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 2301186336
Dataset name: PSSM+CN_Q2
Attribute 0:Name PSSM_-4_1 Def:real
Attribute 0 real valued
Attribute 1:Name PSSM_-4_2 Def:real
Attribute 1 real valued
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Attribute 59 real valued
Attribute 60:Name PSSM_-1_1 Def:real
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Attribute 77 real valued
Attribute 78:Name PSSM_-1_19 Def:real
Attribute 78 real valued
Attribute 79:Name PSSM_-1_20 Def:real
Attribute 79 real valued
Attribute 80:Name PSSM_0_1 Def:real
Attribute 80 real valued
Attribute 81:Name PSSM_0_2 Def:real
Attribute 81 real valued
Attribute 82:Name PSSM_0_3 Def:real
Attribute 82 real valued
Attribute 83:Name PSSM_0_4 Def:real
Attribute 83 real valued
Attribute 84:Name PSSM_0_5 Def:real
Attribute 84 real valued
Attribute 85:Name PSSM_0_6 Def:real
Attribute 85 real valued
Attribute 86:Name PSSM_0_7 Def:real
Attribute 86 real valued
Attribute 87:Name PSSM_0_8 Def:real
Attribute 87 real valued
Attribute 88:Name PSSM_0_9 Def:real
Attribute 88 real valued
Attribute 89:Name PSSM_0_10 Def:real
Attribute 89 real valued
Attribute 90:Name PSSM_0_11 Def:real
Attribute 90 real valued
Attribute 91:Name PSSM_0_12 Def:real
Attribute 91 real valued
Attribute 92:Name PSSM_0_13 Def:real
Attribute 92 real valued
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
Attribute 106 real valued
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
Attribute 113 real valued
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
Attribute 129 real valued
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
Attribute 133 real valued
Attribute 134:Name PSSM_2_15 Def:real
Attribute 134 real valued
Attribute 135:Name PSSM_2_16 Def:real
Attribute 135 real valued
Attribute 136:Name PSSM_2_17 Def:real
Attribute 136 real valued
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
Attribute 140 real valued
Attribute 141:Name PSSM_3_2 Def:real
Attribute 141 real valued
Attribute 142:Name PSSM_3_3 Def:real
Attribute 142 real valued
Attribute 143:Name PSSM_3_4 Def:real
Attribute 143 real valued
Attribute 144:Name PSSM_3_5 Def:real
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Attribute 145:Name PSSM_3_6 Def:real
Attribute 145 real valued
Attribute 146:Name PSSM_3_7 Def:real
Attribute 146 real valued
Attribute 147:Name PSSM_3_8 Def:real
Attribute 147 real valued
Attribute 148:Name PSSM_3_9 Def:real
Attribute 148 real valued
Attribute 149:Name PSSM_3_10 Def:real
Attribute 149 real valued
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
Attribute 164 real valued
Attribute 165:Name PSSM_4_6 Def:real
Attribute 165 real valued
Attribute 166:Name PSSM_4_7 Def:real
Attribute 166 real valued
Attribute 167:Name PSSM_4_8 Def:real
Attribute 167 real valued
Attribute 168:Name PSSM_4_9 Def:real
Attribute 168 real valued
Attribute 169:Name PSSM_4_10 Def:real
Attribute 169 real valued
Attribute 170:Name PSSM_4_11 Def:real
Attribute 170 real valued
Attribute 171:Name PSSM_4_12 Def:real
Attribute 171 real valued
Attribute 172:Name PSSM_4_13 Def:real
Attribute 172 real valued
Attribute 173:Name PSSM_4_14 Def:real
Attribute 173 real valued
Attribute 174:Name PSSM_4_15 Def:real
Attribute 174 real valued
Attribute 175:Name PSSM_4_16 Def:real
Attribute 175 real valued
Attribute 176:Name PSSM_4_17 Def:real
Attribute 176 real valued
Attribute 177:Name PSSM_4_18 Def:real
Attribute 177 real valued
Attribute 178:Name PSSM_4_19 Def:real
Attribute 178 real valued
Attribute 179:Name PSSM_4_20 Def:real
Attribute 179 real valued
Attribute 180:Name class Def:{0,1}
Attribute 180 nominal
Value 0 of attribute 180: 0
Value 1 of attribute 180: 1
Least frequent class is 1
Most frequent class is 0
Coverage break for class 0 : 0.007150
Coverage break for class 1 : 0.016627
Probability of irrelevant attribute set to 0.916667
Initialization: 40.169998
Memcpy Classifiers: 0.922000
Memcpy Instances: 9.251000
Kernel 1: 0.070000
Kernel 2: 112.497002
Copyback: 0.024000
Sum: 0.016000
Initial population average accuracy1:0.005417 accuracy2:0.269297
Initialization: 6.891000
Memcpy Classifiers: 0.528000
Memcpy Instances: 9.416000
Kernel 1: 0.021000
Kernel 2: 120.207001
Copyback: 0.017000
Sum: 0.025000
It 0,Best ac:0.005966 0.608696 fi:0.490977. Ave ac:0.011610,0.015091
Initialization: 7.822000
Memcpy Classifiers: 0.538000
Memcpy Instances: 9.232000
Kernel 1: 0.022000
Kernel 2: 122.973999
Copyback: 0.017000
Sum: 0.024000
It 1,Best ac:0.006606 0.794872 fi:0.304585. Ave ac:0.015947,0.018117
Initialization: 7.074000
Memcpy Classifiers: 0.564000
Memcpy Instances: 10.094000
Kernel 1: 0.021000
Kernel 2: 120.832001
Copyback: 0.017000
Sum: 0.026000
It 2,Best ac:0.008097 0.678571 fi:0.420381. Ave ac:0.014012,0.016158
Initialization: 6.804000
Memcpy Classifiers: 0.507000
Memcpy Instances: 9.550000
Kernel 1: 0.021000
Kernel 2: 121.592003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.004688 0.846154 fi:0.309897. Ave ac:0.016216,0.020416
Initialization: 6.917000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.510000
Kernel 1: 0.021000
Kernel 2: 120.456001
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.005540 0.866667 fi:0.233152. Ave ac:0.015466,0.018596
Initialization: 7.062000
Memcpy Classifiers: 0.483000
Memcpy Instances: 9.275000
Kernel 1: 0.022000
Kernel 2: 119.725998
Copyback: 0.020000
Sum: 0.027000
It 5,Best ac:0.014919 0.813953 fi:0.282692. Ave ac:0.016676,0.020787
Initialization: 6.758000
Memcpy Classifiers: 0.466000
Memcpy Instances: 9.818000
Kernel 1: 0.045000
Kernel 2: 115.760002
Copyback: 0.018000
Sum: 0.027000
It 6,Best ac:0.008951 0.893617 fi:0.205047. Ave ac:0.015780,0.019771
Initialization: 7.035000
Memcpy Classifiers: 0.442000
Memcpy Instances: 9.450000
Kernel 1: 0.021000
Kernel 2: 115.957001
Copyback: 0.018000
Sum: 0.030000
It 7,Best ac:0.005754 0.870968 fi:0.228777. Ave ac:0.016088,0.019134
Initialization: 6.948000
Memcpy Classifiers: 0.446000
Memcpy Instances: 9.603000
Kernel 1: 0.022000
Kernel 2: 115.857002
Copyback: 0.025000
Sum: 0.029000
It 8,Best ac:0.007671 0.900000 fi:0.199096. Ave ac:0.014045,0.021561
Initialization: 7.212000
Memcpy Classifiers: 0.405000
Memcpy Instances: 9.598000
Kernel 1: 0.022000
Kernel 2: 113.487000
Copyback: 0.018000
Sum: 0.033000
It 9,Best ac:0.007033 0.916667 fi:0.182646. Ave ac:0.013604,0.017156
Iteration 10:MDL fitness activated
Error 0.182646 TL 0.026643
MDL Theory Length Weight: 2.2851228306 (1)
Initialization: 7.197000
Memcpy Classifiers: 0.408000
Memcpy Instances: 9.283000
Kernel 1: 0.021000
Kernel 2: 111.426003
Copyback: 0.019000
Sum: 0.032000
It 10,Best ac:0.004901 0.958333 fi:0.202398. Ave ac:0.011423,0.014919
Initialization: 7.319000
Memcpy Classifiers: 0.455000
Memcpy Instances: 9.522000
Kernel 1: 0.022000
Kernel 2: 113.464996
Copyback: 0.023000
Sum: 0.035000
It 11,Best ac:0.005114 1.000000 fi:0.159295. Ave ac:0.013705,0.014676
Initialization: 7.265000
Memcpy Classifiers: 0.437000
Memcpy Instances: 10.195000
Kernel 1: 0.022000
Kernel 2: 106.074997
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.009589 1.000000 fi:0.154741. Ave ac:0.010004,0.010601
Initialization: 10.339000
Memcpy Classifiers: 0.439000
Memcpy Instances: 9.815000
Kernel 1: 0.022000
Kernel 2: 105.921997
Copyback: 0.018000
Sum: 0.033000
It 13,Best ac:0.005968 0.875000 fi:0.266194. Ave ac:0.010943,0.013382
Initialization: 7.433000
Memcpy Classifiers: 0.473000
Memcpy Instances: 9.752000
Kernel 1: 0.022000
Kernel 2: 105.653999
Copyback: 0.019000
Sum: 0.032000
It 14,Best ac:0.005753 1.000000 fi:0.149560. Ave ac:0.012137,0.013753
Initialization: 7.091000
Memcpy Classifiers: 0.458000
Memcpy Instances: 10.415000
Kernel 1: 0.022000
Kernel 2: 108.625999
Copyback: 0.018000
Sum: 0.031000
It 15,Best ac:0.005328 1.000000 fi:0.170180. Ave ac:0.012947,0.017853
Initialization: 6.755000
Memcpy Classifiers: 0.403000
Memcpy Instances: 9.263000
Kernel 1: 0.023000
Kernel 2: 107.231003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.009374 0.956522 fi:0.186069. Ave ac:0.010223,0.011838
Initialization: 6.770000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.488000
Kernel 1: 0.022000
Kernel 2: 106.862999
Copyback: 0.018000
Sum: 0.030000
It 17,Best ac:0.008949 0.954545 fi:0.199416. Ave ac:0.011492,0.010982
Initialization: 6.894000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.712000
Kernel 1: 0.023000
Kernel 2: 102.817001
Copyback: 0.018000
Sum: 0.035000
It 18,Best ac:0.005968 0.965517 fi:0.194579. Ave ac:0.009950,0.008908
Initialization: 7.280000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.558000
Kernel 1: 0.022000
Kernel 2: 104.148003
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.006392 0.967742 fi:0.182715. Ave ac:0.009796,0.008737
Initialization: 7.258000
Memcpy Classifiers: 0.439000
Memcpy Instances: 9.586000
Kernel 1: 0.022000
Kernel 2: 104.526001
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.004900 0.958333 fi:0.205542. Ave ac:0.008461,0.008090
Initialization: 7.242000
Memcpy Classifiers: 0.410000
Memcpy Instances: 9.696000
Kernel 1: 0.024000
Kernel 2: 103.380997
Copyback: 0.023000
Sum: 0.031000
It 21,Best ac:0.005541 0.962963 fi:0.187783. Ave ac:0.009599,0.011581
Initialization: 7.069000
Memcpy Classifiers: 0.411000
Memcpy Instances: 9.648000
Kernel 1: 0.023000
Kernel 2: 103.699997
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.006179 0.935484 fi:0.213734. Ave ac:0.009465,0.010052
Initialization: 7.144000
Memcpy Classifiers: 0.386000
Memcpy Instances: 9.977000
Kernel 1: 0.024000
Kernel 2: 105.278000
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.010015 1.000000 fi:0.143764. Ave ac:0.011021,0.011457
Initialization: 7.312000
Memcpy Classifiers: 0.411000
Memcpy Instances: 9.543000
Kernel 1: 0.022000
Kernel 2: 101.808998
Copyback: 0.020000
Sum: 0.035000
It 24,Best ac:0.008097 0.974359 fi:0.166114. Ave ac:0.009731,0.008590
Initialization: 7.031000
Memcpy Classifiers: 0.410000
Memcpy Instances: 9.787000
Kernel 1: 0.023000
Kernel 2: 99.992996
Copyback: 0.371000
Sum: 0.035000
It 25,Best ac:0.004902 1.000000 fi:0.175226. Ave ac:0.007672,0.007145
Initialization: 6.924000
Memcpy Classifiers: 0.409000
Memcpy Instances: 9.289000
Kernel 1: 0.022000
Kernel 2: 100.445000
Copyback: 0.018000
Sum: 0.032000
It 26,Best ac:0.007458 1.000000 fi:0.154355. Ave ac:0.010830,0.009405
Initialization: 7.109000
Memcpy Classifiers: 0.438000
Memcpy Instances: 9.875000
Kernel 1: 0.024000
Kernel 2: 100.115997
Copyback: 0.023000
Sum: 0.033000
It 27,Best ac:0.005966 0.965517 fi:0.177837. Ave ac:0.008567,0.011751
Initialization: 6.995000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.241000
Kernel 1: 0.023000
Kernel 2: 99.540001
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.005968 1.000000 fi:0.133550. Ave ac:0.009651,0.008968
Initialization: 7.108000
Memcpy Classifiers: 0.438000
Memcpy Instances: 9.397000
Kernel 1: 0.024000
Kernel 2: 97.047997
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.005114 0.960000 fi:0.190910. Ave ac:0.008316,0.006927
Initialization: 6.893000
Memcpy Classifiers: 0.820000
Memcpy Instances: 9.739000
Kernel 1: 0.022000
Kernel 2: 94.871002
Copyback: 0.022000
Sum: 0.030000
It 30,Best ac:0.004901 1.000000 fi:0.172444. Ave ac:0.007419,0.006552
Initialization: 6.797000
Memcpy Classifiers: 0.411000
Memcpy Instances: 9.996000
Kernel 1: 0.022000
Kernel 2: 96.070000
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.006392 1.000000 fi:0.140150. Ave ac:0.009227,0.007701
Initialization: 7.235000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.452000
Kernel 1: 0.021000
Kernel 2: 95.848999
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.007460 1.000000 fi:0.128041. Ave ac:0.009614,0.008077
Initialization: 6.836000
Memcpy Classifiers: 0.387000
Memcpy Instances: 9.561000
Kernel 1: 0.025000
Kernel 2: 96.440002
Copyback: 0.018000
Sum: 0.034000
It 33,Best ac:0.005114 1.000000 fi:0.154524. Ave ac:0.009054,0.008186
Initialization: 22.528999
Memcpy Instances: 478.868988
Memcpy Classifiers: 0.071000
Kernel 1: 0.021000
Kernel 2: 500.320007
Copyback: 0.016000
Sum: 0.009000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 495.807007
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 471.782013
Copyback: 0.218000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 482.417999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 508.050995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 495.829010
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 502.067993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.018000
Kernel 2: 498.380005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 502.019989
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 485.612000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 480.562988
Copyback: 0.368000
Sum: 0.000000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 498.609985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 500.792999
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 488.023010
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 291.834015
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.006943 0.882927 fi:0.250293. Ave ac:0.009248,0.033914
Best acc 0.006943 0.882927
Initialization: 8.189000
Memcpy Classifiers: 0.603000
Memcpy Instances: 9.459000
Kernel 1: 0.024000
Kernel 2: 112.058998
Copyback: 0.017000
Sum: 0.036000
Initial population average accuracy1:0.006565 accuracy2:0.299779
Initialization: 7.080000
Memcpy Classifiers: 0.563000
Memcpy Instances: 9.407000
Kernel 1: 0.023000
Kernel 2: 119.788002
Copyback: 0.018000
Sum: 0.037000
It 0,Best ac:0.004689 0.709677 fi:0.446374. Ave ac:0.015118,0.022837
Initialization: 7.507000
Memcpy Classifiers: 0.500000
Memcpy Instances: 9.270000
Kernel 1: 0.022000
Kernel 2: 124.693001
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.011506 0.642857 fi:0.454942. Ave ac:0.019284,0.022816
Initialization: 6.863000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.409000
Kernel 1: 0.023000
Kernel 2: 121.625000
Copyback: 0.018000
Sum: 0.033000
It 2,Best ac:0.011720 0.743243 fi:0.354484. Ave ac:0.020185,0.024974
Initialization: 6.923000
Memcpy Classifiers: 0.547000
Memcpy Instances: 9.543000
Kernel 1: 0.022000
Kernel 2: 122.507004
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.005328 0.781250 fi:0.318639. Ave ac:0.019020,0.021819
Initialization: 6.905000
Memcpy Classifiers: 0.562000
Memcpy Instances: 9.623000
Kernel 1: 0.021000
Kernel 2: 115.363998
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.012995 0.792208 fi:0.305090. Ave ac:0.015394,0.018102
Initialization: 7.723000
Memcpy Classifiers: 0.542000
Memcpy Instances: 10.066000
Kernel 1: 0.023000
Kernel 2: 119.236000
Copyback: 0.018000
Sum: 0.034000
It 5,Best ac:0.007033 0.825000 fi:0.274313. Ave ac:0.017115,0.018941
Initialization: 7.250000
Memcpy Classifiers: 0.557000
Memcpy Instances: 9.764000
Kernel 1: 0.023000
Kernel 2: 113.435997
Copyback: 0.018000
Sum: 0.034000
It 6,Best ac:0.006392 0.882353 fi:0.217176. Ave ac:0.017958,0.024512
Initialization: 7.169000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.250000
Kernel 1: 0.022000
Kernel 2: 116.167999
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.005115 0.857143 fi:0.242818. Ave ac:0.018506,0.024830
Initialization: 6.847000
Memcpy Classifiers: 0.804000
Memcpy Instances: 9.236000
Kernel 1: 0.024000
Kernel 2: 112.053001
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.005327 0.892857 fi:0.207032. Ave ac:0.016828,0.021887
Initialization: 7.111000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.550000
Kernel 1: 0.020000
Kernel 2: 109.844002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.007033 0.891892 fi:0.207421. Ave ac:0.013606,0.019521
Iteration 10:MDL fitness activated
Error 0.207421 TL 0.022889
MDL Theory Length Weight: 3.0206374671 (2)
Initialization: 6.826000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.339000
Kernel 1: 0.022000
Kernel 2: 107.795998
Copyback: 0.276000
Sum: 0.031000
It 10,Best ac:0.005327 1.000000 fi:0.168947. Ave ac:0.012308,0.017514
Initialization: 6.823000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.624000
Kernel 1: 0.022000
Kernel 2: 104.088997
Copyback: 0.018000
Sum: 0.030000
It 11,Best ac:0.005540 0.928571 fi:0.223482. Ave ac:0.012367,0.013812
Initialization: 7.084000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.399000
Kernel 1: 0.021000
Kernel 2: 103.466003
Copyback: 0.018000
Sum: 0.029000
It 12,Best ac:0.005753 1.000000 fi:0.165125. Ave ac:0.011116,0.010866
Initialization: 7.229000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.405000
Kernel 1: 0.021000
Kernel 2: 96.151001
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.005753 0.964286 fi:0.201688. Ave ac:0.010019,0.013270
Initialization: 6.995000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.381000
Kernel 1: 0.022000
Kernel 2: 101.246002
Copyback: 0.016000
Sum: 0.025000
It 14,Best ac:0.007032 0.942857 fi:0.224076. Ave ac:0.012419,0.017650
Initialization: 6.840000
Memcpy Classifiers: 0.348000
Memcpy Instances: 9.435000
Kernel 1: 0.022000
Kernel 2: 97.348000
Copyback: 0.018000
Sum: 0.026000
It 15,Best ac:0.006604 0.911765 fi:0.244769. Ave ac:0.011882,0.011625
Initialization: 6.876000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.410000
Kernel 1: 0.024000
Kernel 2: 93.371002
Copyback: 0.018000
Sum: 0.029000
It 16,Best ac:0.006394 0.967742 fi:0.177903. Ave ac:0.011477,0.012578
Initialization: 7.261000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.248000
Kernel 1: 0.022000
Kernel 2: 94.345001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.005540 1.000000 fi:0.145072. Ave ac:0.010175,0.009795
Initialization: 7.339000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.512000
Kernel 1: 0.022000
Kernel 2: 91.341003
Copyback: 0.017000
Sum: 0.024000
It 18,Best ac:0.006606 1.000000 fi:0.158136. Ave ac:0.010735,0.014145
Initialization: 6.867000
Memcpy Classifiers: 0.265000
Memcpy Instances: 10.023000
Kernel 1: 0.023000
Kernel 2: 89.522003
Copyback: 0.017000
Sum: 0.020000
It 19,Best ac:0.006392 0.967742 fi:0.177903. Ave ac:0.008505,0.008471
Initialization: 7.158000
Memcpy Classifiers: 0.266000
Memcpy Instances: 9.537000
Kernel 1: 0.022000
Kernel 2: 86.000999
Copyback: 0.018000
Sum: 0.025000
It 20,Best ac:0.006820 1.000000 fi:0.172442. Ave ac:0.008521,0.007920
Initialization: 7.276000
Memcpy Classifiers: 0.253000
Memcpy Instances: 9.510000
Kernel 1: 0.021000
Kernel 2: 86.540001
Copyback: 0.017000
Sum: 0.020000
It 21,Best ac:0.005541 0.962963 fi:0.214107. Ave ac:0.008264,0.008008
Initialization: 7.539000
Memcpy Classifiers: 0.249000
Memcpy Instances: 9.546000
Kernel 1: 0.023000
Kernel 2: 86.940002
Copyback: 0.017000
Sum: 0.020000
It 22,Best ac:0.005541 1.000000 fi:0.154568. Ave ac:0.009005,0.007527
Initialization: 7.384000
Memcpy Classifiers: 0.286000
Memcpy Instances: 9.202000
Kernel 1: 0.022000
Kernel 2: 85.115997
Copyback: 0.018000
Sum: 0.026000
It 23,Best ac:0.007245 1.000000 fi:0.141236. Ave ac:0.008756,0.009740
Initialization: 6.860000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.631000
Kernel 1: 0.021000
Kernel 2: 85.796997
Copyback: 0.370000
Sum: 0.026000
It 24,Best ac:0.006391 1.000000 fi:0.149620. Ave ac:0.008498,0.011120
Initialization: 6.907000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.398000
Kernel 1: 0.023000
Kernel 2: 85.146004
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.008312 0.975000 fi:0.169135. Ave ac:0.008244,0.007307
Initialization: 6.839000
Memcpy Classifiers: 0.227000
Memcpy Instances: 9.305000
Kernel 1: 0.024000
Kernel 2: 84.262001
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.004901 1.000000 fi:0.166072. Ave ac:0.008486,0.006585
Initialization: 7.391000
Memcpy Classifiers: 0.230000
Memcpy Instances: 9.417000
Kernel 1: 0.022000
Kernel 2: 85.319000
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.006606 1.000000 fi:0.140823. Ave ac:0.008472,0.007004
Initialization: 7.202000
Memcpy Classifiers: 0.247000
Memcpy Instances: 9.376000
Kernel 1: 0.022000
Kernel 2: 84.598000
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.005968 1.000000 fi:0.146017. Ave ac:0.009023,0.006556
Initialization: 6.874000
Memcpy Classifiers: 0.247000
Memcpy Instances: 9.898000
Kernel 1: 0.022000
Kernel 2: 86.383003
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.005114 1.000000 fi:0.147954. Ave ac:0.008459,0.008219
Initialization: 7.635000
Memcpy Classifiers: 0.248000
Memcpy Instances: 9.379000
Kernel 1: 0.023000
Kernel 2: 85.558998
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.005541 1.000000 fi:0.137300. Ave ac:0.008370,0.005566
Initialization: 6.862000
Memcpy Classifiers: 0.247000
Memcpy Instances: 9.427000
Kernel 1: 0.022000
Kernel 2: 85.905998
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.007456 0.972222 fi:0.172309. Ave ac:0.009267,0.006829
Initialization: 6.889000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.587000
Kernel 1: 0.022000
Kernel 2: 83.750000
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.005327 1.000000 fi:0.152964. Ave ac:0.006837,0.004744
Initialization: 7.499000
Memcpy Classifiers: 0.249000
Memcpy Instances: 9.254000
Kernel 1: 0.021000
Kernel 2: 82.760002
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.007460 0.945946 fi:0.199338. Ave ac:0.006466,0.004409
Initialization: 22.375000
Memcpy Instances: 472.368988
Memcpy Classifiers: 0.049000
Kernel 1: 0.023000
Kernel 2: 447.071014
Copyback: 0.015000
Sum: 0.010000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 447.325012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 436.071991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 457.083008
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 447.864990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 447.364014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 450.980011
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 439.708008
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 450.968994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 440.679993
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 448.410004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 446.315002
Copyback: 0.201000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 452.309998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 451.134003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 264.721008
Copyback: 0.017000
Sum: 0.001000
It 34,Best ac:0.005519 0.908772 fi:0.236413. Ave ac:0.008031,0.028850
Best acc 0.005519 0.908772
Rule:Att PSSM_-2_11 is [>-1.250307]|Att PSSM_-1_7 is [<-3.869181]|Att PSSM_0_12 is [<-4.392047]|Att PSSM_2_7 is [<-2.124244]|1
Accuracy : 0.704255
0	1	
163950	130	
69263	1295	
Removed 1425 instances. 233213 Instances left. Acc of rule 0.005519-0.908772
Initialization: 6.783000
Memcpy Classifiers: 0.595000
Memcpy Instances: 9.540000
Kernel 1: 0.024000
Kernel 2: 111.376999
Copyback: 0.018000
Sum: 0.033000
Initial population average accuracy1:0.005870 accuracy2:0.296684
Initialization: 6.816000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.609000
Kernel 1: 0.025000
Kernel 2: 116.591003
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.007290 0.739130 fi:0.360064. Ave ac:0.012517,0.016042
Initialization: 6.789000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.631000
Kernel 1: 0.023000
Kernel 2: 121.043999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.009861 0.766667 fi:0.331649. Ave ac:0.017646,0.020012
Initialization: 6.607000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.357000
Kernel 1: 0.022000
Kernel 2: 117.168999
Copyback: 0.018000
Sum: 0.033000
It 2,Best ac:0.004716 0.880000 fi:0.260828. Ave ac:0.018078,0.019541
Initialization: 7.144000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.369000
Kernel 1: 0.022000
Kernel 2: 114.060997
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.007503 0.853659 fi:0.245464. Ave ac:0.016187,0.018464
Initialization: 6.672000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.400000
Kernel 1: 0.021000
Kernel 2: 108.538002
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.009005 0.954545 fi:0.144062. Ave ac:0.015864,0.016529
Initialization: 7.616000
Memcpy Classifiers: 0.420000
Memcpy Instances: 9.353000
Kernel 1: 0.023000
Kernel 2: 105.290001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.007290 0.850000 fi:0.249194. Ave ac:0.012869,0.014868
Initialization: 7.972000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.349000
Kernel 1: 0.024000
Kernel 2: 105.031998
Copyback: 0.020000
Sum: 0.031000
It 6,Best ac:0.005575 0.866667 fi:0.233115. Ave ac:0.011153,0.011825
Initialization: 7.224000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.935000
Kernel 1: 0.024000
Kernel 2: 111.225998
Copyback: 0.018000
Sum: 0.026000
It 7,Best ac:0.007717 0.878049 fi:0.221001. Ave ac:0.011470,0.011863
Initialization: 6.836000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.548000
Kernel 1: 0.022000
Kernel 2: 107.750999
Copyback: 0.018000
Sum: 0.030000
It 8,Best ac:0.005360 0.961538 fi:0.138317. Ave ac:0.011520,0.012202
Initialization: 7.219000
Memcpy Classifiers: 0.392000
Memcpy Instances: 9.202000
Kernel 1: 0.022000
Kernel 2: 107.288002
Copyback: 0.018000
Sum: 0.028000
It 9,Best ac:0.005360 0.961538 fi:0.138317. Ave ac:0.010801,0.011328
Iteration 10:MDL fitness activated
Error 0.138317 TL 0.043559
MDL Theory Length Weight: 1.0584564151 (2)
Initialization: 7.327000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.564000
Kernel 1: 0.021000
Kernel 2: 104.518997
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.004716 0.956522 fi:0.213786. Ave ac:0.007320,0.006256
Initialization: 7.232000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.477000
Kernel 1: 0.022000
Kernel 2: 101.468002
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.006647 1.000000 fi:0.129323. Ave ac:0.010499,0.011200
Initialization: 6.760000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.524000
Kernel 1: 0.023000
Kernel 2: 95.667000
Copyback: 0.020000
Sum: 0.034000
It 12,Best ac:0.006647 0.939394 fi:0.200974. Ave ac:0.006861,0.007109
Initialization: 7.322000
Memcpy Classifiers: 0.405000
Memcpy Instances: 9.479000
Kernel 1: 0.022000
Kernel 2: 99.000999
Copyback: 0.018000
Sum: 0.032000
It 13,Best ac:0.004931 0.958333 fi:0.164538. Ave ac:0.005831,0.006637
Initialization: 6.834000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.555000
Kernel 1: 0.022000
Kernel 2: 100.629997
Copyback: 0.018000
Sum: 0.032000
It 14,Best ac:0.006003 0.933333 fi:0.199711. Ave ac:0.008554,0.010774
Initialization: 6.815000
Memcpy Classifiers: 0.389000
Memcpy Instances: 9.784000
Kernel 1: 0.023000
Kernel 2: 102.117996
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.005360 1.000000 fi:0.130618. Ave ac:0.008788,0.009206
Initialization: 7.077000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.302000
Kernel 1: 0.022000
Kernel 2: 104.499001
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.005146 0.960000 fi:0.167213. Ave ac:0.005966,0.006329
Initialization: 7.247000
Memcpy Classifiers: 0.356000
Memcpy Instances: 9.677000
Kernel 1: 0.024000
Kernel 2: 107.160004
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.004930 1.000000 fi:0.132312. Ave ac:0.006897,0.005872
Initialization: 7.067000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.161000
Kernel 1: 0.022000
Kernel 2: 103.463997
Copyback: 0.018000
Sum: 0.030000
It 18,Best ac:0.006647 0.939394 fi:0.196863. Ave ac:0.007530,0.006423
Initialization: 7.063000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.253000
Kernel 1: 0.024000
Kernel 2: 102.778999
Copyback: 0.018000
Sum: 0.034000
It 19,Best ac:0.005788 0.964286 fi:0.162245. Ave ac:0.008025,0.006641
