Initialization: 5.600000
Memcpy Classifiers: 0.414000
Memcpy Instances: 9.258000
Kernel 1: 0.022000
Kernel 2: 83.268997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.004325 0.533333 fi:0.566063. Ave ac:0.010402,0.011044
Iteration 10:MDL fitness activated
Error 0.566063 TL 0.037479
MDL Theory Length Weight: 5.0345393206 (3)
Initialization: 5.605000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.357000
Kernel 1: 0.022000
Kernel 2: 83.523003
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.007301 0.675000 fi:0.571573. Ave ac:0.011550,0.011228
Initialization: 5.593000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.393000
Kernel 1: 0.023000
Kernel 2: 81.646004
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.005677 0.777778 fi:0.490968. Ave ac:0.013842,0.015502
Initialization: 5.633000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.491000
Kernel 1: 0.023000
Kernel 2: 78.024002
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.003244 0.750000 fi:0.497395. Ave ac:0.012653,0.014191
Initialization: 5.608000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.380000
Kernel 1: 0.023000
Kernel 2: 77.000999
Copyback: 0.018000
Sum: 0.033000
It 13,Best ac:0.003514 0.866667 fi:0.378141. Ave ac:0.012030,0.015062
Initialization: 5.660000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.338000
Kernel 1: 0.023000
Kernel 2: 76.254997
Copyback: 0.016000
Sum: 0.033000
It 14,Best ac:0.004325 0.666667 fi:0.560134. Ave ac:0.013486,0.016344
Initialization: 6.311000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.417000
Kernel 1: 0.023000
Kernel 2: 75.677002
Copyback: 0.019000
Sum: 0.037000
It 15,Best ac:0.004325 0.695652 fi:0.524183. Ave ac:0.015613,0.020919
Initialization: 5.590000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.371000
Kernel 1: 0.023000
Kernel 2: 72.697998
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.007301 0.627907 fi:0.551126. Ave ac:0.013359,0.015613
Initialization: 5.824000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.356000
Kernel 1: 0.024000
Kernel 2: 71.814003
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.002974 0.733333 fi:0.531754. Ave ac:0.012023,0.015607
Initialization: 5.646000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.378000
Kernel 1: 0.023000
Kernel 2: 69.192001
Copyback: 0.018000
Sum: 0.030000
It 18,Best ac:0.007301 0.613636 fi:0.590921. Ave ac:0.013310,0.019704
Initialization: 5.713000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.405000
Kernel 1: 0.023000
Kernel 2: 69.605003
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.003784 0.666667 fi:0.523204. Ave ac:0.018854,0.024180
Initialization: 5.785000
Memcpy Classifiers: 0.366000
Memcpy Instances: 7.376000
Kernel 1: 0.023000
Kernel 2: 69.220001
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.003785 0.666667 fi:0.496542. Ave ac:0.014056,0.015982
Initialization: 5.643000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.348000
Kernel 1: 0.023000
Kernel 2: 67.788002
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.002975 0.785714 fi:0.514170. Ave ac:0.012493,0.016813
Initialization: 5.592000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.451000
Kernel 1: 0.022000
Kernel 2: 69.357002
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003244 0.666667 fi:0.477490. Ave ac:0.011209,0.013076
MDL Theory Length Weight: 4.5310853885 (10)
Initialization: 5.615000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.818000
Kernel 1: 0.023000
Kernel 2: 68.384003
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.003244 0.857143 fi:0.368530. Ave ac:0.015742,0.017118
Initialization: 5.670000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.384000
Kernel 1: 0.024000
Kernel 2: 72.024002
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.004054 0.714286 fi:0.466424. Ave ac:0.011710,0.014145
Initialization: 5.662000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.379000
Kernel 1: 0.024000
Kernel 2: 70.138000
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.003786 0.636364 fi:0.533831. Ave ac:0.010104,0.010322
Initialization: 5.584000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.391000
Kernel 1: 0.023000
Kernel 2: 70.669998
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.003514 0.722222 fi:0.451585. Ave ac:0.010306,0.015182
Initialization: 5.750000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.405000
Kernel 1: 0.021000
Kernel 2: 69.342003
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.007838 0.591837 fi:0.592352. Ave ac:0.008056,0.010220
Initialization: 5.635000
Memcpy Classifiers: 0.804000
Memcpy Instances: 7.363000
Kernel 1: 0.022000
Kernel 2: 71.843002
Copyback: 0.018000
Sum: 0.027000
It 28,Best ac:0.005405 0.666667 fi:0.507957. Ave ac:0.010390,0.012423
Initialization: 5.622000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.335000
Kernel 1: 0.023000
Kernel 2: 73.882004
Copyback: 0.018000
Sum: 0.029000
It 29,Best ac:0.003785 0.823529 fi:0.345344. Ave ac:0.009989,0.011409
Initialization: 5.577000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.085000
Kernel 1: 0.023000
Kernel 2: 73.802002
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.003784 0.700000 fi:0.489563. Ave ac:0.010592,0.011812
Initialization: 6.085000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.427000
Kernel 1: 0.023000
Kernel 2: 75.996002
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.006488 0.585366 fi:0.586021. Ave ac:0.010196,0.012022
Initialization: 5.677000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.348000
Kernel 1: 0.023000
Kernel 2: 75.417999
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.002974 0.733333 fi:0.486855. Ave ac:0.013698,0.015372
Initialization: 5.654000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.400000
Kernel 1: 0.022000
Kernel 2: 72.870003
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.004325 0.640000 fi:0.543913. Ave ac:0.013459,0.013984
Initialization: 28.926001
Memcpy Instances: 367.830994
Memcpy Classifiers: 0.067000
Kernel 1: 0.026000
Kernel 2: 527.737976
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.019000
Kernel 2: 516.085999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 517.734009
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.068000
Kernel 1: 0.022000
Kernel 2: 514.135986
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 508.829987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 522.497009
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 517.213989
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 523.710999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 239.423996
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003823 0.458793 fi:0.680636. Ave ac:0.013396,0.041607
Best acc 0.003823 0.458793
Initialization: 5.672000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.415000
Kernel 1: 0.023000
Kernel 2: 91.542999
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.004776 accuracy2:0.188007
Initialization: 5.623000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.420000
Kernel 1: 0.023000
Kernel 2: 99.245003
Copyback: 0.016000
Sum: 0.031000
It 0,Best ac:0.005948 0.423077 fi:0.675458. Ave ac:0.008543,0.011567
Initialization: 5.729000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.340000
Kernel 1: 0.024000
Kernel 2: 97.667999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.003245 0.480000 fi:0.619970. Ave ac:0.010487,0.012364
Initialization: 5.593000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.339000
Kernel 1: 0.023000
Kernel 2: 97.345001
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.004325 0.592593 fi:0.506803. Ave ac:0.009766,0.009984
Initialization: 5.577000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.406000
Kernel 1: 0.023000
Kernel 2: 93.212997
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.003243 0.750000 fi:0.349972. Ave ac:0.008815,0.008413
Initialization: 6.065000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.360000
Kernel 1: 0.022000
Kernel 2: 93.654999
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.004055 0.576923 fi:0.522619. Ave ac:0.009305,0.009721
Initialization: 5.805000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.483000
Kernel 1: 0.023000
Kernel 2: 93.366997
Copyback: 0.018000
Sum: 0.036000
It 5,Best ac:0.003515 0.650000 fi:0.449826. Ave ac:0.008044,0.008364
Initialization: 5.705000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.365000
Kernel 1: 0.023000
Kernel 2: 92.297997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.005407 0.689655 fi:0.409167. Ave ac:0.008162,0.008565
Initialization: 5.693000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.361000
Kernel 1: 0.024000
Kernel 2: 96.098000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003244 0.750000 fi:0.349970. Ave ac:0.007899,0.008202
Initialization: 5.667000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.769000
Kernel 1: 0.022000
Kernel 2: 96.320000
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.005677 0.724138 fi:0.374541. Ave ac:0.006759,0.006861
Initialization: 5.668000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.383000
Kernel 1: 0.023000
Kernel 2: 92.319000
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.004054 0.600000 fi:0.499542. Ave ac:0.005955,0.005742
Iteration 10:MDL fitness activated
Error 0.499542 TL 0.036436
MDL Theory Length Weight: 4.5700595646 (3)
Initialization: 5.791000
Memcpy Classifiers: 0.438000
Memcpy Instances: 7.824000
Kernel 1: 0.022000
Kernel 2: 91.120003
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.003784 0.823529 fi:0.446633. Ave ac:0.007332,0.006671
Initialization: 5.683000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.349000
Kernel 1: 0.023000
Kernel 2: 91.296997
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.005407 0.606061 fi:0.653812. Ave ac:0.007476,0.006879
Initialization: 5.730000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.336000
Kernel 1: 0.024000
Kernel 2: 89.324997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003245 0.750000 fi:0.489034. Ave ac:0.007360,0.007417
Initialization: 5.629000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.359000
Kernel 1: 0.023000
Kernel 2: 90.507004
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.003514 0.866667 fi:0.404559. Ave ac:0.008972,0.009187
Initialization: 5.587000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.340000
Kernel 1: 0.024000
Kernel 2: 90.112999
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.004866 0.720000 fi:0.553916. Ave ac:0.007398,0.007169
Initialization: 5.621000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.532000
Kernel 1: 0.023000
Kernel 2: 90.198997
Copyback: 0.019000
Sum: 0.039000
It 15,Best ac:0.002703 0.833333 fi:0.578051. Ave ac:0.008389,0.008867
Initialization: 5.601000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.419000
Kernel 1: 0.023000
Kernel 2: 88.917000
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.006218 0.741935 fi:0.500808. Ave ac:0.009968,0.009020
Initialization: 5.663000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.387000
Kernel 1: 0.023000
Kernel 2: 90.775002
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.004054 0.681818 fi:0.531758. Ave ac:0.007698,0.007613
Initialization: 5.782000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.346000
Kernel 1: 0.023000
Kernel 2: 87.112000
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.005407 0.689655 fi:0.520124. Ave ac:0.007366,0.007447
Initialization: 5.706000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.366000
Kernel 1: 0.023000
Kernel 2: 86.279999
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.004597 0.708333 fi:0.528644. Ave ac:0.008752,0.008979
Initialization: 5.710000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.569000
Kernel 1: 0.024000
Kernel 2: 88.083000
Copyback: 0.017000
Sum: 0.209000
It 20,Best ac:0.006486 0.648649 fi:0.575136. Ave ac:0.007968,0.008305
Initialization: 5.627000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.370000
Kernel 1: 0.023000
Kernel 2: 87.681999
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.003515 0.684211 fi:0.530967. Ave ac:0.010275,0.010085
Initialization: 6.125000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.356000
Kernel 1: 0.023000
Kernel 2: 87.889000
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.006218 0.718750 fi:0.487943. Ave ac:0.010621,0.010992
MDL Theory Length Weight: 4.1130536082 (10)
Initialization: 5.618000
Memcpy Classifiers: 0.368000
Memcpy Instances: 7.339000
Kernel 1: 0.024000
Kernel 2: 84.390999
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.004596 0.680000 fi:0.486213. Ave ac:0.012841,0.012547
Initialization: 5.632000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.828000
Kernel 1: 0.023000
Kernel 2: 82.575996
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.004055 0.652174 fi:0.578500. Ave ac:0.011862,0.011896
Initialization: 5.687000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.338000
Kernel 1: 0.023000
Kernel 2: 82.176003
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.006218 0.741935 fi:0.424799. Ave ac:0.011799,0.011941
Initialization: 5.679000
Memcpy Classifiers: 0.389000
Memcpy Instances: 7.805000
Kernel 1: 0.023000
Kernel 2: 81.522003
Copyback: 0.020000
Sum: 0.031000
It 26,Best ac:0.003514 0.722222 fi:0.465187. Ave ac:0.010302,0.011090
Initialization: 6.130000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.763000
Kernel 1: 0.023000
Kernel 2: 80.311996
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.003515 0.650000 fi:0.520395. Ave ac:0.010580,0.015326
Initialization: 5.598000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.351000
Kernel 1: 0.025000
Kernel 2: 80.303001
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.004596 0.629630 fi:0.559642. Ave ac:0.011200,0.011300
Initialization: 5.725000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.356000
Kernel 1: 0.023000
Kernel 2: 77.216003
Copyback: 0.016000
Sum: 0.028000
It 29,Best ac:0.003784 0.823529 fi:0.363740. Ave ac:0.012554,0.014127
Initialization: 5.604000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.377000
Kernel 1: 0.024000
Kernel 2: 74.785004
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.003515 0.722222 fi:0.438978. Ave ac:0.010668,0.010611
Initialization: 5.667000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.347000
Kernel 1: 0.024000
Kernel 2: 73.491997
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.002973 0.916667 fi:0.332317. Ave ac:0.009686,0.011278
Initialization: 5.609000
Memcpy Classifiers: 0.252000
Memcpy Instances: 7.491000
Kernel 1: 0.023000
Kernel 2: 71.537003
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003245 0.666667 fi:0.515799. Ave ac:0.007149,0.008765
Initialization: 6.147000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.367000
Kernel 1: 0.023000
Kernel 2: 71.394997
Copyback: 0.018000
Sum: 0.028000
It 33,Best ac:0.003244 0.800000 fi:0.393173. Ave ac:0.011014,0.015666
Initialization: 28.804001
Memcpy Instances: 366.987000
Memcpy Classifiers: 0.069000
Kernel 1: 0.026000
Kernel 2: 513.810974
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 495.796997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 507.901001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 514.161011
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 505.742004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 497.315002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 523.612000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 501.651001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 239.753998
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.030701 0.459645 fi:0.675308. Ave ac:0.009744,0.029768
Best acc 0.030701 0.459645
Initialization: 5.616000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.351000
Kernel 1: 0.025000
Kernel 2: 89.655998
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.004727 accuracy2:0.194489
Initialization: 5.597000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.394000
Kernel 1: 0.022000
Kernel 2: 95.393997
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.004054 0.517241 fi:0.582301. Ave ac:0.008467,0.013517
Initialization: 5.648000
Memcpy Classifiers: 0.533000
Memcpy Instances: 7.416000
Kernel 1: 0.023000
Kernel 2: 99.658997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005948 0.478261 fi:0.620275. Ave ac:0.009811,0.014246
Initialization: 5.589000
Memcpy Classifiers: 0.536000
Memcpy Instances: 7.358000
Kernel 1: 0.023000
Kernel 2: 95.481003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.002703 0.666667 fi:0.569895. Ave ac:0.008913,0.010494
Initialization: 5.603000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.348000
Kernel 1: 0.023000
Kernel 2: 95.135002
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.011898 0.483516 fi:0.611864. Ave ac:0.008930,0.009340
Initialization: 5.663000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.380000
Kernel 1: 0.023000
Kernel 2: 93.678001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003245 0.571429 fi:0.528541. Ave ac:0.009698,0.011336
Initialization: 5.586000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.353000
Kernel 1: 0.023000
Kernel 2: 93.036003
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.005677 0.583333 fi:0.515346. Ave ac:0.009722,0.010063
Initialization: 5.724000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.376000
Kernel 1: 0.022000
Kernel 2: 91.032997
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.004866 0.642857 fi:0.456256. Ave ac:0.008708,0.008186
Initialization: 5.601000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.341000
Kernel 1: 0.023000
Kernel 2: 89.646004
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.004596 0.680000 fi:0.419253. Ave ac:0.008055,0.007693
Initialization: 5.578000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.437000
Kernel 1: 0.022000
Kernel 2: 87.254997
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.005137 0.655172 fi:0.443793. Ave ac:0.008090,0.007442
Initialization: 5.655000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.344000
Kernel 1: 0.024000
Kernel 2: 86.650002
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.003244 0.666667 fi:0.433303. Ave ac:0.007959,0.008029
Iteration 10:MDL fitness activated
Error 0.433303 TL 0.031813
MDL Theory Length Weight: 4.5401703993 (3)
Initialization: 5.725000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.332000
Kernel 1: 0.024000
Kernel 2: 84.940002
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.004327 0.615385 fi:0.618001. Ave ac:0.006718,0.005791
Initialization: 5.716000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.384000
Kernel 1: 0.023000
Kernel 2: 83.133003
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004056 0.714286 fi:0.533316. Ave ac:0.007818,0.007853
Initialization: 5.621000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.409000
Kernel 1: 0.023000
Kernel 2: 83.949997
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.003244 0.750000 fi:0.518509. Ave ac:0.008208,0.011428
Initialization: 5.661000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.386000
Kernel 1: 0.024000
Kernel 2: 80.139000
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.006488 0.727273 fi:0.454751. Ave ac:0.010006,0.012866
Initialization: 5.663000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.367000
Kernel 1: 0.023000
Kernel 2: 78.055000
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.003785 0.777778 fi:0.437404. Ave ac:0.010002,0.013134
Initialization: 5.654000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.404000
Kernel 1: 0.023000
Kernel 2: 74.780998
Copyback: 0.016000
Sum: 0.034000
It 15,Best ac:0.003784 0.666667 fi:0.520661. Ave ac:0.011097,0.016742
Initialization: 5.658000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.436000
Kernel 1: 0.023000
Kernel 2: 74.573997
Copyback: 0.016000
Sum: 0.032000
It 16,Best ac:0.003514 0.722222 fi:0.468655. Ave ac:0.009635,0.013163
Initialization: 6.079000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.432000
Kernel 1: 0.023000
Kernel 2: 75.628998
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.003243 0.705882 fi:0.547856. Ave ac:0.010812,0.012394
Initialization: 6.048000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.350000
Kernel 1: 0.024000
Kernel 2: 73.984001
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.003514 0.684211 fi:0.541164. Ave ac:0.014030,0.016319
Initialization: 5.534000
Memcpy Classifiers: 0.350000
Memcpy Instances: 8.278000
Kernel 1: 0.022000
Kernel 2: 73.586998
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.003244 0.705882 fi:0.540381. Ave ac:0.015377,0.019576
Initialization: 5.564000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.382000
Kernel 1: 0.024000
Kernel 2: 74.092003
Copyback: 0.020000
Sum: 0.029000
It 20,Best ac:0.008651 0.640000 fi:0.549383. Ave ac:0.014390,0.016659
Initialization: 5.633000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.248000
Kernel 1: 0.022000
Kernel 2: 70.363998
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.004327 0.695652 fi:0.506911. Ave ac:0.015664,0.019502
Initialization: 5.662000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.363000
Kernel 1: 0.023000
Kernel 2: 69.731003
Copyback: 0.019000
Sum: 0.030000
It 22,Best ac:0.005679 0.777778 fi:0.458900. Ave ac:0.014442,0.016448
Initialization: 5.585000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.399000
Kernel 1: 0.023000
Kernel 2: 67.920998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.004324 0.761905 fi:0.412364. Ave ac:0.013024,0.016772
Initialization: 5.601000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.672000
Kernel 1: 0.021000
Kernel 2: 68.874001
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.002974 0.916667 fi:0.392435. Ave ac:0.008686,0.010883
Initialization: 5.581000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.401000
Kernel 1: 0.024000
Kernel 2: 68.973000
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.003514 0.650000 fi:0.546971. Ave ac:0.009275,0.010715
Initialization: 5.634000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.311000
Kernel 1: 0.022000
Kernel 2: 71.623001
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.003514 0.812500 fi:0.411857. Ave ac:0.009379,0.009067
Initialization: 5.634000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.388000
Kernel 1: 0.023000
Kernel 2: 74.403000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.003514 0.722222 fi:0.498299. Ave ac:0.008340,0.009172
Initialization: 5.600000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.381000
Kernel 1: 0.024000
Kernel 2: 76.753998
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.004056 0.714286 fi:0.486766. Ave ac:0.009290,0.009397
Initialization: 5.605000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.387000
Kernel 1: 0.023000
Kernel 2: 74.290001
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.004597 0.772727 fi:0.414414. Ave ac:0.008080,0.008439
Initialization: 5.585000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.379000
Kernel 1: 0.023000
Kernel 2: 73.845001
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.003244 0.600000 fi:0.584920. Ave ac:0.005989,0.006328
Initialization: 5.646000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.421000
Kernel 1: 0.023000
Kernel 2: 74.976997
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.004325 0.800000 fi:0.387288. Ave ac:0.009167,0.008581
Initialization: 5.653000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.340000
Kernel 1: 0.024000
Kernel 2: 75.387001
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.004597 0.894737 fi:0.330537. Ave ac:0.009725,0.008287
Initialization: 5.589000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.480000
Kernel 1: 0.024000
Kernel 2: 74.594002
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.004866 0.818182 fi:0.391139. Ave ac:0.007393,0.006929
Initialization: 28.958000
Memcpy Instances: 366.046997
Memcpy Classifiers: 0.071000
Kernel 1: 0.021000
Kernel 2: 546.994995
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 516.346008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 530.033020
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 527.171997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 538.294983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 540.656006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 556.659973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 527.288025
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 265.127991
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003250 0.598606 fi:0.602874. Ave ac:0.006960,0.019591
Best acc 0.003250 0.598606
Initialization: 5.619000
Memcpy Classifiers: 0.594000
Memcpy Instances: 7.817000
Kernel 1: 0.025000
Kernel 2: 91.088997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005979 accuracy2:0.194507
Initialization: 5.629000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.350000
Kernel 1: 0.022000
Kernel 2: 98.220001
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.003785 0.466667 fi:0.633016. Ave ac:0.010336,0.014716
Initialization: 5.607000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.437000
Kernel 1: 0.023000
Kernel 2: 98.696999
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.013514 0.471698 fi:0.622831. Ave ac:0.011396,0.012443
Initialization: 5.588000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.394000
Kernel 1: 0.023000
Kernel 2: 96.556999
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.007031 0.481481 fi:0.616480. Ave ac:0.011489,0.013423
Initialization: 5.617000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.448000
Kernel 1: 0.024000
Kernel 2: 97.166000
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.006218 0.534884 fi:0.563513. Ave ac:0.011498,0.012032
Initialization: 5.643000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.337000
Kernel 1: 0.023000
Kernel 2: 91.682999
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.003785 0.538462 fi:0.561221. Ave ac:0.012281,0.013327
Initialization: 5.653000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.341000
Kernel 1: 0.023000
Kernel 2: 88.513000
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003784 0.636364 fi:0.463322. Ave ac:0.011017,0.012205
Initialization: 5.676000
Memcpy Classifiers: 0.404000
Memcpy Instances: 7.364000
Kernel 1: 0.023000
Kernel 2: 87.662003
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.004866 0.600000 fi:0.499109. Ave ac:0.011755,0.013592
Initialization: 5.619000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.352000
Kernel 1: 0.023000
Kernel 2: 83.127998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.008383 0.534483 fi:0.562762. Ave ac:0.010288,0.010448
Initialization: 5.693000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.355000
Kernel 1: 0.024000
Kernel 2: 85.500000
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.003514 0.684211 fi:0.415616. Ave ac:0.011027,0.011866
Initialization: 5.597000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.493000
Kernel 1: 0.022000
Kernel 2: 82.939003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003785 0.636364 fi:0.463322. Ave ac:0.008670,0.010162
Iteration 10:MDL fitness activated
Error 0.463322 TL 0.040857
MDL Theory Length Weight: 3.7800137658 (2)
Initialization: 5.715000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.473000
Kernel 1: 0.023000
Kernel 2: 84.570000
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.004055 0.652174 fi:0.522217. Ave ac:0.009439,0.011388
Initialization: 5.632000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.372000
Kernel 1: 0.023000
Kernel 2: 80.391998
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004055 0.600000 fi:0.578648. Ave ac:0.011122,0.013580
Initialization: 5.575000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.356000
Kernel 1: 0.024000
Kernel 2: 79.841003
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003786 0.736842 fi:0.438466. Ave ac:0.012491,0.014806
Initialization: 5.672000
Memcpy Classifiers: 0.374000
Memcpy Instances: 7.377000
Kernel 1: 0.023000
Kernel 2: 75.497002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.003244 0.631579 fi:0.586439. Ave ac:0.010788,0.013176
Initialization: 5.655000
Memcpy Classifiers: 0.358000
Memcpy Instances: 7.367000
Kernel 1: 0.023000
Kernel 2: 76.177002
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.003245 0.705882 fi:0.464430. Ave ac:0.013998,0.015616