Initialization: 6.794000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.723000
Kernel 1: 0.024000
Kernel 2: 101.004997
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.007504 0.972222 fi:0.153788. Ave ac:0.007043,0.006143
MDL Theory Length Weight: 0.9526107736 (10)
Initialization: 6.767000
Memcpy Classifiers: 0.322000
Memcpy Instances: 10.107000
Kernel 1: 0.022000
Kernel 2: 98.486000
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.007933 0.973684 fi:0.145301. Ave ac:0.008128,0.007687
Initialization: 6.880000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.430000
Kernel 1: 0.022000
Kernel 2: 97.740997
Copyback: 0.018000
Sum: 0.030000
It 22,Best ac:0.006861 1.000000 fi:0.136199. Ave ac:0.008465,0.006608
Initialization: 7.321000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.171000
Kernel 1: 0.024000
Kernel 2: 101.773003
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.005360 1.000000 fi:0.124811. Ave ac:0.007256,0.005528
Initialization: 7.188000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.606000
Kernel 1: 0.023000
Kernel 2: 96.549004
Copyback: 0.018000
Sum: 0.030000
It 24,Best ac:0.004931 0.958333 fi:0.174308. Ave ac:0.006801,0.005389
Initialization: 8.051000
Memcpy Classifiers: 0.345000
Memcpy Instances: 9.466000
Kernel 1: 0.023000
Kernel 2: 96.228996
Copyback: 0.019000
Sum: 0.028000
It 25,Best ac:0.004931 0.958333 fi:0.179651. Ave ac:0.006461,0.006790
Initialization: 7.091000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.591000
Kernel 1: 0.026000
Kernel 2: 101.683998
Copyback: 0.018000
Sum: 0.029000
It 26,Best ac:0.005575 0.962963 fi:0.154913. Ave ac:0.007346,0.008088
Initialization: 7.034000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.533000
Kernel 1: 0.021000
Kernel 2: 97.910004
Copyback: 0.017000
Sum: 0.028000
It 27,Best ac:0.004930 0.884615 fi:0.239920. Ave ac:0.006622,0.004993
Initialization: 7.291000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.252000
Kernel 1: 0.021000
Kernel 2: 96.677002
Copyback: 0.370000
Sum: 0.031000
It 28,Best ac:0.007075 0.970588 fi:0.156196. Ave ac:0.009000,0.009694
Initialization: 7.106000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.965000
Kernel 1: 0.024000
Kernel 2: 97.481003
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.005573 1.000000 fi:0.128000. Ave ac:0.007552,0.007243
Initialization: 6.825000
Memcpy Classifiers: 0.342000
Memcpy Instances: 10.493000
Kernel 1: 0.025000
Kernel 2: 95.100998
Copyback: 0.018000
Sum: 0.030000
It 30,Best ac:0.005146 0.960000 fi:0.161382. Ave ac:0.005460,0.005239
Initialization: 7.090000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.387000
Kernel 1: 0.023000
Kernel 2: 95.369003
Copyback: 0.026000
Sum: 0.039000
It 31,Best ac:0.006860 1.000000 fi:0.125084. Ave ac:0.007389,0.006063
Initialization: 7.009000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.143000
Kernel 1: 0.024000
Kernel 2: 93.785004
Copyback: 0.018000
Sum: 0.035000
It 32,Best ac:0.006647 0.968750 fi:0.156183. Ave ac:0.008016,0.006560
MDL Theory Length Weight: 0.8573496962 (10)
Initialization: 6.826000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.416000
Kernel 1: 0.024000
Kernel 2: 93.252998
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.006647 0.968750 fi:0.145465. Ave ac:0.007689,0.007177
Initialization: 22.655001
Memcpy Instances: 471.980011
Memcpy Classifiers: 0.060000
Kernel 1: 0.024000
Kernel 2: 483.756989
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 453.065002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 461.748993
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 453.817993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 467.450012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 475.734985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 459.759003
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 472.319000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 471.114990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 460.615997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 480.138000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 468.002991
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 473.161987
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 449.239990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 281.216003
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005064 0.879375 fi:0.253755. Ave ac:0.006813,0.024461
Best acc 0.005064 0.879375
Initialization: 7.635000
Memcpy Classifiers: 0.554000
Memcpy Instances: 9.260000
Kernel 1: 0.024000
Kernel 2: 113.490997
Copyback: 0.018000
Sum: 0.032000
Initial population average accuracy1:0.006828 accuracy2:0.289943
Initialization: 6.856000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.833000
Kernel 1: 0.021000
Kernel 2: 121.099998
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.006003 0.717949 fi:0.381686. Ave ac:0.014024,0.020647
Initialization: 7.179000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.354000
Kernel 1: 0.024000
Kernel 2: 122.691002
Copyback: 0.019000
Sum: 0.030000
It 1,Best ac:0.004930 0.676471 fi:0.425305. Ave ac:0.016415,0.020180
Initialization: 7.107000
Memcpy Classifiers: 0.455000
Memcpy Instances: 9.176000
Kernel 1: 0.022000
Kernel 2: 115.203003
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.006431 0.750000 fi:0.349490. Ave ac:0.016582,0.019194
Initialization: 6.921000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.317000
Kernel 1: 0.023000
Kernel 2: 113.570999
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.008362 0.735849 fi:0.362978. Ave ac:0.016033,0.019532
Initialization: 6.827000
Memcpy Classifiers: 0.411000
Memcpy Instances: 9.379000
Kernel 1: 0.024000
Kernel 2: 109.613998
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.007933 0.840909 fi:0.258065. Ave ac:0.014187,0.016550
Initialization: 6.771000
Memcpy Classifiers: 0.382000
Memcpy Instances: 10.129000
Kernel 1: 0.022000
Kernel 2: 106.026001
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.010720 0.909091 fi:0.188929. Ave ac:0.013927,0.014608
Initialization: 7.307000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.219000
Kernel 1: 0.022000
Kernel 2: 105.509003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.011149 0.852459 fi:0.245414. Ave ac:0.013089,0.013790
Initialization: 6.828000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.351000
Kernel 1: 0.023000
Kernel 2: 103.828003
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.004503 1.000000 fi:0.179290. Ave ac:0.012753,0.011939
Initialization: 6.944000
Memcpy Classifiers: 0.426000
Memcpy Instances: 9.164000
Kernel 1: 0.023000
Kernel 2: 104.924004
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.005359 0.892857 fi:0.206999. Ave ac:0.013821,0.014393
Initialization: 6.852000
Memcpy Classifiers: 0.403000
Memcpy Instances: 9.605000
Kernel 1: 0.022000
Kernel 2: 103.879997
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.006861 0.969697 fi:0.129644. Ave ac:0.011916,0.011934
Iteration 10:MDL fitness activated
Error 0.129644 TL 0.028118
MDL Theory Length Weight: 1.5368855832 (1)
Initialization: 7.075000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.921000
Kernel 1: 0.023000
Kernel 2: 105.522003
Copyback: 0.018000
Sum: 0.035000
It 10,Best ac:0.005145 0.923077 fi:0.214457. Ave ac:0.013266,0.015219
Initialization: 6.867000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.509000
Kernel 1: 0.022000
Kernel 2: 100.750999
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.007075 0.916667 fi:0.232538. Ave ac:0.010142,0.010553
Initialization: 6.848000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.539000
Kernel 1: 0.023000
Kernel 2: 98.599998
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.006217 0.966667 fi:0.166425. Ave ac:0.009841,0.008071
Initialization: 7.298000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.146000
Kernel 1: 0.029000
Kernel 2: 94.170998
Copyback: 0.018000
Sum: 0.035000
It 13,Best ac:0.005360 0.961538 fi:0.176690. Ave ac:0.009323,0.009710
Initialization: 6.767000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.187000
Kernel 1: 0.023000
Kernel 2: 94.911003
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.005789 0.931034 fi:0.206021. Ave ac:0.008559,0.007436
Initialization: 8.658000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.156000
Kernel 1: 0.023000
Kernel 2: 93.134003
Copyback: 0.018000
Sum: 0.034000
It 15,Best ac:0.009863 0.920000 fi:0.215216. Ave ac:0.010343,0.010646
Initialization: 6.932000
Memcpy Classifiers: 0.891000
Memcpy Instances: 9.158000
Kernel 1: 0.021000
Kernel 2: 91.685997
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.005575 1.000000 fi:0.136180. Ave ac:0.011178,0.009012
Initialization: 7.569000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.154000
Kernel 1: 0.022000
Kernel 2: 92.750999
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.005360 0.925926 fi:0.207681. Ave ac:0.008344,0.007049
Initialization: 7.054000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.172000
Kernel 1: 0.022000
Kernel 2: 94.654999
Copyback: 0.018000
Sum: 0.031000
It 18,Best ac:0.007290 0.944444 fi:0.181516. Ave ac:0.010264,0.009262
Initialization: 7.045000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.899000
Kernel 1: 0.023000
Kernel 2: 93.533997
Copyback: 0.018000
Sum: 0.032000
It 19,Best ac:0.004930 0.958333 fi:0.177764. Ave ac:0.008206,0.007585
Initialization: 6.896000
Memcpy Classifiers: 0.284000
Memcpy Instances: 10.434000
Kernel 1: 0.022000
Kernel 2: 94.404999
Copyback: 0.018000
Sum: 0.031000
It 20,Best ac:0.006002 0.875000 fi:0.262273. Ave ac:0.006309,0.005699
Initialization: 7.090000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.857000
Kernel 1: 0.023000
Kernel 2: 92.116997
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.005145 0.923077 fi:0.211008. Ave ac:0.008252,0.009150
Initialization: 7.054000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.852000
Kernel 1: 0.022000
Kernel 2: 92.883003
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.009005 0.954545 fi:0.173787. Ave ac:0.009893,0.010889
Initialization: 7.088000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.200000
Kernel 1: 0.025000
Kernel 2: 91.348000
Copyback: 0.018000
Sum: 0.030000
It 23,Best ac:0.005575 0.928571 fi:0.213427. Ave ac:0.009141,0.007720
Initialization: 6.911000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.412000
Kernel 1: 0.024000
Kernel 2: 92.112999
Copyback: 0.018000
Sum: 0.030000
It 24,Best ac:0.006003 0.875000 fi:0.254735. Ave ac:0.006360,0.010089
Initialization: 6.798000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.240000
Kernel 1: 0.022000
Kernel 2: 91.525002
Copyback: 0.018000
Sum: 0.033000
It 25,Best ac:0.005360 0.925926 fi:0.205839. Ave ac:0.009630,0.009413
MDL Theory Length Weight: 1.3831970249 (10)
Initialization: 6.883000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.935000
Kernel 1: 0.023000
Kernel 2: 94.105003
Copyback: 0.018000
Sum: 0.031000
It 26,Best ac:0.006217 0.966667 fi:0.159844. Ave ac:0.008733,0.009954
Initialization: 6.908000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.139000
Kernel 1: 0.024000
Kernel 2: 95.179001
Copyback: 0.019000
Sum: 0.029000
It 27,Best ac:0.007504 0.921053 fi:0.206451. Ave ac:0.009518,0.007444
Initialization: 7.281000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.347000
Kernel 1: 0.024000
Kernel 2: 93.227997
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.005573 0.962963 fi:0.161951. Ave ac:0.007874,0.006672
Initialization: 7.062000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.242000
Kernel 1: 0.022000
Kernel 2: 91.787003
Copyback: 0.018000
Sum: 0.029000
It 29,Best ac:0.005575 0.928571 fi:0.198770. Ave ac:0.006112,0.005094
Initialization: 6.753000
Memcpy Classifiers: 0.284000
Memcpy Instances: 10.355000
Kernel 1: 0.022000
Kernel 2: 91.681000
Copyback: 0.371000
Sum: 0.031000
It 30,Best ac:0.007504 0.921053 fi:0.212604. Ave ac:0.009418,0.010014
Initialization: 8.071000
Memcpy Classifiers: 0.306000
Memcpy Instances: 9.355000
Kernel 1: 0.025000
Kernel 2: 90.855003
Copyback: 0.018000
Sum: 0.030000
It 31,Best ac:0.007075 0.970588 fi:0.162073. Ave ac:0.007160,0.005333
Initialization: 6.814000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.387000
Kernel 1: 0.022000
Kernel 2: 91.665001
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.005360 1.000000 fi:0.144313. Ave ac:0.007877,0.009016
Initialization: 7.575000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.203000
Kernel 1: 0.024000
Kernel 2: 93.825996
Copyback: 0.020000
Sum: 0.030000
It 33,Best ac:0.005788 0.931034 fi:0.197408. Ave ac:0.007675,0.008261
Initialization: 22.070999
Memcpy Instances: 470.653992
Memcpy Classifiers: 0.053000
Kernel 1: 0.024000
Kernel 2: 464.191010
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 457.165985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 460.299011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 458.265015
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 467.415009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 472.834991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 466.330994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 472.772003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 456.395996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 450.299011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 468.287994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 475.403992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 465.497009
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 466.653992
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 281.006989
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.006432 0.855188 fi:0.271860. Ave ac:0.007368,0.026232
Best acc 0.006432 0.855188
Rule:Att PSSM_-4_3 is [<3.902554]|Att PSSM_-2_12 is [-6.518408,2.738065]|Att PSSM_-1_4 is [<0.548038]|Att PSSM_-1_7 is [-6.199277,3.358099]|Att PSSM_0_4 is [<7.018625]|Att PSSM_0_9 is [<-4.152702]|Att PSSM_0_17 is [-5.413825,3.413825]|Att PSSM_0_18 is [-6.548143,2.623749]|Att PSSM_1_2 is [<-3.125147]|Att PSSM_1_14 is [-3.146560,7.137150]|Att PSSM_2_3 is [-6.377772,2.377772]|Att PSSM_2_6 is [-5.445529,4.896894]|Att PSSM_3_6 is [<1.289307]|Att PSSM_3_12 is [-5.456995,-0.543005]|Att PSSM_4_12 is [<-0.083673]|1
Accuracy : 0.708598
0	1	
163788	292	
68082	2476	
Removed 1343 instances. 231870 Instances left. Acc of rule 0.005064-0.879375
Initialization: 6.732000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.505000
Kernel 1: 0.025000
Kernel 2: 112.992996
Copyback: 0.017000
Sum: 0.037000
Initial population average accuracy1:0.006173 accuracy2:0.292123
Initialization: 7.141000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.636000
Kernel 1: 0.024000
Kernel 2: 121.688004
Copyback: 0.018000
Sum: 0.036000
It 0,Best ac:0.006470 0.681818 fi:0.417631. Ave ac:0.012077,0.016696
Initialization: 6.685000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.617000
Kernel 1: 0.022000
Kernel 2: 117.570999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.031048 0.688995 fi:0.404241. Ave ac:0.015292,0.019861
Initialization: 7.162000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.765000
Kernel 1: 0.024000
Kernel 2: 117.206001
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.012290 0.721519 fi:0.375916. Ave ac:0.015512,0.016862
Initialization: 6.830000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.362000
Kernel 1: 0.022000
Kernel 2: 117.107002
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.005606 0.838710 fi:0.261040. Ave ac:0.018386,0.019449
Initialization: 7.206000
Memcpy Classifiers: 0.384000
Memcpy Instances: 9.140000
Kernel 1: 0.023000
Kernel 2: 114.499001
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.006684 0.861111 fi:0.238265. Ave ac:0.017251,0.021753
Initialization: 6.860000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.327000
Kernel 1: 0.023000
Kernel 2: 112.129997
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.008195 0.844444 fi:0.254409. Ave ac:0.017465,0.018703
Initialization: 6.833000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.596000
Kernel 1: 0.024000
Kernel 2: 110.414001
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.007332 0.829268 fi:0.269884. Ave ac:0.013163,0.014318
Initialization: 7.078000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.280000
Kernel 1: 0.024000
Kernel 2: 107.130997
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.008624 0.869565 fi:0.229139. Ave ac:0.012199,0.011917
Initialization: 6.759000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.386000
Kernel 1: 0.025000
Kernel 2: 103.528000
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.009707 0.882353 fi:0.215976. Ave ac:0.012924,0.011421
Initialization: 7.317000
Memcpy Classifiers: 0.382000
Memcpy Instances: 10.267000
Kernel 1: 0.023000
Kernel 2: 102.617996
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.009705 0.900000 fi:0.198329. Ave ac:0.012021,0.012523
Iteration 10:MDL fitness activated
Error 0.198329 TL 0.029493
MDL Theory Length Weight: 2.2415125956 (1)
Initialization: 7.059000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.277000
Kernel 1: 0.024000
Kernel 2: 102.138000
Copyback: 0.018000
Sum: 0.029000
It 10,Best ac:0.007117 0.916667 fi:0.265140. Ave ac:0.011756,0.012365
Initialization: 7.291000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.499000
Kernel 1: 0.024000
Kernel 2: 102.321999
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.006038 0.933333 fi:0.257851. Ave ac:0.010441,0.011275
Initialization: 7.203000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.391000
Kernel 1: 0.023000
Kernel 2: 101.021004
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.005606 0.928571 fi:0.256582. Ave ac:0.011799,0.011560
Initialization: 6.785000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.359000
Kernel 1: 0.023000
Kernel 2: 98.878998
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.005390 1.000000 fi:0.187150. Ave ac:0.010027,0.009643
Initialization: 6.802000
Memcpy Classifiers: 2.241000
Memcpy Instances: 9.100000
Kernel 1: 0.025000
Kernel 2: 97.192001
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.005606 0.838710 fi:0.319981. Ave ac:0.009971,0.009468
Initialization: 6.720000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.451000
Kernel 1: 0.023000
Kernel 2: 97.304001
Copyback: 0.018000
Sum: 0.034000
It 15,Best ac:0.006687 0.939394 fi:0.225149. Ave ac:0.009472,0.009356
Initialization: 7.241000
Memcpy Classifiers: 0.383000
Memcpy Instances: 9.592000
Kernel 1: 0.023000
Kernel 2: 97.615997
Copyback: 0.018000
Sum: 0.028000
It 16,Best ac:0.006468 1.000000 fi:0.174531. Ave ac:0.010329,0.010447
Initialization: 6.826000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.414000
Kernel 1: 0.023000
Kernel 2: 97.167000
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.005175 0.923077 fi:0.270926. Ave ac:0.008384,0.007090
Initialization: 7.146000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.632000
Kernel 1: 0.024000
Kernel 2: 97.278999
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.005390 0.925926 fi:0.224070. Ave ac:0.009743,0.008173
Initialization: 6.892000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.375000
Kernel 1: 0.022000
Kernel 2: 99.064003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.006254 0.966667 fi:0.220232. Ave ac:0.010952,0.011130
Initialization: 7.395000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.228000
Kernel 1: 0.025000
Kernel 2: 98.271004
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.005607 0.962963 fi:0.224111. Ave ac:0.008502,0.006989
Initialization: 6.789000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.079000
Kernel 1: 0.025000
Kernel 2: 95.390999
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.005390 1.000000 fi:0.169661. Ave ac:0.008220,0.010353
Initialization: 6.886000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.316000
Kernel 1: 0.024000
Kernel 2: 98.700996
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.005390 1.000000 fi:0.166271. Ave ac:0.009167,0.007637
Initialization: 7.027000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.291000
Kernel 1: 0.024000
Kernel 2: 99.143997
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.005607 0.962963 fi:0.207476. Ave ac:0.009017,0.007665
Initialization: 6.985000
Memcpy Classifiers: 0.831000
Memcpy Instances: 10.099000
Kernel 1: 0.024000
Kernel 2: 98.188004
Copyback: 0.018000
Sum: 0.033000
It 24,Best ac:0.005390 0.925926 fi:0.246267. Ave ac:0.009119,0.007151
Initialization: 6.766000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.146000
Kernel 1: 0.024000
Kernel 2: 97.286003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.008626 0.909091 fi:0.250313. Ave ac:0.007935,0.007811
Initialization: 6.765000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.459000
Kernel 1: 0.023000
Kernel 2: 95.279999
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.005606 1.000000 fi:0.174761. Ave ac:0.008323,0.006789
Initialization: 6.992000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.244000
Kernel 1: 0.023000
Kernel 2: 96.593002
Copyback: 0.018000
Sum: 0.034000
It 27,Best ac:0.006468 0.937500 fi:0.222817. Ave ac:0.009672,0.008797
Initialization: 7.177000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.429000
Kernel 1: 0.024000
Kernel 2: 96.071999
Copyback: 0.017000
Sum: 0.036000
It 28,Best ac:0.006038 1.000000 fi:0.155454. Ave ac:0.008823,0.007205
Initialization: 6.747000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.889000
Kernel 1: 0.025000
Kernel 2: 94.250000
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.006040 0.965517 fi:0.199562. Ave ac:0.007466,0.006161
Initialization: 6.784000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.098000
Kernel 1: 0.025000
Kernel 2: 94.207001
Copyback: 0.018000
Sum: 0.032000
It 30,Best ac:0.006038 0.933333 fi:0.232712. Ave ac:0.008829,0.006458
Initialization: 6.855000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.128000
Kernel 1: 0.026000
Kernel 2: 92.677002
Copyback: 0.018000
Sum: 0.033000
It 31,Best ac:0.005821 0.964286 fi:0.213795. Ave ac:0.008806,0.007490
Initialization: 6.985000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.091000
Kernel 1: 0.026000
Kernel 2: 93.366997
Copyback: 0.371000
Sum: 0.030000
It 32,Best ac:0.007331 0.971429 fi:0.183576. Ave ac:0.008697,0.006707
Initialization: 6.921000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.151000
Kernel 1: 0.024000
Kernel 2: 88.725998
Copyback: 0.018000
Sum: 0.031000
It 33,Best ac:0.004959 1.000000 fi:0.171790. Ave ac:0.008211,0.005859
Initialization: 22.363001
Memcpy Instances: 461.855988
Memcpy Classifiers: 0.063000
Kernel 1: 0.023000
Kernel 2: 460.470001
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 474.816986
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.062000
Kernel 1: 0.017000
Kernel 2: 467.708008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 463.812012
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.063000
Kernel 1: 0.023000
Kernel 2: 465.053986
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.062000
Kernel 1: 0.023000
Kernel 2: 463.691010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 464.292999
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 465.846985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 473.196014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 464.524994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 476.153015
Copyback: 0.020000
Sum: 0.003000
Memcpy Classifiers: 0.062000
Kernel 1: 0.019000
Kernel 2: 467.858002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 469.066986
Copyback: 0.366000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.016000
Kernel 2: 463.540985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 190.112000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004938 0.879416 fi:0.298970. Ave ac:0.007489,0.026123
Best acc 0.004938 0.879416
Initialization: 7.033000
Memcpy Classifiers: 0.565000
Memcpy Instances: 9.319000
Kernel 1: 0.024000
Kernel 2: 115.402000
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.006481 accuracy2:0.290553
Initialization: 7.132000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.372000
Kernel 1: 0.024000
Kernel 2: 120.870003
Copyback: 0.018000
Sum: 0.061000
It 0,Best ac:0.005176 0.615385 fi:0.484514. Ave ac:0.012845,0.018190
Initialization: 6.795000
Memcpy Classifiers: 0.715000
Memcpy Instances: 10.473000
Kernel 1: 0.024000
Kernel 2: 122.198997
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.005391 0.757576 fi:0.342249. Ave ac:0.016716,0.022186
Initialization: 7.188000
Memcpy Classifiers: 0.543000
Memcpy Instances: 9.362000
Kernel 1: 0.024000
Kernel 2: 118.398003
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.004743 0.666667 fi:0.459022. Ave ac:0.017530,0.022203
Initialization: 6.865000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.583000
Kernel 1: 0.025000
Kernel 2: 117.737999
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.009487 0.771930 fi:0.326476. Ave ac:0.018116,0.019943
Initialization: 7.293000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.083000
Kernel 1: 0.025000
Kernel 2: 117.398003
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.007117 0.825000 fi:0.274225. Ave ac:0.015781,0.018245
Initialization: 6.931000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.414000
Kernel 1: 0.024000
Kernel 2: 108.017998
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.009487 0.814815 fi:0.283591. Ave ac:0.012708,0.015027
Initialization: 7.673000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.408000
Kernel 1: 0.025000
Kernel 2: 106.685997
Copyback: 0.018000
Sum: 0.153000
It 6,Best ac:0.020052 0.801724 fi:0.293023. Ave ac:0.011238,0.011164
Initialization: 6.853000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.594000
Kernel 1: 0.026000
Kernel 2: 105.991997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.008626 0.888889 fi:0.209813. Ave ac:0.011559,0.010075
Initialization: 6.981000
Memcpy Classifiers: 0.623000
Memcpy Instances: 10.199000
Kernel 1: 0.026000
Kernel 2: 103.273003
Copyback: 0.018000
Sum: 0.028000
It 8,Best ac:0.012505 0.865672 fi:0.231689. Ave ac:0.011510,0.010176
Initialization: 6.969000
Memcpy Classifiers: 0.903000
Memcpy Instances: 9.177000
Kernel 1: 0.024000
Kernel 2: 106.580002
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.012290 0.890625 fi:0.206810. Ave ac:0.011271,0.009243
Iteration 10:MDL fitness activated
Error 0.206810 TL 0.036907
MDL Theory Length Weight: 1.8678302168 (1)
Initialization: 7.055000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.309000
Kernel 1: 0.024000
Kernel 2: 109.912003
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.007979 0.902439 fi:0.252133. Ave ac:0.009089,0.006304
Initialization: 6.994000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.101000
Kernel 1: 0.025000
Kernel 2: 107.027000
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.005607 0.928571 fi:0.241465. Ave ac:0.009174,0.006792
Initialization: 6.805000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.126000
Kernel 1: 0.024000
Kernel 2: 104.947998
Copyback: 0.018000
Sum: 0.029000
It 12,Best ac:0.006037 0.965517 fi:0.217080. Ave ac:0.008373,0.006636
Initialization: 8.086000
Memcpy Classifiers: 0.383000
Memcpy Instances: 10.313000
Kernel 1: 0.025000
Kernel 2: 104.927002
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.009918 0.920000 fi:0.238493. Ave ac:0.009594,0.007308
Initialization: 6.838000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.908000
Kernel 1: 0.024000
Kernel 2: 103.908997
Copyback: 0.018000
Sum: 0.031000