Initialization: 5.968000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.353000
Kernel 1: 0.023000
Kernel 2: 75.628998
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.003786 0.608696 fi:0.581164. Ave ac:0.012224,0.016012
Initialization: 5.575000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.362000
Kernel 1: 0.023000
Kernel 2: 77.049004
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.003244 0.705882 fi:0.473193. Ave ac:0.012963,0.017756
Initialization: 5.563000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.381000
Kernel 1: 0.024000
Kernel 2: 76.362000
Copyback: 0.018000
Sum: 0.033000
It 17,Best ac:0.004055 0.652174 fi:0.522469. Ave ac:0.012557,0.019830
Initialization: 5.653000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.436000
Kernel 1: 0.023000
Kernel 2: 73.998001
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.004867 0.642857 fi:0.499559. Ave ac:0.013780,0.020233
Initialization: 5.734000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.381000
Kernel 1: 0.023000
Kernel 2: 74.084999
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.006218 0.589744 fi:0.574748. Ave ac:0.017885,0.022303
Initialization: 5.588000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.345000
Kernel 1: 0.024000
Kernel 2: 75.302002
Copyback: 0.017000
Sum: 0.025000
It 20,Best ac:0.007299 0.600000 fi:0.547320. Ave ac:0.017193,0.021405
Initialization: 5.624000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.533000
Kernel 1: 0.023000
Kernel 2: 70.948997
Copyback: 0.018000
Sum: 0.021000
It 21,Best ac:0.002703 0.833333 fi:0.480675. Ave ac:0.014118,0.018173
MDL Theory Length Weight: 3.4020123892 (10)
Initialization: 5.572000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.532000
Kernel 1: 0.023000
Kernel 2: 72.821999
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.004325 0.666667 fi:0.500623. Ave ac:0.013578,0.023452
Initialization: 5.569000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.373000
Kernel 1: 0.023000
Kernel 2: 71.661003
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004327 0.666667 fi:0.482262. Ave ac:0.013935,0.016041
Initialization: 5.723000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.524000
Kernel 1: 0.023000
Kernel 2: 71.991997
Copyback: 0.017000
Sum: 0.020000
It 24,Best ac:0.003244 0.750000 fi:0.414383. Ave ac:0.012148,0.016760
Initialization: 5.630000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.339000
Kernel 1: 0.022000
Kernel 2: 72.181999
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.003244 0.666667 fi:0.495359. Ave ac:0.009188,0.009387
Initialization: 5.637000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.400000
Kernel 1: 0.023000
Kernel 2: 68.708000
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.003245 0.666667 fi:0.484335. Ave ac:0.010949,0.017284
Initialization: 6.112000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.353000
Kernel 1: 0.022000
Kernel 2: 68.702003
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.004866 0.750000 fi:0.410348. Ave ac:0.012832,0.020985
Initialization: 5.897000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.806000
Kernel 1: 0.022000
Kernel 2: 66.945000
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003784 0.608696 fi:0.549858. Ave ac:0.010923,0.019200
Initialization: 5.648000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.835000
Kernel 1: 0.022000
Kernel 2: 67.137001
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.002432 0.900000 fi:0.496829. Ave ac:0.012410,0.022647
Initialization: 5.625000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.405000
Kernel 1: 0.023000
Kernel 2: 68.085999
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.003785 0.736842 fi:0.404526. Ave ac:0.013749,0.025200
Initialization: 5.728000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.402000
Kernel 1: 0.023000
Kernel 2: 68.348000
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.004596 0.809524 fi:0.328474. Ave ac:0.013084,0.018789
Initialization: 5.545000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.530000
Kernel 1: 0.024000
Kernel 2: 68.639000
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003244 0.705882 fi:0.457204. Ave ac:0.009350,0.011068
Initialization: 5.723000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.372000
Kernel 1: 0.023000
Kernel 2: 68.662003
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.006486 0.600000 fi:0.545066. Ave ac:0.008106,0.010479
Initialization: 29.659000
Memcpy Instances: 363.608002
Memcpy Classifiers: 0.062000
Kernel 1: 0.025000
Kernel 2: 491.346985
Copyback: 0.017000
Sum: 0.014000
Memcpy Classifiers: 0.056000
Kernel 1: 0.015000
Kernel 2: 493.339996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 490.997986
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 494.640015
Copyback: 0.022000
Sum: 0.009000
Memcpy Classifiers: 0.063000
Kernel 1: 0.022000
Kernel 2: 478.890991
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 481.812988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 479.739990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 493.364014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 237.891998
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004109 0.513861 fi:0.646890. Ave ac:0.008612,0.025772
Best acc 0.004109 0.513861
Rule:Att PSSM_0_1 is [>1.005712]|Att PSSM_0_4 is [-7.344886,-2.655114]|Att PSSM_0_8 is [<5.801057]|Att PSSM_0_12 is [<-1.687791]|Att PSSM_1_3 is [-5.232983,6.366455]|Att PSSM_1_5 is [>-6.743609]|Att PSSM_1_11 is [-2.556408,3.595801]|Att PSSM_3_12 is [-6.863025,-0.109661]|Att PSSM_4_15 is [<-0.399134]|1
Accuracy : 0.787494
0	1	
149081	14999	
34863	35695	
Removed 1004 instances. 183944 Instances left. Acc of rule 0.003250-0.598606
Initialization: 5.667000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.327000
Kernel 1: 0.025000
Kernel 2: 91.068001
Copyback: 0.018000
Sum: 0.044000
Initial population average accuracy1:0.005793 accuracy2:0.176076
Initialization: 5.653000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.297000
Kernel 1: 0.023000
Kernel 2: 94.550003
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.005708 0.350000 fi:0.748631. Ave ac:0.009317,0.013308
Initialization: 5.540000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.322000
Kernel 1: 0.024000
Kernel 2: 98.189003
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.004349 0.484848 fi:0.614508. Ave ac:0.011317,0.012235
Initialization: 5.715000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.348000
Kernel 1: 0.023000
Kernel 2: 96.601997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.007883 0.500000 fi:0.597460. Ave ac:0.012451,0.015010
Initialization: 5.666000
Memcpy Classifiers: 0.445000
Memcpy Instances: 7.327000
Kernel 1: 0.024000
Kernel 2: 95.333000
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.003534 0.520000 fi:0.579794. Ave ac:0.011908,0.014502
Initialization: 6.081000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.418000
Kernel 1: 0.022000
Kernel 2: 93.105003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003262 0.666667 fi:0.433276. Ave ac:0.011087,0.013738
Initialization: 5.536000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.405000
Kernel 1: 0.024000
Kernel 2: 91.554001
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.005164 0.542857 fi:0.556062. Ave ac:0.009120,0.010286
Initialization: 5.611000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.414000
Kernel 1: 0.022000
Kernel 2: 90.498001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.002991 0.687500 fi:0.458259. Ave ac:0.008802,0.009819
Initialization: 5.590000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.291000
Kernel 1: 0.024000
Kernel 2: 90.397003
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.004078 0.681818 fi:0.417684. Ave ac:0.008504,0.009826
Initialization: 5.586000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.106000
Kernel 1: 0.023000
Kernel 2: 88.388000
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004621 0.607143 fi:0.492068. Ave ac:0.009485,0.010585
Initialization: 5.657000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.320000
Kernel 1: 0.024000
Kernel 2: 87.719002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004077 0.625000 fi:0.474506. Ave ac:0.008828,0.009863
Iteration 10:MDL fitness activated
Error 0.474506 TL 0.037757
MDL Theory Length Weight: 4.1891567984 (3)
Initialization: 5.603000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.309000
Kernel 1: 0.023000
Kernel 2: 85.902000
Copyback: 0.017000
Sum: 0.025000
It 10,Best ac:0.003261 0.631579 fi:0.569360. Ave ac:0.009048,0.010004
Initialization: 5.667000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 86.332001
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004349 0.551724 fi:0.663607. Ave ac:0.010342,0.012988
Initialization: 5.571000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.334000
Kernel 1: 0.023000
Kernel 2: 81.434998
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.003534 0.684211 fi:0.557608. Ave ac:0.010737,0.012358
Initialization: 5.595000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.031000
Kernel 1: 0.022000
Kernel 2: 80.098999
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.007613 0.595745 fi:0.555121. Ave ac:0.013582,0.015655
Initialization: 5.614000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.333000
Kernel 1: 0.023000
Kernel 2: 76.924004
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.003535 0.619048 fi:0.508824. Ave ac:0.013456,0.014380
Initialization: 5.614000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.299000
Kernel 1: 0.022000
Kernel 2: 75.308998
Copyback: 0.016000
Sum: 0.027000
It 15,Best ac:0.005708 0.656250 fi:0.535357. Ave ac:0.012758,0.014711
Initialization: 5.582000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.324000
Kernel 1: 0.023000
Kernel 2: 73.335999
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.009242 0.693878 fi:0.502422. Ave ac:0.012114,0.014093
Initialization: 5.541000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.352000
Kernel 1: 0.023000
Kernel 2: 73.110001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.004350 0.761905 fi:0.414049. Ave ac:0.011415,0.015089
Initialization: 5.605000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.330000
Kernel 1: 0.024000
Kernel 2: 70.912003
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.002990 0.785714 fi:0.414648. Ave ac:0.013539,0.016374
Initialization: 5.561000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.441000
Kernel 1: 0.021000
Kernel 2: 70.002998
Copyback: 0.018000
Sum: 0.020000
It 19,Best ac:0.005166 0.730769 fi:0.470903. Ave ac:0.012682,0.017852
Initialization: 5.592000
Memcpy Classifiers: 0.317000
Memcpy Instances: 7.302000
Kernel 1: 0.024000
Kernel 2: 68.936996
Copyback: 0.018000
Sum: 0.022000
It 20,Best ac:0.004077 0.652174 fi:0.531103. Ave ac:0.011592,0.015262
Initialization: 5.631000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.332000
Kernel 1: 0.023000
Kernel 2: 69.304001
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.003533 0.764706 fi:0.437844. Ave ac:0.013795,0.015673
Initialization: 5.636000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.414000
Kernel 1: 0.022000
Kernel 2: 70.293999
Copyback: 0.373000
Sum: 0.020000
It 22,Best ac:0.003805 0.823529 fi:0.379861. Ave ac:0.013822,0.015279
Initialization: 5.619000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.399000
Kernel 1: 0.023000
Kernel 2: 69.982002
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.004077 0.750000 fi:0.411919. Ave ac:0.012237,0.013233
Initialization: 5.563000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.379000
Kernel 1: 0.023000
Kernel 2: 68.847000
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.004077 0.714286 fi:0.468991. Ave ac:0.009045,0.011112
Initialization: 5.598000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.629000
Kernel 1: 0.023000
Kernel 2: 68.391998
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003262 0.666667 fi:0.495775. Ave ac:0.011575,0.014903
Initialization: 5.550000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.442000
Kernel 1: 0.023000
Kernel 2: 68.918999
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.004349 0.727273 fi:0.470583. Ave ac:0.012394,0.018018
Initialization: 5.624000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.791000
Kernel 1: 0.023000
Kernel 2: 68.918999
Copyback: 0.016000
Sum: 0.022000
It 27,Best ac:0.004077 0.750000 fi:0.439239. Ave ac:0.012312,0.013662
Initialization: 5.573000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.308000
Kernel 1: 0.023000
Kernel 2: 68.275002
Copyback: 0.016000
Sum: 0.023000
It 28,Best ac:0.003534 0.650000 fi:0.512296. Ave ac:0.008600,0.009823
Initialization: 5.549000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.354000
Kernel 1: 0.023000
Kernel 2: 66.445000
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.003533 0.722222 fi:0.440597. Ave ac:0.009679,0.011505
Initialization: 5.573000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.297000
Kernel 1: 0.024000
Kernel 2: 69.038002
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.003534 0.812500 fi:0.357358. Ave ac:0.009520,0.010842
Initialization: 5.503000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.319000
Kernel 1: 0.023000
Kernel 2: 69.523003
Copyback: 0.017000
Sum: 0.020000
It 31,Best ac:0.003534 0.684211 fi:0.443450. Ave ac:0.007405,0.009415
Initialization: 5.635000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.298000
Kernel 1: 0.023000
Kernel 2: 69.441002
Copyback: 0.016000
Sum: 0.022000
It 32,Best ac:0.003262 0.857143 fi:0.318824. Ave ac:0.010481,0.015541
Initialization: 5.609000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.341000
Kernel 1: 0.024000
Kernel 2: 69.834000
Copyback: 0.016000
Sum: 0.021000
It 33,Best ac:0.004077 0.882353 fi:0.330140. Ave ac:0.008965,0.015697
Initialization: 30.368000
Memcpy Instances: 364.483002
Memcpy Classifiers: 0.067000
Kernel 1: 0.025000
Kernel 2: 502.143005
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 484.281006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 484.350006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 489.050995
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 490.585999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 486.360992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 490.259003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 495.872986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 194.444000
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003121 0.505282 fi:0.665950. Ave ac:0.009108,0.030389
Best acc 0.003121 0.505282
Initialization: 5.636000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.319000
Kernel 1: 0.024000
Kernel 2: 90.650002
Copyback: 0.017000
Sum: 0.043000
Initial population average accuracy1:0.005241 accuracy2:0.182449
Initialization: 5.662000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.487000
Kernel 1: 0.024000
Kernel 2: 94.532997
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.003263 0.480000 fi:0.619940. Ave ac:0.008682,0.012364
Initialization: 5.584000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.474000
Kernel 1: 0.024000
Kernel 2: 95.045998
Copyback: 0.018000
Sum: 0.034000
It 1,Best ac:0.004078 0.468750 fi:0.630752. Ave ac:0.010351,0.013403
Initialization: 6.055000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.624000
Kernel 1: 0.020000
Kernel 2: 94.746002
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.006250 0.460000 fi:0.638340. Ave ac:0.011723,0.013970
Initialization: 5.617000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.348000
Kernel 1: 0.024000
Kernel 2: 91.227997
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.004077 0.517241 fi:0.582261. Ave ac:0.011561,0.013243
Initialization: 5.706000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.322000
Kernel 1: 0.023000
Kernel 2: 89.554001
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.004350 0.640000 fi:0.459356. Ave ac:0.011246,0.013337
Initialization: 5.689000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 86.198997
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.004078 0.652174 fi:0.447328. Ave ac:0.010770,0.014665
Initialization: 5.575000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 85.542999
Copyback: 0.018000
Sum: 0.031000
It 6,Best ac:0.003806 0.583333 fi:0.516315. Ave ac:0.010995,0.012581
Initialization: 5.670000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.384000
Kernel 1: 0.023000
Kernel 2: 86.093002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003804 0.700000 fi:0.399651. Ave ac:0.010428,0.012397
Initialization: 5.574000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.318000
Kernel 1: 0.023000
Kernel 2: 87.653999
Copyback: 0.016000
Sum: 0.034000
It 8,Best ac:0.003262 0.600000 fi:0.499940. Ave ac:0.012060,0.014772
Initialization: 5.616000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.308000
Kernel 1: 0.024000
Kernel 2: 83.871002
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.004620 0.739130 fi:0.360084. Ave ac:0.009237,0.013366
Iteration 10:MDL fitness activated
Error 0.360084 TL 0.017766
MDL Theory Length Weight: 6.7562043270 (1)
Initialization: 5.722000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.318000
Kernel 1: 0.024000
Kernel 2: 81.771004
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.003533 0.590909 fi:0.609488. Ave ac:0.011243,0.017023
Initialization: 5.610000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.326000
Kernel 1: 0.024000
Kernel 2: 79.681999
Copyback: 0.017000
Sum: 0.027000
It 11,Best ac:0.003806 0.636364 fi:0.640336. Ave ac:0.012880,0.017803
Initialization: 5.627000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.761000
Kernel 1: 0.023000
Kernel 2: 75.259003
Copyback: 0.017000
Sum: 0.023000
It 12,Best ac:0.003806 0.666667 fi:0.500423. Ave ac:0.015143,0.021664
Initialization: 5.569000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.290000
Kernel 1: 0.024000
Kernel 2: 75.139999
Copyback: 0.017000
Sum: 0.023000
It 13,Best ac:0.005164 0.612903 fi:0.568810. Ave ac:0.016250,0.028090
Initialization: 5.557000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.459000
Kernel 1: 0.024000
Kernel 2: 69.322998
Copyback: 0.017000
Sum: 0.022000
It 14,Best ac:0.004076 0.576923 fi:0.615621. Ave ac:0.017173,0.029238
Initialization: 5.623000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.337000
Kernel 1: 0.023000
Kernel 2: 68.410004
Copyback: 0.017000
Sum: 0.024000
It 15,Best ac:0.004893 0.642857 fi:0.584242. Ave ac:0.022873,0.035955
Initialization: 5.683000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.297000
Kernel 1: 0.024000
Kernel 2: 64.008003
Copyback: 0.017000
Sum: 0.021000
It 16,Best ac:0.004348 0.695652 fi:0.471222. Ave ac:0.023854,0.033138
Initialization: 5.581000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.364000
Kernel 1: 0.023000
Kernel 2: 63.047001
Copyback: 0.017000
Sum: 0.023000
It 17,Best ac:0.002719 0.909091 fi:0.437840. Ave ac:0.026164,0.040654
Initialization: 5.596000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.351000
Kernel 1: 0.024000
Kernel 2: 64.578003
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.006253 0.676471 fi:0.518338. Ave ac:0.020722,0.036296
Initialization: 5.576000
Memcpy Classifiers: 0.207000
Memcpy Instances: 8.057000
Kernel 1: 0.023000
Kernel 2: 62.810001
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.003262 0.631579 fi:0.544720. Ave ac:0.021513,0.043262
Initialization: 5.580000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.316000
Kernel 1: 0.024000
Kernel 2: 63.727001
Copyback: 0.017000
Sum: 0.020000
It 20,Best ac:0.005980 0.647059 fi:0.534217. Ave ac:0.025585,0.043147
Initialization: 6.205000
Memcpy Classifiers: 0.188000
Memcpy Instances: 7.305000
Kernel 1: 0.022000
Kernel 2: 63.471001
Copyback: 0.016000
Sum: 0.021000
It 21,Best ac:0.004893 0.620690 fi:0.528052. Ave ac:0.020864,0.036180
Initialization: 5.579000
Memcpy Classifiers: 0.188000
Memcpy Instances: 8.532000
Kernel 1: 0.022000
Kernel 2: 62.988998
Copyback: 0.017000
Sum: 0.020000
It 22,Best ac:0.003535 0.684211 fi:0.483098. Ave ac:0.020174,0.038270
Initialization: 5.632000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.770000
Kernel 1: 0.022000
Kernel 2: 65.917999
Copyback: 0.017000
Sum: 0.019000
It 23,Best ac:0.003805 0.608696 fi:0.590393. Ave ac:0.026471,0.043346
Initialization: 5.622000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.354000
Kernel 1: 0.024000
Kernel 2: 64.528999
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.004077 0.625000 fi:0.564424. Ave ac:0.022278,0.037659
Initialization: 5.594000
Memcpy Classifiers: 0.410000
Memcpy Instances: 7.297000
Kernel 1: 0.023000
Kernel 2: 61.354000
Copyback: 0.018000
Sum: 0.020000
It 25,Best ac:0.003806 0.636364 fi:0.515649. Ave ac:0.021387,0.038387
Initialization: 5.774000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.311000
Kernel 1: 0.023000
Kernel 2: 63.956001
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.004076 0.681818 fi:0.497340. Ave ac:0.027954,0.042067
MDL Theory Length Weight: 6.0805838943 (10)
Initialization: 5.615000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.310000
Kernel 1: 0.024000
Kernel 2: 65.446999
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.007883 0.630435 fi:0.532632. Ave ac:0.017192,0.031016
Initialization: 5.619000
Memcpy Classifiers: 0.169000
Memcpy Instances: 7.310000
Kernel 1: 0.024000
Kernel 2: 62.464001
Copyback: 0.017000
Sum: 0.020000
It 28,Best ac:0.003806 0.700000 fi:0.472069. Ave ac:0.019465,0.034144
Initialization: 5.648000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.291000
Kernel 1: 0.024000
Kernel 2: 62.672001
Copyback: 0.018000
Sum: 0.022000
It 29,Best ac:0.002718 0.909091 fi:0.387663. Ave ac:0.019932,0.038859
Initialization: 5.562000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.320000
Kernel 1: 0.024000
Kernel 2: 61.792000
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.002991 0.687500 fi:0.505387. Ave ac:0.019363,0.036461
Initialization: 5.622000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.342000
Kernel 1: 0.023000
Kernel 2: 62.292000
Copyback: 0.017000
Sum: 0.020000
It 31,Best ac:0.003534 0.722222 fi:0.457386. Ave ac:0.022250,0.041295
Initialization: 5.683000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.319000
Kernel 1: 0.022000
Kernel 2: 65.801003
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.004620 0.772727 fi:0.372984. Ave ac:0.017663,0.033851
Initialization: 5.543000
Memcpy Classifiers: 0.169000
Memcpy Instances: 7.384000
Kernel 1: 0.023000
Kernel 2: 63.101002
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.003261 0.571429 fi:0.585181. Ave ac:0.012954,0.029524
Initialization: 29.370001
Memcpy Instances: 364.067993
Memcpy Classifiers: 0.062000
Kernel 1: 0.025000
Kernel 2: 469.311005
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 475.713989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 464.515015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 462.819000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 464.001007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 456.820007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 465.035004
Copyback: 0.371000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.012000
Kernel 2: 483.848999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 187.375000
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.005165 0.466830 fi:0.706604. Ave ac:0.024223,0.077605
Best acc 0.005165 0.466830
Rule:Att PSSM_-1_7 is [<1.860099]|Att PSSM_-1_18 is [-1.558998,12.103918]|Att PSSM_0_7 is [-5.856354,-2.518961]|Att PSSM_1_12 is [-5.290321,-1.644018]|Att PSSM_2_5 is [>-3.753866]|Att PSSM_3_5 is [-5.943068,8.916278]|1
Accuracy : 0.787545
0	1	
148519	15561	
34289	36269	
Removed 1136 instances. 182808 Instances left. Acc of rule 0.003121-0.505282
Initialization: 5.615000
Memcpy Classifiers: 0.666000
Memcpy Instances: 7.317000
Kernel 1: 0.026000
Kernel 2: 89.175003
Copyback: 0.017000
Sum: 0.051000
Initial population average accuracy1:0.004659 accuracy2:0.201288
Initialization: 5.649000
Memcpy Classifiers: 0.490000
Memcpy Instances: 7.258000
Kernel 1: 0.023000
Kernel 2: 98.501999
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.003009 0.523810 fi:0.608252. Ave ac:0.008656,0.012335
Initialization: 5.536000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.362000
Kernel 1: 0.024000
Kernel 2: 96.281998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.003829 0.466667 fi:0.632949. Ave ac:0.010768,0.014653
Initialization: 6.070000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.290000
Kernel 1: 0.023000
Kernel 2: 98.862999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.007385 0.586957 fi:0.510732. Ave ac:0.012101,0.014441
Initialization: 5.559000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.294000
Kernel 1: 0.023000
Kernel 2: 100.822998
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.003829 0.518519 fi:0.581097. Ave ac:0.012216,0.013497
Initialization: 5.678000
Memcpy Classifiers: 0.481000
Memcpy Instances: 7.278000
Kernel 1: 0.023000
Kernel 2: 101.973000
Copyback: 0.017000
Sum: 0.039000
It 4,Best ac:0.004378 0.551724 fi:0.547591. Ave ac:0.011451,0.012464
Initialization: 5.710000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.913000
Kernel 1: 0.022000
Kernel 2: 99.028000
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.004923 0.545455 fi:0.553568. Ave ac:0.010519,0.010941
Initialization: 5.963000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.258000
Kernel 1: 0.023000
Kernel 2: 103.008003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.004650 0.708333 fi:0.390837. Ave ac:0.009034,0.009570
Initialization: 5.804000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.260000
Kernel 1: 0.023000
Kernel 2: 98.327003
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.003556 0.722222 fi:0.377542. Ave ac:0.006951,0.006743
Initialization: 5.537000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.790000
Kernel 1: 0.024000
Kernel 2: 99.515999
Copyback: 0.017000
Sum: 0.038000
It 8,Best ac:0.004102 0.652174 fi:0.447293. Ave ac:0.005932,0.004574
Initialization: 5.574000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.736000
Kernel 1: 0.022000
Kernel 2: 97.391998
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.003556 0.722222 fi:0.377539. Ave ac:0.004614,0.003473
Iteration 10:MDL fitness activated
Error 0.377539 TL 0.037311
MDL Theory Length Weight: 3.3728859091 (1)
Initialization: 5.721000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.452000
Kernel 1: 0.023000
Kernel 2: 94.630997
Copyback: 0.017000
Sum: 0.038000
It 10,Best ac:0.004376 0.695652 fi:0.541746. Ave ac:0.005040,0.003527
Initialization: 5.623000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.254000
Kernel 1: 0.023000
Kernel 2: 96.292000
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004375 0.615385 fi:0.592813. Ave ac:0.005151,0.004100
Initialization: 5.551000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.254000
Kernel 1: 0.024000
Kernel 2: 92.964996
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.003281 0.631579 fi:0.588002. Ave ac:0.005163,0.005408
Initialization: 5.614000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.710000
Kernel 1: 0.023000
Kernel 2: 90.727997
Copyback: 0.016000
Sum: 0.035000
It 13,Best ac:0.004649 0.680000 fi:0.531908. Ave ac:0.006486,0.005868
Initialization: 5.674000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.253000
Kernel 1: 0.023000
Kernel 2: 89.568001
Copyback: 0.021000
Sum: 0.037000
It 14,Best ac:0.002461 0.900000 fi:0.477158. Ave ac:0.005130,0.005022
Initialization: 5.587000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.252000
Kernel 1: 0.023000
Kernel 2: 89.778000
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004650 0.653846 fi:0.549921. Ave ac:0.006859,0.006741
Initialization: 5.556000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.251000
Kernel 1: 0.024000
Kernel 2: 88.606003
Copyback: 0.016000
Sum: 0.033000
It 16,Best ac:0.003282 0.666667 fi:0.534466. Ave ac:0.006159,0.006366
Initialization: 5.632000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.363000
Kernel 1: 0.022000
Kernel 2: 90.078003
Copyback: 0.017000
Sum: 0.043000
It 17,Best ac:0.003281 0.631579 fi:0.570177. Ave ac:0.008097,0.007285
Initialization: 5.538000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.779000
Kernel 1: 0.023000
Kernel 2: 90.121002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.006018 0.628571 fi:0.544077. Ave ac:0.008405,0.009085
Initialization: 5.601000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.308000
Kernel 1: 0.024000
Kernel 2: 92.738998
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004375 0.727273 fi:0.472610. Ave ac:0.008489,0.008780
Initialization: 5.575000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.242000
Kernel 1: 0.024000
Kernel 2: 92.210999
Copyback: 0.018000
Sum: 0.041000
It 20,Best ac:0.006566 0.727273 fi:0.473317. Ave ac:0.007932,0.007150
Initialization: 5.552000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.291000
Kernel 1: 0.024000
Kernel 2: 89.086998
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.004102 0.789474 fi:0.396251. Ave ac:0.007628,0.007839
Initialization: 5.564000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.288000
Kernel 1: 0.024000
Kernel 2: 89.976997
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.003829 0.608696 fi:0.593750. Ave ac:0.006255,0.006939
Initialization: 5.613000
Memcpy Classifiers: 1.221000
Memcpy Instances: 7.308000
Kernel 1: 0.022000
Kernel 2: 87.902000
Copyback: 0.016000
Sum: 0.032000
It 23,Best ac:0.004375 0.695652 fi:0.522386. Ave ac:0.006666,0.007239
Initialization: 5.655000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.261000
Kernel 1: 0.023000
Kernel 2: 88.455002
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.003828 0.777778 fi:0.426683. Ave ac:0.007872,0.008124
Initialization: 5.606000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.242000
Kernel 1: 0.024000
Kernel 2: 88.110001
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.003829 0.823529 fi:0.372580. Ave ac:0.006184,0.006481
Initialization: 5.629000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.268000
Kernel 1: 0.023000
Kernel 2: 86.853996
Copyback: 0.018000
Sum: 0.031000
It 26,Best ac:0.003009 0.846154 fi:0.459710. Ave ac:0.006688,0.007515
Initialization: 5.509000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.272000
Kernel 1: 0.023000
Kernel 2: 86.920998
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.003282 0.800000 fi:0.417865. Ave ac:0.008304,0.007068
Initialization: 5.549000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.764000
Kernel 1: 0.023000
Kernel 2: 86.209999
Copyback: 0.018000
Sum: 0.031000
It 28,Best ac:0.003010 0.647059 fi:0.571197. Ave ac:0.005903,0.006970
Initialization: 5.608000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 83.958000
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.003282 0.750000 fi:0.425644. Ave ac:0.007728,0.008578
Initialization: 5.619000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.339000
Kernel 1: 0.023000
Kernel 2: 87.963997
Copyback: 0.017000
Sum: 0.037000
It 30,Best ac:0.005470 0.714286 fi:0.466473. Ave ac:0.007532,0.006944
Initialization: 5.539000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.264000
Kernel 1: 0.023000
Kernel 2: 85.081001
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.004650 0.653846 fi:0.521042. Ave ac:0.006617,0.007243
Initialization: 5.539000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.285000
Kernel 1: 0.023000
Kernel 2: 83.611000
Copyback: 0.016000
Sum: 0.032000
It 32,Best ac:0.002735 0.769231 fi:0.493771. Ave ac:0.008213,0.009287
Initialization: 5.434000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.363000
Kernel 1: 0.020000
Kernel 2: 84.787003
Copyback: 0.016000
Sum: 0.035000
It 33,Best ac:0.004378 0.695652 fi:0.475854. Ave ac:0.010056,0.009421
Initialization: 29.209999
Memcpy Instances: 359.582001
Memcpy Classifiers: 0.078000
Kernel 1: 0.026000
Kernel 2: 576.038025
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 569.241028
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.077000
Kernel 1: 0.018000
Kernel 2: 573.471985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 574.049011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 580.960022
Copyback: 0.023000
Sum: 0.009000
Memcpy Classifiers: 0.078000
Kernel 1: 0.021000
Kernel 2: 562.682983
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.079000
Kernel 1: 0.017000
Kernel 2: 586.203979
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 557.320984
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 224.149994
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004332 0.487385 fi:0.684148. Ave ac:0.008734,0.024688
Best acc 0.004332 0.487385
Initialization: 5.632000
Memcpy Classifiers: 0.520000
Memcpy Instances: 7.778000
Kernel 1: 0.024000
Kernel 2: 90.935997
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.004515 accuracy2:0.180840
Initialization: 5.869000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.531000
Kernel 1: 0.022000
Kernel 2: 96.308998
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.008203 0.441176 fi:0.656067. Ave ac:0.009196,0.012984
Initialization: 5.816000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.253000
Kernel 1: 0.024000
Kernel 2: 97.835999
Copyback: 0.017000
Sum: 0.062000
It 1,Best ac:0.003282 0.631579 fi:0.468333. Ave ac:0.010202,0.013570
Initialization: 5.497000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 100.869003
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.003828 0.482759 fi:0.616857. Ave ac:0.011877,0.014018
Initialization: 5.772000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.258000
Kernel 1: 0.023000
Kernel 2: 97.747002
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.004103 0.652174 fi:0.447293. Ave ac:0.010963,0.013808
Initialization: 5.492000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.351000
Kernel 1: 0.023000
Kernel 2: 95.091003
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.009029 0.507692 fi:0.589100. Ave ac:0.008598,0.010985
Initialization: 5.626000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.345000
Kernel 1: 0.022000
Kernel 2: 95.554001
Copyback: 0.372000
Sum: 0.029000
It 5,Best ac:0.004922 0.529412 fi:0.569611. Ave ac:0.009832,0.011608
Initialization: 5.595000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.249000
Kernel 1: 0.023000
Kernel 2: 94.046997
Copyback: 0.021000
Sum: 0.036000
It 6,Best ac:0.003282 0.631579 fi:0.468333. Ave ac:0.008248,0.009808
Initialization: 5.570000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.246000
Kernel 1: 0.024000
Kernel 2: 93.875000
Copyback: 0.019000
Sum: 0.037000
It 7,Best ac:0.003008 0.687500 fi:0.444561. Ave ac:0.007145,0.006863
Initialization: 5.561000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.412000
Kernel 1: 0.023000
Kernel 2: 92.378998
Copyback: 0.017000
Sum: 0.026000
It 8,Best ac:0.004925 0.600000 fi:0.499019. Ave ac:0.005568,0.005095
Initialization: 5.611000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.257000
Kernel 1: 0.023000
Kernel 2: 90.778999
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.008206 0.566038 fi:0.531206. Ave ac:0.006412,0.007357
Iteration 10:MDL fitness activated
Error 0.531206 TL 0.028067
MDL Theory Length Weight: 6.3088201365 (3)
Initialization: 5.651000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.254000
Kernel 1: 0.023000
Kernel 2: 88.079002
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.004102 0.750000 fi:0.509166. Ave ac:0.005841,0.006406
Initialization: 5.561000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.250000
Kernel 1: 0.024000
Kernel 2: 85.950996
Copyback: 0.016000
Sum: 0.032000
It 11,Best ac:0.003830 0.875000 fi:0.390576. Ave ac:0.006556,0.005670
Initialization: 5.537000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.314000
Kernel 1: 0.022000
Kernel 2: 85.457001
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.003008 0.733333 fi:0.591550. Ave ac:0.006462,0.005375
Initialization: 5.566000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.470000
Kernel 1: 0.023000
Kernel 2: 83.257004
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.003283 0.545455 fi:0.688613. Ave ac:0.005843,0.006108
Initialization: 5.916000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.289000
Kernel 1: 0.023000
Kernel 2: 81.468002
Copyback: 0.020000
Sum: 0.033000
It 14,Best ac:0.009029 0.660000 fi:0.534017. Ave ac:0.007483,0.008830
Initialization: 5.538000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.759000
Kernel 1: 0.023000
Kernel 2: 78.277000
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.002734 0.714286 fi:0.631557. Ave ac:0.006782,0.007375
Initialization: 6.038000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.312000
Kernel 1: 0.023000
Kernel 2: 75.742996
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.003829 0.608696 fi:0.613599. Ave ac:0.008639,0.012515
Initialization: 5.547000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.261000
Kernel 1: 0.024000
Kernel 2: 72.481003
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.004651 0.531250 fi:0.655344. Ave ac:0.009320,0.012208
Initialization: 5.564000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.260000
Kernel 1: 0.024000
Kernel 2: 71.307999
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.003828 0.608696 fi:0.567686. Ave ac:0.009327,0.010615
Initialization: 5.581000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 69.353996
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.003283 0.545455 fi:0.716263. Ave ac:0.007694,0.012020
Initialization: 5.531000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.312000
Kernel 1: 0.022000
Kernel 2: 66.792000
Copyback: 0.018000
Sum: 0.021000
It 20,Best ac:0.006018 0.687500 fi:0.520072. Ave ac:0.014678,0.018070
MDL Theory Length Weight: 5.6779381228 (10)
Initialization: 5.535000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.324000
Kernel 1: 0.023000
Kernel 2: 65.738998
Copyback: 0.017000
Sum: 0.021000
It 21,Best ac:0.003281 0.800000 fi:0.410380. Ave ac:0.010763,0.014541
Initialization: 5.668000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.322000
Kernel 1: 0.023000
Kernel 2: 63.271999
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.004923 0.782609 fi:0.407443. Ave ac:0.008312,0.012846
Initialization: 5.523000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.807000
Kernel 1: 0.023000
Kernel 2: 62.841999
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.004649 0.515152 fi:0.661245. Ave ac:0.009699,0.015315
Initialization: 5.544000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.264000
Kernel 1: 0.024000
Kernel 2: 63.133999
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004103 0.714286 fi:0.499563. Ave ac:0.010275,0.013284
Initialization: 5.524000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.285000
Kernel 1: 0.024000
Kernel 2: 63.091999
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.004650 0.708333 fi:0.512228. Ave ac:0.013785,0.018891
Initialization: 5.562000
Memcpy Classifiers: 0.296000
Memcpy Instances: 7.254000
Kernel 1: 0.024000
Kernel 2: 62.594002
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.005197 0.655172 fi:0.498914. Ave ac:0.012767,0.015623
Initialization: 5.596000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.336000
Kernel 1: 0.022000
Kernel 2: 63.348999
Copyback: 0.016000
Sum: 0.023000
It 27,Best ac:0.003008 0.785714 fi:0.408394. Ave ac:0.012412,0.018630
Initialization: 5.558000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.268000
Kernel 1: 0.023000
Kernel 2: 63.589001
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.003281 0.750000 fi:0.447961. Ave ac:0.011600,0.013676
Initialization: 5.572000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.278000
Kernel 1: 0.023000
Kernel 2: 61.247002
Copyback: 0.017000
Sum: 0.022000
It 29,Best ac:0.003282 0.750000 fi:0.424298. Ave ac:0.008307,0.013273
Initialization: 5.528000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.293000
Kernel 1: 0.023000
Kernel 2: 62.666000
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.003282 0.666667 fi:0.516583. Ave ac:0.010641,0.011808
Initialization: 5.529000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.242000
Kernel 1: 0.023000
Kernel 2: 64.343002
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.003282 0.631579 fi:0.506923. Ave ac:0.008648,0.012270
MDL Theory Length Weight: 5.1101443105 (10)
Initialization: 6.937000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.685000
Kernel 1: 0.023000
Kernel 2: 66.022003
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003282 0.857143 fi:0.320396. Ave ac:0.008884,0.013809
Initialization: 5.607000
Memcpy Classifiers: 0.256000
Memcpy Instances: 7.304000
Kernel 1: 0.022000
Kernel 2: 65.191002
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.003555 0.812500 fi:0.351139. Ave ac:0.011852,0.020124
Initialization: 29.112000
Memcpy Instances: 361.623993
Memcpy Classifiers: 0.063000
Kernel 1: 0.026000
Kernel 2: 459.619995
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.056000
Kernel 1: 0.015000
Kernel 2: 452.717010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 471.175995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 462.071991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 465.496002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 451.057007
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 450.033997
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 447.063995
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 183.494003
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.036514 0.453157 fi:0.693591. Ave ac:0.009044,0.028107
Best acc 0.036514 0.453157
Initialization: 5.634000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.348000
Kernel 1: 0.024000
Kernel 2: 89.325996
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.003818 accuracy2:0.178256
Initialization: 5.546000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.250000
Kernel 1: 0.023000
Kernel 2: 95.785004
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.004650 0.369565 fi:0.729606. Ave ac:0.006989,0.010403
Initialization: 5.612000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.270000
Kernel 1: 0.023000
Kernel 2: 97.695000
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.003008 0.423077 fi:0.708985. Ave ac:0.010425,0.014128
Initialization: 5.576000
Memcpy Classifiers: 0.501000
Memcpy Instances: 7.299000
Kernel 1: 0.024000
Kernel 2: 96.042000
Copyback: 0.023000
Sum: 0.031000
It 2,Best ac:0.003281 0.571429 fi:0.528483. Ave ac:0.010248,0.012174
Initialization: 5.569000
Memcpy Classifiers: 0.474000
Memcpy Instances: 7.346000
Kernel 1: 0.024000
Kernel 2: 94.837997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.003282 0.631579 fi:0.468333. Ave ac:0.008939,0.009228
Initialization: 5.609000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.718000
Kernel 1: 0.023000
Kernel 2: 93.497002
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.006840 0.510204 fi:0.587775. Ave ac:0.009031,0.010335
Initialization: 5.528000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.249000
Kernel 1: 0.024000
Kernel 2: 94.345001
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.008206 0.612245 fi:0.484999. Ave ac:0.008759,0.009022
Initialization: 5.617000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.252000
Kernel 1: 0.024000
Kernel 2: 96.125999
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.003556 0.500000 fi:0.599764. Ave ac:0.008564,0.009125
Initialization: 5.640000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.264000
Kernel 1: 0.023000
Kernel 2: 96.362000
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.007110 0.520000 fi:0.577837. Ave ac:0.008213,0.007469
Initialization: 5.566000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.260000
Kernel 1: 0.024000
Kernel 2: 92.317001
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.003829 0.700000 fi:0.399616. Ave ac:0.009261,0.009640
Initialization: 5.558000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.272000
Kernel 1: 0.023000
Kernel 2: 91.231003
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.003282 0.600000 fi:0.499912. Ave ac:0.008957,0.008384
Iteration 10:MDL fitness activated
Error 0.499912 TL 0.032060
MDL Theory Length Weight: 5.1977496500 (2)
Initialization: 5.525000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.370000
Kernel 1: 0.023000
Kernel 2: 88.263000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.003830 0.700000 fi:0.538379. Ave ac:0.009470,0.008644
Initialization: 5.610000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.295000
Kernel 1: 0.023000
Kernel 2: 87.489998
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.006018 0.611111 fi:0.642392. Ave ac:0.011428,0.014185
Initialization: 5.609000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.243000
Kernel 1: 0.023000
Kernel 2: 80.612000
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.005198 0.655172 fi:0.568688. Ave ac:0.012245,0.012729
Initialization: 5.634000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.242000
Kernel 1: 0.023000
Kernel 2: 79.773003
Copyback: 0.017000
Sum: 0.071000
It 13,Best ac:0.003830 0.777778 fi:0.448703. Ave ac:0.014037,0.015977
Initialization: 5.552000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.297000
Kernel 1: 0.023000
Kernel 2: 74.446999
Copyback: 0.016000
Sum: 0.029000
It 14,Best ac:0.003556 0.590909 fi:0.653452. Ave ac:0.015017,0.017487
Initialization: 5.571000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.258000
Kernel 1: 0.023000
Kernel 2: 72.949997
Copyback: 0.017000
Sum: 0.023000
It 15,Best ac:0.004375 0.695652 fi:0.524432. Ave ac:0.018259,0.022085
Initialization: 5.522000
Memcpy Classifiers: 0.336000
Memcpy Instances: 8.307000
Kernel 1: 0.022000
Kernel 2: 71.068001
Copyback: 0.016000
Sum: 0.022000
It 16,Best ac:0.003282 0.800000 fi:0.397368. Ave ac:0.019939,0.024213
Initialization: 5.746000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.290000
Kernel 1: 0.023000
Kernel 2: 71.107002
Copyback: 0.017000
Sum: 0.021000
It 17,Best ac:0.005196 0.678571 fi:0.510348. Ave ac:0.020304,0.024983
Initialization: 5.605000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.639000
Kernel 1: 0.022000
Kernel 2: 69.805000
Copyback: 0.016000
Sum: 0.024000
It 18,Best ac:0.003556 0.764706 fi:0.501695. Ave ac:0.016594,0.020532
Initialization: 5.700000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.322000
Kernel 1: 0.023000
Kernel 2: 68.625000
Copyback: 0.016000
Sum: 0.022000
It 19,Best ac:0.004923 0.642857 fi:0.546300. Ave ac:0.016112,0.019928
Initialization: 5.550000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.291000
Kernel 1: 0.024000
Kernel 2: 70.671997
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.003283 0.631579 fi:0.550345. Ave ac:0.017575,0.022391
Initialization: 5.557000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.244000
Kernel 1: 0.024000
Kernel 2: 69.559998
Copyback: 0.017000
Sum: 0.021000
It 21,Best ac:0.005472 0.714286 fi:0.503525. Ave ac:0.017511,0.020645
Initialization: 5.427000
Memcpy Classifiers: 0.292000
Memcpy Instances: 7.330000
Kernel 1: 0.023000
Kernel 2: 69.509003
Copyback: 0.043000
Sum: 0.023000
It 22,Best ac:0.006016 0.758621 fi:0.420270. Ave ac:0.016859,0.023293
Initialization: 5.669000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.299000
Kernel 1: 0.023000
Kernel 2: 66.699997
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.005197 0.655172 fi:0.533838. Ave ac:0.016261,0.023063
Initialization: 5.589000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.243000
Kernel 1: 0.024000
Kernel 2: 68.420998
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.003556 0.812500 fi:0.394229. Ave ac:0.010745,0.015423
Initialization: 5.580000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.424000
Kernel 1: 0.022000
Kernel 2: 67.097000
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.004103 0.681818 fi:0.481985. Ave ac:0.010126,0.013708
Initialization: 5.536000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.340000
Kernel 1: 0.023000
Kernel 2: 66.556999
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.004922 0.692308 fi:0.489541. Ave ac:0.012188,0.017264
Initialization: 5.554000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.275000
Kernel 1: 0.024000
Kernel 2: 67.967003
Copyback: 0.017000
Sum: 0.020000
It 27,Best ac:0.004650 0.739130 fi:0.433702. Ave ac:0.012349,0.016392
Initialization: 5.560000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.306000
Kernel 1: 0.023000
Kernel 2: 68.223000
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.004375 0.800000 fi:0.382922. Ave ac:0.012858,0.019938
Initialization: 5.621000
Memcpy Classifiers: 0.305000
Memcpy Instances: 7.763000
Kernel 1: 0.023000
Kernel 2: 67.293999
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003829 0.666667 fi:0.515624. Ave ac:0.008396,0.012520
Initialization: 5.594000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.259000
Kernel 1: 0.023000
Kernel 2: 66.814003
Copyback: 0.016000
Sum: 0.022000
It 30,Best ac:0.003282 0.705882 fi:0.478974. Ave ac:0.009606,0.014188
Initialization: 5.625000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.297000
Kernel 1: 0.024000
Kernel 2: 67.078003
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003555 0.764706 fi:0.417504. Ave ac:0.013436,0.017367
Initialization: 5.563000
Memcpy Classifiers: 0.262000
Memcpy Instances: 7.298000
Kernel 1: 0.024000
Kernel 2: 66.624001
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.002735 0.909091 fi:0.366453. Ave ac:0.010170,0.012421
Initialization: 5.560000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.280000
Kernel 1: 0.024000
Kernel 2: 66.502998
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.003829 0.736842 fi:0.458887. Ave ac:0.008643,0.010444
Initialization: 29.014000
Memcpy Instances: 363.579987
Memcpy Classifiers: 0.072000
Kernel 1: 0.022000
Kernel 2: 501.044006
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 504.084991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 483.907013
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 493.295013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 500.596985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 478.229004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 494.045013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 493.233002
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.055000
Kernel 1: 0.016000
Kernel 2: 194.248993
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003616 0.547639 fi:0.634767. Ave ac:0.007886,0.022783
Best acc 0.003616 0.547639
Initialization: 5.552000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.715000
Kernel 1: 0.025000
Kernel 2: 90.518997
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.004603 accuracy2:0.176852
Initialization: 5.532000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.374000
Kernel 1: 0.021000
Kernel 2: 97.818001
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.003008 0.523810 fi:0.608252. Ave ac:0.009567,0.014307
Initialization: 5.549000
Memcpy Classifiers: 0.503000
Memcpy Instances: 7.314000
Kernel 1: 0.024000
Kernel 2: 98.738998
Copyback: 0.018000
Sum: 0.030000
It 1,Best ac:0.005196 0.422222 fi:0.676652. Ave ac:0.012198,0.016659
Initialization: 5.586000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.245000
Kernel 1: 0.023000
Kernel 2: 96.805000
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.003556 0.520000 fi:0.579764. Ave ac:0.011730,0.013750
Initialization: 5.650000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.274000
Kernel 1: 0.023000
Kernel 2: 95.864998
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.004923 0.666667 fi:0.432352. Ave ac:0.010170,0.010782
Initialization: 6.085000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.265000
Kernel 1: 0.023000
Kernel 2: 92.378998
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.003829 0.666667 fi:0.432949. Ave ac:0.008772,0.009241
Initialization: 5.628000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.251000
Kernel 1: 0.022000
Kernel 2: 94.370003
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.003829 0.777778 fi:0.321838. Ave ac:0.009374,0.008299
Initialization: 5.585000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.267000
Kernel 1: 0.023000
Kernel 2: 90.191002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.005197 0.633333 fi:0.465541. Ave ac:0.008365,0.007674
Initialization: 5.572000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.315000
Kernel 1: 0.023000
Kernel 2: 89.940002
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.003556 0.500000 fi:0.599764. Ave ac:0.006095,0.006338
Initialization: 5.608000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.353000
Kernel 1: 0.022000
Kernel 2: 90.473000
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.003281 0.600000 fi:0.499912. Ave ac:0.007951,0.006888
Initialization: 5.640000
Memcpy Classifiers: 0.896000
Memcpy Instances: 7.294000
Kernel 1: 0.022000
Kernel 2: 89.680000
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.013403 0.597561 fi:0.496866. Ave ac:0.008881,0.008220
Iteration 10:MDL fitness activated
Error 0.496866 TL 0.034340
MDL Theory Length Weight: 4.8230236935 (5)
Initialization: 6.661000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.310000
Kernel 1: 0.024000
Kernel 2: 91.644997
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.004923 0.692308 fi:0.561071. Ave ac:0.007379,0.006108
Initialization: 6.266000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.279000
Kernel 1: 0.024000
Kernel 2: 86.683998
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003556 0.764706 fi:0.487752. Ave ac:0.006787,0.006255
Initialization: 5.604000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 84.089996
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.003281 0.857143 fi:0.384966. Ave ac:0.006556,0.006101
Initialization: 5.556000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.254000
Kernel 1: 0.024000
Kernel 2: 79.478996
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.003009 0.916667 fi:0.355011. Ave ac:0.008198,0.008085
Initialization: 5.546000
Memcpy Classifiers: 0.366000
Memcpy Instances: 7.916000
Kernel 1: 0.023000
Kernel 2: 81.110001
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.005198 0.703704 fi:0.506710. Ave ac:0.009543,0.009348
Initialization: 5.616000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.285000
Kernel 1: 0.022000
Kernel 2: 78.221001
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.005469 0.740741 fi:0.476241. Ave ac:0.009141,0.010066
Initialization: 5.537000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.779000
Kernel 1: 0.023000
Kernel 2: 73.315002
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.005744 0.750000 fi:0.444603. Ave ac:0.009284,0.010474
Initialization: 5.628000
Memcpy Classifiers: 0.371000
Memcpy Instances: 7.332000
Kernel 1: 0.023000
Kernel 2: 72.272003
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.003555 0.619048 fi:0.601560. Ave ac:0.006562,0.007140
Initialization: 5.662000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.715000
Kernel 1: 0.023000
Kernel 2: 72.434998
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.003828 0.666667 fi:0.541260. Ave ac:0.009117,0.009133
Initialization: 5.659000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.802000
Kernel 1: 0.023000
Kernel 2: 70.517998
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.003282 0.666667 fi:0.508829. Ave ac:0.011053,0.011320
Initialization: 5.661000
Memcpy Classifiers: 0.726000
Memcpy Instances: 7.290000
Kernel 1: 0.023000
Kernel 2: 69.709999
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.003829 0.875000 fi:0.331338. Ave ac:0.008456,0.010743
Initialization: 5.590000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.830000
Kernel 1: 0.023000
Kernel 2: 68.699997
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.003556 0.812500 fi:0.384572. Ave ac:0.011062,0.011987
Initialization: 5.573000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.764000
Kernel 1: 0.024000
Kernel 2: 69.153999
Copyback: 0.016000
Sum: 0.024000
It 22,Best ac:0.006565 0.615385 fi:0.556723. Ave ac:0.012076,0.014605
Initialization: 5.658000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.824000
Kernel 1: 0.023000
Kernel 2: 70.132004
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.003555 0.619048 fi:0.551062. Ave ac:0.011293,0.016041
Initialization: 5.556000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.336000
Kernel 1: 0.023000
Kernel 2: 70.148003
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.004376 0.800000 fi:0.429113. Ave ac:0.014561,0.020420