It 14,Best ac:0.005821 0.931034 fi:0.228799. Ave ac:0.009915,0.006525
Initialization: 7.321000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.177000
Kernel 1: 0.028000
Kernel 2: 107.561996
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.007332 0.918919 fi:0.237866. Ave ac:0.008314,0.005587
Initialization: 7.196000
Memcpy Classifiers: 0.383000
Memcpy Instances: 9.375000
Kernel 1: 0.024000
Kernel 2: 103.763000
Copyback: 0.018000
Sum: 0.028000
It 16,Best ac:0.006038 0.933333 fi:0.228927. Ave ac:0.008158,0.005888
Initialization: 6.788000
Memcpy Classifiers: 0.410000
Memcpy Instances: 9.502000
Kernel 1: 0.023000
Kernel 2: 99.625000
Copyback: 0.019000
Sum: 0.031000
It 17,Best ac:0.009271 0.934783 fi:0.214336. Ave ac:0.008089,0.006401
Initialization: 7.370000
Memcpy Classifiers: 0.384000
Memcpy Instances: 9.121000
Kernel 1: 0.025000
Kernel 2: 97.780998
Copyback: 0.018000
Sum: 0.037000
It 18,Best ac:0.009705 0.957447 fi:0.205036. Ave ac:0.008148,0.005513
Initialization: 6.898000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.098000
Kernel 1: 0.025000
Kernel 2: 95.260002
Copyback: 0.019000
Sum: 0.034000
It 19,Best ac:0.004743 0.916667 fi:0.261744. Ave ac:0.007406,0.005138
Initialization: 7.217000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.359000
Kernel 1: 0.024000
Kernel 2: 99.125999
Copyback: 0.018000
Sum: 0.028000
It 20,Best ac:0.008409 0.928571 fi:0.222581. Ave ac:0.009585,0.006903
Initialization: 7.328000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.372000
Kernel 1: 0.024000
Kernel 2: 96.153999
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.006684 0.968750 fi:0.193050. Ave ac:0.009028,0.007708
Initialization: 7.079000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.248000
Kernel 1: 0.024000
Kernel 2: 97.456001
Copyback: 0.018000
Sum: 0.034000
It 22,Best ac:0.005390 0.961538 fi:0.199351. Ave ac:0.009299,0.006903
Initialization: 6.901000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.146000
Kernel 1: 0.024000
Kernel 2: 97.359001
Copyback: 0.018000
Sum: 0.035000
It 23,Best ac:0.005176 1.000000 fi:0.161166. Ave ac:0.008729,0.008231
Initialization: 7.067000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.131000
Kernel 1: 0.026000
Kernel 2: 94.723999
Copyback: 0.018000
Sum: 0.032000
It 24,Best ac:0.006254 0.935484 fi:0.216236. Ave ac:0.007688,0.006300
Initialization: 7.092000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.261000
Kernel 1: 0.024000
Kernel 2: 94.404999
Copyback: 0.018000
Sum: 0.032000
It 25,Best ac:0.005175 1.000000 fi:0.164609. Ave ac:0.008472,0.007468
Initialization: 7.083000
Memcpy Classifiers: 0.353000
Memcpy Instances: 10.326000
Kernel 1: 0.025000
Kernel 2: 95.692001
Copyback: 0.018000
Sum: 0.033000
It 26,Best ac:0.005175 0.960000 fi:0.200133. Ave ac:0.007705,0.008785
Initialization: 7.023000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.332000
Kernel 1: 0.024000
Kernel 2: 92.403999
Copyback: 0.018000
Sum: 0.032000
It 27,Best ac:0.007981 0.902439 fi:0.243723. Ave ac:0.009008,0.006874
Initialization: 7.236000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.488000
Kernel 1: 0.024000
Kernel 2: 97.375999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.004744 1.000000 fi:0.173623. Ave ac:0.008951,0.008413
Initialization: 6.897000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.766000
Kernel 1: 0.026000
Kernel 2: 92.588997
Copyback: 0.019000
Sum: 0.033000
It 29,Best ac:0.004743 1.000000 fi:0.171292. Ave ac:0.008199,0.006105
Initialization: 6.850000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.430000
Kernel 1: 0.025000
Kernel 2: 92.204002
Copyback: 0.018000
Sum: 0.034000
It 30,Best ac:0.004743 0.956522 fi:0.234827. Ave ac:0.009127,0.006880
Initialization: 6.792000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.257000
Kernel 1: 0.024000
Kernel 2: 94.611000
Copyback: 0.018000
Sum: 0.032000
It 31,Best ac:0.004960 0.958333 fi:0.188497. Ave ac:0.009371,0.007781
Initialization: 6.762000
Memcpy Classifiers: 0.673000
Memcpy Instances: 9.260000
Kernel 1: 0.025000
Kernel 2: 94.182999
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.008628 0.909091 fi:0.236186. Ave ac:0.008740,0.007194
MDL Theory Length Weight: 1.6810471952 (10)
Initialization: 7.143000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.411000
Kernel 1: 0.040000
Kernel 2: 93.917000
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.006900 0.969697 fi:0.178844. Ave ac:0.007806,0.005713
Initialization: 23.540001
Memcpy Instances: 464.924011
Memcpy Classifiers: 0.062000
Kernel 1: 0.026000
Kernel 2: 477.200012
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 486.824005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 495.423004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 481.598999
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 499.151001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 481.481995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 489.747986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 488.914001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 487.165985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 489.026001
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.016000
Kernel 2: 480.115997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 492.411011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 486.481995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 473.912994
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 189.391998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.006659 0.844639 fi:0.301721. Ave ac:0.008894,0.032108
Best acc 0.006659 0.844639
Rule:Att PSSM_-2_7 is [-6.783632,-1.216368]|Att PSSM_-1_6 is [<-2.643021]|Att PSSM_0_2 is [-6.955458,-3.044542]|Att PSSM_0_4 is [-7.461999,-4.819323]|Att PSSM_0_12 is [<-3.571591]|Att PSSM_0_13 is [<10.703155]|Att PSSM_1_6 is [<-1.357820]|Att PSSM_1_15 is [<-1.764399]|Att PSSM_2_7 is [<5.895735]|Att PSSM_3_13 is [<10.920753]|Att PSSM_4_2 is [<-1.639561]|Att PSSM_4_9 is [-5.211311,4.325068]|1
Accuracy : 0.712809
0	1	
163631	449	
66937	3621	
Removed 1302 instances. 230568 Instances left. Acc of rule 0.004938-0.879416
Initialization: 6.968000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.841000
Kernel 1: 0.026000
Kernel 2: 111.649002
Copyback: 0.018000
Sum: 0.035000
Initial population average accuracy1:0.006528 accuracy2:0.276716
Initialization: 7.329000
Memcpy Classifiers: 0.527000
Memcpy Instances: 9.038000
Kernel 1: 0.028000
Kernel 2: 115.915001
Copyback: 0.018000
Sum: 0.063000
It 0,Best ac:0.006506 0.714286 fi:0.385127. Ave ac:0.014010,0.017503
Initialization: 6.733000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.228000
Kernel 1: 0.025000
Kernel 2: 117.973000
Copyback: 0.018000
Sum: 0.030000
It 1,Best ac:0.006723 0.794872 fi:0.304465. Ave ac:0.017545,0.020158
Initialization: 7.703000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.360000
Kernel 1: 0.023000
Kernel 2: 116.063004
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.006072 0.875000 fi:0.224564. Ave ac:0.017682,0.024061
Initialization: 7.135000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.374000
Kernel 1: 0.025000
Kernel 2: 110.443001
Copyback: 0.018000
Sum: 0.028000
It 3,Best ac:0.009540 0.785714 fi:0.312635. Ave ac:0.014448,0.016480
Initialization: 7.447000
Memcpy Classifiers: 0.472000
Memcpy Instances: 9.364000
Kernel 1: 0.022000
Kernel 2: 108.695000
Copyback: 0.018000
Sum: 0.030000
It 4,Best ac:0.009107 0.823529 fi:0.274972. Ave ac:0.013748,0.014357
Initialization: 7.593000
Memcpy Classifiers: 0.455000
Memcpy Instances: 9.058000
Kernel 1: 0.023000
Kernel 2: 109.677002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.006938 0.864865 fi:0.234396. Ave ac:0.012431,0.011253
Initialization: 7.102000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.300000
Kernel 1: 0.022000
Kernel 2: 109.876999
Copyback: 0.018000
Sum: 0.035000
It 6,Best ac:0.007158 0.891892 fi:0.207291. Ave ac:0.008909,0.008203
Initialization: 7.191000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.080000
Kernel 1: 0.026000
Kernel 2: 106.691002
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.005204 0.857143 fi:0.242725. Ave ac:0.010423,0.010802
Initialization: 6.969000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.043000
Kernel 1: 0.025000
Kernel 2: 107.315002
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.005639 1.000000 fi:0.099716. Ave ac:0.009374,0.009700
Initialization: 6.985000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.171000
Kernel 1: 0.024000
Kernel 2: 107.656998
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.007809 0.878049 fi:0.220906. Ave ac:0.009407,0.008579
Iteration 10:MDL fitness activated
Error 0.220906 TL 0.045263
MDL Theory Length Weight: 1.6268214517 (2)
Initialization: 6.752000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.272000
Kernel 1: 0.024000
Kernel 2: 106.330002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.005421 0.961538 fi:0.204030. Ave ac:0.009036,0.008793
Initialization: 6.983000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.318000
Kernel 1: 0.024000
Kernel 2: 104.792999
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.004771 0.916667 fi:0.268828. Ave ac:0.009871,0.008726
Initialization: 6.730000
Memcpy Classifiers: 0.585000
Memcpy Instances: 9.082000
Kernel 1: 0.025000
Kernel 2: 103.003998
Copyback: 0.018000
Sum: 0.028000
It 12,Best ac:0.007157 0.916667 fi:0.214457. Ave ac:0.008376,0.008190
Initialization: 7.184000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.121000
Kernel 1: 0.024000
Kernel 2: 105.404999
Copyback: 0.017000
Sum: 0.028000
It 13,Best ac:0.005421 0.961538 fi:0.200354. Ave ac:0.011324,0.009042
Initialization: 7.169000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.417000
Kernel 1: 0.024000
Kernel 2: 106.593002
Copyback: 0.020000
Sum: 0.028000
It 14,Best ac:0.005639 0.896552 fi:0.257792. Ave ac:0.008616,0.007197
Initialization: 6.809000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.411000
Kernel 1: 0.025000
Kernel 2: 106.736000
Copyback: 0.017000
Sum: 0.027000
It 15,Best ac:0.005856 0.964286 fi:0.187089. Ave ac:0.009000,0.006853
Initialization: 6.774000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.442000
Kernel 1: 0.023000
Kernel 2: 106.290001
Copyback: 0.018000
Sum: 0.032000
It 16,Best ac:0.006289 1.000000 fi:0.152756. Ave ac:0.009669,0.008756
Initialization: 6.745000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.314000
Kernel 1: 0.024000
Kernel 2: 104.714996
Copyback: 0.018000
Sum: 0.030000
It 17,Best ac:0.006288 0.906250 fi:0.252453. Ave ac:0.008974,0.008770
Initialization: 7.266000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.415000
Kernel 1: 0.023000
Kernel 2: 101.592003
Copyback: 0.020000
Sum: 0.034000
It 18,Best ac:0.008892 0.911111 fi:0.243836. Ave ac:0.009556,0.008632
Initialization: 6.685000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.441000
Kernel 1: 0.024000
Kernel 2: 102.459999
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.005637 0.962963 fi:0.196960. Ave ac:0.009709,0.007560
Initialization: 6.811000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.466000
Kernel 1: 0.023000
Kernel 2: 106.728996
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.006725 0.968750 fi:0.196981. Ave ac:0.010666,0.008359
Initialization: 7.485000
Memcpy Classifiers: 0.402000
Memcpy Instances: 9.082000
Kernel 1: 0.025000
Kernel 2: 104.996002
Copyback: 0.018000
Sum: 0.030000
It 21,Best ac:0.004987 0.958333 fi:0.206792. Ave ac:0.008849,0.007868
Initialization: 6.716000
Memcpy Classifiers: 0.420000
Memcpy Instances: 9.050000
Kernel 1: 0.025000
Kernel 2: 107.421997
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.005206 0.960000 fi:0.204568. Ave ac:0.008779,0.006447
Initialization: 7.007000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.195000
Kernel 1: 0.024000
Kernel 2: 104.315002
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.004770 1.000000 fi:0.166611. Ave ac:0.009265,0.006370
Initialization: 7.438000
Memcpy Classifiers: 0.439000
Memcpy Instances: 9.263000
Kernel 1: 0.024000
Kernel 2: 108.081001
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.005856 0.964286 fi:0.187849. Ave ac:0.008052,0.005852
Initialization: 6.959000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.734000
Kernel 1: 0.025000
Kernel 2: 106.320999
Copyback: 0.018000
Sum: 0.033000
It 25,Best ac:0.007592 0.945946 fi:0.215474. Ave ac:0.008704,0.005707
MDL Theory Length Weight: 1.4641393065 (10)
Initialization: 6.997000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.225000
Kernel 1: 0.024000
Kernel 2: 104.349998
Copyback: 0.018000
Sum: 0.033000
It 26,Best ac:0.004987 1.000000 fi:0.151079. Ave ac:0.006353,0.004190
Initialization: 6.721000
Memcpy Classifiers: 0.736000
Memcpy Instances: 9.040000
Kernel 1: 0.025000
Kernel 2: 104.190002
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.007157 1.000000 fi:0.146488. Ave ac:0.008527,0.005151
Initialization: 7.145000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.303000
Kernel 1: 0.025000
Kernel 2: 101.143997
Copyback: 0.018000
Sum: 0.028000
It 28,Best ac:0.005422 1.000000 fi:0.154560. Ave ac:0.006000,0.003933
Initialization: 6.795000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.089000
Kernel 1: 0.024000
Kernel 2: 101.403999
Copyback: 0.018000
Sum: 0.028000
It 29,Best ac:0.004987 0.958333 fi:0.200450. Ave ac:0.006829,0.005182
Initialization: 6.769000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.847000
Kernel 1: 0.025000
Kernel 2: 101.974998
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.006288 0.966667 fi:0.180615. Ave ac:0.005987,0.003848
Initialization: 7.704000
Memcpy Classifiers: 0.402000
Memcpy Instances: 9.328000
Kernel 1: 0.024000
Kernel 2: 102.327003
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.004988 1.000000 fi:0.165244. Ave ac:0.008623,0.004168
Initialization: 7.090000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.335000
Kernel 1: 0.023000
Kernel 2: 103.537003
Copyback: 0.018000
Sum: 0.029000
It 32,Best ac:0.008023 0.948718 fi:0.202822. Ave ac:0.006796,0.002945
Initialization: 6.729000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.639000
Kernel 1: 0.025000
Kernel 2: 105.816002
Copyback: 0.371000
Sum: 0.028000
It 33,Best ac:0.005205 0.923077 fi:0.234440. Ave ac:0.005901,0.003055
Initialization: 22.354000
Memcpy Instances: 461.451996
Memcpy Classifiers: 0.069000
Kernel 1: 0.026000
Kernel 2: 530.557983
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.015000
Kernel 2: 532.036011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 564.184021
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 540.903992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 530.880005
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 539.239990
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 526.000977
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.020000
Kernel 2: 540.245972
Copyback: 0.022000
Sum: 0.006000
Memcpy Classifiers: 0.069000
Kernel 1: 0.023000
Kernel 2: 535.802002
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.068000
Kernel 1: 0.020000
Kernel 2: 523.427979
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 542.088989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 527.093018
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 527.401978
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 529.937988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 204.798996
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005799 0.867056 fi:0.279909. Ave ac:0.007094,0.024716
Best acc 0.005799 0.867056
Initialization: 7.068000
Memcpy Classifiers: 0.528000
Memcpy Instances: 9.895000
Kernel 1: 0.025000
Kernel 2: 113.190002
Copyback: 0.017000
Sum: 0.037000
Initial population average accuracy1:0.005837 accuracy2:0.279523
Initialization: 7.400000
Memcpy Classifiers: 0.494000
Memcpy Instances: 9.047000
Kernel 1: 0.024000
Kernel 2: 117.848000
Copyback: 0.018000
Sum: 0.048000
It 0,Best ac:0.015828 0.618644 fi:0.477503. Ave ac:0.012284,0.018152
Initialization: 6.986000
Memcpy Classifiers: 0.444000
Memcpy Instances: 11.223000
Kernel 1: 0.023000
Kernel 2: 120.902000
Copyback: 0.018000
Sum: 0.036000
It 1,Best ac:0.008239 0.703704 fi:0.395101. Ave ac:0.017819,0.022795
Initialization: 6.837000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.096000
Kernel 1: 0.023000
Kernel 2: 116.902000
Copyback: 0.018000
Sum: 0.033000
It 2,Best ac:0.007589 0.760870 fi:0.338163. Ave ac:0.017822,0.020671
Initialization: 6.765000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.073000
Kernel 1: 0.024000
Kernel 2: 120.984001
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.008675 0.833333 fi:0.265317. Ave ac:0.018550,0.019590
Initialization: 6.712000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.178000
Kernel 1: 0.025000
Kernel 2: 117.169998
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.005639 0.866667 fi:0.233048. Ave ac:0.017927,0.017934
Initialization: 6.952000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.192000
Kernel 1: 0.023000
Kernel 2: 110.722000
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.005204 0.857143 fi:0.242725. Ave ac:0.014118,0.013849
Initialization: 7.286000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.266000
Kernel 1: 0.022000
Kernel 2: 110.154999
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.004987 0.851852 fi:0.248092. Ave ac:0.014915,0.015799
Initialization: 7.281000
Memcpy Classifiers: 0.446000
Memcpy Instances: 9.059000
Kernel 1: 0.024000
Kernel 2: 107.573997
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.005637 0.812500 fi:0.287216. Ave ac:0.014781,0.016025
Initialization: 7.267000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.583000
Kernel 1: 0.021000
Kernel 2: 110.139000
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.007591 0.853659 fi:0.245374. Ave ac:0.013809,0.014062
Initialization: 6.803000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.071000
Kernel 1: 0.026000
Kernel 2: 107.122002
Copyback: 0.018000
Sum: 0.028000
It 9,Best ac:0.005639 0.838710 fi:0.261007. Ave ac:0.013507,0.013087
Iteration 10:MDL fitness activated
Error 0.261007 TL 0.038327
MDL Theory Length Weight: 2.2700112792 (6)
Initialization: 7.222000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.412000
Kernel 1: 0.024000
Kernel 2: 109.041000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.009540 0.785714 fi:0.352226. Ave ac:0.011819,0.012752
Initialization: 7.191000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.306000
Kernel 1: 0.025000
Kernel 2: 106.628998
Copyback: 0.018000
Sum: 0.030000
It 11,Best ac:0.005854 0.931034 fi:0.239497. Ave ac:0.010745,0.010734
Initialization: 7.192000
Memcpy Classifiers: 0.412000
Memcpy Instances: 9.278000
Kernel 1: 0.024000
Kernel 2: 104.036003
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.004988 0.958333 fi:0.244548. Ave ac:0.011063,0.010073
Initialization: 6.722000
Memcpy Classifiers: 0.369000
Memcpy Instances: 9.408000
Kernel 1: 0.025000
Kernel 2: 103.210999
Copyback: 0.018000
Sum: 0.034000
It 13,Best ac:0.004987 0.884615 fi:0.274973. Ave ac:0.011836,0.009440
Initialization: 6.693000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.504000
Kernel 1: 0.024000
Kernel 2: 106.954002
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.005640 0.962963 fi:0.213013. Ave ac:0.011698,0.009696
Initialization: 6.768000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.574000
Kernel 1: 0.025000
Kernel 2: 101.839996
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.008024 0.902439 fi:0.274880. Ave ac:0.010719,0.008731
Initialization: 7.016000
Memcpy Classifiers: 0.403000
Memcpy Instances: 9.019000
Kernel 1: 0.024000
Kernel 2: 100.419998
Copyback: 0.018000
Sum: 0.030000
It 16,Best ac:0.005856 0.964286 fi:0.221484. Ave ac:0.012010,0.009212
Initialization: 6.832000
Memcpy Classifiers: 0.425000
Memcpy Instances: 9.275000
Kernel 1: 0.023000
Kernel 2: 98.653000
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.004987 0.958333 fi:0.226071. Ave ac:0.010367,0.009387
Initialization: 6.675000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.023000
Kernel 1: 0.025000
Kernel 2: 94.873001
Copyback: 0.018000
Sum: 0.030000
It 18,Best ac:0.006072 0.903226 fi:0.275040. Ave ac:0.009852,0.010027
Initialization: 6.764000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.193000
Kernel 1: 0.025000
Kernel 2: 94.129997
Copyback: 0.018000
Sum: 0.032000
It 19,Best ac:0.004771 0.916667 fi:0.258011. Ave ac:0.012306,0.011205
Initialization: 6.744000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.214000
Kernel 1: 0.025000
Kernel 2: 91.363998
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.006723 0.968750 fi:0.196421. Ave ac:0.009166,0.007374
Initialization: 7.665000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.123000
Kernel 1: 0.025000
Kernel 2: 92.560997
Copyback: 0.018000
Sum: 0.028000
It 21,Best ac:0.006940 0.864865 fi:0.306395. Ave ac:0.008337,0.006935
Initialization: 7.181000
Memcpy Classifiers: 0.366000
Memcpy Instances: 9.029000
Kernel 1: 0.023000
Kernel 2: 96.932999
Copyback: 0.018000
Sum: 0.030000
It 22,Best ac:0.005857 0.900000 fi:0.274456. Ave ac:0.009683,0.007481
Initialization: 7.016000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.189000
Kernel 1: 0.024000
Kernel 2: 95.563004
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.005205 0.960000 fi:0.210846. Ave ac:0.010069,0.008258
Initialization: 6.703000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.022000
Kernel 1: 0.027000
Kernel 2: 94.148003
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.005205 0.960000 fi:0.234648. Ave ac:0.009433,0.007529
Initialization: 7.116000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.309000
Kernel 1: 0.025000
Kernel 2: 97.697998
Copyback: 0.018000
Sum: 0.023000
It 25,Best ac:0.007374 0.971429 fi:0.190724. Ave ac:0.008544,0.007190
Initialization: 6.765000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.567000
Kernel 1: 0.023000
Kernel 2: 94.422997
Copyback: 0.018000
Sum: 0.034000
It 26,Best ac:0.005204 0.923077 fi:0.247188. Ave ac:0.009235,0.007241
Initialization: 7.177000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.315000
Kernel 1: 0.024000
Kernel 2: 91.494003
Copyback: 0.018000
Sum: 0.035000
It 27,Best ac:0.006505 0.967742 fi:0.191049. Ave ac:0.008878,0.007207
Initialization: 6.795000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.028000
Kernel 1: 0.026000
Kernel 2: 89.212997
Copyback: 0.018000
Sum: 0.034000
It 28,Best ac:0.005205 0.923077 fi:0.253870. Ave ac:0.008827,0.007779
Initialization: 7.271000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.163000
Kernel 1: 0.025000
Kernel 2: 87.925003
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.004770 0.956522 fi:0.212452. Ave ac:0.006979,0.004840
Initialization: 6.906000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.053000
Kernel 1: 0.022000
Kernel 2: 86.739998
Copyback: 0.018000
Sum: 0.034000
It 30,Best ac:0.005422 0.961538 fi:0.222726. Ave ac:0.006644,0.004992
Initialization: 7.009000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.184000
Kernel 1: 0.024000
Kernel 2: 92.728996
Copyback: 0.021000
Sum: 0.031000
It 31,Best ac:0.005857 1.000000 fi:0.172462. Ave ac:0.007613,0.006013
Initialization: 6.955000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.264000
Kernel 1: 0.022000
Kernel 2: 85.466003
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.007155 0.942857 fi:0.223304. Ave ac:0.006508,0.005148
Initialization: 6.986000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.236000
Kernel 1: 0.025000
Kernel 2: 84.406998
Copyback: 0.018000
Sum: 0.034000
It 33,Best ac:0.004771 1.000000 fi:0.185198. Ave ac:0.007762,0.004449
Initialization: 22.513000
Memcpy Instances: 464.023010
Memcpy Classifiers: 0.063000
Kernel 1: 0.024000
Kernel 2: 448.709015
Copyback: 0.019000
Sum: 0.014000
Memcpy Classifiers: 0.056000
Kernel 1: 0.017000
Kernel 2: 463.213989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.015000
Kernel 2: 465.063995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 452.701996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 466.511993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 467.862000
Copyback: 0.021000
Sum: 0.005000
Memcpy Classifiers: 0.063000
Kernel 1: 0.022000
Kernel 2: 448.165985
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.063000
Kernel 1: 0.017000
Kernel 2: 457.856995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 451.519012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 455.264008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 470.850006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 462.988007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 453.417999
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 442.096008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 183.067001
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.005773 0.876812 fi:0.295680. Ave ac:0.007594,0.026703
Best acc 0.005773 0.876812
Rule:Att PSSM_-3_4 is [<-3.828955]|Att PSSM_-2_15 is [<-3.217184]|Att PSSM_-1_12 is [<-3.884357]|Att PSSM_0_2 is [<-3.723974]|Att PSSM_0_12 is [<-2.019654]|Att PSSM_0_15 is [<3.026627]|Att PSSM_1_12 is [-5.589892,-1.256443]|Att PSSM_2_12 is [-6.116144,-1.883856]|Att PSSM_3_12 is [<4.587985]|1
Accuracy : 0.717684
0	1	
163444	636	
65606	4952	
Removed 1518 instances. 229050 Instances left. Acc of rule 0.005773-0.876812
Initialization: 6.839000
Memcpy Classifiers: 0.561000
Memcpy Instances: 9.364000
Kernel 1: 0.024000
Kernel 2: 113.842003
Copyback: 0.017000
Sum: 0.035000
Initial population average accuracy1:0.007150 accuracy2:0.272120
Initialization: 7.162000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.343000
Kernel 1: 0.024000
Kernel 2: 119.499001
Copyback: 0.017000
Sum: 0.061000
It 0,Best ac:0.030779 0.674641 fi:0.418595. Ave ac:0.014346,0.018844
Initialization: 7.214000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.267000
Kernel 1: 0.021000
Kernel 2: 120.594002
Copyback: 0.019000
Sum: 0.034000
It 1,Best ac:0.005021 0.718750 fi:0.381158. Ave ac:0.016934,0.021612
Initialization: 6.644000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.371000
Kernel 1: 0.023000
Kernel 2: 116.050003
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.006987 0.800000 fi:0.299211. Ave ac:0.016858,0.022055
Initialization: 6.702000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.535000
Kernel 1: 0.023000
Kernel 2: 114.314003
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.004802 0.814815 fi:0.285171. Ave ac:0.017084,0.022429
Initialization: 7.178000
Memcpy Classifiers: 0.418000
Memcpy Instances: 10.234000
Kernel 1: 0.021000
Kernel 2: 111.420998
Copyback: 0.017000
Sum: 0.038000
It 4,Best ac:0.008950 0.788462 fi:0.310051. Ave ac:0.021276,0.024687
Initialization: 6.817000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.168000
Kernel 1: 0.023000
Kernel 2: 108.643997
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.010696 0.816667 fi:0.281226. Ave ac:0.018135,0.022281
Initialization: 7.471000
Memcpy Classifiers: 0.364000
Memcpy Instances: 10.137000
Kernel 1: 0.024000
Kernel 2: 108.369003
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.006769 0.775000 fi:0.324288. Ave ac:0.017049,0.024327
Initialization: 6.697000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.175000
Kernel 1: 0.024000
Kernel 2: 108.134003
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.009168 0.857143 fi:0.241293. Ave ac:0.017596,0.022104
Initialization: 6.698000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.199000
Kernel 1: 0.023000
Kernel 2: 107.897003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.009825 0.803571 fi:0.294632. Ave ac:0.017610,0.021931