Initialization: 5.626000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.726000
Kernel 1: 0.022000
Kernel 2: 70.555000
Copyback: 0.017000
Sum: 0.020000
It 25,Best ac:0.004651 0.739130 fi:0.453427. Ave ac:0.010268,0.013593
Initialization: 5.673000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.281000
Kernel 1: 0.023000
Kernel 2: 67.896004
Copyback: 0.372000
Sum: 0.023000
It 26,Best ac:0.003282 0.800000 fi:0.382987. Ave ac:0.009985,0.013497
Initialization: 5.569000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.734000
Kernel 1: 0.023000
Kernel 2: 70.785004
Copyback: 0.019000
Sum: 0.024000
It 27,Best ac:0.004922 0.720000 fi:0.465883. Ave ac:0.011014,0.019312
Initialization: 6.060000
Memcpy Classifiers: 0.248000
Memcpy Instances: 7.262000
Kernel 1: 0.023000
Kernel 2: 69.858002
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.003282 0.923077 fi:0.255952. Ave ac:0.008671,0.014722
Initialization: 6.055000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.359000
Kernel 1: 0.023000
Kernel 2: 68.026001
Copyback: 0.016000
Sum: 0.021000
It 29,Best ac:0.003281 0.923077 fi:0.290973. Ave ac:0.008001,0.009480
Initialization: 6.073000
Memcpy Classifiers: 0.248000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 66.938004
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.003009 0.785714 fi:0.442428. Ave ac:0.007457,0.010983
Initialization: 6.031000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 65.366997
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.004923 0.818182 fi:0.375814. Ave ac:0.008544,0.013371
Initialization: 5.549000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.779000
Kernel 1: 0.023000
Kernel 2: 68.175003
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.004650 0.653846 fi:0.523411. Ave ac:0.006346,0.009704
Initialization: 5.588000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.748000
Kernel 1: 0.022000
Kernel 2: 69.195000
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.003830 0.736842 fi:0.424319. Ave ac:0.007511,0.011164
Initialization: 29.260000
Memcpy Instances: 361.194000
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 486.665009
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 492.562012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 489.584015
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 469.071991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 482.403015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 486.829010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 484.893005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 494.036987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 199.880997
Copyback: 0.021000
Sum: 0.004000
It 34,Best ac:0.032816 0.501211 fi:0.666956. Ave ac:0.008623,0.027017
Best acc 0.032816 0.501211
Rule:Att PSSM_-4_6 is [<-0.449963]|Att PSSM_0_5 is [-3.479190,9.085265]|Att PSSM_0_12 is [<-2.466260]|Att PSSM_3_1 is [0.216456,5.319024]|Att PSSM_4_7 is [<-1.427507]|1
Accuracy : 0.788035
0	1	
147973	16107	
33628	36930	
Removed 1207 instances. 181601 Instances left. Acc of rule 0.003616-0.547639
Initialization: 5.538000
Memcpy Classifiers: 0.594000
Memcpy Instances: 7.699000
Kernel 1: 0.024000
Kernel 2: 88.581001
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.005193 accuracy2:0.182837
Initialization: 5.520000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.229000
Kernel 1: 0.023000
Kernel 2: 94.585999
Copyback: 0.372000
Sum: 0.028000
It 0,Best ac:0.006885 0.423729 fi:0.674179. Ave ac:0.009619,0.012400
Initialization: 5.521000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.278000
Kernel 1: 0.024000
Kernel 2: 95.527000
Copyback: 0.016000
Sum: 0.028000
It 1,Best ac:0.003580 0.619048 fi:0.480676. Ave ac:0.013232,0.013959
Initialization: 5.568000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.189000
Kernel 1: 0.024000
Kernel 2: 95.892998
Copyback: 0.017000
Sum: 0.027000
It 2,Best ac:0.005508 0.571429 fi:0.527236. Ave ac:0.012219,0.013712
Initialization: 5.523000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.374000
Kernel 1: 0.023000
Kernel 2: 98.703003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.003578 0.619048 fi:0.480679. Ave ac:0.010955,0.012441
Initialization: 5.531000
Memcpy Classifiers: 0.967000
Memcpy Instances: 7.233000
Kernel 1: 0.023000
Kernel 2: 101.393997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.003028 0.550000 fi:0.565296. Ave ac:0.008057,0.008704
Initialization: 5.529000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.235000
Kernel 1: 0.023000
Kernel 2: 98.459000
Copyback: 0.023000
Sum: 0.036000
It 5,Best ac:0.003579 0.565217 fi:0.534509. Ave ac:0.009699,0.009589
Initialization: 5.553000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.243000
Kernel 1: 0.023000
Kernel 2: 101.797997
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.003854 0.700000 fi:0.399575. Ave ac:0.009498,0.009183
Initialization: 5.512000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.322000
Kernel 1: 0.023000
Kernel 2: 102.314003
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.005230 0.612903 fi:0.485917. Ave ac:0.008323,0.008248
Initialization: 5.541000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.385000
Kernel 1: 0.020000
Kernel 2: 99.185997
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.005782 0.656250 fi:0.442268. Ave ac:0.007735,0.006232
Initialization: 5.665000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.200000
Kernel 1: 0.024000
Kernel 2: 97.098000
Copyback: 0.020000
Sum: 0.030000
It 9,Best ac:0.006606 0.631579 fi:0.466485. Ave ac:0.007007,0.006076
Iteration 10:MDL fitness activated
Error 0.466485 TL 0.042962
MDL Theory Length Weight: 3.6193549590 (4)
Initialization: 5.530000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.740000
Kernel 1: 0.021000
Kernel 2: 95.428001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.002754 0.625000 fi:0.687850. Ave ac:0.006481,0.005897
Initialization: 5.561000
Memcpy Classifiers: 0.554000
Memcpy Instances: 7.225000
Kernel 1: 0.022000
Kernel 2: 95.282997
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.003029 0.687500 fi:0.614307. Ave ac:0.007827,0.006712
Initialization: 5.598000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.209000
Kernel 1: 0.023000
Kernel 2: 92.561996
Copyback: 0.017000
Sum: 0.040000
It 12,Best ac:0.002753 0.714286 fi:0.597490. Ave ac:0.007381,0.006815
Initialization: 5.554000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.223000
Kernel 1: 0.023000
Kernel 2: 90.235001
Copyback: 0.016000
Sum: 0.069000
It 13,Best ac:0.003304 0.600000 fi:0.577712. Ave ac:0.009400,0.008098
Initialization: 5.537000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.277000
Kernel 1: 0.024000
Kernel 2: 88.431000
Copyback: 0.017000
Sum: 0.042000
It 14,Best ac:0.002203 1.000000 fi:0.464476. Ave ac:0.011300,0.010434
Initialization: 5.543000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.307000
Kernel 1: 0.022000
Kernel 2: 84.239998
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.003855 0.636364 fi:0.574585. Ave ac:0.011939,0.011925
Initialization: 5.543000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.225000
Kernel 1: 0.023000
Kernel 2: 82.146004
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004130 0.555556 fi:0.650889. Ave ac:0.011197,0.010255
Initialization: 5.587000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.664000
Kernel 1: 0.022000
Kernel 2: 80.019997
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.003305 0.705882 fi:0.503310. Ave ac:0.013048,0.012849
Initialization: 6.017000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.258000
Kernel 1: 0.023000
Kernel 2: 76.369003
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.003029 0.733333 fi:0.476850. Ave ac:0.015944,0.016879
Initialization: 5.650000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.191000
Kernel 1: 0.024000
Kernel 2: 73.420998
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.004956 0.750000 fi:0.428191. Ave ac:0.013764,0.014379
Initialization: 5.615000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.197000
Kernel 1: 0.023000
Kernel 2: 74.364998
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.002753 0.769231 fi:0.500121. Ave ac:0.013224,0.014944
Initialization: 5.535000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.197000
Kernel 1: 0.023000
Kernel 2: 69.755997
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.003855 0.666667 fi:0.473708. Ave ac:0.011342,0.012962
Initialization: 5.517000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.197000
Kernel 1: 0.024000
Kernel 2: 70.539001
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.005231 0.760000 fi:0.445839. Ave ac:0.014643,0.018486
Initialization: 5.576000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.281000
Kernel 1: 0.024000
Kernel 2: 70.139000
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.003029 0.611111 fi:0.581265. Ave ac:0.011253,0.016840
Initialization: 5.519000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.241000
Kernel 1: 0.024000
Kernel 2: 73.586998
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.005507 0.689655 fi:0.480372. Ave ac:0.012573,0.017324
Initialization: 5.560000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.221000
Kernel 1: 0.023000
Kernel 2: 73.027000
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.007161 0.702703 fi:0.463224. Ave ac:0.008545,0.012491
Initialization: 5.550000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.221000
Kernel 1: 0.023000
Kernel 2: 70.360001
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.003855 0.636364 fi:0.532505. Ave ac:0.006537,0.008638
Initialization: 5.522000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.231000
Kernel 1: 0.024000
Kernel 2: 69.528000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.003304 0.631579 fi:0.563186. Ave ac:0.007791,0.013191
Initialization: 5.554000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.219000
Kernel 1: 0.024000
Kernel 2: 69.623001
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.003029 0.733333 fi:0.434285. Ave ac:0.009201,0.015067
MDL Theory Length Weight: 3.2574194631 (10)
Initialization: 5.543000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.250000
Kernel 1: 0.023000
Kernel 2: 71.766998
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.004406 0.640000 fi:0.519008. Ave ac:0.008170,0.012581
Initialization: 5.581000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.301000
Kernel 1: 0.023000
Kernel 2: 69.397003
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.003304 0.750000 fi:0.424907. Ave ac:0.007865,0.011917
Initialization: 5.583000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.268000
Kernel 1: 0.023000
Kernel 2: 69.403000
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.003303 0.705882 fi:0.476670. Ave ac:0.010061,0.014944
Initialization: 5.529000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.319000
Kernel 1: 0.023000
Kernel 2: 67.985001
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003304 0.750000 fi:0.418343. Ave ac:0.007862,0.014431
Initialization: 5.527000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.294000
Kernel 1: 0.023000
Kernel 2: 69.765999
Copyback: 0.018000
Sum: 0.026000
It 33,Best ac:0.003304 0.800000 fi:0.341736. Ave ac:0.008924,0.011439
Initialization: 29.577000
Memcpy Instances: 358.812988
Memcpy Classifiers: 0.078000
Kernel 1: 0.023000
Kernel 2: 591.028015
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 524.940979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 598.318970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 510.459015
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.012000
Kernel 2: 602.848999
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 511.009003
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.078000
Kernel 1: 0.019000
Kernel 2: 607.359985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 512.745972
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 157.061996
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003177 0.451134 fi:0.685532. Ave ac:0.008687,0.026345
Best acc 0.003177 0.451134
Initialization: 5.591000
Memcpy Classifiers: 0.631000
Memcpy Instances: 7.272000
Kernel 1: 0.023000
Kernel 2: 88.444000
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005185 accuracy2:0.180638
Initialization: 5.544000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.210000
Kernel 1: 0.024000
Kernel 2: 94.026001
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.003303 0.521739 fi:0.578139. Ave ac:0.009195,0.013647
Initialization: 5.524000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.228000
Kernel 1: 0.023000
Kernel 2: 98.378998
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.004956 0.461538 fi:0.637429. Ave ac:0.011684,0.015478
Initialization: 5.550000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.248000
Kernel 1: 0.023000
Kernel 2: 97.560997
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.003855 0.437500 fi:0.662075. Ave ac:0.012733,0.014231
Initialization: 5.523000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.205000
Kernel 1: 0.023000
Kernel 2: 97.263000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.003578 0.500000 fi:0.599727. Ave ac:0.011280,0.013635
Initialization: 5.661000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.246000
Kernel 1: 0.023000
Kernel 2: 94.453003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.003304 0.571429 fi:0.528449. Ave ac:0.011536,0.012982
Initialization: 5.499000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.289000
Kernel 1: 0.025000
Kernel 2: 95.195999
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.004404 0.551724 fi:0.547549. Ave ac:0.009930,0.013425
Initialization: 5.530000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.238000
Kernel 1: 0.024000
Kernel 2: 89.973999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.003029 0.733333 fi:0.380646. Ave ac:0.011529,0.014763
Initialization: 5.561000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.709000
Kernel 1: 0.023000
Kernel 2: 85.710999
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.003029 0.647059 fi:0.466921. Ave ac:0.011103,0.014535
Initialization: 5.479000
Memcpy Classifiers: 0.425000
Memcpy Instances: 7.205000
Kernel 1: 0.023000
Kernel 2: 82.319000
Copyback: 0.019000
Sum: 0.034000
It 8,Best ac:0.003854 0.608696 fi:0.490880. Ave ac:0.010538,0.013885
Initialization: 5.562000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.192000
Kernel 1: 0.023000
Kernel 2: 83.410004
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.004129 0.681818 fi:0.417606. Ave ac:0.011399,0.013998
Iteration 10:MDL fitness activated
Error 0.417606 TL 0.032825
MDL Theory Length Weight: 4.2407913095 (4)
Initialization: 5.842000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.521000
Kernel 1: 0.023000
Kernel 2: 78.737999
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.003304 0.600000 fi:0.598568. Ave ac:0.009568,0.013546
Initialization: 5.580000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.203000
Kernel 1: 0.023000
Kernel 2: 77.936996
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.002203 0.888889 fi:0.591964. Ave ac:0.013434,0.018314
Initialization: 5.515000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.199000
Kernel 1: 0.025000
Kernel 2: 74.057999
Copyback: 0.017000
Sum: 0.022000
It 12,Best ac:0.003029 0.611111 fi:0.569191. Ave ac:0.014564,0.023174
Initialization: 5.513000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.305000
Kernel 1: 0.023000
Kernel 2: 73.070999
Copyback: 0.017000
Sum: 0.023000
It 13,Best ac:0.003305 0.705882 fi:0.485296. Ave ac:0.013911,0.023359
Initialization: 5.498000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.332000
Kernel 1: 0.022000
Kernel 2: 72.940002
Copyback: 0.017000
Sum: 0.022000
It 14,Best ac:0.003303 0.600000 fi:0.556351. Ave ac:0.014537,0.032606
Initialization: 5.574000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.273000
Kernel 1: 0.024000
Kernel 2: 70.264000
Copyback: 0.017000
Sum: 0.022000
It 15,Best ac:0.007436 0.642857 fi:0.480181. Ave ac:0.015066,0.027771
Initialization: 5.521000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.229000
Kernel 1: 0.023000
Kernel 2: 68.279999
Copyback: 0.017000
Sum: 0.023000
It 16,Best ac:0.003303 0.800000 fi:0.358924. Ave ac:0.015340,0.031327
Initialization: 5.512000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.200000
Kernel 1: 0.023000
Kernel 2: 68.214996
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.002753 0.714286 fi:0.512508. Ave ac:0.017377,0.032644
Initialization: 5.582000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.199000
Kernel 1: 0.023000
Kernel 2: 66.568001
Copyback: 0.016000
Sum: 0.022000
It 18,Best ac:0.003579 0.520000 fi:0.635177. Ave ac:0.016230,0.036731
Initialization: 6.031000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.230000
Kernel 1: 0.023000
Kernel 2: 65.083000
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.003029 0.550000 fi:0.632478. Ave ac:0.020219,0.041731
Initialization: 5.579000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.244000
Kernel 1: 0.022000
Kernel 2: 66.374001
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.004405 0.571429 fi:0.568913. Ave ac:0.027194,0.042461
Initialization: 5.587000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.935000
Kernel 1: 0.023000
Kernel 2: 62.443001
Copyback: 0.017000
Sum: 0.020000
It 21,Best ac:0.003304 0.750000 fi:0.390967. Ave ac:0.025822,0.046682
Initialization: 5.523000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.227000
Kernel 1: 0.024000
Kernel 2: 63.862999
Copyback: 0.017000
Sum: 0.019000
It 22,Best ac:0.003029 0.578947 fi:0.593042. Ave ac:0.022421,0.044913
Initialization: 5.511000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.687000
Kernel 1: 0.023000
Kernel 2: 64.153999
Copyback: 0.018000
Sum: 0.025000
It 23,Best ac:0.003856 0.636364 fi:0.554512. Ave ac:0.021698,0.038080
Initialization: 5.796000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.407000
Kernel 1: 0.023000
Kernel 2: 64.445000
Copyback: 0.017000
Sum: 0.019000
It 24,Best ac:0.002754 0.769231 fi:0.453931. Ave ac:0.021336,0.043794
Initialization: 5.617000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.293000
Kernel 1: 0.023000
Kernel 2: 64.790001
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003304 0.750000 fi:0.395758. Ave ac:0.017933,0.035470
MDL Theory Length Weight: 3.8167121786 (10)
Initialization: 5.520000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.819000
Kernel 1: 0.023000
Kernel 2: 65.691002
Copyback: 0.017000
Sum: 0.019000
It 26,Best ac:0.006056 0.611111 fi:0.519408. Ave ac:0.015628,0.032294
Initialization: 5.627000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.695000
Kernel 1: 0.023000
Kernel 2: 67.929001
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.006333 0.469388 fi:0.663178. Ave ac:0.013075,0.031926
Initialization: 5.646000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.847000
Kernel 1: 0.023000
Kernel 2: 64.205002
Copyback: 0.017000
Sum: 0.020000
It 28,Best ac:0.003855 0.608696 fi:0.509899. Ave ac:0.017251,0.031816
Initialization: 5.551000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.274000
Kernel 1: 0.023000
Kernel 2: 64.920998
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.003029 0.733333 fi:0.413902. Ave ac:0.020124,0.038279
Initialization: 5.579000
Memcpy Classifiers: 0.203000
Memcpy Instances: 7.259000
Kernel 1: 0.023000
Kernel 2: 66.990997
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.005507 0.645161 fi:0.482402. Ave ac:0.017268,0.032123
Initialization: 5.525000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.219000
Kernel 1: 0.024000
Kernel 2: 66.626999
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.004129 0.555556 fi:0.586450. Ave ac:0.015122,0.031988
Initialization: 5.811000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.187000
Kernel 1: 0.024000
Kernel 2: 68.189003
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.003029 0.647059 fi:0.504073. Ave ac:0.025124,0.037910
Initialization: 5.621000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.193000
Kernel 1: 0.023000
Kernel 2: 70.268997
Copyback: 0.021000
Sum: 0.022000
It 33,Best ac:0.004406 0.571429 fi:0.563960. Ave ac:0.017454,0.033564
Initialization: 29.450001
Memcpy Instances: 359.184998
Memcpy Classifiers: 0.083000
Kernel 1: 0.025000
Kernel 2: 553.203979
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.082000
Kernel 1: 0.016000
Kernel 2: 471.752014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 542.197998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 460.809998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 546.267029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 550.369019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 557.638977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 460.040985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 149.796005
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003166 0.457075 fi:0.671777. Ave ac:0.017335,0.053934
Best acc 0.003166 0.457075
Initialization: 6.061000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.217000
Kernel 1: 0.025000
Kernel 2: 89.822998
Copyback: 0.017000
Sum: 0.054000
Initial population average accuracy1:0.004870 accuracy2:0.189767
Initialization: 5.472000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.259000
Kernel 1: 0.023000
Kernel 2: 90.914001
Copyback: 0.018000
Sum: 0.033000
It 0,Best ac:0.002753 0.476190 fi:0.719533. Ave ac:0.008576,0.011435
Initialization: 5.495000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.245000
Kernel 1: 0.023000
Kernel 2: 97.350998
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.003305 0.428571 fi:0.671304. Ave ac:0.010636,0.012252
Initialization: 5.560000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.189000
Kernel 1: 0.024000
Kernel 2: 93.841003
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.007711 0.500000 fi:0.597454. Ave ac:0.011776,0.012114
Initialization: 5.652000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.190000
Kernel 1: 0.024000
Kernel 2: 89.988998
Copyback: 0.018000
Sum: 0.028000
It 3,Best ac:0.008811 0.507937 fi:0.588919. Ave ac:0.011195,0.011158
Initialization: 5.525000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.706000
Kernel 1: 0.022000
Kernel 2: 87.308998
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003855 0.608696 fi:0.490880. Ave ac:0.011420,0.013282
Initialization: 5.614000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.191000
Kernel 1: 0.023000
Kernel 2: 86.061996
Copyback: 0.018000
Sum: 0.029000
It 5,Best ac:0.003028 0.578947 fi:0.536349. Ave ac:0.009968,0.010353
Initialization: 5.511000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.296000
Kernel 1: 0.023000
Kernel 2: 83.066002
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.003856 0.823529 fi:0.276043. Ave ac:0.010243,0.011218
Initialization: 5.572000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.222000
Kernel 1: 0.023000
Kernel 2: 82.765999
Copyback: 0.018000
Sum: 0.030000
It 7,Best ac:0.003856 0.636364 fi:0.463209. Ave ac:0.008296,0.010253
Initialization: 5.553000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.196000
Kernel 1: 0.023000
Kernel 2: 82.820000
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.004404 0.666667 fi:0.432607. Ave ac:0.008532,0.011630
Initialization: 5.475000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.200000
Kernel 1: 0.023000
Kernel 2: 84.334000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.002203 0.888889 fi:0.467690. Ave ac:0.008593,0.013958
Iteration 10:MDL fitness activated
Error 0.467690 TL 0.019360
MDL Theory Length Weight: 8.0525237609 (4)
Initialization: 5.534000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.207000
Kernel 1: 0.024000
Kernel 2: 82.607002
Copyback: 0.018000
Sum: 0.026000
It 10,Best ac:0.007985 0.537037 fi:0.709480. Ave ac:0.009230,0.013694
Initialization: 5.786000
Memcpy Classifiers: 0.520000
Memcpy Instances: 7.220000
Kernel 1: 0.023000
Kernel 2: 79.221001
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.003578 0.590909 fi:0.690846. Ave ac:0.011412,0.015103
Initialization: 5.696000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.190000
Kernel 1: 0.023000
Kernel 2: 76.376999
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.010465 0.655172 fi:0.591343. Ave ac:0.013407,0.017636
Initialization: 5.472000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.302000
Kernel 1: 0.024000
Kernel 2: 73.417999
Copyback: 0.017000
Sum: 0.023000
It 13,Best ac:0.004130 0.681818 fi:0.524698. Ave ac:0.013636,0.022478
Initialization: 5.484000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.213000
Kernel 1: 0.023000
Kernel 2: 69.691002
Copyback: 0.017000
Sum: 0.022000
It 14,Best ac:0.003855 0.777778 fi:0.407227. Ave ac:0.011275,0.019367
Initialization: 5.472000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.240000
Kernel 1: 0.023000
Kernel 2: 70.496002
Copyback: 0.017000
Sum: 0.021000
It 15,Best ac:0.004130 0.714286 fi:0.477603. Ave ac:0.014681,0.025491
Initialization: 5.570000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.211000
Kernel 1: 0.024000
Kernel 2: 71.197998
Copyback: 0.017000
Sum: 0.022000
It 16,Best ac:0.003303 0.705882 fi:0.548656. Ave ac:0.014054,0.023081
Initialization: 5.709000
Memcpy Classifiers: 0.287000
Memcpy Instances: 7.339000
Kernel 1: 0.023000
Kernel 2: 69.879997
Copyback: 0.017000
Sum: 0.021000
It 17,Best ac:0.007161 0.530612 fi:0.668086. Ave ac:0.017440,0.031663
Initialization: 5.567000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.202000
Kernel 1: 0.023000
Kernel 2: 72.178001
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.004682 0.607143 fi:0.606316. Ave ac:0.017868,0.033139
Initialization: 5.535000
Memcpy Classifiers: 0.230000
Memcpy Instances: 7.198000
Kernel 1: 0.024000
Kernel 2: 66.392998
Copyback: 0.017000
Sum: 0.021000
It 19,Best ac:0.002753 0.833333 fi:0.524419. Ave ac:0.022392,0.036580
Initialization: 5.477000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.394000
Kernel 1: 0.023000
Kernel 2: 68.675003
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.004956 0.600000 fi:0.601630. Ave ac:0.024999,0.038204
Initialization: 5.543000
Memcpy Classifiers: 0.370000
Memcpy Instances: 7.187000
Kernel 1: 0.024000
Kernel 2: 65.333000
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.003029 0.733333 fi:0.484639. Ave ac:0.026301,0.041263
Initialization: 5.552000
Memcpy Classifiers: 0.170000
Memcpy Instances: 7.279000
Kernel 1: 0.023000
Kernel 2: 62.422001
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.004404 0.695652 fi:0.475639. Ave ac:0.028449,0.043090
Initialization: 5.484000
Memcpy Classifiers: 0.170000
Memcpy Instances: 7.277000
Kernel 1: 0.022000
Kernel 2: 62.074001
Copyback: 0.017000
Sum: 0.021000
It 23,Best ac:0.006057 0.594595 fi:0.552563. Ave ac:0.022999,0.033718
MDL Theory Length Weight: 7.2472713848 (10)
Initialization: 5.551000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.233000
Kernel 1: 0.024000
Kernel 2: 60.866001
Copyback: 0.017000
Sum: 0.020000
It 24,Best ac:0.003304 0.571429 fi:0.598022. Ave ac:0.025942,0.043051
Initialization: 5.976000
Memcpy Classifiers: 0.169000
Memcpy Instances: 7.234000
Kernel 1: 0.023000
Kernel 2: 62.092999
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003856 0.560000 fi:0.591160. Ave ac:0.025295,0.042569
Initialization: 5.529000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.956000
Kernel 1: 0.022000
Kernel 2: 62.702000
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.003028 0.785714 fi:0.392641. Ave ac:0.027832,0.043233
Initialization: 5.508000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.191000
Kernel 1: 0.023000
Kernel 2: 62.969002
Copyback: 0.017000
Sum: 0.020000
It 27,Best ac:0.003855 0.608696 fi:0.547587. Ave ac:0.026661,0.043765
Initialization: 5.625000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.224000
Kernel 1: 0.024000
Kernel 2: 61.686001
Copyback: 0.016000
Sum: 0.021000
It 28,Best ac:0.004679 0.531250 fi:0.621719. Ave ac:0.022188,0.039722
Initialization: 5.563000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.264000
Kernel 1: 0.021000
Kernel 2: 62.280998
Copyback: 0.017000
Sum: 0.019000
It 29,Best ac:0.003579 0.650000 fi:0.506134. Ave ac:0.021125,0.037135
Initialization: 5.619000
Memcpy Classifiers: 0.274000
Memcpy Instances: 7.202000
Kernel 1: 0.023000
Kernel 2: 63.977001
Copyback: 0.017000
Sum: 0.019000
It 30,Best ac:0.003856 0.700000 fi:0.470785. Ave ac:0.018958,0.036681
Initialization: 5.525000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.686000
Kernel 1: 0.023000
Kernel 2: 64.094002
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.004406 0.695652 fi:0.500814. Ave ac:0.016015,0.032677
Initialization: 5.570000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.244000
Kernel 1: 0.022000
Kernel 2: 63.383999
Copyback: 0.017000
Sum: 0.019000
It 32,Best ac:0.006057 0.666667 fi:0.485738. Ave ac:0.012969,0.027769
Initialization: 5.694000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.230000
Kernel 1: 0.024000
Kernel 2: 67.033997
Copyback: 0.017000
Sum: 0.020000
It 33,Best ac:0.003578 0.565217 fi:0.618927. Ave ac:0.008755,0.020583
Initialization: 29.931000
Memcpy Instances: 361.717987
Memcpy Classifiers: 0.063000
Kernel 1: 0.024000
Kernel 2: 579.895020
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 485.045990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 580.791016
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 488.529999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 564.664978
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 570.757996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 567.744995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 489.108002
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 154.044006
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003612 0.476744 fi:0.677001. Ave ac:0.015104,0.048250
Best acc 0.003612 0.476744
Initialization: 5.713000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.213000
Kernel 1: 0.025000
Kernel 2: 89.010002
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005804 accuracy2:0.184372
Initialization: 5.574000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.708000
Kernel 1: 0.023000
Kernel 2: 95.980003
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.004957 0.461538 fi:0.637429. Ave ac:0.009212,0.013247
Initialization: 5.515000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.204000
Kernel 1: 0.024000
Kernel 2: 97.044998
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.004956 0.418605 fi:0.680362. Ave ac:0.010998,0.013631
Initialization: 5.565000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.251000
Kernel 1: 0.023000
Kernel 2: 93.089996
Copyback: 0.017000
Sum: 0.025000
It 2,Best ac:0.003029 0.500000 fi:0.613979. Ave ac:0.011487,0.015428
Initialization: 5.511000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.197000
Kernel 1: 0.023000
Kernel 2: 92.177002
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.003855 0.560000 fi:0.539575. Ave ac:0.012791,0.016452
Initialization: 5.510000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.249000
Kernel 1: 0.023000
Kernel 2: 88.476997
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.007159 0.553191 fi:0.544565. Ave ac:0.012606,0.017100
Initialization: 5.551000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.204000
Kernel 1: 0.023000
Kernel 2: 87.800003
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003305 0.631579 fi:0.468296. Ave ac:0.010820,0.012118
Initialization: 5.608000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.203000
Kernel 1: 0.023000
Kernel 2: 87.957001
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.003579 0.590909 fi:0.508817. Ave ac:0.009948,0.011788
Initialization: 5.604000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.186000
Kernel 1: 0.024000
Kernel 2: 89.175003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003856 0.666667 fi:0.432906. Ave ac:0.010184,0.011579
Initialization: 5.561000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.203000
Kernel 1: 0.024000
Kernel 2: 86.014000
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.004129 0.555556 fi:0.543869. Ave ac:0.010723,0.012613
Initialization: 5.546000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.239000
Kernel 1: 0.023000
Kernel 2: 84.083000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.006608 0.750000 fi:0.348064. Ave ac:0.009796,0.011065
Iteration 10:MDL fitness activated
Error 0.348064 TL 0.030389
MDL Theory Length Weight: 3.8178717454 (1)
Initialization: 5.534000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.675000
Kernel 1: 0.022000
Kernel 2: 83.191002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.003029 0.611111 fi:0.595361. Ave ac:0.008539,0.010507
Initialization: 6.025000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.209000
Kernel 1: 0.024000
Kernel 2: 77.324997
Copyback: 0.017000
Sum: 0.025000
It 11,Best ac:0.003029 0.785714 fi:0.404573. Ave ac:0.010557,0.014499
Initialization: 5.504000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.199000
Kernel 1: 0.024000
Kernel 2: 77.217003
Copyback: 0.018000
Sum: 0.031000
It 12,Best ac:0.004681 0.629630 fi:0.514167. Ave ac:0.011440,0.015959
Initialization: 5.528000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.256000
Kernel 1: 0.023000
Kernel 2: 73.579002
Copyback: 0.017000
Sum: 0.020000
It 13,Best ac:0.003578 0.722222 fi:0.499499. Ave ac:0.010889,0.015170
Initialization: 5.528000
Memcpy Classifiers: 0.262000
Memcpy Instances: 7.255000
Kernel 1: 0.024000
Kernel 2: 71.528000
Copyback: 0.017000
Sum: 0.023000
It 14,Best ac:0.004130 0.681818 fi:0.476886. Ave ac:0.011412,0.015490
Initialization: 5.535000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.464000
Kernel 1: 0.022000
Kernel 2: 71.591003
Copyback: 0.016000
Sum: 0.021000
It 15,Best ac:0.004129 0.600000 fi:0.553158. Ave ac:0.012696,0.022561
Initialization: 5.541000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.258000
Kernel 1: 0.024000
Kernel 2: 72.967003
Copyback: 0.017000
Sum: 0.021000
It 16,Best ac:0.003580 0.722222 fi:0.435655. Ave ac:0.009839,0.016147
Initialization: 5.567000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.228000
Kernel 1: 0.024000
Kernel 2: 70.364998
Copyback: 0.017000
Sum: 0.020000
It 17,Best ac:0.004957 0.692308 fi:0.481650. Ave ac:0.007232,0.013707
Initialization: 5.522000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.237000
Kernel 1: 0.024000
Kernel 2: 66.734001
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.003304 0.631579 fi:0.517038. Ave ac:0.009394,0.019148
Initialization: 5.546000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.205000
Kernel 1: 0.025000
Kernel 2: 65.491997
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.003579 0.722222 fi:0.431576. Ave ac:0.012910,0.021786
Initialization: 6.024000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.205000
Kernel 1: 0.023000
Kernel 2: 69.557999
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.003303 0.857143 fi:0.298764. Ave ac:0.010088,0.017938
Initialization: 5.562000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.280000
Kernel 1: 0.021000
Kernel 2: 69.586998
Copyback: 0.017000
Sum: 0.021000
It 21,Best ac:0.003579 0.500000 fi:0.643399. Ave ac:0.008050,0.014598
Initialization: 5.939000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.268000
Kernel 1: 0.023000
Kernel 2: 67.630997
Copyback: 0.017000
Sum: 0.020000
It 22,Best ac:0.003580 0.764706 fi:0.392780. Ave ac:0.012046,0.017555
Initialization: 5.954000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.248000
Kernel 1: 0.023000
Kernel 2: 70.584999
Copyback: 0.017000
Sum: 0.024000
It 23,Best ac:0.003304 0.666667 fi:0.478466. Ave ac:0.008840,0.014049
Initialization: 5.582000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.238000
Kernel 1: 0.022000
Kernel 2: 66.981003
Copyback: 0.017000
Sum: 0.019000
It 24,Best ac:0.007434 0.442623 fi:0.689447. Ave ac:0.006359,0.011615
Initialization: 5.573000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.242000
Kernel 1: 0.023000
Kernel 2: 64.288002
Copyback: 0.017000
Sum: 0.020000
It 25,Best ac:0.004681 0.653846 fi:0.496032. Ave ac:0.011733,0.021143
Initialization: 5.582000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.420000
Kernel 1: 0.023000
Kernel 2: 63.707001
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.004405 0.551724 fi:0.590615. Ave ac:0.010410,0.018602
Initialization: 5.561000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.667000
Kernel 1: 0.023000
Kernel 2: 63.186001
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003304 0.571429 fi:0.572374. Ave ac:0.008375,0.015972
Initialization: 5.536000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.711000
Kernel 1: 0.024000
Kernel 2: 64.921997
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.007436 0.574468 fi:0.562130. Ave ac:0.014811,0.026994
Initialization: 5.577000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.212000
Kernel 1: 0.023000
Kernel 2: 63.967999
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.003305 0.923077 fi:0.298793. Ave ac:0.017864,0.032765
MDL Theory Length Weight: 3.4360845709 (10)
Initialization: 5.596000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.196000
Kernel 1: 0.023000
Kernel 2: 63.456001
Copyback: 0.017000
Sum: 0.020000
It 30,Best ac:0.002753 0.833333 fi:0.402043. Ave ac:0.018792,0.027815
Initialization: 5.733000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.214000
Kernel 1: 0.024000
Kernel 2: 62.286999
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003029 0.733333 fi:0.422692. Ave ac:0.013716,0.025011
Initialization: 5.542000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.670000
Kernel 1: 0.023000
Kernel 2: 63.849998
Copyback: 0.017000
Sum: 0.020000
It 32,Best ac:0.003579 0.684211 fi:0.451176. Ave ac:0.011330,0.019182
Initialization: 5.580000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.201000
Kernel 1: 0.022000
Kernel 2: 66.963997
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003304 0.750000 fi:0.418511. Ave ac:0.010067,0.014438
Initialization: 29.600000
Memcpy Instances: 377.296997
Memcpy Classifiers: 0.065000
Kernel 1: 0.021000
Kernel 2: 532.635986
Copyback: 0.023000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.021000
Kernel 2: 591.028015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 591.101013
Copyback: 0.367000
Sum: 0.004000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 611.846008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 595.697021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 492.040985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 612.533997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 486.183990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 161.389008
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004130 0.501672 fi:0.637283. Ave ac:0.009320,0.031007
Best acc 0.004130 0.501672
Rule:Att PSSM_0_12 is [<-3.119895]|Att PSSM_1_11 is [>-3.047044]|Att PSSM_1_15 is [<0.755103]|Att PSSM_2_1 is [>0.915130]|1
Accuracy : 0.788056
0	1	
147228	16852	
32878	37680	
Removed 1495 instances. 180106 Instances left. Acc of rule 0.004130-0.501672
Initialization: 5.487000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.167000
Kernel 1: 0.025000
Kernel 2: 88.283997
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.004915 accuracy2:0.162666
Initialization: 5.441000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.651000
Kernel 1: 0.022000
Kernel 2: 90.892998
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.003887 0.466667 fi:0.632857. Ave ac:0.009360,0.011721
Initialization: 5.447000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.196000
Kernel 1: 0.024000
Kernel 2: 89.886002
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.003331 0.480000 fi:0.619836. Ave ac:0.010348,0.013057
Initialization: 5.734000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.211000
Kernel 1: 0.023000
Kernel 2: 92.119003
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.003887 0.411765 fi:0.687763. Ave ac:0.011352,0.012554
Initialization: 5.507000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.164000
Kernel 1: 0.023000
Kernel 2: 89.549004
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.003610 0.541667 fi:0.558012. Ave ac:0.011372,0.011475
Initialization: 5.498000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.183000
Kernel 1: 0.023000
Kernel 2: 89.169998
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.006661 0.461538 fi:0.636443. Ave ac:0.011906,0.011832
Initialization: 5.594000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.131000
Kernel 1: 0.024000
Kernel 2: 90.832001
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.005551 0.645161 fi:0.453439. Ave ac:0.011960,0.012405
Initialization: 5.546000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.169000
Kernel 1: 0.023000
Kernel 2: 85.633003
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.004163 0.555556 fi:0.543817. Ave ac:0.010644,0.011408
Initialization: 5.449000
Memcpy Classifiers: 0.579000
Memcpy Instances: 7.163000
Kernel 1: 0.022000
Kernel 2: 85.341003
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.004443 0.640000 fi:0.459214. Ave ac:0.008849,0.009518
Initialization: 5.531000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.168000
Kernel 1: 0.023000
Kernel 2: 86.584999
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.004441 0.484848 fi:0.614370. Ave ac:0.009024,0.010281
Initialization: 5.472000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.478000
Kernel 1: 0.023000
Kernel 2: 85.070999
Copyback: 0.016000
Sum: 0.028000
It 9,Best ac:0.005552 0.625000 fi:0.473600. Ave ac:0.009516,0.010234
Iteration 10:MDL fitness activated
Error 0.473600 TL 0.017247
MDL Theory Length Weight: 9.1530337168 (5)
Initialization: 5.439000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.186000
Kernel 1: 0.023000
Kernel 2: 87.599998
Copyback: 0.020000
Sum: 0.039000
It 10,Best ac:0.004164 0.714286 fi:0.668489. Ave ac:0.009694,0.009952
Initialization: 5.960000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.187000
Kernel 1: 0.023000
Kernel 2: 80.598000
Copyback: 0.016000
Sum: 0.031000
It 11,Best ac:0.003887 0.700000 fi:0.614439. Ave ac:0.011147,0.013863
Initialization: 5.454000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.201000
Kernel 1: 0.023000
Kernel 2: 77.420998
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003609 0.722222 fi:0.645940. Ave ac:0.011629,0.015456
Initialization: 5.652000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.293000
Kernel 1: 0.022000
Kernel 2: 77.400002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.008604 0.413333 fi:0.749440. Ave ac:0.015490,0.019392
Initialization: 5.521000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.149000
Kernel 1: 0.024000
Kernel 2: 74.405998
Copyback: 0.016000
Sum: 0.025000
It 14,Best ac:0.004441 0.727273 fi:0.582225. Ave ac:0.016426,0.020935
Initialization: 5.497000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.126000
Kernel 1: 0.023000
Kernel 2: 71.044998
Copyback: 0.017000
Sum: 0.037000
It 15,Best ac:0.007218 0.577778 fi:0.705925. Ave ac:0.014454,0.018498
Initialization: 5.538000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.133000
Kernel 1: 0.023000
Kernel 2: 70.845001
Copyback: 0.017000
Sum: 0.021000
It 16,Best ac:0.004442 0.551724 fi:0.604171. Ave ac:0.018427,0.020492
Initialization: 5.563000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.204000
Kernel 1: 0.022000
Kernel 2: 69.490997
Copyback: 0.017000
Sum: 0.021000
It 17,Best ac:0.004720 0.708333 fi:0.471817. Ave ac:0.026429,0.030060
Initialization: 5.466000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.229000
Kernel 1: 0.022000
Kernel 2: 67.651001
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.005275 0.633333 fi:0.619284. Ave ac:0.021478,0.029314
Initialization: 5.449000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.546000
Kernel 1: 0.023000
Kernel 2: 68.549004
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.006108 0.611111 fi:0.594207. Ave ac:0.027030,0.037523
Initialization: 5.718000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.464000
Kernel 1: 0.022000
Kernel 2: 66.031998
Copyback: 0.017000
Sum: 0.025000
It 20,Best ac:0.006385 0.657143 fi:0.522581. Ave ac:0.028854,0.037005
Initialization: 5.513000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.128000
Kernel 1: 0.023000
Kernel 2: 67.258003
Copyback: 0.371000
Sum: 0.021000
It 21,Best ac:0.007773 0.538462 fi:0.636434. Ave ac:0.033063,0.038002
Initialization: 5.524000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.177000
Kernel 1: 0.023000
Kernel 2: 63.270000
Copyback: 0.016000
Sum: 0.021000
It 22,Best ac:0.002777 1.000000 fi:0.290838. Ave ac:0.033697,0.040858
Initialization: 5.566000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.177000
Kernel 1: 0.023000
Kernel 2: 62.153000
Copyback: 0.016000
Sum: 0.020000
It 23,Best ac:0.003331 0.600000 fi:0.597993. Ave ac:0.028835,0.038801
Initialization: 5.475000
Memcpy Classifiers: 0.225000
Memcpy Instances: 7.140000
Kernel 1: 0.024000
Kernel 2: 61.667999
Copyback: 0.016000
Sum: 0.018000
It 24,Best ac:0.008881 0.561404 fi:0.595748. Ave ac:0.036546,0.049100
Initialization: 5.522000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.122000
Kernel 1: 0.023000
Kernel 2: 59.334999
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.004442 0.533333 fi:0.650873. Ave ac:0.034351,0.051246
Initialization: 5.450000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.609000
Kernel 1: 0.023000
Kernel 2: 60.521000
Copyback: 0.016000
Sum: 0.020000
It 26,Best ac:0.005830 0.636364 fi:0.516381. Ave ac:0.034359,0.052763
Initialization: 5.479000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.136000
Kernel 1: 0.024000
Kernel 2: 62.723999
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.005276 0.500000 fi:0.660883. Ave ac:0.024360,0.049293
Initialization: 5.487000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.222000
Kernel 1: 0.023000
Kernel 2: 59.780998
Copyback: 0.017000
Sum: 0.020000
It 28,Best ac:0.003054 0.611111 fi:0.553409. Ave ac:0.030443,0.051312
Initialization: 5.481000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.654000
Kernel 1: 0.022000
Kernel 2: 61.155998
Copyback: 0.017000
Sum: 0.020000
It 29,Best ac:0.004163 0.625000 fi:0.541109. Ave ac:0.030894,0.055166
Initialization: 5.520000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.193000
Kernel 1: 0.023000
Kernel 2: 58.698002
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.002499 0.818182 fi:0.538498. Ave ac:0.025726,0.051419
Initialization: 5.485000
Memcpy Classifiers: 0.152000
Memcpy Instances: 7.154000
Kernel 1: 0.023000
Kernel 2: 60.567001
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.003610 0.650000 fi:0.514145. Ave ac:0.028439,0.053149
MDL Theory Length Weight: 8.2377303451 (10)
Initialization: 5.440000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.173000
Kernel 1: 0.023000
Kernel 2: 59.228001
Copyback: 0.017000
Sum: 0.019000
It 32,Best ac:0.005828 0.700000 fi:0.446339. Ave ac:0.031216,0.055053
Initialization: 5.607000
Memcpy Classifiers: 0.153000
Memcpy Instances: 7.166000
Kernel 1: 0.023000
Kernel 2: 60.237999
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.002777 0.714286 fi:0.514843. Ave ac:0.023106,0.049913
Initialization: 30.084000
Memcpy Instances: 355.531006
Memcpy Classifiers: 0.049000
Kernel 1: 0.025000
Kernel 2: 536.007996
Copyback: 0.018000
Sum: 0.015000
Memcpy Classifiers: 0.047000
Kernel 1: 0.016000
Kernel 2: 432.690002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.046000
Kernel 1: 0.014000
Kernel 2: 535.645996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.013000
Kernel 2: 526.567017
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 527.231995
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.045000
Kernel 1: 0.015000
Kernel 2: 455.131012
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.048000
Kernel 1: 0.022000
Kernel 2: 537.780029
Copyback: 0.019000
Sum: 0.006000
Memcpy Classifiers: 0.047000
Kernel 1: 0.019000
Kernel 2: 432.220001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.037000
Kernel 1: 0.014000
Kernel 2: 112.389000
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003148 0.458367 fi:0.699590. Ave ac:0.019789,0.068283
Best acc 0.003148 0.458367
Initialization: 5.609000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.155000
Kernel 1: 0.025000
Kernel 2: 89.898003
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.004919 accuracy2:0.183087
Initialization: 5.523000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.173000
Kernel 1: 0.023000
Kernel 2: 94.224998
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.007771 0.383562 fi:0.713802. Ave ac:0.008798,0.011095
Initialization: 5.434000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.204000
Kernel 1: 0.023000
Kernel 2: 92.347000
Copyback: 0.371000
Sum: 0.032000
It 1,Best ac:0.004442 0.484848 fi:0.614370. Ave ac:0.009946,0.011309
Initialization: 5.488000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.297000
Kernel 1: 0.022000
Kernel 2: 93.102997
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.005275 0.500000 fi:0.598750. Ave ac:0.011795,0.014975
Initialization: 5.500000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.129000
Kernel 1: 0.023000
Kernel 2: 95.446999
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.004163 0.483871 fi:0.615502. Ave ac:0.011388,0.012627
Initialization: 5.476000
Memcpy Classifiers: 0.530000
Memcpy Instances: 7.124000
Kernel 1: 0.023000
Kernel 2: 92.353996
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.003886 0.666667 fi:0.432861. Ave ac:0.011413,0.012943
Initialization: 5.496000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.235000
Kernel 1: 0.021000
Kernel 2: 92.565002
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003053 0.611111 fi:0.488880. Ave ac:0.012276,0.012798
Initialization: 5.497000
Memcpy Classifiers: 0.473000
Memcpy Instances: 7.891000
Kernel 1: 0.021000
Kernel 2: 92.917000
Copyback: 0.018000
Sum: 0.032000
It 6,Best ac:0.003332 0.666667 fi:0.433167. Ave ac:0.013064,0.014183
Initialization: 5.647000
Memcpy Classifiers: 0.426000
Memcpy Instances: 7.635000
Kernel 1: 0.023000
Kernel 2: 86.791000
Copyback: 0.016000
Sum: 0.029000
It 7,Best ac:0.006663 0.558140 fi:0.539842. Ave ac:0.011568,0.012644
Initialization: 5.602000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.378000
Kernel 1: 0.023000
Kernel 2: 86.336998
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.003609 0.619048 fi:0.480634. Ave ac:0.012608,0.011557
Initialization: 5.493000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.685000
Kernel 1: 0.033000
Kernel 2: 84.439003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003054 0.647059 fi:0.452932. Ave ac:0.009264,0.009573
Iteration 10:MDL fitness activated
Error 0.452932 TL 0.019317
MDL Theory Length Weight: 7.8158513495 (6)
Initialization: 5.640000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.128000
Kernel 1: 0.024000
Kernel 2: 78.741997
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.007771 0.459016 fi:0.757738. Ave ac:0.009575,0.010223
Initialization: 5.475000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.306000
Kernel 1: 0.023000
Kernel 2: 77.169998
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.002220 0.888889 fi:0.630368. Ave ac:0.013695,0.014384
Initialization: 5.481000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.159000
Kernel 1: 0.023000
Kernel 2: 73.021004
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.003054 0.687500 fi:0.575768. Ave ac:0.015026,0.017226
Initialization: 5.903000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.433000
Kernel 1: 0.022000
Kernel 2: 69.024002
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.004166 0.517241 fi:0.702822. Ave ac:0.011828,0.014691
Initialization: 5.438000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.149000
Kernel 1: 0.023000
Kernel 2: 69.107002
Copyback: 0.019000
Sum: 0.022000
It 14,Best ac:0.005551 0.714286 fi:0.505026. Ave ac:0.017587,0.021386
Initialization: 5.539000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.172000
Kernel 1: 0.024000
Kernel 2: 66.086998
Copyback: 0.016000
Sum: 0.020000
It 15,Best ac:0.003610 0.541667 fi:0.649888. Ave ac:0.010721,0.017875
Initialization: 5.465000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.158000
Kernel 1: 0.023000
Kernel 2: 67.139000
Copyback: 0.017000
Sum: 0.021000
It 16,Best ac:0.012497 0.523256 fi:0.610713. Ave ac:0.017142,0.025354
Initialization: 5.982000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.174000
Kernel 1: 0.023000
Kernel 2: 67.827003
Copyback: 0.016000
Sum: 0.023000
It 17,Best ac:0.003610 0.722222 fi:0.462970. Ave ac:0.029112,0.031354
Initialization: 5.997000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.190000
Kernel 1: 0.022000
Kernel 2: 64.231003
Copyback: 0.017000
Sum: 0.020000
It 18,Best ac:0.003053 0.550000 fi:0.639127. Ave ac:0.021215,0.030615
Initialization: 6.006000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.232000
Kernel 1: 0.023000
Kernel 2: 65.861000
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.004441 0.727273 fi:0.532801. Ave ac:0.025126,0.029568
Initialization: 5.537000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.605000
Kernel 1: 0.023000
Kernel 2: 65.614998
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.008049 0.517857 fi:0.618595. Ave ac:0.018022,0.022378
Initialization: 5.505000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.177000
Kernel 1: 0.023000
Kernel 2: 64.974998
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.003055 0.611111 fi:0.590417. Ave ac:0.021696,0.028322
Initialization: 5.577000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.147000
Kernel 1: 0.023000
Kernel 2: 62.085999
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003886 0.636364 fi:0.547297. Ave ac:0.020168,0.028089
Initialization: 5.472000
Memcpy Classifiers: 0.169000
Memcpy Instances: 7.153000
Kernel 1: 0.024000
Kernel 2: 62.071999
Copyback: 0.017000
Sum: 0.019000
It 23,Best ac:0.003887 0.583333 fi:0.601291. Ave ac:0.017662,0.028612
Initialization: 5.577000
Memcpy Classifiers: 0.188000
Memcpy Instances: 7.122000
Kernel 1: 0.023000
Kernel 2: 62.383999
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.003331 0.705882 fi:0.468440. Ave ac:0.021629,0.031300
Initialization: 5.499000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.169000
Kernel 1: 0.023000
Kernel 2: 63.352001
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003609 0.812500 fi:0.383280. Ave ac:0.020493,0.034800
Initialization: 5.503000
Memcpy Classifiers: 0.188000
Memcpy Instances: 7.151000
Kernel 1: 0.023000
Kernel 2: 63.868999
Copyback: 0.018000
Sum: 0.022000
It 26,Best ac:0.007216 0.604651 fi:0.565656. Ave ac:0.017818,0.029407
Initialization: 5.478000
Memcpy Classifiers: 0.170000
Memcpy Instances: 7.203000
Kernel 1: 0.022000
Kernel 2: 62.859001
Copyback: 0.017000
Sum: 0.020000
It 27,Best ac:0.003331 0.631579 fi:0.571185. Ave ac:0.020154,0.036605
Initialization: 5.503000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.151000
Kernel 1: 0.023000
Kernel 2: 62.528000
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003886 0.777778 fi:0.389712. Ave ac:0.024170,0.041968
Initialization: 5.481000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.144000
Kernel 1: 0.025000
Kernel 2: 62.091000
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.003331 0.666667 fi:0.505378. Ave ac:0.020616,0.037116
Initialization: 5.553000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.120000
Kernel 1: 0.024000
Kernel 2: 63.430000
Copyback: 0.017000
Sum: 0.020000
It 30,Best ac:0.005554 0.740741 fi:0.450206. Ave ac:0.016244,0.032974
Initialization: 5.519000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.148000
Kernel 1: 0.024000
Kernel 2: 65.570000
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.003332 0.600000 fi:0.573169. Ave ac:0.011768,0.026262
Initialization: 5.482000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.136000
Kernel 1: 0.024000
Kernel 2: 62.104000
Copyback: 0.018000
Sum: 0.019000
It 32,Best ac:0.003887 0.636364 fi:0.618123. Ave ac:0.029793,0.045165
Initialization: 6.028000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.205000
Kernel 1: 0.024000
Kernel 2: 64.224998
Copyback: 0.017000
Sum: 0.019000
It 33,Best ac:0.004441 0.727273 fi:0.457046. Ave ac:0.025025,0.039380
Initialization: 30.656000
Memcpy Instances: 358.376007
Memcpy Classifiers: 0.053000
Kernel 1: 0.024000
Kernel 2: 557.325989
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 464.015015
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 555.432007
Copyback: 0.019000