Initialization: 6.734000
Memcpy Classifiers: 0.403000
Memcpy Instances: 9.860000
Kernel 1: 0.023000
Kernel 2: 107.977997
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.005457 0.806452 fi:0.293302. Ave ac:0.016396,0.019584
Iteration 10:MDL fitness activated
Error 0.293302 TL 0.030980
MDL Theory Length Weight: 3.1557764889 (3)
Initialization: 6.741000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.140000
Kernel 1: 0.021000
Kernel 2: 106.305000
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.006330 0.966667 fi:0.196103. Ave ac:0.015315,0.017519
Initialization: 6.663000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.622000
Kernel 1: 0.030000
Kernel 2: 102.712997
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.006769 0.815789 fi:0.335585. Ave ac:0.015119,0.016896
Initialization: 7.109000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.976000
Kernel 1: 0.023000
Kernel 2: 101.218002
Copyback: 0.018000
Sum: 0.038000
It 12,Best ac:0.005676 0.866667 fi:0.303918. Ave ac:0.015339,0.020241
Initialization: 7.146000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.446000
Kernel 1: 0.023000
Kernel 2: 97.122002
Copyback: 0.019000
Sum: 0.034000
It 13,Best ac:0.005894 0.931034 fi:0.245247. Ave ac:0.014534,0.017959
Initialization: 7.162000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.327000
Kernel 1: 0.021000
Kernel 2: 94.386002
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.004801 0.916667 fi:0.253360. Ave ac:0.012793,0.013855
Initialization: 7.196000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.237000
Kernel 1: 0.022000
Kernel 2: 94.240997
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.005239 0.857143 fi:0.311106. Ave ac:0.012661,0.012870
Initialization: 6.804000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.507000
Kernel 1: 0.023000
Kernel 2: 91.863998
Copyback: 0.021000
Sum: 0.035000
It 16,Best ac:0.004584 1.000000 fi:0.187897. Ave ac:0.011587,0.011682
Initialization: 7.101000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.294000
Kernel 1: 0.022000
Kernel 2: 91.516998
Copyback: 0.019000
Sum: 0.033000
It 17,Best ac:0.007640 0.921053 fi:0.232275. Ave ac:0.010184,0.013499
Initialization: 7.111000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.452000
Kernel 1: 0.023000
Kernel 2: 93.214996
Copyback: 0.018000
Sum: 0.033000
It 18,Best ac:0.005239 0.960000 fi:0.222543. Ave ac:0.011038,0.011360
Initialization: 6.864000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.007000
Kernel 1: 0.023000
Kernel 2: 93.443001
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.005021 1.000000 fi:0.184576. Ave ac:0.010341,0.010700
Initialization: 7.017000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.970000
Kernel 1: 0.025000
Kernel 2: 93.028000
Copyback: 0.019000
Sum: 0.032000
It 20,Best ac:0.005457 0.925926 fi:0.243264. Ave ac:0.007792,0.006448
Initialization: 7.053000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.143000
Kernel 1: 0.024000
Kernel 2: 91.335999
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.006330 0.935484 fi:0.227631. Ave ac:0.007165,0.005914
Initialization: 7.295000
Memcpy Classifiers: 0.304000
Memcpy Instances: 10.156000
Kernel 1: 0.025000
Kernel 2: 89.293999
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.004802 1.000000 fi:0.168526. Ave ac:0.006670,0.006372
Initialization: 6.682000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.239000
Kernel 1: 0.024000
Kernel 2: 89.681000
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.005894 0.931034 fi:0.229975. Ave ac:0.007975,0.006313
Initialization: 7.006000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.165000
Kernel 1: 0.024000
Kernel 2: 90.863998
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.004802 0.956522 fi:0.214373. Ave ac:0.007089,0.004086
Initialization: 6.963000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.171000
Kernel 1: 0.025000
Kernel 2: 85.944000
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.005020 0.851852 fi:0.312637. Ave ac:0.006808,0.004166
Initialization: 7.675000
Memcpy Classifiers: 0.286000
Memcpy Instances: 9.314000
Kernel 1: 0.023000
Kernel 2: 84.070000
Copyback: 0.018000
Sum: 0.032000
It 26,Best ac:0.007205 0.785714 fi:0.379035. Ave ac:0.005852,0.004803
Initialization: 7.142000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.578000
Kernel 1: 0.023000
Kernel 2: 84.874001
Copyback: 0.018000
Sum: 0.030000
It 27,Best ac:0.006985 0.888889 fi:0.259645. Ave ac:0.008103,0.006982
Initialization: 6.753000
Memcpy Classifiers: 0.534000
Memcpy Instances: 8.992000
Kernel 1: 0.023000
Kernel 2: 84.322998
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.004802 0.916667 fi:0.242637. Ave ac:0.007473,0.004743
Initialization: 7.146000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.314000
Kernel 1: 0.022000
Kernel 2: 82.079002
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.004583 1.000000 fi:0.199996. Ave ac:0.006367,0.004429
Initialization: 7.254000
Memcpy Classifiers: 0.266000
Memcpy Instances: 9.304000
Kernel 1: 0.024000
Kernel 2: 83.254997
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.004802 0.785714 fi:0.377943. Ave ac:0.005623,0.005193
Initialization: 6.679000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.138000
Kernel 1: 0.023000
Kernel 2: 80.542999
Copyback: 0.018000
Sum: 0.031000
It 31,Best ac:0.004366 0.952381 fi:0.282447. Ave ac:0.009443,0.010786
MDL Theory Length Weight: 2.8401988400 (10)
Initialization: 7.229000
Memcpy Classifiers: 0.325000
Memcpy Instances: 9.230000
Kernel 1: 0.022000
Kernel 2: 79.494003
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.004802 0.916667 fi:0.236692. Ave ac:0.008748,0.009637
Initialization: 6.766000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.308000
Kernel 1: 0.023000
Kernel 2: 80.469002
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.005021 0.821429 fi:0.315987. Ave ac:0.010087,0.009838
Initialization: 22.940001
Memcpy Instances: 459.742004
Memcpy Classifiers: 0.060000
Kernel 1: 0.023000
Kernel 2: 427.385010
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 446.087006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 425.292999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 433.949005
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 432.447998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 430.216003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 418.691010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 427.984009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 427.614014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 424.541992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 426.217987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.267000
Kernel 1: 0.013000
Kernel 2: 432.436005
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.054000
Kernel 1: 0.015000
Kernel 2: 429.023010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 395.351013
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.006361 0.813966 fi:0.344521. Ave ac:0.011387,0.040848
Best acc 0.006361 0.813966
Initialization: 7.141000
Memcpy Classifiers: 0.628000
Memcpy Instances: 9.286000
Kernel 1: 0.026000
Kernel 2: 110.480003
Copyback: 0.020000
Sum: 0.036000
Initial population average accuracy1:0.006282 accuracy2:0.274137
Initialization: 6.749000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.094000
Kernel 1: 0.023000
Kernel 2: 117.589996
Copyback: 0.017000
Sum: 0.031000
It 0,Best ac:0.006549 0.750000 fi:0.349366. Ave ac:0.012486,0.017944
Initialization: 6.663000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.994000
Kernel 1: 0.024000
Kernel 2: 118.929001
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.007859 0.800000 fi:0.298901. Ave ac:0.016362,0.019598
Initialization: 6.754000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.187000
Kernel 1: 0.022000
Kernel 2: 114.705002
Copyback: 0.019000
Sum: 0.033000
It 2,Best ac:0.008295 0.775510 fi:0.323235. Ave ac:0.016506,0.018928
Initialization: 7.097000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.018000
Kernel 1: 0.023000
Kernel 2: 110.564003
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.004147 0.950000 fi:0.266734. Ave ac:0.018313,0.018991
Initialization: 6.886000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.153000
Kernel 1: 0.024000
Kernel 2: 111.050003
Copyback: 0.020000
Sum: 0.031000
It 4,Best ac:0.005676 0.787879 fi:0.311797. Ave ac:0.016909,0.018378
Initialization: 6.709000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.036000
Kernel 1: 0.024000
Kernel 2: 105.391998
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.004802 0.846154 fi:0.253832. Ave ac:0.016134,0.016466
Initialization: 6.804000
Memcpy Classifiers: 0.355000
Memcpy Instances: 9.092000
Kernel 1: 0.024000
Kernel 2: 104.866997
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.005239 0.960000 fi:0.139831. Ave ac:0.013058,0.013452
Initialization: 6.725000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.302000
Kernel 1: 0.024000
Kernel 2: 102.785004
Copyback: 0.018000
Sum: 0.034000
It 7,Best ac:0.005894 0.870968 fi:0.228630. Ave ac:0.009640,0.010124
Initialization: 7.837000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.986000
Kernel 1: 0.025000
Kernel 2: 99.996002
Copyback: 0.018000
Sum: 0.035000
It 8,Best ac:0.004366 0.909091 fi:0.265790. Ave ac:0.007221,0.007904
Initialization: 6.780000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.290000
Kernel 1: 0.023000
Kernel 2: 102.460999
Copyback: 0.020000
Sum: 0.035000
It 9,Best ac:0.006985 0.888889 fi:0.210322. Ave ac:0.010306,0.009073
Iteration 10:MDL fitness activated
Error 0.210322 TL 0.025575
MDL Theory Length Weight: 2.7412361981 (4)
Initialization: 7.094000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.741000
Kernel 1: 0.023000
Kernel 2: 97.857002
Copyback: 0.018000
Sum: 0.035000
It 10,Best ac:0.004802 0.956522 fi:0.212862. Ave ac:0.008921,0.008277
Initialization: 6.698000
Memcpy Classifiers: 0.552000
Memcpy Instances: 9.446000
Kernel 1: 0.024000
Kernel 2: 97.931999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004583 0.954545 fi:0.262669. Ave ac:0.009311,0.008687
Initialization: 6.845000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.378000
Kernel 1: 0.022000
Kernel 2: 97.891998
Copyback: 0.019000
Sum: 0.036000
It 12,Best ac:0.006549 0.882353 fi:0.277030. Ave ac:0.010376,0.008581
Initialization: 6.735000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.496000
Kernel 1: 0.022000
Kernel 2: 99.571999
Copyback: 0.024000
Sum: 0.034000
It 13,Best ac:0.005021 0.920000 fi:0.247517. Ave ac:0.009271,0.009063
Initialization: 6.976000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.998000
Kernel 1: 0.024000
Kernel 2: 98.824997
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.005021 0.851852 fi:0.297430. Ave ac:0.009556,0.008377
Initialization: 6.928000
Memcpy Classifiers: 0.291000
Memcpy Instances: 9.890000
Kernel 1: 0.022000
Kernel 2: 100.095001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.005894 1.000000 fi:0.170635. Ave ac:0.011054,0.010412
Initialization: 7.233000
Memcpy Classifiers: 0.306000
Memcpy Instances: 9.212000
Kernel 1: 0.022000
Kernel 2: 98.489998
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004802 0.916667 fi:0.242228. Ave ac:0.009216,0.007848
Initialization: 6.808000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.974000
Kernel 1: 0.024000
Kernel 2: 99.100998
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.005457 1.000000 fi:0.175056. Ave ac:0.007968,0.007225
Initialization: 6.659000
Memcpy Classifiers: 0.303000
Memcpy Instances: 10.396000
Kernel 1: 0.022000
Kernel 2: 97.467003
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.007204 0.916667 fi:0.249943. Ave ac:0.008299,0.006871
Initialization: 7.224000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.039000
Kernel 1: 0.022000
Kernel 2: 95.249001
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.005239 0.960000 fi:0.203254. Ave ac:0.008127,0.007855
Initialization: 6.708000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.970000
Kernel 1: 0.025000
Kernel 2: 94.976997
Copyback: 0.018000
Sum: 0.034000
It 20,Best ac:0.005021 0.884615 fi:0.262675. Ave ac:0.009594,0.009381
Initialization: 7.550000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.044000
Kernel 1: 0.024000
Kernel 2: 93.712997
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.005894 0.964286 fi:0.200067. Ave ac:0.009249,0.008787
Initialization: 7.324000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.967000
Kernel 1: 0.046000
Kernel 2: 93.695999
Copyback: 0.018000
Sum: 0.033000
It 22,Best ac:0.006987 0.914286 fi:0.239636. Ave ac:0.009248,0.009579
Initialization: 6.605000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.318000
Kernel 1: 0.023000
Kernel 2: 93.041000
Copyback: 0.018000
Sum: 0.035000
It 23,Best ac:0.005457 0.961538 fi:0.200074. Ave ac:0.011764,0.011896
Initialization: 7.135000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.235000
Kernel 1: 0.021000
Kernel 2: 89.707001
Copyback: 0.018000
Sum: 0.033000
It 24,Best ac:0.005239 0.888889 fi:0.262595. Ave ac:0.009854,0.010387
MDL Theory Length Weight: 2.4671125783 (10)
Initialization: 7.205000
Memcpy Classifiers: 0.286000
Memcpy Instances: 9.274000
Kernel 1: 0.022000
Kernel 2: 89.058998
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.005677 0.928571 fi:0.215214. Ave ac:0.011220,0.009641
Initialization: 7.072000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.050000
Kernel 1: 0.023000
Kernel 2: 88.511002
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.006985 0.914286 fi:0.238066. Ave ac:0.008956,0.007975
Initialization: 7.252000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.248000
Kernel 1: 0.022000
Kernel 2: 88.223999
Copyback: 0.019000
Sum: 0.035000
It 27,Best ac:0.005020 0.920000 fi:0.237276. Ave ac:0.010102,0.008361
Initialization: 6.758000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.838000
Kernel 1: 0.024000
Kernel 2: 88.193001
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.007424 0.944444 fi:0.207191. Ave ac:0.009880,0.008408
Initialization: 7.189000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.115000
Kernel 1: 0.024000
Kernel 2: 89.106003
Copyback: 0.018000
Sum: 0.028000
It 29,Best ac:0.005457 0.961538 fi:0.194615. Ave ac:0.010116,0.009518
Initialization: 7.065000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.256000
Kernel 1: 0.024000
Kernel 2: 86.987000
Copyback: 0.018000
Sum: 0.031000
It 30,Best ac:0.005238 0.960000 fi:0.201605. Ave ac:0.011084,0.010347
Initialization: 6.705000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.416000
Kernel 1: 0.024000
Kernel 2: 89.535004
Copyback: 0.018000
Sum: 0.033000
It 31,Best ac:0.008077 0.902439 fi:0.242174. Ave ac:0.010169,0.008772
Initialization: 6.779000
Memcpy Classifiers: 0.292000
Memcpy Instances: 9.246000
Kernel 1: 0.024000
Kernel 2: 88.366997
Copyback: 0.018000
Sum: 0.027000
It 32,Best ac:0.007422 0.918919 fi:0.240865. Ave ac:0.009069,0.008568
Initialization: 6.874000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.188000
Kernel 1: 0.023000
Kernel 2: 87.028999
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.005676 0.962963 fi:0.199617. Ave ac:0.012954,0.011434
Initialization: 22.591999
Memcpy Instances: 460.643005
Memcpy Classifiers: 0.053000
Kernel 1: 0.023000
Kernel 2: 454.033997
Copyback: 0.015000
Sum: 0.010000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 443.196014
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 453.300995
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 443.385010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 442.313995
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 453.963989
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.016000
Kernel 2: 457.630005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 441.015015
Copyback: 0.021000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.020000
Kernel 2: 458.485992
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 452.135010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 459.558014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 453.816010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 461.062012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 317.954987
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005654 0.805348 fi:0.338772. Ave ac:0.009541,0.034230
Best acc 0.005654 0.805348
Rule:Att PSSM_-4_17 is [-5.794721,5.881728]|Att PSSM_-1_12 is [-4.434017,1.242148]|Att PSSM_0_2 is [<-3.485890]|Att PSSM_0_5 is [>-0.414527]|Att PSSM_0_7 is [-5.066551,-2.229742]|Att PSSM_1_10 is [>-0.823821]|Att PSSM_4_6 is [<-0.922327]|1
Accuracy : 0.722475
0	1	
163111	969	
64149	6409	
Removed 1790 instances. 227260 Instances left. Acc of rule 0.006361-0.813966
Initialization: 6.884000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.262000
Kernel 1: 0.025000
Kernel 2: 118.670998
Copyback: 0.370000
Sum: 0.035000
Initial population average accuracy1:0.006419 accuracy2:0.261257
Initialization: 6.665000
Memcpy Classifiers: 0.489000
Memcpy Instances: 10.422000
Kernel 1: 0.024000
Kernel 2: 122.247002
Copyback: 0.018000
Sum: 0.034000
It 0,Best ac:0.007701 0.603448 fi:0.495468. Ave ac:0.012327,0.016234
Initialization: 6.819000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.274000
Kernel 1: 0.023000
Kernel 2: 122.549004
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.005721 0.702703 fi:0.396927. Ave ac:0.015485,0.017209
Initialization: 6.647000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.233000
Kernel 1: 0.027000
Kernel 2: 125.609001
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.005719 0.787879 fi:0.311751. Ave ac:0.015919,0.016726
Initialization: 7.113000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.222000
Kernel 1: 0.024000
Kernel 2: 126.577003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.005941 0.870968 fi:0.228583. Ave ac:0.016956,0.017020
Initialization: 6.743000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.179000
Kernel 1: 0.023000
Kernel 2: 123.086998
Copyback: 0.018000
Sum: 0.030000
It 4,Best ac:0.004620 0.913043 fi:0.200999. Ave ac:0.014587,0.015294
Initialization: 8.849000
Memcpy Classifiers: 0.405000
Memcpy Instances: 9.587000
Kernel 1: 0.023000
Kernel 2: 121.185997
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.004620 0.840000 fi:0.274042. Ave ac:0.013349,0.012420
Initialization: 7.020000
Memcpy Classifiers: 0.456000
Memcpy Instances: 9.211000
Kernel 1: 0.022000
Kernel 2: 117.475998
Copyback: 0.018000
Sum: 0.032000
It 6,Best ac:0.004619 0.875000 fi:0.239042. Ave ac:0.014919,0.014921
Initialization: 6.617000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.073000
Kernel 1: 0.023000
Kernel 2: 112.452003
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.009681 0.814815 fi:0.283389. Ave ac:0.013586,0.012488
Initialization: 6.968000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.047000
Kernel 1: 0.022000
Kernel 2: 109.205002
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.008579 0.866667 fi:0.231933. Ave ac:0.011959,0.012050
Initialization: 6.666000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.974000
Kernel 1: 0.023000
Kernel 2: 105.496002
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.005061 0.958333 fi:0.141535. Ave ac:0.011260,0.010997
Iteration 10:MDL fitness activated
Error 0.141535 TL 0.022593
MDL Theory Length Weight: 2.0882225371 (1)
Initialization: 8.123000
Memcpy Classifiers: 0.402000
Memcpy Instances: 8.917000
Kernel 1: 0.024000
Kernel 2: 107.273003
Copyback: 0.018000
Sum: 0.029000
It 10,Best ac:0.009019 0.976190 fi:0.188394. Ave ac:0.010120,0.009727
Initialization: 6.635000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.140000
Kernel 1: 0.023000
Kernel 2: 101.780998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.004840 0.916667 fi:0.266273. Ave ac:0.010211,0.009664
Initialization: 7.005000
Memcpy Classifiers: 0.371000
Memcpy Instances: 8.911000
Kernel 1: 0.023000
Kernel 2: 101.300003
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.004619 0.954545 fi:0.231574. Ave ac:0.010085,0.010064
Initialization: 6.786000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.230000
Kernel 1: 0.023000
Kernel 2: 96.406998
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.007041 0.941176 fi:0.216815. Ave ac:0.010950,0.012434
Initialization: 6.690000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.400000
Kernel 1: 0.020000
Kernel 2: 94.795998
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.006381 0.878788 fi:0.284986. Ave ac:0.010518,0.011164
Initialization: 6.766000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.976000
Kernel 1: 0.022000
Kernel 2: 95.549004
Copyback: 0.018000
Sum: 0.037000
It 15,Best ac:0.007261 0.891892 fi:0.268580. Ave ac:0.009725,0.007880
Initialization: 7.643000
Memcpy Classifiers: 0.345000
Memcpy Instances: 10.106000
Kernel 1: 0.023000
Kernel 2: 93.653999
Copyback: 0.018000
Sum: 0.034000
It 16,Best ac:0.005281 0.888889 fi:0.266467. Ave ac:0.010406,0.009340
Initialization: 6.812000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.997000
Kernel 1: 0.023000
Kernel 2: 96.386002
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.007261 0.916667 fi:0.240326. Ave ac:0.010242,0.010608
Initialization: 7.055000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.191000
Kernel 1: 0.024000
Kernel 2: 97.768997
Copyback: 0.018000
Sum: 0.034000
It 18,Best ac:0.007701 0.921053 fi:0.242716. Ave ac:0.009620,0.009179
Initialization: 7.038000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.060000
Kernel 1: 0.024000
Kernel 2: 95.452003
Copyback: 0.020000
Sum: 0.033000
It 19,Best ac:0.005061 0.920000 fi:0.243029. Ave ac:0.008812,0.006820
MDL Theory Length Weight: 1.8794002834 (11)
Initialization: 6.997000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.078000
Kernel 1: 0.024000
Kernel 2: 91.495003
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.005721 0.962963 fi:0.178716. Ave ac:0.008767,0.007424
Initialization: 7.344000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.980000
Kernel 1: 0.024000
Kernel 2: 94.064003
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.007041 0.914286 fi:0.243963. Ave ac:0.007662,0.007293
Initialization: 6.719000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.259000
Kernel 1: 0.022000
Kernel 2: 96.871002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.006819 0.885714 fi:0.271023. Ave ac:0.009938,0.010587
Initialization: 6.914000
Memcpy Classifiers: 0.763000
Memcpy Instances: 8.911000
Kernel 1: 0.025000
Kernel 2: 95.253998
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.007259 0.916667 fi:0.217860. Ave ac:0.009849,0.009381
Initialization: 6.949000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.073000
Kernel 1: 0.023000
Kernel 2: 92.066002
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.005941 0.870968 fi:0.264104. Ave ac:0.009615,0.010284
Initialization: 6.662000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.925000
Kernel 1: 0.024000
Kernel 2: 92.763000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.006379 0.906250 fi:0.227789. Ave ac:0.009043,0.009801
Initialization: 7.301000
Memcpy Classifiers: 0.344000
Memcpy Instances: 9.054000
Kernel 1: 0.023000
Kernel 2: 89.342003
Copyback: 0.018000
Sum: 0.028000
It 26,Best ac:0.004620 0.954545 fi:0.201054. Ave ac:0.010882,0.014602
Initialization: 6.667000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.185000
Kernel 1: 0.023000
Kernel 2: 89.155998
Copyback: 0.018000
Sum: 0.030000
It 27,Best ac:0.005061 1.000000 fi:0.144978. Ave ac:0.010358,0.010894
Initialization: 6.715000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.103000
Kernel 1: 0.023000
Kernel 2: 89.950996
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.006381 0.935484 fi:0.212902. Ave ac:0.009859,0.009968
Initialization: 6.680000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.335000
Kernel 1: 0.022000
Kernel 2: 89.274002
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.005061 1.000000 fi:0.138905. Ave ac:0.010988,0.011674
Initialization: 7.090000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.955000
Kernel 1: 0.024000
Kernel 2: 87.908997
Copyback: 0.018000
Sum: 0.030000
It 30,Best ac:0.004840 0.956522 fi:0.190618. Ave ac:0.010684,0.013556
Initialization: 7.015000
Memcpy Classifiers: 0.286000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 88.735001
Copyback: 0.018000
Sum: 0.027000
It 31,Best ac:0.007261 0.868421 fi:0.281684. Ave ac:0.010234,0.009329
Initialization: 6.731000
Memcpy Classifiers: 0.303000
Memcpy Instances: 10.957000
Kernel 1: 0.024000
Kernel 2: 88.070999
Copyback: 0.018000
Sum: 0.029000
It 32,Best ac:0.004840 0.916667 fi:0.219239. Ave ac:0.009894,0.009802
Initialization: 7.195000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.199000
Kernel 1: 0.024000
Kernel 2: 90.859001
Copyback: 0.018000
Sum: 0.028000
It 33,Best ac:0.004619 1.000000 fi:0.160980. Ave ac:0.012592,0.016195
Initialization: 25.076000
Memcpy Instances: 455.511993
Memcpy Classifiers: 0.064000
Kernel 1: 0.024000
Kernel 2: 453.355011
Copyback: 0.017000
Sum: 0.009000
Memcpy Classifiers: 0.062000
Kernel 1: 0.016000
Kernel 2: 452.549011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 451.196991
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 449.386993
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 450.751007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 451.058990
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 459.054993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 457.127991
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.016000
Kernel 2: 455.869995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 454.190002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 454.056000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 445.894989
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 466.119995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 224.707993
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004713 0.821949 fi:0.323154. Ave ac:0.009540,0.033595
Best acc 0.004713 0.821949
Initialization: 7.001000
Memcpy Classifiers: 0.580000
Memcpy Instances: 8.973000
Kernel 1: 0.024000
Kernel 2: 111.315002
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.006394 accuracy2:0.290381
Initialization: 6.627000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.908000
Kernel 1: 0.025000
Kernel 2: 118.103996
Copyback: 0.018000
Sum: 0.036000
It 0,Best ac:0.007701 0.593220 fi:0.505696. Ave ac:0.012877,0.018602
Initialization: 6.692000
Memcpy Classifiers: 0.445000
Memcpy Instances: 9.093000
Kernel 1: 0.024000
Kernel 2: 119.403999
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.011441 0.684211 fi:0.413359. Ave ac:0.016125,0.021736
Initialization: 6.669000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.107000
Kernel 1: 0.024000
Kernel 2: 121.880997
Copyback: 0.018000
Sum: 0.031000
It 2,Best ac:0.006159 0.682927 fi:0.416545. Ave ac:0.015023,0.019004
Initialization: 6.651000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.604000
Kernel 1: 0.024000
Kernel 2: 120.439003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.004839 0.785714 fi:0.314233. Ave ac:0.013046,0.014221
Initialization: 6.676000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.049000
Kernel 1: 0.025000
Kernel 2: 117.924004
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.005279 0.827586 fi:0.272202. Ave ac:0.013666,0.014199
Initialization: 6.872000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.036000
Kernel 1: 0.024000
Kernel 2: 119.218002