Sum: 0.006000
Memcpy Classifiers: 0.052000
Kernel 1: 0.018000
Kernel 2: 472.059998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 533.612000
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 562.575012
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 537.013977
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 465.080994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.037000
Kernel 1: 0.014000
Kernel 2: 110.419998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003054 0.495495 fi:0.688628. Ave ac:0.020194,0.063812
Best acc 0.003054 0.495495
Initialization: 5.505000
Memcpy Classifiers: 0.542000
Memcpy Instances: 7.128000
Kernel 1: 0.025000
Kernel 2: 87.183998
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.004298 accuracy2:0.178999
Initialization: 5.580000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.166000
Kernel 1: 0.023000
Kernel 2: 91.383003
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.009994 0.480000 fi:0.616127. Ave ac:0.007924,0.010830
Initialization: 6.057000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.147000
Kernel 1: 0.022000
Kernel 2: 92.587997
Copyback: 0.016000
Sum: 0.028000
It 1,Best ac:0.003887 0.451613 fi:0.647911. Ave ac:0.010822,0.014449
Initialization: 5.644000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.144000
Kernel 1: 0.023000
Kernel 2: 96.338997
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.008049 0.508772 fi:0.588437. Ave ac:0.010799,0.012134
Initialization: 5.488000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.195000
Kernel 1: 0.022000
Kernel 2: 95.599998
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.004720 0.586207 fi:0.512857. Ave ac:0.011185,0.011196
Initialization: 5.505000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.168000
Kernel 1: 0.024000
Kernel 2: 93.666000
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.004721 0.607143 fi:0.491917. Ave ac:0.011234,0.012455
Initialization: 5.613000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.125000
Kernel 1: 0.023000
Kernel 2: 92.570000
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.004164 0.600000 fi:0.499373. Ave ac:0.010333,0.011538
Initialization: 6.104000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.948000
Kernel 1: 0.023000
Kernel 2: 92.785004
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.005276 0.593750 fi:0.505000. Ave ac:0.009638,0.011117
Initialization: 5.758000
Memcpy Classifiers: 0.798000
Memcpy Instances: 7.428000
Kernel 1: 0.024000
Kernel 2: 94.406998
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.004442 0.695652 fi:0.403562. Ave ac:0.009932,0.012029
Initialization: 5.997000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.164000
Kernel 1: 0.024000
Kernel 2: 95.390999
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.004718 0.629630 fi:0.469434. Ave ac:0.006520,0.007316
Initialization: 5.473000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.259000
Kernel 1: 0.021000
Kernel 2: 94.789001
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.003054 0.647059 fi:0.452929. Ave ac:0.006127,0.005191
Iteration 10:MDL fitness activated
Error 0.452929 TL 0.040642
MDL Theory Length Weight: 3.7148352267 (3)
Initialization: 5.651000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.128000
Kernel 1: 0.024000
Kernel 2: 95.699997
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.003609 0.812500 fi:0.431944. Ave ac:0.006089,0.006162
Initialization: 5.463000
Memcpy Classifiers: 0.465000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 92.544998
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.003053 0.733333 fi:0.500131. Ave ac:0.006763,0.007781
Initialization: 5.493000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.614000
Kernel 1: 0.022000
Kernel 2: 91.742996
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.005273 0.612903 fi:0.591219. Ave ac:0.006010,0.006173
Initialization: 5.484000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.139000
Kernel 1: 0.023000
Kernel 2: 84.877998
Copyback: 0.016000
Sum: 0.033000
It 13,Best ac:0.003331 0.631579 fi:0.536609. Ave ac:0.008268,0.009409
Initialization: 5.527000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.164000
Kernel 1: 0.024000
Kernel 2: 80.584000
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.003054 0.785714 fi:0.426000. Ave ac:0.009433,0.011678
Initialization: 5.569000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.145000
Kernel 1: 0.024000
Kernel 2: 78.537003
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.004441 0.592593 fi:0.556895. Ave ac:0.009346,0.012327
Initialization: 5.373000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.172000
Kernel 1: 0.023000
Kernel 2: 77.667000
Copyback: 0.017000
Sum: 0.026000
It 16,Best ac:0.003610 0.764706 fi:0.437884. Ave ac:0.008244,0.008366
Initialization: 5.520000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.137000
Kernel 1: 0.024000
Kernel 2: 71.543999
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003331 0.750000 fi:0.466089. Ave ac:0.009280,0.011792
Initialization: 5.498000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.133000
Kernel 1: 0.023000
Kernel 2: 75.211998
Copyback: 0.022000
Sum: 0.027000
It 18,Best ac:0.003887 0.875000 fi:0.322248. Ave ac:0.009775,0.011694
Initialization: 5.484000
Memcpy Classifiers: 0.367000
Memcpy Instances: 7.156000
Kernel 1: 0.023000
Kernel 2: 74.755997
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.004999 0.750000 fi:0.423810. Ave ac:0.008837,0.010419
Initialization: 5.572000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.248000
Kernel 1: 0.022000
Kernel 2: 73.561996
Copyback: 0.016000
Sum: 0.026000
It 20,Best ac:0.004442 0.615385 fi:0.536726. Ave ac:0.009298,0.013616
Initialization: 5.531000
Memcpy Classifiers: 0.356000
Memcpy Instances: 7.235000
Kernel 1: 0.022000
Kernel 2: 73.339996
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.009159 0.532258 fi:0.594672. Ave ac:0.007530,0.012191
Initialization: 5.555000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.333000
Kernel 1: 0.022000
Kernel 2: 71.612999
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003053 0.687500 fi:0.453098. Ave ac:0.009594,0.011481
Initialization: 5.512000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.630000
Kernel 1: 0.023000
Kernel 2: 67.999001
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.003608 0.722222 fi:0.430083. Ave ac:0.010646,0.014347
Initialization: 5.496000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.235000
Kernel 1: 0.021000
Kernel 2: 67.336998
Copyback: 0.018000
Sum: 0.025000
It 24,Best ac:0.004163 0.576923 fi:0.579151. Ave ac:0.009195,0.013106
Initialization: 5.496000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.143000
Kernel 1: 0.022000
Kernel 2: 66.149002
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.005830 0.700000 fi:0.452810. Ave ac:0.010765,0.013545
Initialization: 5.547000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.177000
Kernel 1: 0.024000
Kernel 2: 63.956001
Copyback: 0.016000
Sum: 0.021000
It 26,Best ac:0.003331 0.666667 fi:0.536078. Ave ac:0.009180,0.012124
Initialization: 5.502000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.156000
Kernel 1: 0.024000
Kernel 2: 67.535004
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.003053 0.687500 fi:0.485193. Ave ac:0.011798,0.017930
MDL Theory Length Weight: 3.3433517041 (10)
Initialization: 5.526000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.138000
Kernel 1: 0.022000
Kernel 2: 64.301003
Copyback: 0.019000
Sum: 0.023000
It 28,Best ac:0.003054 0.785714 fi:0.365029. Ave ac:0.011832,0.012585
Initialization: 5.499000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.121000
Kernel 1: 0.023000
Kernel 2: 65.928001
Copyback: 0.017000
Sum: 0.022000
It 29,Best ac:0.001944 1.000000 fi:0.500606. Ave ac:0.008846,0.014697
Initialization: 5.553000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.010000
Kernel 1: 0.022000
Kernel 2: 64.584999
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.003054 0.733333 fi:0.443967. Ave ac:0.010516,0.016615
Initialization: 5.493000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.632000
Kernel 1: 0.023000
Kernel 2: 65.791000
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.004720 0.850000 fi:0.317286. Ave ac:0.011898,0.019628
Initialization: 5.522000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.161000
Kernel 1: 0.023000
Kernel 2: 65.359001
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.004164 0.652174 fi:0.494249. Ave ac:0.011897,0.019571
Initialization: 5.946000
Memcpy Classifiers: 0.311000
Memcpy Instances: 7.175000
Kernel 1: 0.022000
Kernel 2: 63.949001
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.003053 0.687500 fi:0.459541. Ave ac:0.012631,0.020208
Initialization: 30.202000
Memcpy Instances: 359.625000
Memcpy Classifiers: 0.068000
Kernel 1: 0.024000
Kernel 2: 528.940979
Copyback: 0.369000
Sum: 0.017000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 541.687988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 518.749023
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 443.290985
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 552.591003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 453.833008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 539.546997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 541.703979
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.043000
Kernel 1: 0.014000
Kernel 2: 109.670998
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004198 0.472795 fi:0.677589. Ave ac:0.013939,0.045218
Best acc 0.004198 0.472795
Initialization: 5.507000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.180000
Kernel 1: 0.022000
Kernel 2: 90.720001
Copyback: 0.018000
Sum: 0.044000
Initial population average accuracy1:0.005160 accuracy2:0.188451
Initialization: 5.552000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.137000
Kernel 1: 0.024000
Kernel 2: 92.944000
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.003055 0.478261 fi:0.621727. Ave ac:0.008548,0.012286
Initialization: 5.460000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.137000
Kernel 1: 0.024000
Kernel 2: 94.248001
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.003609 0.619048 fi:0.480631. Ave ac:0.009983,0.011512
Initialization: 5.460000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.239000
Kernel 1: 0.023000
Kernel 2: 95.028999
Copyback: 0.016000
Sum: 0.029000
It 2,Best ac:0.004164 0.500000 fi:0.599369. Ave ac:0.009459,0.010626
Initialization: 5.563000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.142000
Kernel 1: 0.024000
Kernel 2: 93.343002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.004163 0.535714 fi:0.563658. Ave ac:0.008971,0.009752
Initialization: 5.516000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.132000
Kernel 1: 0.024000
Kernel 2: 90.830002
Copyback: 0.017000
Sum: 0.026000
It 4,Best ac:0.003886 0.636364 fi:0.463164. Ave ac:0.010225,0.010345
Initialization: 5.456000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.271000
Kernel 1: 0.022000
Kernel 2: 89.619003
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.002220 0.888889 fi:0.453022. Ave ac:0.008741,0.009349
Initialization: 5.487000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.137000
Kernel 1: 0.024000
Kernel 2: 88.348000
Copyback: 0.018000
Sum: 0.029000
It 6,Best ac:0.003610 0.619048 fi:0.480631. Ave ac:0.008560,0.008511
Initialization: 6.695000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.313000
Kernel 1: 0.022000
Kernel 2: 88.499001
Copyback: 0.016000
Sum: 0.031000
It 7,Best ac:0.003054 0.611111 fi:0.488880. Ave ac:0.008596,0.009596
Initialization: 5.485000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.177000
Kernel 1: 0.023000
Kernel 2: 88.625999
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.003332 0.631579 fi:0.468255. Ave ac:0.007414,0.007367
Initialization: 5.538000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.227000
Kernel 1: 0.023000
Kernel 2: 87.712997
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.003054 0.785714 fi:0.314274. Ave ac:0.007250,0.007058
Iteration 10:MDL fitness activated
Error 0.314274 TL 0.035129
MDL Theory Length Weight: 2.9821004768 (1)
Initialization: 5.493000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.128000
Kernel 1: 0.024000
Kernel 2: 89.153999
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.002776 0.714286 fi:0.549756. Ave ac:0.005743,0.005078
Initialization: 5.434000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.137000
Kernel 1: 0.023000
Kernel 2: 88.566002
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.010547 0.575758 fi:0.599202. Ave ac:0.006143,0.006314
Initialization: 5.542000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.137000
Kernel 1: 0.023000
Kernel 2: 87.237000
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.003054 0.733333 fi:0.454688. Ave ac:0.007629,0.006819
Initialization: 5.548000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.147000
Kernel 1: 0.023000
Kernel 2: 86.227997
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.003331 0.857143 fi:0.327124. Ave ac:0.007497,0.007971
Initialization: 5.523000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.136000
Kernel 1: 0.023000
Kernel 2: 85.523003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.003332 0.800000 fi:0.414821. Ave ac:0.007506,0.007473
Initialization: 5.488000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.250000
Kernel 1: 0.022000
Kernel 2: 83.676003
Copyback: 0.373000
Sum: 0.027000
It 15,Best ac:0.003331 0.750000 fi:0.410964. Ave ac:0.007759,0.007348
Initialization: 6.058000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.152000
Kernel 1: 0.023000
Kernel 2: 84.015999
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003053 0.647059 fi:0.531133. Ave ac:0.008495,0.008898
Initialization: 5.618000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.123000
Kernel 1: 0.023000
Kernel 2: 86.248001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.008053 0.604167 fi:0.582889. Ave ac:0.007612,0.008066
Initialization: 5.661000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 87.044998
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.003054 0.687500 fi:0.464436. Ave ac:0.009239,0.008488
Initialization: 5.477000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.160000
Kernel 1: 0.024000
Kernel 2: 80.995003
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004163 0.652174 fi:0.517433. Ave ac:0.009180,0.010506
Initialization: 5.474000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.129000
Kernel 1: 0.024000
Kernel 2: 81.636002
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.003608 0.684211 fi:0.470384. Ave ac:0.008604,0.009464
Initialization: 6.042000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.152000
Kernel 1: 0.023000
Kernel 2: 80.601997
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.003054 0.733333 fi:0.432794. Ave ac:0.008970,0.010072
Initialization: 5.530000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.347000
Kernel 1: 0.023000
Kernel 2: 81.141998
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004443 0.640000 fi:0.552573. Ave ac:0.007455,0.008748
MDL Theory Length Weight: 2.6838904292 (10)
Initialization: 5.473000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.126000
Kernel 1: 0.024000
Kernel 2: 82.379997
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.003888 0.736842 fi:0.431872. Ave ac:0.009180,0.009872
Initialization: 6.031000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.216000
Kernel 1: 0.023000
Kernel 2: 78.333000
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.004997 0.620690 fi:0.540942. Ave ac:0.009477,0.011953
Initialization: 5.486000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.170000
Kernel 1: 0.023000
Kernel 2: 78.888000
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.003332 0.857143 fi:0.321145. Ave ac:0.008840,0.010789
Initialization: 5.503000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.122000
Kernel 1: 0.024000
Kernel 2: 79.669998
Copyback: 0.018000
Sum: 0.027000
It 26,Best ac:0.003332 0.666667 fi:0.490582. Ave ac:0.011515,0.015274
Initialization: 5.557000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.208000
Kernel 1: 0.022000
Kernel 2: 77.426003
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.006106 0.611111 fi:0.538829. Ave ac:0.009001,0.010737
Initialization: 5.496000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.584000
Kernel 1: 0.022000
Kernel 2: 79.289001
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.003610 0.722222 fi:0.454243. Ave ac:0.011012,0.012791
Initialization: 5.638000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.158000
Kernel 1: 0.023000
Kernel 2: 76.929001
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.003053 0.733333 fi:0.434455. Ave ac:0.007935,0.007410
Initialization: 5.525000
Memcpy Classifiers: 0.385000
Memcpy Instances: 7.190000
Kernel 1: 0.023000
Kernel 2: 80.372002
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.003608 0.764706 fi:0.440421. Ave ac:0.007947,0.009542
Initialization: 5.468000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.662000
Kernel 1: 0.022000
Kernel 2: 80.655998
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.003331 0.750000 fi:0.433101. Ave ac:0.007364,0.006508
Initialization: 5.468000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.629000
Kernel 1: 0.023000
Kernel 2: 78.956001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.003331 0.750000 fi:0.432241. Ave ac:0.006311,0.006329
Initialization: 5.536000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.127000
Kernel 1: 0.024000
Kernel 2: 79.766998
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.005552 0.645161 fi:0.516619. Ave ac:0.006692,0.006391
Initialization: 29.709999
Memcpy Instances: 356.786011
Memcpy Classifiers: 0.075000
Kernel 1: 0.023000
Kernel 2: 644.815979
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 641.312012
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 640.039001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 640.663025
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 637.807007
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 646.008972
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 636.495972
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 625.768005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.042000
Kernel 1: 0.014000
Kernel 2: 116.958000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003776 0.530421 fi:0.651571. Ave ac:0.007297,0.019819
Best acc 0.003776 0.530421
Rule:Att PSSM_-4_11 is [-5.346491,-0.536859]|Att PSSM_-3_2 is [-4.032675,2.735278]|Att PSSM_-3_3 is [<7.625348]|Att PSSM_-3_7 is [<0.645363]|Att PSSM_-2_7 is [<-1.487928]|Att PSSM_-1_12 is [-6.104074,-0.593465]|Att PSSM_0_4 is [<-2.378900]|Att PSSM_0_6 is [<-2.090773]|Att PSSM_1_15 is [<1.497076]|Att PSSM_3_15 is [<6.641487]|Att PSSM_4_2 is [-5.988126,1.184897]|1
Accuracy : 0.788389
0	1	
146626	17454	
32198	38360	
Removed 1282 instances. 178824 Instances left. Acc of rule 0.003776-0.530421
Initialization: 5.454000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.075000
Kernel 1: 0.024000
Kernel 2: 88.783997
Copyback: 0.018000
Sum: 0.041000
Initial population average accuracy1:0.004598 accuracy2:0.171850
Initialization: 5.514000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.120000
Kernel 1: 0.022000
Kernel 2: 94.128998
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.006152 0.385965 fi:0.712252. Ave ac:0.008790,0.010563
Initialization: 5.435000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.154000
Kernel 1: 0.024000
Kernel 2: 99.518997
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.010064 0.455696 fi:0.640310. Ave ac:0.010062,0.011101
Initialization: 5.502000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.578000
Kernel 1: 0.022000
Kernel 2: 97.183998
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003075 0.407407 fi:0.692546. Ave ac:0.010823,0.013133
Initialization: 5.509000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.546000
Kernel 1: 0.023000
Kernel 2: 97.476997
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.005591 0.526316 fi:0.572217. Ave ac:0.008996,0.009831
Initialization: 5.490000
Memcpy Classifiers: 0.476000
Memcpy Instances: 7.121000
Kernel 1: 0.023000
Kernel 2: 98.967003
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.005312 0.463415 fi:0.635276. Ave ac:0.008453,0.009405
Initialization: 5.550000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.094000
Kernel 1: 0.023000
Kernel 2: 98.081001
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.003914 0.608696 fi:0.490785. Ave ac:0.008145,0.008145
Initialization: 5.550000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.175000
Kernel 1: 0.023000
Kernel 2: 98.000999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.005313 0.558824 fi:0.539867. Ave ac:0.007053,0.006597
Initialization: 5.470000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.581000
Kernel 1: 0.022000
Kernel 2: 99.286003
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.004193 0.625000 fi:0.474322. Ave ac:0.008304,0.009037
Initialization: 5.510000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.150000
Kernel 1: 0.024000
Kernel 2: 99.746002
Copyback: 0.023000
Sum: 0.035000
It 8,Best ac:0.003356 0.705882 fi:0.393914. Ave ac:0.006747,0.006308
Initialization: 5.459000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.111000
Kernel 1: 0.023000
Kernel 2: 97.910004
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003075 0.523810 fi:0.576144. Ave ac:0.006455,0.007934
Iteration 10:MDL fitness activated
Error 0.576144 TL 0.045559
MDL Theory Length Weight: 4.2153761841 (2)
Initialization: 5.968000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.306000
Kernel 1: 0.023000
Kernel 2: 96.337997
Copyback: 0.016000
Sum: 0.030000
It 10,Best ac:0.003635 0.650000 fi:0.611587. Ave ac:0.006833,0.006879
Initialization: 5.940000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.121000
Kernel 1: 0.023000
Kernel 2: 91.001999
Copyback: 0.018000
Sum: 0.033000
It 11,Best ac:0.003914 0.777778 fi:0.446627. Ave ac:0.008257,0.011739
Initialization: 5.453000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.071000
Kernel 1: 0.024000
Kernel 2: 86.393997
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.003634 0.590909 fi:0.651504. Ave ac:0.006583,0.006523
Initialization: 5.566000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.073000
Kernel 1: 0.023000
Kernel 2: 82.727997
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.003075 0.647059 fi:0.558836. Ave ac:0.008071,0.010351
Initialization: 5.443000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.094000
Kernel 1: 0.023000
Kernel 2: 82.595001
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.006152 0.709677 fi:0.504468. Ave ac:0.009459,0.011338
Initialization: 5.443000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.076000
Kernel 1: 0.024000
Kernel 2: 85.884003
Copyback: 0.016000
Sum: 0.027000
It 15,Best ac:0.003914 0.700000 fi:0.552565. Ave ac:0.006866,0.008069
Initialization: 5.432000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.122000
Kernel 1: 0.023000
Kernel 2: 85.184998
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.003356 0.631579 fi:0.529868. Ave ac:0.007748,0.010825
Initialization: 5.718000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.097000
Kernel 1: 0.023000
Kernel 2: 81.914001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.003357 0.571429 fi:0.590016. Ave ac:0.008937,0.013417
Initialization: 5.764000
Memcpy Classifiers: 0.325000
Memcpy Instances: 7.654000
Kernel 1: 0.023000
Kernel 2: 76.947998
Copyback: 0.016000
Sum: 0.031000
It 18,Best ac:0.007550 0.586957 fi:0.621656. Ave ac:0.009756,0.013809
Initialization: 5.975000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.395000
Kernel 1: 0.022000
Kernel 2: 76.338997
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.003914 0.583333 fi:0.594551. Ave ac:0.009555,0.013123
Initialization: 5.565000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.092000
Kernel 1: 0.023000
Kernel 2: 72.626999
Copyback: 0.016000
Sum: 0.025000
It 20,Best ac:0.005871 0.617647 fi:0.535804. Ave ac:0.012341,0.018552
MDL Theory Length Weight: 3.7938385657 (10)
Initialization: 5.546000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.074000
Kernel 1: 0.023000
Kernel 2: 71.137001
Copyback: 0.017000
Sum: 0.021000
It 21,Best ac:0.003076 0.733333 fi:0.512374. Ave ac:0.010639,0.017798
Initialization: 5.444000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.072000
Kernel 1: 0.023000
Kernel 2: 70.788002
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.003076 0.687500 fi:0.506133. Ave ac:0.011461,0.020246
Initialization: 5.504000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.077000
Kernel 1: 0.022000
Kernel 2: 70.800003
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004193 0.535714 fi:0.608632. Ave ac:0.011440,0.018166
Initialization: 5.559000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.081000
Kernel 1: 0.023000
Kernel 2: 68.412003
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.003076 0.733333 fi:0.482625. Ave ac:0.016107,0.027415
Initialization: 5.529000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.215000
Kernel 1: 0.022000
Kernel 2: 68.139999
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.004754 0.653846 fi:0.531211. Ave ac:0.012056,0.020784
Initialization: 5.478000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.112000
Kernel 1: 0.022000
Kernel 2: 66.258003
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.008389 0.508475 fi:0.634883. Ave ac:0.011937,0.022181
Initialization: 5.980000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.100000
Kernel 1: 0.022000
Kernel 2: 66.828003
Copyback: 0.016000
Sum: 0.023000
It 27,Best ac:0.003356 0.750000 fi:0.405849. Ave ac:0.015576,0.027709
Initialization: 6.353000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.136000
Kernel 1: 0.024000
Kernel 2: 63.511002
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.003355 0.631579 fi:0.524247. Ave ac:0.010840,0.016889
Initialization: 5.511000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.584000
Kernel 1: 0.023000
Kernel 2: 60.523998
Copyback: 0.016000
Sum: 0.034000
It 29,Best ac:0.003356 0.750000 fi:0.483201. Ave ac:0.011697,0.023388
Initialization: 5.486000
Memcpy Classifiers: 0.391000
Memcpy Instances: 7.303000
Kernel 1: 0.023000
Kernel 2: 61.648998
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.003356 0.521739 fi:0.631960. Ave ac:0.011707,0.022471
Initialization: 5.514000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.098000
Kernel 1: 0.023000
Kernel 2: 62.391998
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.007548 0.600000 fi:0.569362. Ave ac:0.015491,0.025617
Initialization: 5.549000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.083000
Kernel 1: 0.023000
Kernel 2: 61.754002
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.003635 0.866667 fi:0.289839. Ave ac:0.016941,0.030726
Initialization: 5.442000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 61.312000
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.002796 0.769231 fi:0.415656. Ave ac:0.014171,0.028616
Initialization: 30.135000
Memcpy Instances: 355.765015
Memcpy Classifiers: 0.094000
Kernel 1: 0.024000
Kernel 2: 538.132019
Copyback: 0.368000
Sum: 0.015000
Memcpy Classifiers: 0.093000
Kernel 1: 0.014000
Kernel 2: 542.215027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 530.252014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 527.937012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.013000
Kernel 2: 539.323975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.014000
Kernel 2: 539.260010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 540.257996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.099000
Kernel 1: 0.013000
Kernel 2: 424.428009
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.051973 0.395860 fi:0.718221. Ave ac:0.012527,0.039107
Best acc 0.051973 0.395860
Initialization: 6.027000
Memcpy Classifiers: 0.596000
Memcpy Instances: 7.159000
Kernel 1: 0.023000
Kernel 2: 89.440002
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005243 accuracy2:0.171025
Initialization: 5.716000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.119000
Kernel 1: 0.023000
Kernel 2: 96.056999
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.005032 0.391304 fi:0.707544. Ave ac:0.009403,0.011977
Initialization: 5.483000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.088000
Kernel 1: 0.023000
Kernel 2: 98.253998
Copyback: 0.025000
Sum: 0.037000
It 1,Best ac:0.003076 0.478261 fi:0.621693. Ave ac:0.010345,0.011962
Initialization: 5.962000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.440000
Kernel 1: 0.022000
Kernel 2: 92.779999
Copyback: 0.017000
Sum: 0.027000
It 2,Best ac:0.005312 0.542857 fi:0.555834. Ave ac:0.009562,0.011678
Initialization: 5.472000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.108000
Kernel 1: 0.023000
Kernel 2: 89.896004
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.003915 0.583333 fi:0.516147. Ave ac:0.009774,0.012553
Initialization: 5.415000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.128000
Kernel 1: 0.024000
Kernel 2: 88.108002
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.001957 1.000000 fi:0.411654. Ave ac:0.009687,0.013035
Initialization: 5.811000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.350000
Kernel 1: 0.023000
Kernel 2: 86.890999
Copyback: 0.016000
Sum: 0.027000
It 5,Best ac:0.003635 0.590909 fi:0.508729. Ave ac:0.008141,0.010547
Initialization: 5.470000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.604000
Kernel 1: 0.023000
Kernel 2: 89.112000
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.003355 0.666667 fi:0.433129. Ave ac:0.007453,0.009831
Initialization: 5.562000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.071000
Kernel 1: 0.023000
Kernel 2: 89.319000
Copyback: 0.016000
Sum: 0.028000
It 7,Best ac:0.003075 0.733333 fi:0.366621. Ave ac:0.008665,0.010347
Initialization: 5.488000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.095000
Kernel 1: 0.023000
Kernel 2: 90.438004
Copyback: 0.017000
Sum: 0.038000
It 8,Best ac:0.004753 0.586207 fi:0.512800. Ave ac:0.007405,0.007244
Initialization: 5.455000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.107000
Kernel 1: 0.024000
Kernel 2: 89.967003
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.005591 0.571429 fi:0.527104. Ave ac:0.006851,0.007122
Iteration 10:MDL fitness activated
Error 0.527104 TL 0.029975
MDL Theory Length Weight: 5.8616115872 (3)
Initialization: 5.451000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.082000
Kernel 1: 0.023000
Kernel 2: 91.737000
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.003916 0.700000 fi:0.571664. Ave ac:0.009606,0.010784
Initialization: 5.399000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.143000
Kernel 1: 0.023000
Kernel 2: 86.396004
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.003076 0.733333 fi:0.486168. Ave ac:0.007724,0.008980
Initialization: 5.467000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.628000
Kernel 1: 0.023000
Kernel 2: 82.862000
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.002516 0.900000 fi:0.521627. Ave ac:0.009586,0.013163
Initialization: 5.592000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.081000
Kernel 1: 0.024000
Kernel 2: 83.939003
Copyback: 0.016000
Sum: 0.029000
It 13,Best ac:0.004474 0.571429 fi:0.670691. Ave ac:0.008313,0.010936
Initialization: 5.468000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.107000
Kernel 1: 0.023000
Kernel 2: 80.176003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.003355 0.545455 fi:0.646489. Ave ac:0.010274,0.013406
Initialization: 5.468000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.112000
Kernel 1: 0.023000
Kernel 2: 78.413002
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.005872 0.600000 fi:0.590539. Ave ac:0.012859,0.015634
Initialization: 5.400000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.114000
Kernel 1: 0.023000
Kernel 2: 75.816002
Copyback: 0.370000
Sum: 0.028000
It 16,Best ac:0.008669 0.645833 fi:0.525723. Ave ac:0.015598,0.018155
Initialization: 5.476000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.077000
Kernel 1: 0.023000
Kernel 2: 74.453003
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.003914 0.875000 fi:0.362676. Ave ac:0.013595,0.017282
Initialization: 5.473000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.092000
Kernel 1: 0.024000
Kernel 2: 71.625999
Copyback: 0.016000
Sum: 0.021000
It 18,Best ac:0.010347 0.521127 fi:0.657043. Ave ac:0.012338,0.020517
Initialization: 5.463000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.077000
Kernel 1: 0.023000
Kernel 2: 71.015999
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.003355 0.631579 fi:0.520127. Ave ac:0.013810,0.018232
Initialization: 5.519000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.100000
Kernel 1: 0.023000
Kernel 2: 72.942001
Copyback: 0.016000
Sum: 0.021000
It 20,Best ac:0.003634 0.650000 fi:0.564424. Ave ac:0.013263,0.020462
Initialization: 5.457000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.095000
Kernel 1: 0.023000
Kernel 2: 72.602997
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.004195 0.600000 fi:0.569189. Ave ac:0.013988,0.023033
Initialization: 5.439000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.105000
Kernel 1: 0.024000
Kernel 2: 74.856003
Copyback: 0.018000
Sum: 0.024000
It 22,Best ac:0.005032 0.782609 fi:0.421078. Ave ac:0.014417,0.021403
Initialization: 5.340000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.081000
Kernel 1: 0.024000
Kernel 2: 72.606003
Copyback: 0.018000
Sum: 0.022000
It 23,Best ac:0.003076 0.687500 fi:0.539257. Ave ac:0.014500,0.018454
Initialization: 5.498000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.443000
Kernel 1: 0.023000
Kernel 2: 71.632004
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.003355 0.571429 fi:0.612512. Ave ac:0.015174,0.019847
Initialization: 5.490000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.076000
Kernel 1: 0.024000
Kernel 2: 71.210999
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003635 0.812500 fi:0.324538. Ave ac:0.013289,0.015212
Initialization: 5.442000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.084000
Kernel 1: 0.023000
Kernel 2: 71.441002
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.005313 0.760000 fi:0.434079. Ave ac:0.013216,0.016505
Initialization: 5.417000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.113000
Kernel 1: 0.023000
Kernel 2: 72.613998
Copyback: 0.020000
Sum: 0.025000
It 27,Best ac:0.006430 0.605263 fi:0.597634. Ave ac:0.012402,0.016393
Initialization: 5.438000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.147000
Kernel 1: 0.023000
Kernel 2: 68.587997
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.010067 0.553846 fi:0.598322. Ave ac:0.015286,0.020607
Initialization: 5.491000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.085000
Kernel 1: 0.023000
Kernel 2: 71.678001
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.004473 0.800000 fi:0.374873. Ave ac:0.014897,0.017619
Initialization: 5.463000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.098000
Kernel 1: 0.023000
Kernel 2: 71.427002
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.004193 0.681818 fi:0.532098. Ave ac:0.008476,0.011646
Initialization: 5.471000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.139000
Kernel 1: 0.023000
Kernel 2: 71.367996
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.004195 0.714286 fi:0.454036. Ave ac:0.013457,0.018254
Initialization: 5.411000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.104000
Kernel 1: 0.023000
Kernel 2: 70.751999
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003075 0.733333 fi:0.483496. Ave ac:0.012045,0.015748
Initialization: 5.484000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.069000
Kernel 1: 0.023000
Kernel 2: 70.264000
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.002796 0.833333 fi:0.398210. Ave ac:0.010249,0.012676
Initialization: 30.007999
Memcpy Instances: 353.595001
Memcpy Classifiers: 0.070000
Kernel 1: 0.023000
Kernel 2: 614.369019
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.064000
Kernel 1: 0.016000
Kernel 2: 597.830994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 600.088989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 592.815979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 582.395020
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 595.841003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 570.937988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 482.868011
Copyback: 0.015000
Sum: 0.003000
It 34,Best ac:0.003456 0.453079 fi:0.730805. Ave ac:0.014949,0.043109
Best acc 0.003456 0.453079
Initialization: 5.630000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.077000
Kernel 1: 0.025000
Kernel 2: 88.748001
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.004829 accuracy2:0.181629
Initialization: 5.511000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 96.924004
Copyback: 0.018000
Sum: 0.035000
It 0,Best ac:0.004473 0.432432 fi:0.666732. Ave ac:0.009098,0.011808
Initialization: 6.013000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.156000
Kernel 1: 0.023000
Kernel 2: 94.433998
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004195 0.517241 fi:0.582081. Ave ac:0.011126,0.011924
Initialization: 5.463000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.102000
Kernel 1: 0.024000
Kernel 2: 94.514999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.005871 0.477273 fi:0.621102. Ave ac:0.009882,0.010053
Initialization: 5.421000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.110000
Kernel 1: 0.023000
Kernel 2: 93.013000
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.005591 0.571429 fi:0.527104. Ave ac:0.008827,0.009336
Initialization: 6.876000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.412000
Kernel 1: 0.023000
Kernel 2: 91.361000
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.003076 0.611111 fi:0.488843. Ave ac:0.009702,0.011151
Initialization: 5.507000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.186000
Kernel 1: 0.023000
Kernel 2: 89.936996
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.002796 0.666667 fi:0.492839. Ave ac:0.007823,0.007649
Initialization: 5.478000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.105000
Kernel 1: 0.023000
Kernel 2: 92.430000
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.005593 0.571429 fi:0.527104. Ave ac:0.008292,0.007458
Initialization: 5.517000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.073000
Kernel 1: 0.023000
Kernel 2: 95.658997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.005312 0.655172 fi:0.443518. Ave ac:0.006914,0.006624
Initialization: 5.497000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.067000
Kernel 1: 0.023000
Kernel 2: 91.967003
Copyback: 0.018000
Sum: 0.027000
It 8,Best ac:0.008110 0.527273 fi:0.569839. Ave ac:0.007298,0.007511
Initialization: 5.484000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.068000
Kernel 1: 0.022000
Kernel 2: 92.889999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.002237 1.000000 fi:0.326559. Ave ac:0.008116,0.007104
Iteration 10:MDL fitness activated
Error 0.326559 TL 0.047483
MDL Theory Length Weight: 2.2924555138 (1)
Initialization: 5.485000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.570000
Kernel 1: 0.022000
Kernel 2: 96.987999
Copyback: 0.019000
Sum: 0.032000
It 10,Best ac:0.003075 0.647059 fi:0.525348. Ave ac:0.006569,0.006581
Initialization: 5.466000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.076000
Kernel 1: 0.023000
Kernel 2: 94.447998
Copyback: 0.018000
Sum: 0.031000
It 11,Best ac:0.007271 0.604651 fi:0.549032. Ave ac:0.007467,0.005855
Initialization: 5.462000
Memcpy Classifiers: 0.456000
Memcpy Instances: 7.114000
Kernel 1: 0.024000
Kernel 2: 90.583000
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.002796 0.714286 fi:0.511072. Ave ac:0.007256,0.008885
Initialization: 5.466000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.071000
Kernel 1: 0.023000
Kernel 2: 88.536003
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.007271 0.530612 fi:0.620415. Ave ac:0.006137,0.007108
Initialization: 5.448000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.078000
Kernel 1: 0.024000
Kernel 2: 88.333000
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.005872 0.636364 fi:0.527243. Ave ac:0.010030,0.011472
Initialization: 5.445000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.548000
Kernel 1: 0.022000
Kernel 2: 88.103996
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.003075 0.687500 fi:0.471032. Ave ac:0.009553,0.010075
Initialization: 5.518000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.078000
Kernel 1: 0.023000
Kernel 2: 86.754997
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.004474 0.533333 fi:0.614687. Ave ac:0.005994,0.007297
Initialization: 5.449000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.077000
Kernel 1: 0.023000
Kernel 2: 84.693001
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.003356 0.631579 fi:0.529732. Ave ac:0.008937,0.009116
Initialization: 5.493000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.099000
Kernel 1: 0.023000
Kernel 2: 86.834999
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.003355 0.666667 fi:0.509787. Ave ac:0.008985,0.008015
Initialization: 5.516000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.096000
Kernel 1: 0.023000
Kernel 2: 85.082001
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.003075 0.687500 fi:0.493709. Ave ac:0.007216,0.006957
Initialization: 5.555000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.088000
Kernel 1: 0.024000
Kernel 2: 84.438004
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.003914 0.933333 fi:0.243105. Ave ac:0.009028,0.008401
Initialization: 5.497000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.095000
Kernel 1: 0.023000
Kernel 2: 84.865997
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.002796 0.769231 fi:0.477242. Ave ac:0.005742,0.005009
Initialization: 5.462000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.865000
Kernel 1: 0.023000
Kernel 2: 84.679001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.002796 0.769231 fi:0.456041. Ave ac:0.007016,0.006530
Initialization: 5.451000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.072000
Kernel 1: 0.024000
Kernel 2: 80.611000
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.005591 0.606061 fi:0.530733. Ave ac:0.007073,0.008600
Initialization: 5.544000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.067000
Kernel 1: 0.024000
Kernel 2: 81.876999
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.004473 0.695652 fi:0.450869. Ave ac:0.007573,0.007482
Initialization: 5.462000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.182000
Kernel 1: 0.023000
Kernel 2: 78.039001
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.004474 0.551724 fi:0.595634. Ave ac:0.007365,0.007601
Initialization: 5.448000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.109000
Kernel 1: 0.023000
Kernel 2: 80.274002
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.006150 0.687500 fi:0.470137. Ave ac:0.009060,0.010033
Initialization: 5.531000
Memcpy Classifiers: 0.356000
Memcpy Instances: 7.087000
Kernel 1: 0.023000
Kernel 2: 76.865997
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.003355 0.800000 fi:0.343573. Ave ac:0.006888,0.007816
Initialization: 5.464000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.105000
Kernel 1: 0.023000
Kernel 2: 77.959999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.003075 0.687500 fi:0.462438. Ave ac:0.007564,0.007686
Initialization: 5.500000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.197000
Kernel 1: 0.023000
Kernel 2: 74.766998
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.003356 0.631579 fi:0.517897. Ave ac:0.007493,0.006121
MDL Theory Length Weight: 2.0632099624 (10)
Initialization: 5.569000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.211000
Kernel 1: 0.023000
Kernel 2: 71.378998
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.003915 0.583333 fi:0.551825. Ave ac:0.006306,0.004977
Initialization: 5.449000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.221000
Kernel 1: 0.022000
Kernel 2: 72.745003
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.004474 0.695652 fi:0.439266. Ave ac:0.006266,0.005451
Initialization: 5.463000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.139000
Kernel 1: 0.022000
Kernel 2: 71.806999
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.005872 0.617647 fi:0.515158. Ave ac:0.006110,0.005579
Initialization: 5.526000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.130000
Kernel 1: 0.022000
Kernel 2: 75.695999
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004195 0.750000 fi:0.384343. Ave ac:0.007584,0.008783
Initialization: 30.546000
Memcpy Instances: 351.641998
Memcpy Classifiers: 0.080000
Kernel 1: 0.023000
Kernel 2: 629.239014
Copyback: 0.017000
Sum: 0.015000
Memcpy Classifiers: 0.080000
Kernel 1: 0.017000
Kernel 2: 609.700989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 590.257996
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 656.072021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 599.114990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 629.383972
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 626.122009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.086000
Kernel 1: 0.013000
Kernel 2: 520.385986
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003232 0.461293 fi:0.674326. Ave ac:0.006133,0.016282
Best acc 0.003232 0.461293
Initialization: 6.378000
Memcpy Classifiers: 0.494000
Memcpy Instances: 7.104000
Kernel 1: 0.023000
Kernel 2: 93.772003
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.004566 accuracy2:0.188573
Initialization: 5.459000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.212000
Kernel 1: 0.023000
Kernel 2: 95.094002
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.003636 0.541667 fi:0.557968. Ave ac:0.008587,0.010770
Initialization: 5.535000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.126000
Kernel 1: 0.024000
Kernel 2: 94.171997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005874 0.446809 fi:0.651561. Ave ac:0.010035,0.012295
Initialization: 5.489000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.151000
Kernel 1: 0.023000
Kernel 2: 94.084000
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.003356 0.480000 fi:0.619796. Ave ac:0.011161,0.013745
Initialization: 5.447000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.095000
Kernel 1: 0.023000
Kernel 2: 94.172997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.011742 0.552632 fi:0.542427. Ave ac:0.010834,0.012798
Initialization: 5.562000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.079000
Kernel 1: 0.023000
Kernel 2: 91.811996
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003355 0.600000 fi:0.499796. Ave ac:0.010724,0.013007
Initialization: 6.362000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.135000
Kernel 1: 0.023000
Kernel 2: 87.660004
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.003914 0.538462 fi:0.561019. Ave ac:0.009537,0.011971
Initialization: 5.414000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 87.759003
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.003075 0.611111 fi:0.488843. Ave ac:0.009152,0.011340
Initialization: 5.529000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.097000
Kernel 1: 0.023000
Kernel 2: 86.181999
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.004193 0.600000 fi:0.499322. Ave ac:0.007641,0.009288
Initialization: 5.511000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.546000
Kernel 1: 0.023000
Kernel 2: 85.925003
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.007269 0.604651 fi:0.492934. Ave ac:0.007581,0.007462
Initialization: 5.451000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.089000
Kernel 1: 0.024000
Kernel 2: 86.179001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.003076 0.687500 fi:0.412454. Ave ac:0.006974,0.006682
Iteration 10:MDL fitness activated
Error 0.412454 TL 0.036471
MDL Theory Length Weight: 3.7696771375 (1)
Initialization: 5.548000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.101000
Kernel 1: 0.023000
Kernel 2: 84.021004
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.005032 0.600000 fi:0.624664. Ave ac:0.007971,0.007537
Initialization: 5.472000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.172000
Kernel 1: 0.022000
Kernel 2: 83.147003
Copyback: 0.018000
Sum: 0.029000
It 11,Best ac:0.003075 0.687500 fi:0.511507. Ave ac:0.007723,0.007274
Initialization: 5.490000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.100000
Kernel 1: 0.022000
Kernel 2: 83.353996
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.002796 0.833333 fi:0.470370. Ave ac:0.007754,0.007538
Initialization: 5.472000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.087000
Kernel 1: 0.024000
Kernel 2: 82.989998
Copyback: 0.016000
Sum: 0.028000
It 13,Best ac:0.003076 0.687500 fi:0.523885. Ave ac:0.009054,0.010127
Initialization: 5.488000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.080000
Kernel 1: 0.023000
Kernel 2: 82.151001
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.003075 0.687500 fi:0.517991. Ave ac:0.008895,0.012225
Initialization: 5.507000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.184000
Kernel 1: 0.023000
Kernel 2: 77.047997
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.003634 0.619048 fi:0.645592. Ave ac:0.007210,0.007729
Initialization: 5.477000
Memcpy Classifiers: 0.369000
Memcpy Instances: 7.149000
Kernel 1: 0.023000
Kernel 2: 74.344002
Copyback: 0.018000
Sum: 0.033000
It 16,Best ac:0.003076 0.785714 fi:0.387593. Ave ac:0.009437,0.008328
Initialization: 5.509000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.070000
Kernel 1: 0.024000
Kernel 2: 73.434998
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.005593 0.666667 fi:0.512174. Ave ac:0.009712,0.009806
Initialization: 5.962000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.459000
Kernel 1: 0.023000
Kernel 2: 73.797997
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.002237 0.888889 fi:0.502387. Ave ac:0.009385,0.007934
Initialization: 5.419000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.583000
Kernel 1: 0.023000
Kernel 2: 73.255997
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.003356 0.600000 fi:0.578583. Ave ac:0.007709,0.007169
Initialization: 5.475000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.266000
Kernel 1: 0.023000
Kernel 2: 75.739998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.003635 0.928571 fi:0.282939. Ave ac:0.009702,0.010950
Initialization: 5.500000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.091000
Kernel 1: 0.022000
Kernel 2: 74.942001
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.003076 0.647059 fi:0.542477. Ave ac:0.008919,0.008580
Initialization: 5.457000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.150000
Kernel 1: 0.024000
Kernel 2: 74.078003
Copyback: 0.016000
Sum: 0.027000
It 22,Best ac:0.005593 0.606061 fi:0.593342. Ave ac:0.007235,0.006207
Initialization: 5.503000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.116000
Kernel 1: 0.024000
Kernel 2: 74.427002
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.003635 0.722222 fi:0.488847. Ave ac:0.009755,0.008787
Initialization: 5.470000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.123000
Kernel 1: 0.024000
Kernel 2: 72.046997
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.003355 0.705882 fi:0.467267. Ave ac:0.007213,0.007511
Initialization: 5.539000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.136000
Kernel 1: 0.024000
Kernel 2: 70.973000
Copyback: 0.018000
Sum: 0.030000
It 25,Best ac:0.004473 0.695652 fi:0.483964. Ave ac:0.012829,0.011508
Initialization: 5.640000
Memcpy Classifiers: 0.347000
Memcpy Instances: 7.141000
Kernel 1: 0.022000
Kernel 2: 69.389999
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.002516 0.818182 fi:0.522350. Ave ac:0.012706,0.013439
Initialization: 5.544000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.176000
Kernel 1: 0.024000
Kernel 2: 71.507004
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.003634 0.619048 fi:0.536669. Ave ac:0.008590,0.009949
Initialization: 5.613000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.088000
Kernel 1: 0.024000
Kernel 2: 69.071999
Copyback: 0.016000
Sum: 0.027000
It 28,Best ac:0.003356 0.631579 fi:0.533965. Ave ac:0.011878,0.012409
Initialization: 5.601000
Memcpy Classifiers: 0.305000
Memcpy Instances: 7.546000
Kernel 1: 0.023000
Kernel 2: 66.578003
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.003355 0.631579 fi:0.527009. Ave ac:0.012169,0.012995
MDL Theory Length Weight: 3.3927094237 (10)
Initialization: 5.442000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.151000
Kernel 1: 0.023000
Kernel 2: 66.647003
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.004193 0.681818 fi:0.470417. Ave ac:0.011511,0.011512
Initialization: 5.436000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.109000
Kernel 1: 0.023000
Kernel 2: 66.893997
Copyback: 0.016000
Sum: 0.024000
It 31,Best ac:0.004473 0.640000 fi:0.507874. Ave ac:0.010644,0.010289
Initialization: 5.906000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.155000
Kernel 1: 0.022000
Kernel 2: 68.058998
Copyback: 0.016000
Sum: 0.023000
It 32,Best ac:0.003076 0.611111 fi:0.539931. Ave ac:0.009075,0.009310
Initialization: 5.422000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.127000
Kernel 1: 0.023000
Kernel 2: 66.942001
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.006152 0.628571 fi:0.542053. Ave ac:0.012436,0.014718
Initialization: 30.547001
Memcpy Instances: 354.714996
Memcpy Classifiers: 0.083000
Kernel 1: 0.025000
Kernel 2: 569.012024
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.083000
Kernel 1: 0.014000
Kernel 2: 573.934021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 576.715027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 577.356018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.014000
Kernel 2: 574.994995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 577.252014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 582.655029
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.013000
Kernel 2: 484.946014
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003132 0.470193 fi:0.682642. Ave ac:0.011040,0.031196
Best acc 0.003132 0.470193
Initialization: 5.638000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.107000
Kernel 1: 0.024000
Kernel 2: 90.457001
Copyback: 0.018000
Sum: 0.043000
Initial population average accuracy1:0.004691 accuracy2:0.177419
Initialization: 5.514000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.542000
Kernel 1: 0.022000
Kernel 2: 92.805000
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.002796 0.500000 fi:0.659506. Ave ac:0.009005,0.012367
Initialization: 5.434000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.157000
Kernel 1: 0.023000
Kernel 2: 95.834000
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.003915 0.500000 fi:0.599477. Ave ac:0.010806,0.013398
Initialization: 5.459000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.082000
Kernel 1: 0.022000
Kernel 2: 95.193001
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.003634 0.500000 fi:0.599638. Ave ac:0.010644,0.012596
Initialization: 5.411000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.333000
Kernel 1: 0.023000
Kernel 2: 92.767998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.005034 0.500000 fi:0.598849. Ave ac:0.008752,0.011070
Initialization: 5.492000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.095000
Kernel 1: 0.023000
Kernel 2: 92.153000
Copyback: 0.016000
Sum: 0.028000
It 4,Best ac:0.006150 0.578947 fi:0.519270. Ave ac:0.009345,0.010581
Initialization: 5.456000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.792000
Kernel 1: 0.022000
Kernel 2: 93.222000
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.003075 0.647059 fi:0.452895. Ave ac:0.008574,0.010721
Initialization: 5.526000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.069000
Kernel 1: 0.023000
Kernel 2: 93.369003
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.005034 0.529412 fi:0.569437. Ave ac:0.007913,0.009322
Initialization: 5.479000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.093000