Copyback: 0.371000
Sum: 0.032000
It 5,Best ac:0.004840 0.846154 fi:0.253793. Ave ac:0.013711,0.013069
Initialization: 6.989000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.941000
Kernel 1: 0.024000
Kernel 2: 118.691002
Copyback: 0.018000
Sum: 0.030000
It 6,Best ac:0.005501 0.862069 fi:0.237640. Ave ac:0.012439,0.013379
Initialization: 6.873000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.882000
Kernel 1: 0.023000
Kernel 2: 115.042999
Copyback: 0.018000
Sum: 0.031000
It 7,Best ac:0.007041 0.820513 fi:0.278642. Ave ac:0.011446,0.010656
Initialization: 6.649000
Memcpy Classifiers: 0.486000
Memcpy Instances: 9.267000
Kernel 1: 0.024000
Kernel 2: 112.834000
Copyback: 0.019000
Sum: 0.032000
It 8,Best ac:0.004840 0.916667 fi:0.183280. Ave ac:0.011185,0.011965
Initialization: 7.336000
Memcpy Classifiers: 0.455000
Memcpy Instances: 9.348000
Kernel 1: 0.025000
Kernel 2: 111.431000
Copyback: 0.018000
Sum: 0.030000
It 9,Best ac:0.005501 0.892857 fi:0.206852. Ave ac:0.012980,0.012092
Iteration 10:MDL fitness activated
Error 0.206852 TL 0.028441
MDL Theory Length Weight: 2.4243032760 (2)
Initialization: 7.213000
Memcpy Classifiers: 0.438000
Memcpy Instances: 8.890000
Kernel 1: 0.025000
Kernel 2: 107.693001
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.010561 0.888889 fi:0.263095. Ave ac:0.010711,0.011619
Initialization: 7.019000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.379000
Kernel 1: 0.024000
Kernel 2: 106.927002
Copyback: 0.021000
Sum: 0.545000
It 11,Best ac:0.005501 0.925926 fi:0.255006. Ave ac:0.012290,0.011618
Initialization: 6.634000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.236000
Kernel 1: 0.024000
Kernel 2: 103.828003
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.006161 0.903226 fi:0.248195. Ave ac:0.012834,0.012245
Initialization: 6.845000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.113000
Kernel 1: 0.024000
Kernel 2: 103.497002
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.007921 0.923077 fi:0.233250. Ave ac:0.012596,0.010195
Initialization: 6.650000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.244000
Kernel 1: 0.024000
Kernel 2: 100.285004
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.006381 0.935484 fi:0.245362. Ave ac:0.010368,0.010449
Initialization: 6.682000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.872000
Kernel 1: 0.026000
Kernel 2: 102.345001
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.004619 0.913043 fi:0.276544. Ave ac:0.010589,0.011415
Initialization: 6.702000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.881000
Kernel 1: 0.025000
Kernel 2: 104.763000
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.005059 0.920000 fi:0.257907. Ave ac:0.010466,0.008815
Initialization: 7.399000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.406000
Kernel 1: 0.025000
Kernel 2: 105.852997
Copyback: 0.018000
Sum: 0.026000
It 17,Best ac:0.005059 0.920000 fi:0.263167. Ave ac:0.009043,0.006910
Initialization: 6.734000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.876000
Kernel 1: 0.026000
Kernel 2: 103.787003
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.004620 0.913043 fi:0.285545. Ave ac:0.008820,0.008090
Initialization: 6.818000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.143000
Kernel 1: 0.024000
Kernel 2: 102.271004
Copyback: 0.019000
Sum: 0.031000
It 19,Best ac:0.012321 0.918033 fi:0.242534. Ave ac:0.010329,0.008390
Initialization: 7.071000
Memcpy Classifiers: 0.423000
Memcpy Instances: 9.185000
Kernel 1: 0.024000
Kernel 2: 100.295998
Copyback: 0.018000
Sum: 0.028000
It 20,Best ac:0.005719 0.928571 fi:0.246166. Ave ac:0.009128,0.008488
Initialization: 7.021000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.562000
Kernel 1: 0.025000
Kernel 2: 96.149002
Copyback: 0.021000
Sum: 0.029000
It 21,Best ac:0.005941 0.964286 fi:0.214068. Ave ac:0.007635,0.005871
Initialization: 6.649000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.341000
Kernel 1: 0.022000
Kernel 2: 94.349998
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.006161 0.848485 fi:0.345126. Ave ac:0.008981,0.007952
Initialization: 7.115000
Memcpy Classifiers: 0.383000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 94.211998
Copyback: 0.026000
Sum: 0.038000
It 23,Best ac:0.005061 0.851852 fi:0.289035. Ave ac:0.010555,0.010336
Initialization: 7.064000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.536000
Kernel 1: 0.022000
Kernel 2: 90.980003
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.005281 0.923077 fi:0.282777. Ave ac:0.011141,0.011414
Initialization: 7.877000
Memcpy Classifiers: 0.402000
Memcpy Instances: 10.840000
Kernel 1: 0.023000
Kernel 2: 92.038002
Copyback: 0.018000
Sum: 0.249000
It 25,Best ac:0.005721 0.928571 fi:0.263855. Ave ac:0.009121,0.009221
Initialization: 6.744000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.917000
Kernel 1: 0.024000
Kernel 2: 90.419998
Copyback: 0.018000
Sum: 0.035000
It 26,Best ac:0.007261 0.891892 fi:0.281569. Ave ac:0.011137,0.012662
Initialization: 7.187000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.646000
Kernel 1: 0.025000
Kernel 2: 90.588997
Copyback: 0.018000
Sum: 0.035000
It 27,Best ac:0.006159 0.933333 fi:0.234433. Ave ac:0.011938,0.011643
Initialization: 6.950000
Memcpy Classifiers: 0.385000
Memcpy Instances: 9.257000
Kernel 1: 0.023000
Kernel 2: 86.663002
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.005501 0.892857 fi:0.264127. Ave ac:0.010630,0.012024
Initialization: 6.914000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.089000
Kernel 1: 0.024000
Kernel 2: 98.692001
Copyback: 0.018000
Sum: 0.033000
It 29,Best ac:0.005282 0.960000 fi:0.226423. Ave ac:0.009312,0.010707
Initialization: 6.731000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.779000
Kernel 1: 0.025000
Kernel 2: 88.781998
Copyback: 0.018000
Sum: 0.030000
It 30,Best ac:0.004620 0.954545 fi:0.202430. Ave ac:0.009830,0.010566
Initialization: 6.679000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.147000
Kernel 1: 0.024000
Kernel 2: 87.426003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.005061 0.920000 fi:0.231779. Ave ac:0.009307,0.008745
Initialization: 6.931000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.064000
Kernel 1: 0.024000
Kernel 2: 90.100998
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.004620 1.000000 fi:0.178992. Ave ac:0.008453,0.008380
Initialization: 6.761000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.045000
Kernel 1: 0.024000
Kernel 2: 87.657997
Copyback: 0.018000
Sum: 0.029000
It 33,Best ac:0.006381 0.935484 fi:0.206812. Ave ac:0.009985,0.010156
Initialization: 24.101000
Memcpy Instances: 456.561005
Memcpy Classifiers: 0.065000
Kernel 1: 0.023000
Kernel 2: 448.717010
Copyback: 0.017000
Sum: 0.009000
Memcpy Classifiers: 0.060000
Kernel 1: 0.017000
Kernel 2: 431.677002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 444.039001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 443.773987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 441.424988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 439.095001
Copyback: 0.347000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 444.388000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 451.420990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 425.360992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 437.546997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 447.376007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 448.544006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 445.161987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 224.871994
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.072472 0.772768 fi:0.372005. Ave ac:0.008051,0.028283
Best acc 0.072472 0.772768
Rule:Att PSSM_-3_6 is [-6.206226,-0.241686]|Att PSSM_-2_18 is [<9.124354]|Att PSSM_-1_3 is [-6.940167,-2.172482]|Att PSSM_0_2 is [<-4.394466]|Att PSSM_0_7 is [<-2.079861]|Att PSSM_0_13 is [>-1.472366]|Att PSSM_3_7 is [<2.309583]|Att PSSM_4_12 is [<-1.328482]|1
Accuracy : 0.726050
0	1	
162879	1201	
63078	7480	
Removed 1303 instances. 225957 Instances left. Acc of rule 0.004713-0.821949
Initialization: 6.823000
Memcpy Classifiers: 0.613000
Memcpy Instances: 9.101000
Kernel 1: 0.024000
Kernel 2: 108.080002
Copyback: 0.017000
Sum: 0.034000
Initial population average accuracy1:0.006994 accuracy2:0.267222
Initialization: 6.649000
Memcpy Classifiers: 0.488000
Memcpy Instances: 10.713000
Kernel 1: 0.024000
Kernel 2: 119.095001
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.019256 0.572368 fi:0.522306. Ave ac:0.014212,0.017662
Initialization: 7.147000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.858000
Kernel 1: 0.023000
Kernel 2: 116.693001
Copyback: 0.019000
Sum: 0.035000
It 1,Best ac:0.009292 0.700000 fi:0.398307. Ave ac:0.018561,0.022484
Initialization: 7.039000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.557000
Kernel 1: 0.023000
Kernel 2: 116.213997
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.010403 0.701493 fi:0.396408. Ave ac:0.017646,0.020524
Initialization: 6.610000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.207000
Kernel 1: 0.023000
Kernel 2: 113.338997
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.005090 0.793103 fi:0.306734. Ave ac:0.014688,0.015209
Initialization: 6.647000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.154000
Kernel 1: 0.024000
Kernel 2: 108.943001
Copyback: 0.018000
Sum: 0.035000
It 4,Best ac:0.004868 0.785714 fi:0.314204. Ave ac:0.016746,0.016881
Initialization: 7.042000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.109000
Kernel 1: 0.023000
Kernel 2: 109.170998
Copyback: 0.018000
Sum: 0.030000
It 5,Best ac:0.008630 0.795918 fi:0.302627. Ave ac:0.015171,0.014173
Initialization: 6.656000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.729000
Kernel 1: 0.023000
Kernel 2: 106.539001
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.004426 0.952381 fi:0.189129. Ave ac:0.014920,0.014151
Initialization: 6.743000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.000000
Kernel 1: 0.023000
Kernel 2: 103.792000
Copyback: 0.019000
Sum: 0.034000
It 7,Best ac:0.007965 0.837209 fi:0.261581. Ave ac:0.013494,0.013107
Initialization: 6.902000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.096000
Kernel 1: 0.025000
Kernel 2: 104.502998
Copyback: 0.018000
Sum: 0.028000
It 8,Best ac:0.007745 0.875000 fi:0.223868. Ave ac:0.011931,0.011318
Initialization: 6.841000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.542000
Kernel 1: 0.023000
Kernel 2: 104.914001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.006419 0.878788 fi:0.220564. Ave ac:0.012642,0.012671
Iteration 10:MDL fitness activated
Error 0.220564 TL 0.032462
MDL Theory Length Weight: 2.2648732810 (4)
Initialization: 7.148000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.149000
Kernel 1: 0.021000
Kernel 2: 108.679001
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.007524 0.918919 fi:0.246845. Ave ac:0.011580,0.011453
Initialization: 7.225000
Memcpy Classifiers: 0.622000
Memcpy Instances: 8.952000
Kernel 1: 0.022000
Kernel 2: 109.666000
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.005531 0.862069 fi:0.313194. Ave ac:0.011622,0.012443
Initialization: 6.671000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.133000
Kernel 1: 0.025000
Kernel 2: 110.233002
Copyback: 0.018000
Sum: 0.028000
It 12,Best ac:0.005310 0.857143 fi:0.326669. Ave ac:0.009958,0.010223
Initialization: 6.916000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.325000
Kernel 1: 0.023000
Kernel 2: 113.138000
Copyback: 0.203000
Sum: 0.031000
It 13,Best ac:0.008628 0.906977 fi:0.241485. Ave ac:0.010890,0.010973
Initialization: 7.096000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.886000
Kernel 1: 0.024000
Kernel 2: 108.257004
Copyback: 0.018000
Sum: 0.031000
It 14,Best ac:0.005312 0.888889 fi:0.261691. Ave ac:0.010884,0.011219
Initialization: 6.844000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.031000
Kernel 1: 0.024000
Kernel 2: 108.998001
Copyback: 0.018000
Sum: 0.033000
It 15,Best ac:0.007303 0.846154 fi:0.312227. Ave ac:0.009935,0.009686
Initialization: 7.012000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.654000
Kernel 1: 0.022000
Kernel 2: 107.523003
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.008632 0.847826 fi:0.295529. Ave ac:0.011627,0.013609
Initialization: 7.499000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.069000
Kernel 1: 0.023000
Kernel 2: 103.681999
Copyback: 0.018000
Sum: 0.036000
It 17,Best ac:0.007745 0.813953 fi:0.334946. Ave ac:0.010574,0.010438
Initialization: 6.876000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.640000
Kernel 1: 0.024000
Kernel 2: 101.445000
Copyback: 0.018000
Sum: 0.034000
It 18,Best ac:0.005975 0.931034 fi:0.226563. Ave ac:0.012116,0.012303
Initialization: 6.631000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.250000
Kernel 1: 0.022000
Kernel 2: 99.489998
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.005090 0.884615 fi:0.260055. Ave ac:0.010207,0.014408
Initialization: 7.125000
Memcpy Classifiers: 0.366000
Memcpy Instances: 9.367000
Kernel 1: 0.022000
Kernel 2: 95.889999
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.005531 1.000000 fi:0.141622. Ave ac:0.009642,0.009550
Initialization: 6.632000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.171000
Kernel 1: 0.024000
Kernel 2: 95.987000
Copyback: 0.024000
Sum: 0.031000
It 21,Best ac:0.005975 0.900000 fi:0.257803. Ave ac:0.009396,0.007104
Initialization: 6.644000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.593000
Kernel 1: 0.024000
Kernel 2: 92.309998
Copyback: 0.018000
Sum: 0.034000
It 22,Best ac:0.005088 0.851852 fi:0.300646. Ave ac:0.009919,0.007922
Initialization: 7.192000
Memcpy Classifiers: 0.329000
Memcpy Instances: 9.513000
Kernel 1: 0.023000
Kernel 2: 92.754997
Copyback: 0.018000
Sum: 0.036000
It 23,Best ac:0.004647 0.954545 fi:0.209317. Ave ac:0.008935,0.007351
Initialization: 6.817000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.941000
Kernel 1: 0.024000
Kernel 2: 92.107002
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.006416 0.935484 fi:0.226701. Ave ac:0.010062,0.008991
Initialization: 7.863000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.770000
Kernel 1: 0.025000
Kernel 2: 92.252998
Copyback: 0.018000
Sum: 0.032000
It 25,Best ac:0.006196 0.933333 fi:0.221565. Ave ac:0.010128,0.006520
Initialization: 6.654000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.062000
Kernel 1: 0.025000
Kernel 2: 91.267998
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.005753 0.896552 fi:0.246303. Ave ac:0.009765,0.006679
Initialization: 6.640000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.075000
Kernel 1: 0.024000
Kernel 2: 92.817001
Copyback: 0.018000
Sum: 0.033000
It 27,Best ac:0.004646 0.954545 fi:0.193002. Ave ac:0.008251,0.006436
Initialization: 6.705000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.186000
Kernel 1: 0.023000
Kernel 2: 93.241997
Copyback: 0.018000
Sum: 0.031000
It 28,Best ac:0.005752 0.896552 fi:0.256284. Ave ac:0.009010,0.006301
Initialization: 6.752000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.651000
Kernel 1: 0.025000
Kernel 2: 95.569000
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.004426 0.952381 fi:0.232954. Ave ac:0.008970,0.005814
MDL Theory Length Weight: 2.0383859529 (10)
Initialization: 6.992000
Memcpy Classifiers: 0.324000
Memcpy Instances: 9.290000
Kernel 1: 0.024000
Kernel 2: 97.202003
Copyback: 0.018000
Sum: 0.030000
It 30,Best ac:0.006860 0.968750 fi:0.168946. Ave ac:0.007832,0.006791
Initialization: 7.112000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.176000
Kernel 1: 0.025000
Kernel 2: 99.153999
Copyback: 0.018000
Sum: 0.030000
It 31,Best ac:0.004646 0.954545 fi:0.194737. Ave ac:0.007490,0.004737
Initialization: 6.740000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.261000
Kernel 1: 0.025000
Kernel 2: 97.613998
Copyback: 0.018000
Sum: 0.031000
It 32,Best ac:0.006637 0.882353 fi:0.259305. Ave ac:0.007153,0.005147
Initialization: 7.085000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.193000
Kernel 1: 0.025000
Kernel 2: 96.345001
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.004648 0.954545 fi:0.187066. Ave ac:0.008602,0.006828
Initialization: 22.971001
Memcpy Instances: 452.834991
Memcpy Classifiers: 0.062000
Kernel 1: 0.024000
Kernel 2: 487.036987
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.054000
Kernel 1: 0.015000
Kernel 2: 482.760986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.015000
Kernel 2: 482.277008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 494.183990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 485.759003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.308000
Kernel 2: 486.303986
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 485.320007
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 487.902008
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 496.079010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 491.785004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 492.597992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 486.480988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 503.699005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 231.813004
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005213 0.800816 fi:0.337911. Ave ac:0.007216,0.024788
Best acc 0.005213 0.800816
Initialization: 6.959000
Memcpy Classifiers: 0.544000
Memcpy Instances: 9.051000
Kernel 1: 0.026000
Kernel 2: 109.612999
Copyback: 0.017000
Sum: 0.036000
Initial population average accuracy1:0.006683 accuracy2:0.260857
Initialization: 6.834000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.534000
Kernel 1: 0.023000
Kernel 2: 118.521004
Copyback: 0.019000
Sum: 0.045000
It 0,Best ac:0.004425 0.833333 fi:0.308857. Ave ac:0.012146,0.016118
Initialization: 6.917000
Memcpy Classifiers: 0.462000
Memcpy Instances: 9.000000
Kernel 1: 0.024000
Kernel 2: 118.580002
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.008630 0.709091 fi:0.389455. Ave ac:0.014964,0.019229
Initialization: 6.606000
Memcpy Classifiers: 0.575000
Memcpy Instances: 9.567000
Kernel 1: 0.024000
Kernel 2: 115.510002
Copyback: 0.019000
Sum: 0.032000
It 2,Best ac:0.007525 0.829268 fi:0.269681. Ave ac:0.016309,0.019624
Initialization: 6.824000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.020000
Kernel 1: 0.022000
Kernel 2: 118.186996
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.005091 0.851852 fi:0.247984. Ave ac:0.013015,0.014137
Initialization: 6.600000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.406000
Kernel 1: 0.021000
Kernel 2: 114.683998
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.009515 0.796296 fi:0.301930. Ave ac:0.013222,0.014736
Initialization: 6.559000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.292000
Kernel 1: 0.022000
Kernel 2: 113.092003
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.005090 0.884615 fi:0.215221. Ave ac:0.011117,0.012258
Initialization: 6.666000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.669000
Kernel 1: 0.024000
Kernel 2: 111.612999
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.005531 0.862069 fi:0.237607. Ave ac:0.009859,0.010474
Initialization: 6.655000
Memcpy Classifiers: 0.447000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 111.815002
Copyback: 0.018000
Sum: 0.032000
It 7,Best ac:0.005752 0.812500 fi:0.287096. Ave ac:0.010698,0.012845
Initialization: 7.102000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.100000
Kernel 1: 0.021000
Kernel 2: 112.990997
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.005531 0.862069 fi:0.237607. Ave ac:0.010599,0.008261
Initialization: 7.071000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.151000
Kernel 1: 0.022000
Kernel 2: 116.093002
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.008409 0.863636 fi:0.234990. Ave ac:0.009594,0.008339
Iteration 10:MDL fitness activated
Error 0.234990 TL 0.021256
MDL Theory Length Weight: 3.6850295357 (5)
Initialization: 8.152000
Memcpy Classifiers: 0.367000
Memcpy Instances: 9.851000
Kernel 1: 0.022000
Kernel 2: 110.026001
Copyback: 0.018000
Sum: 0.040000
It 10,Best ac:0.005310 0.888889 fi:0.296450. Ave ac:0.009320,0.008361
Initialization: 6.899000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.113000
Kernel 1: 0.023000
Kernel 2: 104.052002
Copyback: 0.017000
Sum: 0.039000
It 11,Best ac:0.005755 0.896552 fi:0.296453. Ave ac:0.011234,0.010365
Initialization: 6.666000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.067000
Kernel 1: 0.022000
Kernel 2: 100.070999
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.009960 0.818182 fi:0.361401. Ave ac:0.009270,0.010637
Initialization: 6.611000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.161000
Kernel 1: 0.021000
Kernel 2: 99.366997
Copyback: 0.018000
Sum: 0.038000
It 13,Best ac:0.005090 0.920000 fi:0.309362. Ave ac:0.009372,0.008769
Initialization: 6.614000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.879000
Kernel 1: 0.025000
Kernel 2: 100.448997
Copyback: 0.021000
Sum: 0.033000
It 14,Best ac:0.008630 0.928571 fi:0.257864. Ave ac:0.010823,0.009128
Initialization: 6.570000
Memcpy Classifiers: 0.658000
Memcpy Instances: 11.172000
Kernel 1: 0.023000
Kernel 2: 99.223999
Copyback: 0.018000
Sum: 0.033000
It 15,Best ac:0.004868 0.846154 fi:0.330602. Ave ac:0.008596,0.007106
Initialization: 6.711000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.958000
Kernel 1: 0.028000
Kernel 2: 94.606003
Copyback: 0.200000
Sum: 0.040000
It 16,Best ac:0.011062 0.877193 fi:0.290087. Ave ac:0.011069,0.009077
Initialization: 6.580000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.136000
Kernel 1: 0.024000
Kernel 2: 93.986000
Copyback: 0.371000
Sum: 0.037000
It 17,Best ac:0.009739 0.936170 fi:0.249857. Ave ac:0.010274,0.009158
Initialization: 6.615000
Memcpy Classifiers: 0.725000
Memcpy Instances: 9.127000
Kernel 1: 0.021000
Kernel 2: 95.439003
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.008630 0.928571 fi:0.238990. Ave ac:0.009662,0.007241
Initialization: 6.615000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.111000
Kernel 1: 0.022000
Kernel 2: 92.093002
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.005532 0.892857 fi:0.280075. Ave ac:0.009015,0.006383
Initialization: 7.267000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.187000
Kernel 1: 0.024000
Kernel 2: 93.427002
Copyback: 0.022000
Sum: 0.030000
It 20,Best ac:0.004646 1.000000 fi:0.192565. Ave ac:0.009126,0.007419
Initialization: 7.088000
Memcpy Classifiers: 0.341000
Memcpy Instances: 15.859000
Kernel 1: 0.024000
Kernel 2: 91.469002
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.005531 0.961538 fi:0.222238. Ave ac:0.010553,0.008803
Initialization: 6.855000
Memcpy Classifiers: 0.317000
Memcpy Instances: 9.883000
Kernel 1: 0.024000
Kernel 2: 93.950996
Copyback: 0.018000
Sum: 0.032000
It 22,Best ac:0.004647 0.875000 fi:0.334196. Ave ac:0.007984,0.006517
Initialization: 7.110000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.095000
Kernel 1: 0.023000
Kernel 2: 94.031998
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.005755 0.866667 fi:0.331446. Ave ac:0.007317,0.006405
Initialization: 6.681000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.384000
Kernel 1: 0.023000
Kernel 2: 93.870003
Copyback: 0.018000
Sum: 0.031000
It 24,Best ac:0.004867 0.846154 fi:0.323088. Ave ac:0.010069,0.007085
Initialization: 6.643000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.096000
Kernel 1: 0.023000
Kernel 2: 92.581001
Copyback: 0.018000
Sum: 0.031000
It 25,Best ac:0.006861 0.861111 fi:0.313008. Ave ac:0.010544,0.008944
Initialization: 6.993000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.111000
Kernel 1: 0.023000
Kernel 2: 94.011002
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.005533 0.892857 fi:0.280309. Ave ac:0.007828,0.005592
Initialization: 6.698000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.272000
Kernel 1: 0.024000
Kernel 2: 93.646004
Copyback: 0.018000
Sum: 0.028000
It 27,Best ac:0.005532 0.892857 fi:0.285992. Ave ac:0.009434,0.008266
Initialization: 6.946000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.021000
Kernel 1: 0.023000
Kernel 2: 95.153000
Copyback: 0.018000
Sum: 0.031000
It 28,Best ac:0.009073 0.953488 fi:0.235518. Ave ac:0.011618,0.010558
Initialization: 6.764000
Memcpy Classifiers: 0.289000
Memcpy Instances: 9.092000
Kernel 1: 0.024000
Kernel 2: 96.722000
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.006417 0.935484 fi:0.249739. Ave ac:0.009040,0.006509
MDL Theory Length Weight: 3.3165265822 (10)
Initialization: 6.701000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.220000
Kernel 1: 0.024000
Kernel 2: 99.014999
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.007745 0.945946 fi:0.209752. Ave ac:0.010152,0.007180
Initialization: 6.704000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.876000
Kernel 1: 0.024000
Kernel 2: 95.888000
Copyback: 0.018000
Sum: 0.031000
It 31,Best ac:0.005753 1.000000 fi:0.170906. Ave ac:0.006983,0.005668
Initialization: 6.656000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.293000
Kernel 1: 0.025000
Kernel 2: 97.017998
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.004868 0.814815 fi:0.358853. Ave ac:0.008650,0.009341
Initialization: 6.681000
Memcpy Classifiers: 0.294000
Memcpy Instances: 9.642000
Kernel 1: 0.023000
Kernel 2: 95.990997
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.005532 0.961538 fi:0.205064. Ave ac:0.010308,0.008162
Initialization: 23.264000
Memcpy Instances: 456.105011
Memcpy Classifiers: 0.052000
Kernel 1: 0.023000
Kernel 2: 467.643005
Copyback: 0.016000
Sum: 0.010000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 468.127991
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 489.535004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 477.217010
Copyback: 0.023000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.020000
Kernel 2: 497.558990
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 496.032013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 472.100006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 482.028992
Copyback: 0.017000
Sum: 0.000000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 498.606995
Copyback: 0.364000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.018000
Kernel 2: 480.408997
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.016000
Kernel 2: 482.248993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 496.959015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 491.441010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 247.839005
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005244 0.824635 fi:0.346402. Ave ac:0.009524,0.032888
Best acc 0.005244 0.824635
Rule:Att PSSM_-2_16 is [<2.772301]|Att PSSM_-1_10 is [<7.868015]|Att PSSM_-1_12 is [<-2.426821]|Att PSSM_0_7 is [<-3.114269]|Att PSSM_0_19 is [-4.659636,2.659636]|Att PSSM_1_7 is [-6.190419,-3.547125]|Att PSSM_2_12 is [<-2.560619]|1
Accuracy : 0.730027
0	1	
162627	1453	
61893	8665	
Removed 1437 instances. 224520 Instances left. Acc of rule 0.005244-0.824635
Initialization: 6.660000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 107.697998
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.005692 accuracy2:0.273935
Initialization: 7.012000
Memcpy Classifiers: 0.529000
Memcpy Instances: 9.212000
Kernel 1: 0.024000
Kernel 2: 112.521004
Copyback: 0.018000
Sum: 0.037000
It 0,Best ac:0.004232 0.655172 fi:0.513438. Ave ac:0.012075,0.015321
Initialization: 6.776000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.110000
Kernel 1: 0.022000
Kernel 2: 115.113998
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.005121 0.657143 fi:0.442659. Ave ac:0.016158,0.018709
Initialization: 6.719000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.957000
Kernel 1: 0.022000
Kernel 2: 115.126999
Copyback: 0.018000
Sum: 0.034000
It 2,Best ac:0.008684 0.650000 fi:0.448487. Ave ac:0.016659,0.020724
Initialization: 6.711000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.147000
Kernel 1: 0.023000
Kernel 2: 115.488998
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.014919 0.761364 fi:0.334824. Ave ac:0.016371,0.017788
Initialization: 6.569000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.125000
Kernel 1: 0.022000
Kernel 2: 113.695999
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.004231 0.863636 fi:0.305646. Ave ac:0.016330,0.017214
Initialization: 6.846000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.852000
Kernel 1: 0.022000
Kernel 2: 113.225998
Copyback: 0.018000
Sum: 0.030000
It 5,Best ac:0.005122 0.821429 fi:0.278373. Ave ac:0.015957,0.017087
Initialization: 6.757000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.243000
Kernel 1: 0.024000
Kernel 2: 107.255997
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.008907 0.816327 fi:0.282079. Ave ac:0.016105,0.016529
Initialization: 6.997000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.219000
Kernel 1: 0.024000
Kernel 2: 103.055000
Copyback: 0.021000
Sum: 0.032000
It 7,Best ac:0.006236 0.848485 fi:0.250906. Ave ac:0.015102,0.016309
Initialization: 6.626000
Memcpy Classifiers: 0.397000
Memcpy Instances: 9.336000
Kernel 1: 0.023000
Kernel 2: 101.125999
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.005344 0.888889 fi:0.210831. Ave ac:0.012722,0.014810
Initialization: 7.022000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.106000
Kernel 1: 0.022000
Kernel 2: 99.509003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.005121 0.884615 fi:0.215186. Ave ac:0.011572,0.013560
Iteration 10:MDL fitness activated
Error 0.215186 TL 0.032089
MDL Theory Length Weight: 2.2353067124 (2)
Initialization: 7.405000
Memcpy Classifiers: 0.378000
Memcpy Instances: 9.182000
Kernel 1: 0.022000
Kernel 2: 97.253998
Copyback: 0.019000
Sum: 0.032000
It 10,Best ac:0.008463 0.883721 fi:0.296254. Ave ac:0.011647,0.013898
Initialization: 6.610000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.405000
Kernel 1: 0.023000
Kernel 2: 97.026001
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.005121 0.821429 fi:0.326794. Ave ac:0.011388,0.010933
Initialization: 6.577000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.896000
Kernel 1: 0.023000
Kernel 2: 96.264999
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.005791 0.866667 fi:0.290352. Ave ac:0.012769,0.016048
Initialization: 7.059000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.874000
Kernel 1: 0.023000
Kernel 2: 92.359001
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.004677 0.875000 fi:0.278800. Ave ac:0.010682,0.012594
Initialization: 6.878000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.942000
Kernel 1: 0.023000
Kernel 2: 91.960999
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.005569 0.833333 fi:0.329744. Ave ac:0.011021,0.012330
Initialization: 6.654000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.993000
Kernel 1: 0.023000
Kernel 2: 89.958000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.009800 0.880000 fi:0.272996. Ave ac:0.008711,0.011559
Initialization: 6.645000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.161000
Kernel 1: 0.022000
Kernel 2: 90.008003
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.007350 0.846154 fi:0.311275. Ave ac:0.010314,0.012011
Initialization: 6.856000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.921000
Kernel 1: 0.024000
Kernel 2: 90.331001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.005122 1.000000 fi:0.142148. Ave ac:0.010763,0.010264
Initialization: 6.566000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.371000
Kernel 1: 0.022000
Kernel 2: 89.010002
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.006904 0.885714 fi:0.265764. Ave ac:0.009672,0.011047
Initialization: 6.978000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.065000
Kernel 1: 0.023000
Kernel 2: 88.086998
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.004454 0.952381 fi:0.228874. Ave ac:0.008855,0.010574
Initialization: 6.870000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.951000
Kernel 1: 0.022000
Kernel 2: 88.285004
Copyback: 0.018000
Sum: 0.031000
It 20,Best ac:0.006459 0.935484 fi:0.205701. Ave ac:0.010279,0.012864
Initialization: 7.912000
Memcpy Classifiers: 0.345000
Memcpy Instances: 9.201000
Kernel 1: 0.023000
Kernel 2: 88.747002
Copyback: 0.369000
Sum: 0.034000
It 21,Best ac:0.004899 0.916667 fi:0.231916. Ave ac:0.009283,0.009780
Initialization: 6.941000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.081000
Kernel 1: 0.023000
Kernel 2: 86.779999
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.005791 0.896552 fi:0.264424. Ave ac:0.007878,0.007815
Initialization: 6.872000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.020000
Kernel 1: 0.024000
Kernel 2: 87.976997
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.005344 0.888889 fi:0.248954. Ave ac:0.008251,0.008915
Initialization: 6.584000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.224000
Kernel 1: 0.025000
Kernel 2: 87.482002
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.005789 0.928571 fi:0.214668. Ave ac:0.009129,0.011040
Initialization: 7.020000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.845000
Kernel 1: 0.022000
Kernel 2: 87.668999
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.007571 0.918919 fi:0.218293. Ave ac:0.009337,0.009606
Initialization: 7.052000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 86.897003
Copyback: 0.018000
Sum: 0.029000
It 26,Best ac:0.004899 0.916667 fi:0.202146. Ave ac:0.009174,0.007897
MDL Theory Length Weight: 2.0117760411 (10)
Initialization: 6.935000
Memcpy Classifiers: 0.266000
Memcpy Instances: 9.081000
Kernel 1: 0.023000
Kernel 2: 87.924004
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.008907 0.952381 fi:0.182730. Ave ac:0.008013,0.011157
Initialization: 6.985000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.065000
Kernel 1: 0.024000
Kernel 2: 86.473999
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.004900 0.916667 fi:0.219617. Ave ac:0.007696,0.008174
Initialization: 6.566000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.656000
Kernel 1: 0.023000
Kernel 2: 86.848000
Copyback: 0.018000
Sum: 0.027000
It 29,Best ac:0.006459 0.935484 fi:0.207212. Ave ac:0.008739,0.008600
Initialization: 7.140000
Memcpy Classifiers: 0.286000
Memcpy Instances: 9.311000
Kernel 1: 0.023000
Kernel 2: 87.413002
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.005345 1.000000 fi:0.145429. Ave ac:0.006843,0.007069
Initialization: 6.604000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.160000
Kernel 1: 0.024000
Kernel 2: 89.657997
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.006903 1.000000 fi:0.128402. Ave ac:0.006221,0.005450
Initialization: 6.550000
Memcpy Classifiers: 0.265000
Memcpy Instances: 10.163000
Kernel 1: 0.023000
Kernel 2: 88.725998
Copyback: 0.018000
Sum: 0.031000
It 32,Best ac:0.005568 0.892857 fi:0.239175. Ave ac:0.006642,0.007492
Initialization: 6.659000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.073000
Kernel 1: 0.024000
Kernel 2: 84.799004
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.005345 0.923077 fi:0.231921. Ave ac:0.008265,0.009201
Initialization: 23.937000
Memcpy Instances: 454.808014
Memcpy Classifiers: 0.053000
Kernel 1: 0.022000
Kernel 2: 473.036987
Copyback: 0.016000
Sum: 0.009000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 474.544006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 470.436005
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.017000
Kernel 2: 466.338013
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 464.476990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 477.097992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 471.475006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 461.834015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 476.095001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 464.278015
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 460.893005
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 469.796997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 476.562988
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.046000
Kernel 1: 0.013000
Kernel 2: 156.729996
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004779 0.766976 fi:0.370640. Ave ac:0.006526,0.022171
Best acc 0.004779 0.766976
Initialization: 6.620000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.390000
Kernel 1: 0.026000
Kernel 2: 114.160004
Copyback: 0.018000
Sum: 0.033000
Initial population average accuracy1:0.007005 accuracy2:0.277852
Initialization: 6.583000
Memcpy Classifiers: 1.215000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 113.808998
Copyback: 0.018000
Sum: 0.035000
It 0,Best ac:0.006682 0.697674 fi:0.401550. Ave ac:0.013662,0.018557
Initialization: 7.006000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.930000
Kernel 1: 0.023000
Kernel 2: 119.358002
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.010465 0.618421 fi:0.479409. Ave ac:0.016538,0.019862
Initialization: 7.206000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.081000
Kernel 1: 0.023000
Kernel 2: 118.325996
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.004900 0.647059 fi:0.452825. Ave ac:0.018887,0.021196
Initialization: 6.556000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.263000
Kernel 1: 0.022000
Kernel 2: 119.164001
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.018708 0.694215 fi:0.400576. Ave ac:0.017408,0.020934
Initialization: 7.382000
Memcpy Classifiers: 0.491000
Memcpy Instances: 9.852000
Kernel 1: 0.023000
Kernel 2: 116.250999
Copyback: 0.018000
Sum: 0.030000
It 4,Best ac:0.005791 0.742857 fi:0.356698. Ave ac:0.015729,0.016536
Initialization: 7.124000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.292000
Kernel 1: 0.023000
Kernel 2: 112.643997
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.007348 0.804878 fi:0.294102. Ave ac:0.016729,0.016295
Initialization: 6.923000
Memcpy Classifiers: 0.440000
Memcpy Instances: 8.856000
Kernel 1: 0.022000
Kernel 2: 111.830002
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.004900 0.880000 fi:0.219884. Ave ac:0.017331,0.017965
Initialization: 6.578000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.941000
Kernel 1: 0.023000
Kernel 2: 106.357002
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.007793 0.897436 fi:0.201380. Ave ac:0.014584,0.015012
Initialization: 6.517000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.111000
Kernel 1: 0.023000
Kernel 2: 102.538002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.004677 0.807692 fi:0.292274. Ave ac:0.014098,0.015515
Initialization: 6.646000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.140000
Kernel 1: 0.023000
Kernel 2: 102.661003
Copyback: 0.018000
Sum: 0.032000
It 9,Best ac:0.006460 0.828571 fi:0.270735. Ave ac:0.012488,0.014286
Iteration 10:MDL fitness activated
Error 0.270735 TL 0.035113
MDL Theory Length Weight: 2.5701020007 (3)
Initialization: 6.860000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.878000
Kernel 1: 0.022000
Kernel 2: 100.806000
Copyback: 0.018000
Sum: 0.032000
It 10,Best ac:0.008907 0.833333 fi:0.324959. Ave ac:0.012458,0.014497
Initialization: 6.858000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.866000
Kernel 1: 0.023000
Kernel 2: 99.664001
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.005121 0.851852 fi:0.319774. Ave ac:0.013689,0.013527
Initialization: 7.185000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 98.250999
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.004899 0.846154 fi:0.316569. Ave ac:0.012016,0.013780
Initialization: 6.621000
Memcpy Classifiers: 0.370000
Memcpy Instances: 9.105000
Kernel 1: 0.022000
Kernel 2: 96.653000
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.006236 0.875000 fi:0.292166. Ave ac:0.012840,0.015019
Initialization: 6.868000
Memcpy Classifiers: 0.801000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 98.830002
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.006012 0.870968 fi:0.282322. Ave ac:0.011677,0.011136
Initialization: 8.080000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.325000
Kernel 1: 0.023000
Kernel 2: 98.755997
Copyback: 0.018000
Sum: 0.032000
It 15,Best ac:0.007125 0.914286 fi:0.245588. Ave ac:0.010150,0.010270
Initialization: 7.004000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.036000
Kernel 1: 0.021000
Kernel 2: 97.610001
Copyback: 0.018000
Sum: 0.032000
It 16,Best ac:0.004232 1.000000 fi:0.247234. Ave ac:0.011963,0.013062
Initialization: 6.415000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.375000
Kernel 1: 0.022000
Kernel 2: 99.291000
Copyback: 0.018000
Sum: 0.031000
It 17,Best ac:0.005344 0.888889 fi:0.251936. Ave ac:0.010197,0.010018
Initialization: 6.732000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.935000
Kernel 1: 0.023000
Kernel 2: 98.955002
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.004899 0.916667 fi:0.224322. Ave ac:0.010301,0.012722
Initialization: 6.520000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.115000
Kernel 1: 0.022000
Kernel 2: 97.253998
Copyback: 0.018000
Sum: 0.030000
It 19,Best ac:0.005568 0.892857 fi:0.267592. Ave ac:0.011096,0.013646
Initialization: 6.657000
Memcpy Classifiers: 1.409000
Memcpy Instances: 10.053000
Kernel 1: 0.023000
Kernel 2: 97.249001
Copyback: 0.020000
Sum: 0.031000
It 20,Best ac:0.006236 0.965517 fi:0.212113. Ave ac:0.010243,0.011191
Initialization: 6.765000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.212000
Kernel 1: 0.023000
Kernel 2: 97.821999
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.004231 1.000000 fi:0.238930. Ave ac:0.012104,0.012661
Initialization: 6.696000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.948000
Kernel 1: 0.025000
Kernel 2: 96.487999
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.004899 0.956522 fi:0.191544. Ave ac:0.008823,0.009878
Initialization: 6.933000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.945000
Kernel 1: 0.024000
Kernel 2: 99.538002
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.007351 0.891892 fi:0.278049. Ave ac:0.010288,0.009031
Initialization: 6.581000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.128000
Kernel 1: 0.024000
Kernel 2: 97.574997
Copyback: 0.018000
Sum: 0.031000
It 24,Best ac:0.005121 0.958333 fi:0.198528. Ave ac:0.010457,0.010015
Initialization: 6.781000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.860000
Kernel 1: 0.024000
Kernel 2: 99.680000
Copyback: 0.019000
Sum: 0.032000
It 25,Best ac:0.005568 0.862069 fi:0.305343. Ave ac:0.009764,0.008546
Initialization: 7.052000
Memcpy Classifiers: 0.345000
Memcpy Instances: 9.382000
Kernel 1: 0.024000
Kernel 2: 98.669998
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.008016 0.923077 fi:0.242005. Ave ac:0.010601,0.009541
Initialization: 6.584000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.076000
Kernel 1: 0.023000
Kernel 2: 97.987000
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.005567 0.862069 fi:0.315025. Ave ac:0.008782,0.010270
Initialization: 6.902000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.191000
Kernel 1: 0.023000
Kernel 2: 96.918999
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.004900 0.880000 fi:0.271586. Ave ac:0.012372,0.015529
Initialization: 6.924000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.518000
Kernel 1: 0.025000
Kernel 2: 96.247002
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.006012 0.870968 fi:0.285565. Ave ac:0.010450,0.011080
Initialization: 7.076000
Memcpy Classifiers: 0.304000
Memcpy Instances: 10.035000
Kernel 1: 0.022000
Kernel 2: 96.779999
Copyback: 0.018000
Sum: 0.033000
It 30,Best ac:0.005344 0.888889 fi:0.262633. Ave ac:0.011345,0.012365
Initialization: 6.704000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.362000
Kernel 1: 0.024000
Kernel 2: 97.301003
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.005121 0.958333 fi:0.224267. Ave ac:0.009060,0.008785
MDL Theory Length Weight: 2.3130918006 (10)
Initialization: 6.586000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.683000
Kernel 1: 0.024000
Kernel 2: 95.292999
Copyback: 0.018000
Sum: 0.030000
It 32,Best ac:0.006236 0.933333 fi:0.218241. Ave ac:0.009210,0.009605
Initialization: 6.979000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.541000
Kernel 1: 0.025000
Kernel 2: 96.210999
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.005124 0.920000 fi:0.237971. Ave ac:0.008859,0.008765
Initialization: 23.986000
Memcpy Instances: 447.141998
Memcpy Classifiers: 0.062000
Kernel 1: 0.026000
Kernel 2: 513.552979
Copyback: 0.016000
Sum: 0.011000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 507.588013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 489.806000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 490.381989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 504.037994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 500.087006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.015000
Kernel 2: 492.911987
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 511.123993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 485.317993
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 489.705994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 525.481995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 507.838013
Copyback: 0.359000
Sum: 0.004000
Memcpy Classifiers: 0.063000
Kernel 1: 0.023000
Kernel 2: 503.324005
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 158.852997
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004588 0.794140 fi:0.380377. Ave ac:0.009216,0.032283
Best acc 0.004588 0.794140
Rule:Att PSSM_-3_2 is [<1.723263]|Att PSSM_-3_5 is [-6.763674,6.763674]|Att PSSM_-3_7 is [<-1.092174]|Att PSSM_-3_13 is [-4.056184,8.056184]|Att PSSM_-3_19 is [-5.186426,5.186426]|Att PSSM_-1_2 is [<-2.811306]|Att PSSM_0_6 is [<-0.889263]|Att PSSM_0_12 is [-6.702064,-3.132427]|Att PSSM_1_7 is [-6.608078,-2.432613]|Att PSSM_2_17 is [<3.445584]|Att PSSM_4_7 is [<-1.323169]|1
Accuracy : 0.733278
0	1	
162360	1720	
60863	9695	
Removed 1297 instances. 223223 Instances left. Acc of rule 0.004588-0.794140
Initialization: 6.646000
Memcpy Classifiers: 0.596000
Memcpy Instances: 9.157000
Kernel 1: 0.026000
Kernel 2: 108.793999
Copyback: 0.018000
Sum: 0.031000
Initial population average accuracy1:0.006233 accuracy2:0.251757
Initialization: 6.969000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.516000
Kernel 1: 0.024000
Kernel 2: 114.652000
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.005376 0.727273 fi:0.372413. Ave ac:0.012638,0.016836
Initialization: 6.907000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.919000
Kernel 1: 0.024000
Kernel 2: 115.739998
Copyback: 0.018000
Sum: 0.030000
It 1,Best ac:0.006720 0.625000 fi:0.474184. Ave ac:0.016298,0.022953
Initialization: 6.986000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.908000
Kernel 1: 0.026000
Kernel 2: 117.114998
Copyback: 0.020000
Sum: 0.030000
It 2,Best ac:0.007839 0.714286 fi:0.384481. Ave ac:0.015927,0.020399
Initialization: 6.814000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.444000
Kernel 1: 0.023000
Kernel 2: 113.652000
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.006496 0.690476 fi:0.408791. Ave ac:0.014832,0.017969
Initialization: 6.593000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.241000
Kernel 1: 0.025000
Kernel 2: 112.427002
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.005152 0.766667 fi:0.333102. Ave ac:0.013931,0.016048
Initialization: 6.644000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.421000
Kernel 1: 0.024000
Kernel 2: 108.307999
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.004928 0.785714 fi:0.314138. Ave ac:0.013976,0.015622
Initialization: 6.565000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.233000
Kernel 1: 0.023000
Kernel 2: 110.649002
Copyback: 0.017000
Sum: 0.026000
It 6,Best ac:0.004703 0.807692 fi:0.292245. Ave ac:0.013761,0.015207
Initialization: 6.654000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.193000
Kernel 1: 0.026000
Kernel 2: 109.092003
Copyback: 0.018000
Sum: 0.030000
It 7,Best ac:0.008289 0.804348 fi:0.294251. Ave ac:0.010078,0.013522
Initialization: 6.756000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.865000
Kernel 1: 0.025000
Kernel 2: 108.325996
Copyback: 0.018000
Sum: 0.028000
It 8,Best ac:0.005376 0.827586 fi:0.272099. Ave ac:0.010583,0.010944
Initialization: 7.321000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.062000
Kernel 1: 0.025000
Kernel 2: 110.653999
Copyback: 0.018000
Sum: 0.028000
It 9,Best ac:0.009183 0.836735 fi:0.261533. Ave ac:0.008231,0.008920
Iteration 10:MDL fitness activated
Error 0.261533 TL 0.041840
MDL Theory Length Weight: 2.0836090451 (1)
Initialization: 6.532000
Memcpy Classifiers: 0.639000
Memcpy Instances: 8.850000
Kernel 1: 0.025000
Kernel 2: 110.142998
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.015450 0.784091 fi:0.365195. Ave ac:0.009248,0.010631
Initialization: 6.817000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.400000
Kernel 1: 0.025000
Kernel 2: 107.880997
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.006720 0.857143 fi:0.318742. Ave ac:0.010131,0.010853
Initialization: 6.632000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.921000
Kernel 1: 0.024000
Kernel 2: 106.002998
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.007841 0.875000 fi:0.298059. Ave ac:0.010975,0.011333
Initialization: 6.723000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.342000
Kernel 1: 0.023000
Kernel 2: 109.846001
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.008063 0.923077 fi:0.246498. Ave ac:0.011465,0.010369
Initialization: 6.769000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.904000
Kernel 1: 0.024000
Kernel 2: 105.117996
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.012993 0.865672 fi:0.288398. Ave ac:0.010677,0.011986
Initialization: 6.852000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.669000
Kernel 1: 0.024000
Kernel 2: 103.089996
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.008287 0.880952 fi:0.259636. Ave ac:0.010768,0.010838
Initialization: 7.082000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.304000
Kernel 1: 0.023000
Kernel 2: 100.867996
Copyback: 0.018000
Sum: 0.030000
It 16,Best ac:0.005824 0.866667 fi:0.313731. Ave ac:0.010209,0.012138
Initialization: 6.745000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.185000
Kernel 1: 0.025000
Kernel 2: 99.482002
Copyback: 0.018000
Sum: 0.031000
It 17,Best ac:0.005152 0.958333 fi:0.195244. Ave ac:0.010043,0.010672
Initialization: 6.937000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.952000
Kernel 1: 0.024000
Kernel 2: 100.417000
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.005151 0.920000 fi:0.232741. Ave ac:0.008560,0.007925
Initialization: 6.994000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.998000
Kernel 1: 0.025000
Kernel 2: 100.267998
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.007168 0.941176 fi:0.234037. Ave ac:0.008953,0.007441
Initialization: 6.765000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.850000
Kernel 1: 0.027000
Kernel 2: 103.987999
Copyback: 0.018000
Sum: 0.029000
It 20,Best ac:0.008511 0.950000 fi:0.225216. Ave ac:0.009093,0.006995
Initialization: 6.817000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.879000
Kernel 1: 0.025000
Kernel 2: 104.871002
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.008961 0.909091 fi:0.247338. Ave ac:0.006166,0.005678
Initialization: 6.653000
Memcpy Classifiers: 0.447000
Memcpy Instances: 8.841000
Kernel 1: 0.026000
Kernel 2: 100.653999
Copyback: 0.018000
Sum: 0.028000
It 22,Best ac:0.013665 0.924242 fi:0.241108. Ave ac:0.007423,0.006691
Initialization: 7.831000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.073000
Kernel 1: 0.023000
Kernel 2: 105.223000
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.006496 0.878788 fi:0.271741. Ave ac:0.007547,0.007251
Initialization: 6.596000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.893000
Kernel 1: 0.025000
Kernel 2: 100.255997
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.004480 1.000000 fi:0.177489. Ave ac:0.008362,0.007515
Initialization: 6.592000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.941000
Kernel 1: 0.025000
Kernel 2: 102.564003
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.004704 0.954545 fi:0.208307. Ave ac:0.007132,0.004603
Initialization: 6.831000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.880000
Kernel 1: 0.025000
Kernel 2: 103.138000
Copyback: 0.018000
Sum: 0.033000
It 26,Best ac:0.004703 0.954545 fi:0.202511. Ave ac:0.007789,0.006010
Initialization: 6.580000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.008000
Kernel 1: 0.024000
Kernel 2: 100.987999
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.004927 0.956522 fi:0.219035. Ave ac:0.005660,0.004454
Initialization: 7.450000
Memcpy Classifiers: 0.385000
Memcpy Instances: 9.292000
Kernel 1: 0.025000
Kernel 2: 98.692001
Copyback: 0.017000
Sum: 0.040000
It 28,Best ac:0.005376 0.960000 fi:0.217461. Ave ac:0.007278,0.005307
Initialization: 6.849000
Memcpy Classifiers: 0.388000
Memcpy Instances: 8.909000
Kernel 1: 0.023000
Kernel 2: 97.394997
Copyback: 0.372000
Sum: 0.040000
It 29,Best ac:0.004704 0.875000 fi:0.279188. Ave ac:0.007522,0.006310
Initialization: 7.142000
Memcpy Classifiers: 0.368000
Memcpy Instances: 8.989000
Kernel 1: 0.024000
Kernel 2: 97.741997
Copyback: 0.017000
Sum: 0.036000
It 30,Best ac:0.009183 0.872340 fi:0.271854. Ave ac:0.007065,0.005729
Initialization: 6.873000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 97.836998
Copyback: 0.018000
Sum: 0.036000
It 31,Best ac:0.004479 0.952381 fi:0.241537. Ave ac:0.009252,0.007972
Initialization: 6.671000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.217000
Kernel 1: 0.023000
Kernel 2: 97.642998
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.006943 0.939394 fi:0.212208. Ave ac:0.010641,0.008252
Initialization: 7.428000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.904000
Kernel 1: 0.025000
Kernel 2: 94.723000
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.004480 0.952381 fi:0.215551. Ave ac:0.007866,0.007016
MDL Theory Length Weight: 1.8752481406 (10)
Initialization: 23.697001
Memcpy Instances: 450.427002
Memcpy Classifiers: 0.069000
Kernel 1: 0.025000
Kernel 2: 491.907013
Copyback: 0.015000
Sum: 0.011000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 496.841003
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 512.125000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 516.823975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 487.865997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.088000
Kernel 1: 0.013000
Kernel 2: 492.067993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 506.774994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 497.325012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.014000