Kernel 1: 0.022000
Kernel 2: 92.444000
Copyback: 0.021000
Sum: 0.032000
It 7,Best ac:0.003914 0.636364 fi:0.463117. Ave ac:0.008695,0.009056
Initialization: 5.475000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.088000
Kernel 1: 0.023000
Kernel 2: 91.565002
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.006150 0.536585 fi:0.561632. Ave ac:0.007946,0.008516
Initialization: 5.504000
Memcpy Classifiers: 0.885000
Memcpy Instances: 7.089000
Kernel 1: 0.022000
Kernel 2: 92.041000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.005591 0.500000 fi:0.598533. Ave ac:0.007013,0.007016
Iteration 10:MDL fitness activated
Error 0.598533 TL 0.036329
MDL Theory Length Weight: 5.4918546879 (5)
Initialization: 5.446000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.100000
Kernel 1: 0.024000
Kernel 2: 87.279999
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.003076 0.687500 fi:0.606504. Ave ac:0.006929,0.008013
Initialization: 5.500000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.080000
Kernel 1: 0.023000
Kernel 2: 86.356003
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.005312 0.558824 fi:0.652296. Ave ac:0.007736,0.012841
Initialization: 5.450000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.127000
Kernel 1: 0.024000
Kernel 2: 83.752998
Copyback: 0.020000
Sum: 0.037000
It 12,Best ac:0.005034 0.600000 fi:0.589692. Ave ac:0.010899,0.015040
Initialization: 5.485000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.075000
Kernel 1: 0.025000
Kernel 2: 83.635002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.003635 0.684211 fi:0.608229. Ave ac:0.010859,0.014692
Initialization: 5.480000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.133000
Kernel 1: 0.022000
Kernel 2: 82.837997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.005034 0.529412 fi:0.714445. Ave ac:0.009127,0.020671
Initialization: 5.628000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.103000
Kernel 1: 0.024000
Kernel 2: 80.348999
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.002796 0.666667 fi:0.650070. Ave ac:0.015687,0.026139
Initialization: 5.686000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.169000
Kernel 1: 0.023000
Kernel 2: 73.750000
Copyback: 0.017000
Sum: 0.024000
It 16,Best ac:0.003634 0.684211 fi:0.540689. Ave ac:0.014887,0.024003
Initialization: 5.550000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.098000
Kernel 1: 0.023000
Kernel 2: 69.690002
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.005313 0.593750 fi:0.559998. Ave ac:0.014037,0.023931
Initialization: 5.549000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.559000
Kernel 1: 0.024000
Kernel 2: 67.956001
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.003635 0.590909 fi:0.610416. Ave ac:0.014767,0.025492
Initialization: 5.463000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.563000
Kernel 1: 0.022000
Kernel 2: 66.367996
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.003634 0.722222 fi:0.479103. Ave ac:0.015487,0.026769
Initialization: 5.504000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.103000
Kernel 1: 0.024000
Kernel 2: 66.416000
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.006432 0.718750 fi:0.501984. Ave ac:0.017987,0.030196
Initialization: 5.487000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.252000
Kernel 1: 0.023000
Kernel 2: 64.760002
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.007828 0.608696 fi:0.575950. Ave ac:0.017520,0.030471
Initialization: 5.464000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.222000
Kernel 1: 0.022000
Kernel 2: 63.830002
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.003914 0.608696 fi:0.599128. Ave ac:0.021387,0.032944
Initialization: 5.460000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.082000
Kernel 1: 0.024000
Kernel 2: 63.789001
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.008387 0.566038 fi:0.602129. Ave ac:0.020119,0.033777
Initialization: 5.518000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.075000
Kernel 1: 0.023000
Kernel 2: 62.479000
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.007548 0.540000 fi:0.611528. Ave ac:0.020541,0.032715
Initialization: 5.529000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.485000
Kernel 1: 0.022000
Kernel 2: 61.264000
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.008389 0.600000 fi:0.553779. Ave ac:0.019219,0.030065
Initialization: 5.516000
Memcpy Classifiers: 0.188000
Memcpy Instances: 7.232000
Kernel 1: 0.022000
Kernel 2: 60.493999
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.005313 0.678571 fi:0.490022. Ave ac:0.026430,0.039628
Initialization: 5.468000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.128000
Kernel 1: 0.023000
Kernel 2: 59.879002
Copyback: 0.017000
Sum: 0.021000
It 27,Best ac:0.003076 0.611111 fi:0.562745. Ave ac:0.026628,0.036326
Initialization: 5.470000
Memcpy Classifiers: 0.204000
Memcpy Instances: 8.110000
Kernel 1: 0.022000
Kernel 2: 61.964001
Copyback: 0.018000
Sum: 0.021000
It 28,Best ac:0.004195 0.625000 fi:0.537302. Ave ac:0.025915,0.043375
MDL Theory Length Weight: 4.9426692191 (10)
Initialization: 5.487000
Memcpy Classifiers: 0.325000
Memcpy Instances: 7.074000
Kernel 1: 0.024000
Kernel 2: 59.554001
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.005593 0.666667 fi:0.485950. Ave ac:0.022564,0.034516
Initialization: 5.451000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.096000
Kernel 1: 0.023000
Kernel 2: 59.431000
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.002796 0.769231 fi:0.484137. Ave ac:0.020825,0.041446
Initialization: 6.495000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.933000
Kernel 1: 0.023000
Kernel 2: 59.104000
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003915 0.666667 fi:0.505799. Ave ac:0.026163,0.048682
Initialization: 6.266000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.092000
Kernel 1: 0.028000
Kernel 2: 64.422997
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.005871 0.617647 fi:0.539183. Ave ac:0.025058,0.040806
Initialization: 6.115000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.219000
Kernel 1: 0.022000
Kernel 2: 61.303001
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.003635 0.722222 fi:0.414989. Ave ac:0.026433,0.040184
Initialization: 30.645000
Memcpy Instances: 353.209991
Memcpy Classifiers: 0.064000
Kernel 1: 0.026000
Kernel 2: 533.955017
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 526.893005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 535.620972
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 524.588013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 547.950012
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 519.882996
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 531.205994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 432.269012
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004149 0.454100 fi:0.708159. Ave ac:0.023817,0.072808
Best acc 0.004149 0.454100
Initialization: 5.490000
Memcpy Classifiers: 0.595000
Memcpy Instances: 7.242000
Kernel 1: 0.025000
Kernel 2: 89.135002
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005065 accuracy2:0.185449
Initialization: 5.490000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.113000
Kernel 1: 0.023000
Kernel 2: 94.390999
Copyback: 0.017000
Sum: 0.030000
It 0,Best ac:0.004195 0.428571 fi:0.670751. Ave ac:0.009231,0.011770
Initialization: 5.567000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.083000
Kernel 1: 0.023000
Kernel 2: 95.360001
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.009226 0.445946 fi:0.650534. Ave ac:0.010277,0.012191
Initialization: 5.468000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.302000
Kernel 1: 0.024000
Kernel 2: 96.221001
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003356 0.480000 fi:0.619796. Ave ac:0.009115,0.010111
Initialization: 5.450000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.115000
Kernel 1: 0.023000
Kernel 2: 97.694000
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.003075 0.500000 fi:0.599954. Ave ac:0.009107,0.010799
Initialization: 5.436000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.589000
Kernel 1: 0.022000
Kernel 2: 96.514999
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.003075 0.458333 fi:0.641621. Ave ac:0.009025,0.011698
Initialization: 5.534000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.105000
Kernel 1: 0.024000
Kernel 2: 98.473999
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.005034 0.562500 fi:0.536349. Ave ac:0.009214,0.009870
Initialization: 5.544000
Memcpy Classifiers: 0.550000
Memcpy Instances: 7.088000
Kernel 1: 0.023000
Kernel 2: 96.300003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.003076 0.687500 fi:0.412454. Ave ac:0.010469,0.012555
Initialization: 5.625000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.112000
Kernel 1: 0.024000
Kernel 2: 99.380997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004473 0.551724 fi:0.547440. Ave ac:0.009889,0.010241
Initialization: 5.492000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.174000
Kernel 1: 0.022000
Kernel 2: 97.524002
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.004473 0.640000 fi:0.459164. Ave ac:0.010143,0.009962
Initialization: 5.454000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.083000
Kernel 1: 0.023000
Kernel 2: 94.342003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.005034 0.666667 fi:0.432182. Ave ac:0.009691,0.010706
Iteration 10:MDL fitness activated
Error 0.432182 TL 0.031902
MDL Theory Length Weight: 4.5156873997 (4)
Initialization: 5.449000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 90.212997
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006711 0.615385 fi:0.655610. Ave ac:0.009767,0.012686
Initialization: 5.712000
Memcpy Classifiers: 0.427000
Memcpy Instances: 7.090000
Kernel 1: 0.022000
Kernel 2: 86.805000
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.003355 0.666667 fi:0.538072. Ave ac:0.011358,0.014920
Initialization: 5.423000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.175000
Kernel 1: 0.023000
Kernel 2: 85.595001
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003355 0.666667 fi:0.516281. Ave ac:0.011258,0.015621
Initialization: 5.485000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.078000
Kernel 1: 0.023000
Kernel 2: 83.403000
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.003075 0.733333 fi:0.523211. Ave ac:0.015375,0.022622
Initialization: 5.765000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.118000
Kernel 1: 0.022000
Kernel 2: 80.001999
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.009505 0.641509 fi:0.539181. Ave ac:0.010938,0.016112
Initialization: 5.534000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.145000
Kernel 1: 0.024000
Kernel 2: 75.917999
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.002796 0.769231 fi:0.491240. Ave ac:0.013427,0.017803
Initialization: 5.506000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.220000
Kernel 1: 0.022000
Kernel 2: 73.165001
Copyback: 0.017000
Sum: 0.026000
It 16,Best ac:0.003634 0.722222 fi:0.454860. Ave ac:0.011259,0.019399
Initialization: 5.528000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.117000
Kernel 1: 0.024000
Kernel 2: 69.223000
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003916 0.636364 fi:0.565611. Ave ac:0.014441,0.023092
Initialization: 5.497000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.146000
Kernel 1: 0.022000
Kernel 2: 67.575996
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.003355 0.600000 fi:0.553690. Ave ac:0.010486,0.019810
Initialization: 5.527000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.120000
Kernel 1: 0.023000
Kernel 2: 68.143997
Copyback: 0.017000
Sum: 0.021000
It 19,Best ac:0.004753 0.607143 fi:0.574176. Ave ac:0.012788,0.026065
Initialization: 5.472000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.076000
Kernel 1: 0.024000
Kernel 2: 66.936996
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.003356 0.750000 fi:0.443467. Ave ac:0.014722,0.028255
Initialization: 5.613000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.079000
Kernel 1: 0.022000
Kernel 2: 67.357002
Copyback: 0.016000
Sum: 0.022000
It 21,Best ac:0.005032 0.545455 fi:0.612195. Ave ac:0.010166,0.025996
Initialization: 5.416000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.194000
Kernel 1: 0.022000
Kernel 2: 65.699997
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.003356 0.600000 fi:0.550986. Ave ac:0.019207,0.032541
Initialization: 6.573000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.435000
Kernel 1: 0.022000
Kernel 2: 63.424000
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.003076 0.687500 fi:0.484895. Ave ac:0.012583,0.021538
Initialization: 5.476000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.071000
Kernel 1: 0.023000
Kernel 2: 63.341000
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004474 0.533333 fi:0.625604. Ave ac:0.009669,0.022726
Initialization: 5.481000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.598000
Kernel 1: 0.023000
Kernel 2: 61.875999
Copyback: 0.017000
Sum: 0.020000
It 25,Best ac:0.005312 0.612903 fi:0.563232. Ave ac:0.016918,0.029721
Initialization: 5.658000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.069000
Kernel 1: 0.024000
Kernel 2: 60.473999
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.002796 0.714286 fi:0.599113. Ave ac:0.018303,0.034461
Initialization: 5.466000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.101000
Kernel 1: 0.023000
Kernel 2: 62.430000
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003075 0.846154 fi:0.304919. Ave ac:0.020092,0.037253
Initialization: 5.543000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.150000
Kernel 1: 0.023000
Kernel 2: 61.910999
Copyback: 0.017000
Sum: 0.019000
It 28,Best ac:0.004473 0.571429 fi:0.558700. Ave ac:0.017302,0.033212
Initialization: 5.476000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.329000
Kernel 1: 0.023000
Kernel 2: 60.736000
Copyback: 0.017000
Sum: 0.022000
It 29,Best ac:0.003915 0.736842 fi:0.445790. Ave ac:0.019134,0.039842
Initialization: 5.459000
Memcpy Classifiers: 0.243000
Memcpy Instances: 7.063000
Kernel 1: 0.023000
Kernel 2: 64.073997
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.004754 0.607143 fi:0.546018. Ave ac:0.015779,0.037345
Initialization: 5.462000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.110000
Kernel 1: 0.023000
Kernel 2: 59.491001
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003076 0.550000 fi:0.609727. Ave ac:0.016993,0.037127
Initialization: 5.450000
Memcpy Classifiers: 0.463000
Memcpy Instances: 7.072000
Kernel 1: 0.023000
Kernel 2: 64.530998
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.003356 0.521739 fi:0.629331. Ave ac:0.018023,0.034682
Initialization: 5.555000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.110000
Kernel 1: 0.023000
Kernel 2: 60.903999
Copyback: 0.017000
Sum: 0.020000
It 33,Best ac:0.003635 0.590909 fi:0.547626. Ave ac:0.021463,0.038432
Initialization: 29.813000
Memcpy Instances: 356.209015
Memcpy Classifiers: 0.053000
Kernel 1: 0.022000
Kernel 2: 542.294006
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 535.458008
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 536.215027
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 531.182983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 536.351990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 532.846985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 538.716980
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 424.516998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.040688 0.419777 fi:0.699550. Ave ac:0.017926,0.059412
Best acc 0.040688 0.419777
Phenotype: 
0:Att PSSM_-2_6 is [<5.071051]|Att PSSM_-1_12 is [<-3.359713]|Att PSSM_-1_19 is [<2.443253]|Att PSSM_0_2 is [<-4.750869]|Att PSSM_0_19 is [<8.501296]|Att PSSM_0_20 is [>-1.228996]|Att PSSM_1_4 is [<-2.522644]|Att PSSM_1_15 is [<0.979582]|Att PSSM_4_7 is [<-2.988451]|1
1:Att PSSM_-2_7 is [<6.532885]|Att PSSM_-1_4 is [<-1.731759]|Att PSSM_0_4 is [<0.477080]|Att PSSM_0_6 is [<-4.882360]|Att PSSM_1_6 is [<-3.872866]|Att PSSM_2_2 is [-6.377986,5.989193]|Att PSSM_2_3 is [<3.663352]|Att PSSM_2_12 is [-6.015090,-1.984910]|1
2:Att PSSM_-3_6 is [<-1.835254]|Att PSSM_-2_13 is [-2.485299,3.796287]|Att PSSM_-1_2 is [<-2.626265]|Att PSSM_0_12 is [<-3.635495]|Att PSSM_1_2 is [-6.221931,-1.778069]|Att PSSM_1_5 is [<8.561982]|Att PSSM_1_15 is [<2.122687]|Att PSSM_3_12 is [-4.925890,-2.829913]|Att PSSM_3_20 is [<3.767250]|1
3:Att PSSM_-4_18 is [<11.594730]|Att PSSM_-1_14 is [-3.271712,6.887614]|Att PSSM_0_7 is [<-4.677880]|Att PSSM_0_11 is [0.450721,6.692794]|Att PSSM_1_12 is [<-1.331628]|Att PSSM_1_15 is [<1.603235]|Att PSSM_3_3 is [<0.539621]|Att PSSM_3_12 is [<-0.602875]|1
4:Att PSSM_-2_11 is [<6.661081]|Att PSSM_0_6 is [<6.152811]|Att PSSM_0_7 is [-6.937820,-3.062179]|Att PSSM_0_10 is [>-1.346907]|Att PSSM_0_12 is [<-3.861552]|Att PSSM_0_17 is [<6.510939]|Att PSSM_1_12 is [<-3.706382]|Att PSSM_2_12 is [-6.662563,-2.973192]|Att PSSM_3_7 is [-6.524696,1.655182]|Att PSSM_4_12 is [<4.250958]|Att PSSM_4_15 is [<1.050679]|1
5:Att PSSM_0_1 is [>3.103159]|Att PSSM_0_2 is [<-3.282827]|Att PSSM_0_12 is [-5.511263,-3.989405]|Att PSSM_4_12 is [-5.442222,-0.557778]|1
6:Att PSSM_-4_16 is [<-0.178833]|Att PSSM_-3_10 is [>-2.081575]|Att PSSM_-3_14 is [<5.302576]|Att PSSM_-2_7 is [-6.184042,-1.815958]|Att PSSM_-2_18 is [<7.126171]|Att PSSM_-1_12 is [<7.430901]|Att PSSM_-1_20 is [>-0.900178]|Att PSSM_0_12 is [<-2.081368]|Att PSSM_1_15 is [<4.896387]|Att PSSM_2_12 is [<-0.841203]|Att PSSM_2_15 is [<1.868467]|Att PSSM_4_12 is [<-0.780508]|1
7:Att PSSM_0_1 is [-2.058571,5.262638]|Att PSSM_0_7 is [<-4.948514]|Att PSSM_3_2 is [<-1.472274]|Att PSSM_3_5 is [-1.183944,8.531801]|Att PSSM_4_7 is [-6.925094,0.925094]|1
8:Att PSSM_-4_9 is [-5.977474,6.022691]|Att PSSM_-1_5 is [-3.870410,4.829948]|Att PSSM_0_1 is [>2.024785]|Att PSSM_0_2 is [<-3.650681]|Att PSSM_0_5 is [-3.653365,9.436440]|1
9:Att PSSM_-4_2 is [<-0.751381]|Att PSSM_-4_6 is [-6.452816,2.902024]|Att PSSM_-3_6 is [<1.543438]|Att PSSM_-3_12 is [<1.840570]|Att PSSM_0_2 is [<-4.461746]|Att PSSM_0_4 is [<-3.187218]|Att PSSM_0_7 is [-6.524395,-4.560315]|Att PSSM_1_4 is [<-0.706039]|Att PSSM_1_12 is [-6.077274,2.077274]|Att PSSM_1_19 is [-6.242236,6.242236]|Att PSSM_1_20 is [>-1.759924]|Att PSSM_2_11 is [<5.391342]|Att PSSM_3_14 is [<8.854880]|Att PSSM_4_10 is [-5.164253,3.186360]|1
10:Att PSSM_-2_2 is [<-3.355983]|Att PSSM_0_12 is [-6.939590,-3.060410]|Att PSSM_1_5 is [-3.257991,9.176090]|Att PSSM_1_19 is [>-6.308949]|Att PSSM_2_12 is [-5.440054,-2.182217]|1
11:Att PSSM_-2_12 is [<-3.810479]|Att PSSM_-1_4 is [<-1.154636]|Att PSSM_-1_15 is [<-0.955199]|Att PSSM_0_7 is [<-3.608016]|Att PSSM_0_10 is [>-2.375538]|Att PSSM_0_12 is [<-3.056354]|Att PSSM_1_4 is [<-0.037672]|1
12:Att PSSM_0_5 is [-1.915652,8.570300]|Att PSSM_0_12 is [<-3.754208]|Att PSSM_1_14 is [-1.376727,7.554168]|Att PSSM_2_1 is [-4.277718,5.754161]|Att PSSM_3_8 is [>-5.125432]|Att PSSM_4_7 is [<-1.514377]|Att PSSM_4_10 is [-5.712477,5.636227]|1
13:Att PSSM_-1_6 is [<-1.803023]|Att PSSM_0_4 is [-5.357171,-3.343075]|Att PSSM_0_12 is [<-3.251352]|Att PSSM_1_4 is [<-2.726668]|Att PSSM_4_12 is [-4.685585,-1.732006]|1
14:Att PSSM_-4_7 is [-5.298900,-0.701101]|Att PSSM_-3_7 is [-6.968637,0.118042]|Att PSSM_0_1 is [-0.636598,6.126909]|Att PSSM_0_2 is [<3.146673]|Att PSSM_0_7 is [-6.977565,-3.022435]|Att PSSM_1_12 is [-6.388963,-1.611037]|Att PSSM_2_15 is [<-0.112798]|Att PSSM_3_16 is [<3.300707]|1
15:Att PSSM_-4_6 is [-6.446638,-1.324937]|Att PSSM_-3_7 is [<-2.136460]|Att PSSM_-2_12 is [<0.697807]|Att PSSM_-1_11 is [<6.299087]|Att PSSM_-1_12 is [-6.603687,-1.396313]|Att PSSM_0_7 is [-5.774570,3.667493]|Att PSSM_0_12 is [-6.847648,-2.976197]|Att PSSM_1_12 is [<-2.368563]|1
16:Att PSSM_-3_7 is [-5.192369,-0.633820]|Att PSSM_0_6 is [<-3.773907]|Att PSSM_0_13 is [-0.797994,6.929386]|Att PSSM_3_14 is [>-1.449087]|Att PSSM_4_12 is [<-1.380286]|1
17:Att PSSM_-1_3 is [<5.712951]|Att PSSM_-1_5 is [-2.966629,10.869143]|Att PSSM_-1_13 is [<9.914951]|Att PSSM_0_7 is [<-2.118110]|Att PSSM_1_5 is [>-0.306684]|Att PSSM_1_7 is [-6.937722,-1.062278]|Att PSSM_2_12 is [<-0.899624]|1
18:Att PSSM_0_12 is [<-4.288022]|Att PSSM_1_2 is [>-6.982206]|Att PSSM_3_1 is [1.334448,6.436088]|1
19:Att PSSM_0_5 is [-0.536218,8.884636]|Att PSSM_0_12 is [<-2.602134]|Att PSSM_2_17 is [-5.684747,3.684747]|Att PSSM_3_12 is [-5.973448,-2.414934]|Att PSSM_4_2 is [-6.832317,-1.167682]|1
20:Att PSSM_0_10 is [>-0.929522]|Att PSSM_0_11 is [-0.887572,5.668298]|Att PSSM_0_12 is [-6.927037,-4.509288]|Att PSSM_2_15 is [-6.102530,4.102530]|Att PSSM_3_5 is [-4.755882,8.755882]|Att PSSM_3_10 is [>-6.039154]|Att PSSM_4_7 is [<-0.033919]|1
21:Att PSSM_-4_7 is [-4.891313,-1.499258]|Att PSSM_0_4 is [<-0.166315]|Att PSSM_0_12 is [<-3.394297]|Att PSSM_0_20 is [>-3.001418]|Att PSSM_1_3 is [-6.822983,2.526717]|Att PSSM_1_15 is [<-1.542034]|Att PSSM_1_19 is [<3.331812]|Att PSSM_3_15 is [<0.644686]|Att PSSM_4_10 is [-4.734344,4.734344]|Att PSSM_4_12 is [-6.864461,-1.135539]|Att PSSM_4_13 is [<6.402112]|1
22:Att PSSM_-3_7 is [<-1.474686]|Att PSSM_-2_3 is [<4.903416]|Att PSSM_-2_6 is [>-5.896984]|Att PSSM_-1_7 is [-6.217636,0.217636]|Att PSSM_0_2 is [<-2.523918]|Att PSSM_0_3 is [<-2.305243]|Att PSSM_1_20 is [-0.563869,6.926119]|Att PSSM_2_3 is [<4.141353]|Att PSSM_4_7 is [-3.418398,-0.744737]|1
23:Att PSSM_-3_5 is [-1.340316,11.594973]|Att PSSM_-2_7 is [<5.932761]|Att PSSM_-1_13 is [-2.796710,9.036494]|Att PSSM_0_11 is [>-4.187041]|Att PSSM_0_12 is [-5.643031,-3.523455]|Att PSSM_1_20 is [-2.800418,3.886196]|1
24:Att PSSM_-3_3 is [<8.463241]|Att PSSM_-3_12 is [-5.722023,-3.107166]|Att PSSM_0_2 is [<-3.820246]|Att PSSM_0_4 is [<-3.736910]|Att PSSM_3_7 is [<-0.354787]|Att PSSM_4_2 is [<3.296705]|1
25:Att PSSM_-2_4 is [<0.083834]|Att PSSM_-2_12 is [-6.678259,-1.592758]|Att PSSM_-2_15 is [-6.588447,5.830748]|Att PSSM_-1_4 is [<-1.758579]|Att PSSM_-1_10 is [-0.846913,5.282635]|Att PSSM_0_12 is [<-2.078449]|Att PSSM_2_7 is [<-1.805237]|1
26:Att PSSM_-3_7 is [-4.108721,5.372693]|Att PSSM_0_4 is [-6.323667,-2.556063]|Att PSSM_0_6 is [<-2.443611]|Att PSSM_0_15 is [-6.795880,-1.204119]|Att PSSM_1_13 is [>-0.300714]|Att PSSM_1_20 is [>-1.997573]|Att PSSM_4_12 is [<-1.703518]|1
27:Att PSSM_-1_12 is [-6.651998,-2.339286]|Att PSSM_0_7 is [<-1.202513]|Att PSSM_0_12 is [<-1.126572]|Att PSSM_0_15 is [-4.106795,-0.523084]|Att PSSM_1_6 is [<-1.813852]|Att PSSM_2_12 is [<-1.570334]|Att PSSM_4_19 is [-5.498907,6.216032]|1
28:Att PSSM_-3_6 is [-6.057395,-0.306894]|Att PSSM_-2_20 is [>-1.026092]|Att PSSM_-1_12 is [-6.511150,-1.202934]|Att PSSM_0_7 is [<-3.989197]|Att PSSM_1_1 is [>-4.109142]|Att PSSM_4_12 is [<-0.762308]|1
29:Att PSSM_-4_2 is [<2.112775]|Att PSSM_0_6 is [<-3.072509]|Att PSSM_0_8 is [<6.188603]|Att PSSM_1_7 is [<0.507068]|Att PSSM_1_14 is [-4.007233,6.007233]|Att PSSM_2_3 is [<-1.214514]|Att PSSM_3_15 is [<1.453853]|Att PSSM_4_14 is [>-4.837393]|1
30:Att PSSM_-1_16 is [>-4.193773]|Att PSSM_0_1 is [3.746062,6.296900]|Att PSSM_0_7 is [<-2.948783]|Att PSSM_2_15 is [>-4.911795]|Att PSSM_3_15 is [<2.068193]|1
31:Att PSSM_-2_4 is [-7.005444,-2.347155]|Att PSSM_-2_17 is [>-2.763463]|Att PSSM_-1_7 is [<-1.213190]|Att PSSM_0_2 is [<-1.044809]|Att PSSM_0_4 is [-6.843591,-0.892790]|Att PSSM_1_12 is [-5.527567,-1.829817]|Att PSSM_2_14 is [>-3.566605]|Att PSSM_2_17 is [-3.555247,5.492517]|Att PSSM_4_5 is [>-6.368480]|1
32:Att PSSM_0_7 is [<-3.778776]|Att PSSM_0_12 is [<-2.270964]|Att PSSM_0_13 is [-3.431553,10.589836]|Att PSSM_1_11 is [<6.268886]|Att PSSM_3_18 is [-1.608125,12.464464]|Att PSSM_4_9 is [<7.823029]|Att PSSM_4_12 is [<-0.524795]|1
33:Att PSSM_0_1 is [>1.005712]|Att PSSM_0_4 is [-7.344886,-2.655114]|Att PSSM_0_8 is [<5.801057]|Att PSSM_0_12 is [<-1.687791]|Att PSSM_1_3 is [-5.232983,6.366455]|Att PSSM_1_5 is [>-6.743609]|Att PSSM_1_11 is [-2.556408,3.595801]|Att PSSM_3_12 is [-6.863025,-0.109661]|Att PSSM_4_15 is [<-0.399134]|1
34:Att PSSM_-1_7 is [<1.860099]|Att PSSM_-1_18 is [-1.558998,12.103918]|Att PSSM_0_7 is [-5.856354,-2.518961]|Att PSSM_1_12 is [-5.290321,-1.644018]|Att PSSM_2_5 is [>-3.753866]|Att PSSM_3_5 is [-5.943068,8.916278]|1
35:Att PSSM_-4_6 is [<-0.449963]|Att PSSM_0_5 is [-3.479190,9.085265]|Att PSSM_0_12 is [<-2.466260]|Att PSSM_3_1 is [0.216456,5.319024]|Att PSSM_4_7 is [<-1.427507]|1
36:Att PSSM_0_12 is [<-3.119895]|Att PSSM_1_11 is [>-3.047044]|Att PSSM_1_15 is [<0.755103]|Att PSSM_2_1 is [>0.915130]|1
37:Att PSSM_-4_11 is [-5.346491,-0.536859]|Att PSSM_-3_2 is [-4.032675,2.735278]|Att PSSM_-3_3 is [<7.625348]|Att PSSM_-3_7 is [<0.645363]|Att PSSM_-2_7 is [<-1.487928]|Att PSSM_-1_12 is [-6.104074,-0.593465]|Att PSSM_0_4 is [<-2.378900]|Att PSSM_0_6 is [<-2.090773]|Att PSSM_1_15 is [<1.497076]|Att PSSM_3_15 is [<6.641487]|Att PSSM_4_2 is [-5.988126,1.184897]|1
38:Default rule -> 0


Train accuracy : 0.788389
Train error : 0.211611
Train not classified : 0.000000
Train For each class:
0: accuracy : 146626
0: error : 17454
0: not classified : 0
1: accuracy : 38360
1: error : 32198
1: not classified : 0
Train Confusion Matrix. Row real class, Column predicted class
0	1	
146626	17454	
32198	38360	
Performance of each classifier:
Classifier 0: 1220/1319=92.494314%
Classifier 1: 1226/1387=88.392213%
Classifier 2: 1139/1320=86.287879%
Classifier 3: 1273/1553=81.970380%
Classifier 4: 1503/1782=84.343434%
Classifier 5: 1096/1295=84.633205%
Classifier 6: 1475/1869=78.919208%
Classifier 7: 1018/1308=77.828746%
Classifier 8: 1211/1560=77.628205%
Classifier 9: 1042/1355=76.900369%
Classifier 10: 1280/1682=76.099881%
Classifier 11: 1004/1322=75.945537%
Classifier 12: 1084/1476=73.441734%
Classifier 13: 996/1362=73.127753%
Classifier 14: 1148/1562=73.495519%
Classifier 15: 1738/2423=71.729261%
Classifier 16: 932/1337=69.708302%
Classifier 17: 1000/1469=68.073519%
Classifier 18: 857/1306=65.620214%
Classifier 19: 1309/1982=66.044400%
Classifier 20: 810/1265=64.031621%
Classifier 21: 815/1197=68.086884%
Classifier 22: 788/1211=65.070190%
Classifier 23: 804/1322=60.816944%
Classifier 24: 915/1537=59.531555%
Classifier 25: 1150/1811=63.500828%
Classifier 26: 1018/1739=58.539390%
Classifier 27: 1307/2093=62.446249%
Classifier 28: 700/1142=61.295972%
Classifier 29: 789/1405=56.156584%
Classifier 30: 854/1471=58.055744%
Classifier 31: 903/1630=55.398773%
Classifier 32: 690/1198=57.595993%
Classifier 33: 601/1004=59.860558%
Classifier 34: 574/1136=50.528169%
Classifier 35: 661/1207=54.763877%
Classifier 36: 750/1495=50.167224%
Classifier 37: 680/1282=53.042122%
Classifier 38: 146626/178824=81.994587%
Test accuracy : 0.787933
Test error : 0.212067
Test not classified : 0.000000
Test For each class:
0: accuracy : 14519
0: error : 1860
0: not classified : 0
1: accuracy : 3542
1: error : 3001
1: not classified : 0
Test Confusion Matrix. Row real class, Column predicted class
0	1	
14519	1860	
3001	3542	
Performance of each classifier:
Classifier 0: 159/173=91.907514%
Classifier 1: 140/161=86.956522%
Classifier 2: 120/154=77.922078%
Classifier 3: 129/167=77.245509%
Classifier 4: 168/201=83.582090%
Classifier 5: 114/141=80.851064%
Classifier 6: 120/154=77.922078%
Classifier 7: 94/120=78.333333%
Classifier 8: 102/133=76.691729%
Classifier 9: 100/133=75.187970%
Classifier 10: 120/164=73.170732%
Classifier 11: 85/110=77.272727%
Classifier 12: 98/142=69.014085%
Classifier 13: 83/115=72.173913%
Classifier 14: 102/143=71.328671%
Classifier 15: 159/238=66.806723%
Classifier 16: 99/144=68.750000%
Classifier 17: 88/124=70.967742%
Classifier 18: 85/142=59.859155%
Classifier 19: 91/142=64.084507%
Classifier 20: 81/133=60.902256%
Classifier 21: 67/111=60.360360%
Classifier 22: 53/103=51.456311%
Classifier 23: 96/149=64.429530%
Classifier 24: 82/131=62.595420%
Classifier 25: 107/175=61.142857%
Classifier 26: 102/183=55.737705%
Classifier 27: 93/202=46.039604%
Classifier 28: 66/121=54.545455%
Classifier 29: 78/154=50.649351%
Classifier 30: 83/147=56.462585%
Classifier 31: 57/134=42.537313%
Classifier 32: 65/118=55.084746%
Classifier 33: 44/85=51.764706%
Classifier 34: 61/128=47.656250%
Classifier 35: 41/77=53.246753%
Classifier 36: 59/150=39.333333%
Classifier 37: 51/100=51.000000%
Classifier 38: 14519/17520=82.871005%
Total time: 1049.73 1069.28