Kernel 2: 491.436005
Copyback: 0.021000
Sum: 0.005000
Memcpy Classifiers: 0.069000
Kernel 1: 0.022000
Kernel 2: 504.257996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 505.954010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 479.816010
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 488.203003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 156.975998
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.005170 0.782904 fi:0.365686. Ave ac:0.007462,0.025332
Best acc 0.005170 0.782904
Initialization: 6.652000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.503000
Kernel 1: 0.024000
Kernel 2: 107.078003
Copyback: 0.017000
Sum: 0.035000
Initial population average accuracy1:0.005854 accuracy2:0.261936
Initialization: 6.880000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.117000
Kernel 1: 0.023000
Kernel 2: 118.334999
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.010753 0.585366 fi:0.512314. Ave ac:0.012060,0.016722
Initialization: 6.719000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.953000
Kernel 1: 0.023000
Kernel 2: 116.449997
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.008513 0.666667 fi:0.431849. Ave ac:0.015012,0.019909
Initialization: 6.614000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.011000
Kernel 1: 0.024000
Kernel 2: 115.375000
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.005375 0.685714 fi:0.413971. Ave ac:0.016711,0.023922
Initialization: 6.846000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.837000
Kernel 1: 0.023000
Kernel 2: 111.335999
Copyback: 0.017000
Sum: 0.038000
It 3,Best ac:0.013214 0.728395 fi:0.368370. Ave ac:0.017699,0.020677
Initialization: 6.604000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.027000
Kernel 1: 0.021000
Kernel 2: 106.665001
Copyback: 0.017000
Sum: 0.039000
It 4,Best ac:0.004479 0.714286 fi:0.396186. Ave ac:0.017458,0.021561
Initialization: 6.908000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.856000
Kernel 1: 0.021000
Kernel 2: 101.311996
Copyback: 0.220000
Sum: 0.039000
It 5,Best ac:0.004703 0.913043 fi:0.186894. Ave ac:0.016985,0.022541
Initialization: 6.619000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.684000
Kernel 1: 0.022000
Kernel 2: 96.699997
Copyback: 0.017000
Sum: 0.038000
It 6,Best ac:0.004479 0.714286 fi:0.396916. Ave ac:0.017689,0.024838
Initialization: 7.036000
Memcpy Classifiers: 0.364000
Memcpy Instances: 10.139000
Kernel 1: 0.022000
Kernel 2: 92.459999
Copyback: 0.018000
Sum: 0.036000
It 7,Best ac:0.006496 0.805556 fi:0.293712. Ave ac:0.018317,0.024958
Initialization: 6.640000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.197000
Kernel 1: 0.021000
Kernel 2: 90.806999
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.005152 0.851852 fi:0.247917. Ave ac:0.017032,0.021061
Initialization: 7.114000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.162000
Kernel 1: 0.021000
Kernel 2: 91.669998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.005600 0.806452 fi:0.293150. Ave ac:0.015147,0.022186
Iteration 10:MDL fitness activated
Error 0.293150 TL 0.018142
MDL Theory Length Weight: 5.3861698440 (5)
Initialization: 7.095000
Memcpy Classifiers: 0.324000
Memcpy Instances: 9.206000
Kernel 1: 0.022000
Kernel 2: 93.762001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006944 0.815789 fi:0.388565. Ave ac:0.014322,0.022301
Initialization: 6.614000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.864000
Kernel 1: 0.022000
Kernel 2: 90.780998
Copyback: 0.018000
Sum: 0.031000
It 11,Best ac:0.004928 0.846154 fi:0.382556. Ave ac:0.015188,0.020610
Initialization: 6.550000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.095000
Kernel 1: 0.023000
Kernel 2: 90.037003
Copyback: 0.018000
Sum: 0.026000
It 12,Best ac:0.005376 0.827586 fi:0.373490. Ave ac:0.019801,0.032029
Initialization: 6.606000
Memcpy Classifiers: 0.306000
Memcpy Instances: 9.820000
Kernel 1: 0.023000
Kernel 2: 89.205002
Copyback: 0.017000
Sum: 0.022000
It 13,Best ac:0.004480 0.833333 fi:0.352246. Ave ac:0.018095,0.028747
Initialization: 6.736000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.962000
Kernel 1: 0.022000
Kernel 2: 87.255997
Copyback: 0.018000
Sum: 0.024000
It 14,Best ac:0.008961 0.851064 fi:0.350338. Ave ac:0.019548,0.031373
Initialization: 6.865000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.909000
Kernel 1: 0.022000
Kernel 2: 84.320999
Copyback: 0.017000
Sum: 0.021000
It 15,Best ac:0.004928 0.733333 fi:0.452792. Ave ac:0.017134,0.032701
Initialization: 6.886000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.958000
Kernel 1: 0.022000
Kernel 2: 84.702003
Copyback: 0.018000
Sum: 0.024000
It 16,Best ac:0.007615 0.790698 fi:0.364051. Ave ac:0.021122,0.031992
Initialization: 6.589000
Memcpy Classifiers: 0.205000
Memcpy Instances: 9.089000
Kernel 1: 0.023000
Kernel 2: 88.029999
Copyback: 0.017000
Sum: 0.024000
It 17,Best ac:0.005151 0.884615 fi:0.302310. Ave ac:0.023604,0.043486
Initialization: 6.802000
Memcpy Classifiers: 0.205000
Memcpy Instances: 9.361000
Kernel 1: 0.022000
Kernel 2: 86.533997
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.005824 0.928571 fi:0.245137. Ave ac:0.026662,0.043716
Initialization: 7.831000
Memcpy Classifiers: 0.251000
Memcpy Instances: 9.379000
Kernel 1: 0.022000
Kernel 2: 84.348999
Copyback: 0.019000
Sum: 0.025000
It 19,Best ac:0.010524 0.796610 fi:0.352802. Ave ac:0.019011,0.032997
Initialization: 6.968000
Memcpy Classifiers: 0.206000
Memcpy Instances: 8.897000
Kernel 1: 0.022000
Kernel 2: 87.301003
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.006271 0.933333 fi:0.246554. Ave ac:0.020877,0.034103
Initialization: 7.091000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.932000
Kernel 1: 0.023000
Kernel 2: 82.700996
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.008065 0.857143 fi:0.318533. Ave ac:0.018772,0.034421
Initialization: 6.639000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 84.430000
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.004703 0.913043 fi:0.262545. Ave ac:0.015636,0.022926
Initialization: 6.965000
Memcpy Classifiers: 0.206000
Memcpy Instances: 9.203000
Kernel 1: 0.022000
Kernel 2: 88.299004
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.005599 0.833333 fi:0.371524. Ave ac:0.013083,0.019028
Initialization: 6.694000
Memcpy Classifiers: 0.206000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 86.957001
Copyback: 0.018000
Sum: 0.024000
It 24,Best ac:0.010974 0.803279 fi:0.350215. Ave ac:0.015140,0.022174
Initialization: 7.040000
Memcpy Classifiers: 0.190000
Memcpy Instances: 9.696000
Kernel 1: 0.022000
Kernel 2: 80.318001
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.007168 0.864865 fi:0.343803. Ave ac:0.017726,0.027003
Initialization: 6.566000
Memcpy Classifiers: 0.228000
Memcpy Instances: 9.283000
Kernel 1: 0.022000
Kernel 2: 80.077003
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.006272 0.848485 fi:0.319105. Ave ac:0.017077,0.024723
Initialization: 7.337000
Memcpy Classifiers: 0.227000
Memcpy Instances: 9.101000
Kernel 1: 0.022000
Kernel 2: 79.791000
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.007616 0.894737 fi:0.278252. Ave ac:0.017992,0.024216
MDL Theory Length Weight: 4.8475528596 (10)
Initialization: 6.729000
Memcpy Classifiers: 0.190000
Memcpy Instances: 8.838000
Kernel 1: 0.022000
Kernel 2: 82.050003
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.007839 0.897436 fi:0.262748. Ave ac:0.013654,0.017274
Initialization: 6.871000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.921000
Kernel 1: 0.022000
Kernel 2: 80.310997
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.009185 0.891304 fi:0.259518. Ave ac:0.013979,0.019729
Initialization: 6.571000
Memcpy Classifiers: 0.228000
Memcpy Instances: 9.034000
Kernel 1: 0.023000
Kernel 2: 82.589996
Copyback: 0.020000
Sum: 0.025000
It 30,Best ac:0.007841 0.875000 fi:0.271884. Ave ac:0.012858,0.018048
Initialization: 6.608000
Memcpy Classifiers: 0.205000
Memcpy Instances: 9.107000
Kernel 1: 0.023000
Kernel 2: 85.405998
Copyback: 0.018000
Sum: 0.024000
It 31,Best ac:0.005600 0.961538 fi:0.198462. Ave ac:0.011522,0.016239
Initialization: 7.081000
Memcpy Classifiers: 0.205000
Memcpy Instances: 8.955000
Kernel 1: 0.022000
Kernel 2: 85.968002
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.006943 0.968750 fi:0.197124. Ave ac:0.012522,0.019854
Initialization: 7.275000
Memcpy Classifiers: 0.229000
Memcpy Instances: 9.070000
Kernel 1: 0.022000
Kernel 2: 81.403000
Copyback: 0.018000
Sum: 0.025000
It 33,Best ac:0.005152 0.851852 fi:0.297091. Ave ac:0.013409,0.017432
Initialization: 24.172001
Memcpy Instances: 450.130005
Memcpy Classifiers: 0.048000
Kernel 1: 0.021000
Kernel 2: 472.110992
Copyback: 0.015000
Sum: 0.029000
Memcpy Classifiers: 0.046000
Kernel 1: 0.015000
Kernel 2: 470.382996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 452.726990
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.045000
Kernel 1: 0.015000
Kernel 2: 448.533997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 477.234985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 465.207001
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.046000
Kernel 1: 0.015000
Kernel 2: 475.834015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.044000
Kernel 1: 0.014000
Kernel 2: 457.651001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 477.490997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.014000
Kernel 2: 465.549011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.013000
Kernel 2: 463.380005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.014000
Kernel 2: 461.169006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.045000
Kernel 1: 0.014000
Kernel 2: 454.350006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.041000
Kernel 1: 0.015000
Kernel 2: 150.132004
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004941 0.782825 fi:0.377422. Ave ac:0.010422,0.037363
Best acc 0.004941 0.782825
Rule:Att PSSM_-1_7 is [-6.647946,-0.485362]|Att PSSM_-1_11 is [<3.793967]|Att PSSM_0_1 is [>-0.823471]|Att PSSM_0_6 is [<-2.832524]|Att PSSM_0_12 is [-6.421502,-3.505584]|Att PSSM_1_9 is [-6.338681,6.254180]|Att PSSM_1_12 is [-6.262771,-0.560036]|Att PSSM_2_6 is [<3.464547]|Att PSSM_2_7 is [<-1.886246]|1
Accuracy : 0.736833
0	1	
162040	2040	
59709	10849	
Removed 1474 instances. 221749 Instances left. Acc of rule 0.005170-0.782904
Initialization: 6.818000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.060000
Kernel 1: 0.025000
Kernel 2: 108.253998
Copyback: 0.017000
Sum: 0.055000
Initial population average accuracy1:0.006336 accuracy2:0.263229
Initialization: 6.914000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.913000
Kernel 1: 0.022000
Kernel 2: 115.262001
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.004059 0.818182 fi:0.365821. Ave ac:0.013094,0.017432
Initialization: 6.879000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.870000
Kernel 1: 0.023000
Kernel 2: 115.672997
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.005862 0.666667 fi:0.432810. Ave ac:0.016091,0.021647
Initialization: 6.503000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 114.939003
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.004962 0.758621 fi:0.341196. Ave ac:0.015458,0.019270
Initialization: 6.460000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.767000
Kernel 1: 0.021000
Kernel 2: 113.084999
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.005637 0.735294 fi:0.364268. Ave ac:0.015251,0.016454
Initialization: 6.538000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.194000
Kernel 1: 0.022000
Kernel 2: 115.737999
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.005186 0.851852 fi:0.247880. Ave ac:0.012802,0.014717
Initialization: 6.503000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.874000
Kernel 1: 0.433000
Kernel 2: 117.336998
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.006539 0.743590 fi:0.355631. Ave ac:0.011299,0.013315
Initialization: 6.493000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.659000
Kernel 1: 0.023000
Kernel 2: 120.598999
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.005411 0.774194 fi:0.325455. Ave ac:0.010753,0.011109
Initialization: 6.819000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.879000
Kernel 1: 0.023000
Kernel 2: 121.318001
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.005411 0.857143 fi:0.242504. Ave ac:0.011861,0.013906
Initialization: 6.805000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.845000
Kernel 1: 0.022000
Kernel 2: 121.779999
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.008568 0.808511 fi:0.289944. Ave ac:0.008129,0.008768
Initialization: 6.713000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.834000
Kernel 1: 0.023000
Kernel 2: 123.525002
Copyback: 0.018000
Sum: 0.033000
It 9,Best ac:0.004510 0.952381 fi:0.147607. Ave ac:0.009402,0.008852
Iteration 10:MDL fitness activated
Error 0.147607 TL 0.036928
MDL Theory Length Weight: 1.3323697898 (1)
Initialization: 6.859000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.968000
Kernel 1: 0.022000
Kernel 2: 124.721001
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.008796 0.847826 fi:0.303402. Ave ac:0.006941,0.005436
Initialization: 6.817000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.873000
Kernel 1: 0.022000
Kernel 2: 121.591003
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.004961 0.846154 fi:0.305221. Ave ac:0.008464,0.006187
Initialization: 6.423000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.047000
Kernel 1: 0.021000
Kernel 2: 120.553001
Copyback: 0.018000
Sum: 0.038000
It 12,Best ac:0.004510 0.869565 fi:0.278936. Ave ac:0.006156,0.004214
Initialization: 6.796000
Memcpy Classifiers: 0.447000
Memcpy Instances: 9.001000
Kernel 1: 0.021000
Kernel 2: 118.460999
Copyback: 0.018000
Sum: 0.038000
It 13,Best ac:0.004961 0.814815 fi:0.328619. Ave ac:0.006193,0.004499
Initialization: 7.041000
Memcpy Classifiers: 0.472000
Memcpy Instances: 9.346000
Kernel 1: 0.023000
Kernel 2: 114.681999
Copyback: 0.017000
Sum: 0.046000
It 14,Best ac:0.006764 0.769231 fi:0.374120. Ave ac:0.006673,0.004334
Initialization: 7.897000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.194000
Kernel 1: 0.022000
Kernel 2: 110.943001
Copyback: 0.017000
Sum: 0.039000
It 15,Best ac:0.004959 0.916667 fi:0.230972. Ave ac:0.006690,0.005003
Initialization: 6.595000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.519000
Kernel 1: 0.022000
Kernel 2: 108.695999
Copyback: 0.018000
Sum: 0.040000
It 16,Best ac:0.009019 0.816327 fi:0.329946. Ave ac:0.008614,0.009909
Initialization: 6.515000
Memcpy Classifiers: 0.786000
Memcpy Instances: 8.906000
Kernel 1: 0.021000
Kernel 2: 105.845001
Copyback: 0.021000
Sum: 0.039000
It 17,Best ac:0.006313 0.903226 fi:0.245308. Ave ac:0.008979,0.008025
Initialization: 6.991000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.860000
Kernel 1: 0.023000
Kernel 2: 103.121002
Copyback: 0.017000
Sum: 0.041000
It 18,Best ac:0.005862 0.962963 fi:0.191119. Ave ac:0.008541,0.005621
Initialization: 7.027000
Memcpy Classifiers: 0.763000
Memcpy Instances: 9.019000
Kernel 1: 0.022000
Kernel 2: 101.518997
Copyback: 0.017000
Sum: 0.039000
It 19,Best ac:0.005187 0.884615 fi:0.263812. Ave ac:0.006955,0.004502
Initialization: 6.681000
Memcpy Classifiers: 0.443000
Memcpy Instances: 9.001000
Kernel 1: 0.023000
Kernel 2: 100.553001
Copyback: 0.017000
Sum: 0.037000
It 20,Best ac:0.008117 0.923077 fi:0.220248. Ave ac:0.006862,0.005317
Initialization: 6.542000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.439000
Kernel 1: 0.022000
Kernel 2: 96.690002
Copyback: 0.018000
Sum: 0.039000
It 21,Best ac:0.005185 0.793103 fi:0.352886. Ave ac:0.006991,0.004181
Initialization: 6.796000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.870000
Kernel 1: 0.022000
Kernel 2: 94.624001
Copyback: 0.018000
Sum: 0.030000
It 22,Best ac:0.004509 0.869565 fi:0.266413. Ave ac:0.006162,0.004126
Initialization: 6.846000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.894000
Kernel 1: 0.023000
Kernel 2: 97.419998
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.004510 0.952381 fi:0.183544. Ave ac:0.007085,0.005379
Initialization: 6.839000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.835000
Kernel 1: 0.022000
Kernel 2: 96.946999
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.004735 0.875000 fi:0.263928. Ave ac:0.005213,0.003681
Initialization: 7.001000
Memcpy Classifiers: 0.364000
Memcpy Instances: 10.128000
Kernel 1: 0.022000
Kernel 2: 95.176003
Copyback: 0.018000
Sum: 0.040000
It 25,Best ac:0.006315 0.903226 fi:0.236489. Ave ac:0.007907,0.005256
Initialization: 6.923000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.627000
Kernel 1: 0.021000
Kernel 2: 96.453003
Copyback: 0.018000
Sum: 0.036000
It 26,Best ac:0.006315 0.823529 fi:0.309915. Ave ac:0.006960,0.003955
Initialization: 6.816000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.993000
Kernel 1: 0.021000
Kernel 2: 94.946999
Copyback: 0.018000
Sum: 0.036000
It 27,Best ac:0.006313 0.848485 fi:0.290412. Ave ac:0.007041,0.006424
Initialization: 6.907000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 93.733002
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.004962 0.916667 fi:0.227190. Ave ac:0.007225,0.004823
Initialization: 7.032000
Memcpy Classifiers: 0.367000
Memcpy Instances: 9.188000
Kernel 1: 0.022000
Kernel 2: 92.366997
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.006764 0.909091 fi:0.235837. Ave ac:0.008568,0.004810
Initialization: 6.533000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.098000
Kernel 1: 0.024000
Kernel 2: 92.862999
Copyback: 0.020000
Sum: 0.036000
It 30,Best ac:0.006313 0.875000 fi:0.258445. Ave ac:0.006582,0.004168
Initialization: 6.604000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.109000
Kernel 1: 0.022000
Kernel 2: 94.091003
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.004510 0.869565 fi:0.267557. Ave ac:0.007299,0.005717
Initialization: 6.766000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.093000
Kernel 1: 0.022000
Kernel 2: 92.391998
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.006537 0.878788 fi:0.260317. Ave ac:0.006846,0.004158
MDL Theory Length Weight: 1.1991328108 (10)
Initialization: 6.565000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.987000
Kernel 1: 0.022000
Kernel 2: 93.941002
Copyback: 0.017000
Sum: 0.035000
It 33,Best ac:0.004961 1.000000 fi:0.138274. Ave ac:0.005819,0.003634
Initialization: 24.985001
Memcpy Instances: 444.678009
Memcpy Classifiers: 0.067000
Kernel 1: 0.026000
Kernel 2: 515.114990
Copyback: 0.368000
Sum: 0.014000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 514.609009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 499.337006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 493.997986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 495.830994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 494.735992
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 501.938995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 487.802002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 495.484009
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 497.315002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 501.170990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 499.790985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 443.031006
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005678 0.748069 fi:0.382202. Ave ac:0.006725,0.022093
Best acc 0.005678 0.748069
Initialization: 6.957000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.074000
Kernel 1: 0.024000
Kernel 2: 109.075996
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005253 accuracy2:0.268955
Initialization: 6.584000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.347000
Kernel 1: 0.021000
Kernel 2: 114.955002
Copyback: 0.018000
Sum: 0.059000
It 0,Best ac:0.004284 0.703704 fi:0.434966. Ave ac:0.011177,0.016583
Initialization: 6.560000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.850000
Kernel 1: 0.022000
Kernel 2: 115.554001
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.005861 0.764706 fi:0.334772. Ave ac:0.014503,0.016990
Initialization: 6.735000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.918000
Kernel 1: 0.023000
Kernel 2: 115.208000
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.003832 0.809524 fi:0.420457. Ave ac:0.015247,0.019063
Initialization: 6.731000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.076000
Kernel 1: 0.022000
Kernel 2: 111.677002
Copyback: 0.017000
Sum: 0.040000
It 3,Best ac:0.004509 0.714286 fi:0.385703. Ave ac:0.013391,0.015434
Initialization: 6.561000
Memcpy Classifiers: 0.458000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 112.944000
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.006088 0.818182 fi:0.281209. Ave ac:0.013911,0.013810
Initialization: 6.565000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.243000
Kernel 1: 0.022000
Kernel 2: 111.079002
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.006313 0.777778 fi:0.321528. Ave ac:0.010605,0.009522
Initialization: 6.550000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.973000
Kernel 1: 0.022000
Kernel 2: 109.681000
Copyback: 0.017000
Sum: 0.038000
It 6,Best ac:0.007217 0.780488 fi:0.318478. Ave ac:0.009244,0.008209
Initialization: 6.921000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.234000
Kernel 1: 0.022000
Kernel 2: 106.952003
Copyback: 0.019000
Sum: 0.041000
It 7,Best ac:0.005637 0.694444 fi:0.405117. Ave ac:0.008248,0.007048
Initialization: 6.622000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.245000
Kernel 1: 0.023000
Kernel 2: 107.953003
Copyback: 0.018000
Sum: 0.037000
It 8,Best ac:0.004510 0.800000 fi:0.299987. Ave ac:0.009526,0.008283
Initialization: 6.922000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.311000
Kernel 1: 0.023000
Kernel 2: 110.446999
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.004510 0.909091 fi:0.190898. Ave ac:0.008758,0.007662
Iteration 10:MDL fitness activated
Error 0.190898 TL 0.021879
MDL Theory Length Weight: 2.9084125029 (1)
Initialization: 6.602000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.902000
Kernel 1: 0.022000
Kernel 2: 110.647003
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.006990 0.885714 fi:0.284235. Ave ac:0.010526,0.009096
Initialization: 6.801000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.936000
Kernel 1: 0.022000
Kernel 2: 113.106003
Copyback: 0.018000
Sum: 0.029000
It 11,Best ac:0.004735 0.840000 fi:0.385096. Ave ac:0.009608,0.012083
Initialization: 6.552000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.072000
Kernel 1: 0.022000
Kernel 2: 111.500000
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.009921 0.814815 fi:0.342819. Ave ac:0.011352,0.011327
Initialization: 6.628000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.832000
Kernel 1: 0.023000
Kernel 2: 107.734001
Copyback: 0.018000
Sum: 0.037000
It 13,Best ac:0.010598 0.824561 fi:0.337505. Ave ac:0.011998,0.013893
Initialization: 6.824000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.045000
Kernel 1: 0.022000
Kernel 2: 106.444000
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.004961 0.814815 fi:0.345031. Ave ac:0.012620,0.015099
Initialization: 7.010000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.457000
Kernel 1: 0.022000
Kernel 2: 104.907997
Copyback: 0.017000
Sum: 0.040000
It 15,Best ac:0.005862 0.896552 fi:0.277999. Ave ac:0.013456,0.011152
Initialization: 7.175000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.882000
Kernel 1: 0.022000
Kernel 2: 106.608002
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.004959 0.880000 fi:0.288318. Ave ac:0.013506,0.015028
Initialization: 6.573000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.321000
Kernel 1: 0.023000
Kernel 2: 105.144997
Copyback: 0.018000
Sum: 0.038000
It 17,Best ac:0.005637 0.862069 fi:0.341082. Ave ac:0.012314,0.009950
Initialization: 7.318000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.867000
Kernel 1: 0.023000
Kernel 2: 99.791000
Copyback: 0.019000
Sum: 0.038000
It 18,Best ac:0.004284 1.000000 fi:0.225546. Ave ac:0.012878,0.013660
Initialization: 6.612000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.929000
Kernel 1: 0.022000
Kernel 2: 102.955002
Copyback: 0.018000
Sum: 0.036000
It 19,Best ac:0.004510 0.869565 fi:0.298358. Ave ac:0.010141,0.009553
Initialization: 6.609000
Memcpy Classifiers: 0.339000
Memcpy Instances: 9.043000
Kernel 1: 0.022000
Kernel 2: 99.747002
Copyback: 0.018000
Sum: 0.035000
It 20,Best ac:0.004285 0.950000 fi:0.254170. Ave ac:0.009843,0.008359
Initialization: 6.548000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.175000
Kernel 1: 0.021000
Kernel 2: 95.759003
Copyback: 0.017000
Sum: 0.038000
It 21,Best ac:0.006990 0.885714 fi:0.290246. Ave ac:0.011020,0.008762
Initialization: 6.541000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.907000
Kernel 1: 0.023000
Kernel 2: 94.499001
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.007666 0.850000 fi:0.338586. Ave ac:0.009153,0.007862
Initialization: 6.765000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.874000
Kernel 1: 0.022000
Kernel 2: 91.523003
Copyback: 0.017000
Sum: 0.040000
It 23,Best ac:0.004961 0.916667 fi:0.251650. Ave ac:0.009608,0.007642
Initialization: 6.822000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.863000
Kernel 1: 0.022000
Kernel 2: 93.872002
Copyback: 0.017000
Sum: 0.038000
It 24,Best ac:0.005411 0.923077 fi:0.255638. Ave ac:0.009480,0.009169
Initialization: 6.599000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.015000
Kernel 1: 0.022000
Kernel 2: 93.767998
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.005186 0.884615 fi:0.293038. Ave ac:0.008778,0.008135
Initialization: 6.739000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.910000
Kernel 1: 0.022000
Kernel 2: 91.994003
Copyback: 0.017000
Sum: 0.036000
It 26,Best ac:0.006313 0.903226 fi:0.260905. Ave ac:0.009100,0.009649
Initialization: 6.593000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.105000
Kernel 1: 0.022000
Kernel 2: 91.244003
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.004735 0.875000 fi:0.281288. Ave ac:0.007804,0.008881
MDL Theory Length Weight: 2.6175712526 (10)
Initialization: 6.616000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.070000
Kernel 1: 0.022000
Kernel 2: 92.477997
Copyback: 0.017000
Sum: 0.036000
It 28,Best ac:0.007441 0.916667 fi:0.226866. Ave ac:0.008979,0.007228
Initialization: 6.831000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.325000
Kernel 1: 0.022000
Kernel 2: 90.092003
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.005638 0.781250 fi:0.367120. Ave ac:0.006574,0.008719
Initialization: 7.419000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.843000
Kernel 1: 0.023000
Kernel 2: 89.376999
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.006087 0.964286 fi:0.180190. Ave ac:0.011434,0.013427
Initialization: 6.596000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.832000
Kernel 1: 0.023000
Kernel 2: 89.156998
Copyback: 0.016000
Sum: 0.032000
It 31,Best ac:0.004962 0.916667 fi:0.234677. Ave ac:0.008410,0.011169
Initialization: 6.953000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.958000
Kernel 1: 0.022000
Kernel 2: 90.861000
Copyback: 0.018000
Sum: 0.035000
It 32,Best ac:0.004736 0.954545 fi:0.207713. Ave ac:0.009100,0.009608
Initialization: 7.050000
Memcpy Classifiers: 0.286000
Memcpy Instances: 9.148000
Kernel 1: 0.022000
Kernel 2: 89.623001
Copyback: 0.017000
Sum: 0.039000
It 33,Best ac:0.004735 0.840000 fi:0.298427. Ave ac:0.009373,0.013846
Initialization: 23.877001
Memcpy Instances: 448.085999
Memcpy Classifiers: 0.066000
Kernel 1: 0.022000
Kernel 2: 476.692993
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 481.609985
Copyback: 0.364000
Sum: 0.005000
Memcpy Classifiers: 0.065000
Kernel 1: 0.018000
Kernel 2: 494.101990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 493.675995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 456.816986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 484.579010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 470.959015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.016000
Kernel 2: 470.701996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 481.382996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 472.222992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 484.684998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 482.851013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 434.080994
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.005060 0.745515 fi:0.399347. Ave ac:0.009432,0.033095
Best acc 0.005060 0.745515
Rule:Att PSSM_0_6 is [<-3.517153]|Att PSSM_0_10 is [>1.410024]|Att PSSM_1_6 is [<1.722913]|Att PSSM_1_7 is [-6.453032,0.453031]|Att PSSM_1_15 is [-6.074944,0.074944]|Att PSSM_2_2 is [-5.317607,-1.325822]|Att PSSM_2_7 is [-5.199701,-0.800299]|Att PSSM_2_19 is [>-3.286868]|1
Accuracy : 0.740392
0	1	
161616	2464	
58450	12108	
Removed 1683 instances. 220066 Instances left. Acc of rule 0.005678-0.748069
Initialization: 6.484000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.168000
Kernel 1: 0.024000
Kernel 2: 106.588997
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005237 accuracy2:0.246116
Initialization: 6.481000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.144000
Kernel 1: 0.021000
Kernel 2: 115.692001
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.004772 0.750000 fi:0.349864. Ave ac:0.011126,0.018003
Initialization: 6.460000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.033000
Kernel 1: 0.022000
Kernel 2: 114.265999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.011588 0.621951 fi:0.475303. Ave ac:0.014654,0.021800
Initialization: 6.658000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.222000
Kernel 1: 0.023000
Kernel 2: 115.657997
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.004544 0.606061 fi:0.493890. Ave ac:0.016410,0.021502
Initialization: 6.461000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.822000
Kernel 1: 0.023000
Kernel 2: 114.627998
Copyback: 0.018000
Sum: 0.034000
It 3,Best ac:0.004999 0.814815 fi:0.284962. Ave ac:0.016565,0.021634
Initialization: 7.145000
Memcpy Classifiers: 0.463000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 112.297997
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.008862 0.750000 fi:0.348298. Ave ac:0.016428,0.018296
Initialization: 6.548000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.848000
Kernel 1: 0.023000
Kernel 2: 109.706001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.004317 0.826087 fi:0.294163. Ave ac:0.013695,0.015314
Initialization: 6.489000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.823000
Kernel 1: 0.024000
Kernel 2: 106.183998
Copyback: 0.018000
Sum: 0.032000
It 6,Best ac:0.005908 0.838710 fi:0.260719. Ave ac:0.013321,0.013940
Initialization: 6.615000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.111000
Kernel 1: 0.021000
Kernel 2: 109.463997
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.009768 0.741379 fi:0.356571. Ave ac:0.013787,0.013640
Initialization: 6.534000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.877000
Kernel 1: 0.023000
Kernel 2: 112.525002
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.006589 0.805556 fi:0.293613. Ave ac:0.011095,0.009168
Initialization: 6.409000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.396000
Kernel 1: 0.022000
Kernel 2: 110.280998
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.007042 0.911765 fi:0.187229. Ave ac:0.010382,0.008315
Iteration 10:MDL fitness activated
Error 0.187229 TL 0.027124
MDL Theory Length Weight: 2.3009141680 (1)
Initialization: 6.501000
Memcpy Classifiers: 0.773000
Memcpy Instances: 8.943000
Kernel 1: 0.022000
Kernel 2: 107.749001
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.004999 0.916667 fi:0.253816. Ave ac:0.008732,0.009809
Initialization: 6.601000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.894000
Kernel 1: 0.022000
Kernel 2: 106.810997
Copyback: 0.018000
Sum: 0.036000
It 11,Best ac:0.005226 0.884615 fi:0.274211. Ave ac:0.009090,0.010825
Initialization: 6.530000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.276000
Kernel 1: 0.022000
Kernel 2: 104.667000
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.006589 0.906250 fi:0.266958. Ave ac:0.010511,0.011296
Initialization: 6.928000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.439000
Kernel 1: 0.022000
Kernel 2: 107.456001
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.006817 0.810811 fi:0.347882. Ave ac:0.010424,0.014631
Initialization: 6.738000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.837000
Kernel 1: 0.022000
Kernel 2: 102.564003
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.007269 0.820513 fi:0.332646. Ave ac:0.009762,0.013133
Initialization: 6.473000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.065000
Kernel 1: 0.023000
Kernel 2: 105.084000
Copyback: 0.018000
Sum: 0.034000
It 15,Best ac:0.004999 0.956522 fi:0.202392. Ave ac:0.010822,0.013701
Initialization: 6.617000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.349000
Kernel 1: 0.022000
Kernel 2: 105.413002
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004999 0.880000 fi:0.267715. Ave ac:0.008350,0.010114
Initialization: 6.763000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.872000
Kernel 1: 0.023000
Kernel 2: 105.125000
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.005226 0.821429 fi:0.331853. Ave ac:0.009747,0.016677
Initialization: 6.885000
Memcpy Classifiers: 0.349000
Memcpy Instances: 8.883000
Kernel 1: 0.022000
Kernel 2: 105.321999
Copyback: 0.016000
Sum: 0.034000
It 18,Best ac:0.006815 0.882353 fi:0.267688. Ave ac:0.009856,0.013214
Initialization: 6.596000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.897000
Kernel 1: 0.022000
Kernel 2: 106.970001
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.004317 1.000000 fi:0.193326. Ave ac:0.008818,0.015279
Initialization: 6.447000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.055000
Kernel 1: 0.022000
Kernel 2: 109.396004
Copyback: 0.020000
Sum: 0.037000
It 20,Best ac:0.006135 0.843750 fi:0.329632. Ave ac:0.006456,0.010260
Initialization: 6.748000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.306000
Kernel 1: 0.021000
Kernel 2: 109.890999
Copyback: 0.018000
Sum: 0.037000
It 21,Best ac:0.005452 0.888889 fi:0.265755. Ave ac:0.007827,0.007578
Initialization: 6.928000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.966000
Kernel 1: 0.022000
Kernel 2: 107.149002
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.004998 0.916667 fi:0.244755. Ave ac:0.006336,0.006010
Initialization: 6.543000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.104000
Kernel 1: 0.022000
Kernel 2: 108.829002
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.005225 0.920000 fi:0.226022. Ave ac:0.008383,0.007115
Initialization: 6.543000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.988000
Kernel 1: 0.021000
Kernel 2: 108.207001
Copyback: 0.018000
Sum: 0.035000
It 24,Best ac:0.004317 0.904762 fi:0.259954. Ave ac:0.007037,0.007098
Initialization: 6.471000
Memcpy Classifiers: 0.754000
Memcpy Instances: 8.917000
Kernel 1: 0.022000
Kernel 2: 107.375000
Copyback: 0.017000
Sum: 0.041000
It 25,Best ac:0.006134 0.900000 fi:0.237234. Ave ac:0.007514,0.008562
Initialization: 6.734000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.935000
Kernel 1: 0.021000
Kernel 2: 104.570000
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.005453 0.857143 fi:0.272886. Ave ac:0.007847,0.010324
Initialization: 6.564000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.156000
Kernel 1: 0.021000
Kernel 2: 103.403000
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.004772 0.954545 fi:0.191651. Ave ac:0.009298,0.010049
Initialization: 6.747000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.844000
Kernel 1: 0.023000
Kernel 2: 105.646004
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.004544 0.909091 fi:0.228221. Ave ac:0.006005,0.009323
Initialization: 6.697000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 102.639999
Copyback: 0.017000
Sum: 0.039000
It 29,Best ac:0.004543 0.909091 fi:0.228754. Ave ac:0.007690,0.007814
Initialization: 7.060000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.828000
Kernel 1: 0.023000
Kernel 2: 100.782997
Copyback: 0.018000
Sum: 0.031000
It 30,Best ac:0.004772 0.875000 fi:0.268991. Ave ac:0.006213,0.009286
Initialization: 6.511000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.710000
Kernel 1: 0.022000
Kernel 2: 98.507004
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.007726 0.829268 fi:0.313372. Ave ac:0.009082,0.012343
Initialization: 6.786000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.057000
Kernel 1: 0.023000
Kernel 2: 104.856003
Copyback: 0.025000
Sum: 0.035000
It 32,Best ac:0.004772 0.875000 fi:0.271346. Ave ac:0.006430,0.010555
Initialization: 6.484000
Memcpy Classifiers: 0.309000
Memcpy Instances: 9.049000
Kernel 1: 0.023000
Kernel 2: 100.658997
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.011361 0.746269 fi:0.384952. Ave ac:0.006448,0.008898
Initialization: 24.093000
Memcpy Instances: 441.848999
Memcpy Classifiers: 0.056000
Kernel 1: 0.022000
Kernel 2: 543.499023
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 536.075989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 530.213013
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 523.041992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 536.901001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 509.256012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 533.421021
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 540.689026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 526.296997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 520.249023
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 523.205994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 519.409973
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 245.300003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005021 0.756849 fi:0.373345. Ave ac:0.009851,0.034918
Best acc 0.005021 0.756849
Initialization: 7.370000
Memcpy Classifiers: 0.599000
Memcpy Instances: 9.161000
Kernel 1: 0.023000
Kernel 2: 108.306000
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005921 accuracy2:0.256331
Initialization: 6.563000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.458000
Kernel 1: 0.024000
Kernel 2: 115.580002
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.005453 0.727273 fi:0.372330. Ave ac:0.011325,0.015527
Initialization: 6.490000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.109000
Kernel 1: 0.022000
Kernel 2: 114.685997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.009316 0.640625 fi:0.457499. Ave ac:0.014221,0.017515
Initialization: 7.422000
Memcpy Classifiers: 0.509000
Memcpy Instances: 9.467000
Kernel 1: 0.021000
Kernel 2: 113.185997
Copyback: 0.371000
Sum: 0.038000
It 2,Best ac:0.004999 0.733333 fi:0.366444. Ave ac:0.013830,0.017260
Initialization: 6.870000
Memcpy Classifiers: 0.507000
Memcpy Instances: 9.017000
Kernel 1: 0.022000
Kernel 2: 112.208000
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005226 0.766667 fi:0.333023. Ave ac:0.012416,0.015768
Initialization: 6.672000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.704000
Kernel 1: 0.022000
Kernel 2: 111.134003
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.005453 0.827586 fi:0.272017. Ave ac:0.012010,0.014268
Initialization: 6.821000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.225000
Kernel 1: 0.022000
Kernel 2: 105.897003
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.004771 0.724138 fi:0.375726. Ave ac:0.010918,0.012978
Initialization: 6.537000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.916000
Kernel 1: 0.023000
Kernel 2: 103.058998
Copyback: 0.017000
Sum: 0.039000
It 6,Best ac:0.005681 0.781250 fi:0.318266. Ave ac:0.010536,0.010156
Initialization: 6.711000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.110000
Kernel 1: 0.022000
Kernel 2: 98.930000
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.005681 0.892857 fi:0.206659. Ave ac:0.009500,0.008544
Initialization: 6.544000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.127000
Kernel 1: 0.023000
Kernel 2: 94.712997
Copyback: 0.017000
Sum: 0.039000
It 8,Best ac:0.005906 0.838710 fi:0.260719. Ave ac:0.007691,0.006660
Initialization: 18.903999
Memcpy Classifiers: 0.437000
Memcpy Instances: 21.257000
Kernel 1: 0.022000
Kernel 2: 95.547997
Copyback: 0.017000
Sum: 0.040000
It 9,Best ac:0.004772 0.875000 fi:0.224864. Ave ac:0.009299,0.006931
Iteration 10:MDL fitness activated
Error 0.224864 TL 0.025861
MDL Theory Length Weight: 2.8984229187 (3)
Initialization: 6.567000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.820000
Kernel 1: 0.024000
Kernel 2: 89.532997
Copyback: 0.017000
Sum: 0.040000
It 10,Best ac:0.004317 0.826087 fi:0.389386. Ave ac:0.005446,0.004032
Initialization: 6.475000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.255000
Kernel 1: 0.022000
Kernel 2: 88.772003
Copyback: 0.017000
Sum: 0.041000
It 11,Best ac:0.004998 0.880000 fi:0.295968. Ave ac:0.006305,0.004941
Initialization: 7.080000
Memcpy Classifiers: 0.835000
Memcpy Instances: 9.155000
Kernel 1: 0.022000
Kernel 2: 90.117996
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004090 0.900000 fi:0.346889. Ave ac:0.006656,0.004775
Initialization: 6.592000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.882000
Kernel 1: 0.022000
Kernel 2: 91.132004
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.005681 0.862069 fi:0.313638. Ave ac:0.008740,0.005739
Initialization: 6.642000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 90.434998
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.004090 0.857143 fi:0.385109. Ave ac:0.006525,0.003986
Initialization: 6.419000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.160000
Kernel 1: 0.023000
Kernel 2: 90.446999
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.004544 0.869565 fi:0.318134. Ave ac:0.005765,0.005191
Initialization: 6.577000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.929000
Kernel 1: 0.024000
Kernel 2: 94.643997
Copyback: 0.018000
Sum: 0.042000
It 16,Best ac:0.004544 0.952381 fi:0.223815. Ave ac:0.009400,0.008197
Initialization: 6.527000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 91.039001
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.004771 0.750000 fi:0.421759. Ave ac:0.007103,0.005240
Initialization: 6.455000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.885000
Kernel 1: 0.023000
Kernel 2: 91.301003
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.009314 0.820000 fi:0.349221. Ave ac:0.007031,0.005584
Initialization: 6.901000
Memcpy Classifiers: 0.568000
Memcpy Instances: 8.888000
Kernel 1: 0.022000
Kernel 2: 90.646004
Copyback: 0.018000
Sum: 0.037000
It 19,Best ac:0.006589 0.906250 fi:0.259238. Ave ac:0.008833,0.006822
Initialization: 6.740000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.186000
Kernel 1: 0.023000
Kernel 2: 89.952003
Copyback: 0.024000
Sum: 0.033000
It 20,Best ac:0.005453 0.857143 fi:0.296717. Ave ac:0.007399,0.004716
Initialization: 6.514000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.077000
Kernel 1: 0.024000
Kernel 2: 90.808998
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.004999 0.916667 fi:0.250112. Ave ac:0.006077,0.003702
Initialization: 6.634000
Memcpy Classifiers: 0.429000
Memcpy Instances: 8.995000
Kernel 1: 0.024000
Kernel 2: 91.077003
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.005681 0.806452 fi:0.367201. Ave ac:0.005849,0.003625
Initialization: 6.580000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.091000
Kernel 1: 0.022000
Kernel 2: 90.323997
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.004317 0.904762 fi:0.281734. Ave ac:0.007222,0.005366
Initialization: 6.537000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.086000
Kernel 1: 0.022000
Kernel 2: 90.108002
Copyback: 0.018000
Sum: 0.033000
It 24,Best ac:0.004999 0.814815 fi:0.351709. Ave ac:0.005516,0.004488
Initialization: 8.006000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 92.985001
Copyback: 0.018000
Sum: 0.034000
It 25,Best ac:0.004999 0.880000 fi:0.286420. Ave ac:0.008287,0.007287
MDL Theory Length Weight: 2.6085806268 (10)
Initialization: 6.524000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.700000
Kernel 1: 0.022000
Kernel 2: 87.022003
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.004543 0.800000 fi:0.356628. Ave ac:0.005563,0.005171
Initialization: 6.940000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.957000
Kernel 1: 0.021000
Kernel 2: 92.597000
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.004999 0.846154 fi:0.317698. Ave ac:0.007466,0.006715
Initialization: 6.940000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.964000
Kernel 1: 0.022000
Kernel 2: 96.742996
Copyback: 0.018000
Sum: 0.034000
It 28,Best ac:0.004544 0.869565 fi:0.280825. Ave ac:0.007332,0.007420
Initialization: 6.910000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.450000
Kernel 1: 0.022000
Kernel 2: 92.377998
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.004772 0.913043 fi:0.251401. Ave ac:0.007855,0.005836
Initialization: 6.434000
Memcpy Classifiers: 0.333000
Memcpy Instances: 9.968000
Kernel 1: 0.022000
Kernel 2: 93.214996
Copyback: 0.018000
Sum: 0.032000
It 30,Best ac:0.007269 0.914286 fi:0.249469. Ave ac:0.009173,0.007255
Initialization: 6.839000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.000000
Kernel 1: 0.022000
Kernel 2: 95.439003
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.004999 0.880000 fi:0.270217. Ave ac:0.007646,0.005942
Initialization: 7.193000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.242000
Kernel 1: 0.022000
Kernel 2: 92.814003
Copyback: 0.018000
Sum: 0.033000
It 32,Best ac:0.006135 0.900000 fi:0.260306. Ave ac:0.006531,0.004870
Initialization: 6.798000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.864000
Kernel 1: 0.022000
Kernel 2: 91.841003
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.005226 0.851852 fi:0.299345. Ave ac:0.006013,0.006340
Initialization: 25.346001
Memcpy Instances: 438.415009
Memcpy Classifiers: 0.064000
Kernel 1: 0.022000
Kernel 2: 494.238007
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 500.846985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 496.608002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 491.937988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 498.526001
Copyback: 0.403000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 498.329987
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 503.852997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 490.122009
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 492.394989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 501.868011
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 484.678009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 498.464996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 239.660995
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004271 0.750799 fi:0.429151. Ave ac:0.008876,0.030293
Best acc 0.004271 0.750799
Rule:Att PSSM_-3_3 is [<5.814252]|Att PSSM_0_12 is [<-4.792302]|Att PSSM_1_4 is [-7.057601,-3.153584]|Att PSSM_1_5 is [-2.991166,6.389456]|Att PSSM_2_15 is [<7.943550]|1
Accuracy : 0.743588
0	1	
161261	2819	
57345	13213	
Removed 1460 instances. 218606 Instances left. Acc of rule 0.005021-0.756849
Initialization: 6.573000
Memcpy Classifiers: 0.560000
Memcpy Instances: 8.818000
Kernel 1: 0.026000
Kernel 2: 106.808998
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.005824 accuracy2:0.248279
Initialization: 7.307000
Memcpy Classifiers: 0.512000
Memcpy Instances: 9.043000
Kernel 1: 0.022000
Kernel 2: 109.730003
Copyback: 0.017000
Sum: 0.061000
It 0,Best ac:0.005032 0.611111 fi:0.488629. Ave ac:0.011700,0.018206
Initialization: 6.700000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.519000
Kernel 1: 0.023000
Kernel 2: 114.094002
Copyback: 0.018000
Sum: 0.037000
It 1,Best ac:0.004346 0.558824 fi:0.544552. Ave ac:0.016596,0.021331
Initialization: 6.481000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.831000
Kernel 1: 0.022000
Kernel 2: 108.014999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.003660 0.941176 fi:0.303771. Ave ac:0.015269,0.018295
Initialization: 8.135000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 105.875999
Copyback: 0.017000
Sum: 0.038000
It 3,Best ac:0.005947 0.764706 fi:0.334680. Ave ac:0.012487,0.014944
Initialization: 6.573000
Memcpy Classifiers: 0.474000
Memcpy Instances: 8.820000
Kernel 1: 0.022000
Kernel 2: 103.066002
Copyback: 0.018000
Sum: 0.037000
It 4,Best ac:0.004803 0.777778 fi:0.322051. Ave ac:0.012108,0.013583
Initialization: 6.635000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.098000
Kernel 1: 0.022000
Kernel 2: 103.741997
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.006863 0.769231 fi:0.329798. Ave ac:0.012023,0.013117
Initialization: 6.842000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.354000
Kernel 1: 0.024000
Kernel 2: 99.817001
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.004346 0.791667 fi:0.311709. Ave ac:0.011016,0.013223
Initialization: 6.503000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.569000
Kernel 1: 0.023000
Kernel 2: 98.093002
Copyback: 0.017000
Sum: 0.039000
It 7,Best ac:0.004346 0.863636 fi:0.239739. Ave ac:0.009451,0.009227
Initialization: 6.550000
Memcpy Classifiers: 0.380000
Memcpy Instances: 10.532000
Kernel 1: 0.022000
Kernel 2: 96.806000
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.005948 0.812500 fi:0.286884. Ave ac:0.009042,0.010341
Initialization: 6.519000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.048000
Kernel 1: 0.022000
Kernel 2: 95.345001
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.006632 0.852941 fi:0.246179. Ave ac:0.008218,0.008184
Iteration 10:MDL fitness activated
Error 0.246179 TL 0.022434
MDL Theory Length Weight: 3.6578111398 (3)
Initialization: 6.495000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.923000
Kernel 1: 0.023000
Kernel 2: 93.955002
Copyback: 0.018000
Sum: 0.035000
It 10,Best ac:0.005261 0.766667 fi:0.386991. Ave ac:0.006747,0.005763
Initialization: 6.574000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.830000
Kernel 1: 0.023000
Kernel 2: 96.188004
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.004345 0.904762 fi:0.287876. Ave ac:0.007616,0.007208
Initialization: 6.729000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.889000
Kernel 1: 0.023000
Kernel 2: 90.696999
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.010750 0.854545 fi:0.339603. Ave ac:0.007368,0.007374
Initialization: 6.986000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.105000
Kernel 1: 0.023000
Kernel 2: 89.328003
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.005261 0.920000 fi:0.299226. Ave ac:0.007762,0.007895
Initialization: 6.715000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.925000
Kernel 1: 0.023000
Kernel 2: 89.600998
Copyback: 0.017000
Sum: 0.038000
It 14,Best ac:0.005032 0.880000 fi:0.322718. Ave ac:0.006705,0.004987
Initialization: 6.530000
Memcpy Classifiers: 0.359000
Memcpy Instances: 9.049000
Kernel 1: 0.022000
Kernel 2: 89.092003
Copyback: 0.017000
Sum: 0.037000
It 15,Best ac:0.004346 0.950000 fi:0.232245. Ave ac:0.007189,0.006742
Initialization: 6.459000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.167000
Kernel 1: 0.023000
Kernel 2: 87.407997
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.004575 0.909091 fi:0.291818. Ave ac:0.005704,0.005208
Initialization: 6.435000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.338000
Kernel 1: 0.024000
Kernel 2: 87.749001
Copyback: 0.018000
Sum: 0.031000
It 17,Best ac:0.004802 0.954545 fi:0.217408. Ave ac:0.007150,0.006542
Initialization: 6.800000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 90.393997
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.004346 1.000000 fi:0.192944. Ave ac:0.006484,0.006269
Initialization: 6.707000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.820000
Kernel 1: 0.024000
Kernel 2: 87.880997
Copyback: 0.018000
Sum: 0.039000
It 19,Best ac:0.004803 0.954545 fi:0.229462. Ave ac:0.005892,0.007660
Initialization: 6.503000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.174000
Kernel 1: 0.024000
Kernel 2: 89.486000
Copyback: 0.017000
Sum: 0.039000
It 20,Best ac:0.004802 0.954545 fi:0.202177. Ave ac:0.006649,0.009156
Initialization: 6.507000
Memcpy Classifiers: 0.796000
Memcpy Instances: 9.843000
Kernel 1: 0.023000
Kernel 2: 88.056999
Copyback: 0.017000
Sum: 0.037000
It 21,Best ac:0.004345 0.904762 fi:0.285151. Ave ac:0.005202,0.006563
Initialization: 6.876000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.828000
Kernel 1: 0.023000
Kernel 2: 89.272003
Copyback: 0.017000
Sum: 0.038000
It 22,Best ac:0.007546 0.891892 fi:0.272748. Ave ac:0.007976,0.011171
Initialization: 6.767000
Memcpy Classifiers: 0.266000
Memcpy Instances: 9.088000
Kernel 1: 0.023000
Kernel 2: 87.971001
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.005032 0.785714 fi:0.376263. Ave ac:0.005548,0.011100
Initialization: 6.434000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 84.419998
Copyback: 0.017000
Sum: 0.037000
It 24,Best ac:0.004575 0.869565 fi:0.297203. Ave ac:0.005805,0.012329
Initialization: 6.507000
Memcpy Classifiers: 0.333000
Memcpy Instances: 10.164000
Kernel 1: 0.023000
Kernel 2: 83.545998
Copyback: 0.017000
Sum: 0.036000
It 25,Best ac:0.004575 0.952381 fi:0.269902. Ave ac:0.008085,0.008091
Initialization: 6.522000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.071000
Kernel 1: 0.023000
Kernel 2: 82.660004
Copyback: 0.016000
Sum: 0.036000
It 26,Best ac:0.005489 0.857143 fi:0.306315. Ave ac:0.006459,0.009132
Initialization: 6.297000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.165000
Kernel 1: 0.023000
Kernel 2: 85.114998
Copyback: 0.018000
Sum: 0.035000
It 27,Best ac:0.005262 0.920000 fi:0.244918. Ave ac:0.008609,0.010928
MDL Theory Length Weight: 3.2920300258 (10)
Initialization: 6.702000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 83.083000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.005032 0.916667 fi:0.264766. Ave ac:0.006034,0.007961
Initialization: 6.478000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 80.362999
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.004574 0.909091 fi:0.242293. Ave ac:0.007873,0.015710
Initialization: 6.776000
Memcpy Classifiers: 0.286000
Memcpy Instances: 8.874000
Kernel 1: 0.022000
Kernel 2: 80.440002
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.006633 0.906250 fi:0.249486. Ave ac:0.008937,0.009401
Initialization: 6.497000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.869000
Kernel 1: 0.022000
Kernel 2: 78.636002
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.004575 0.952381 fi:0.203575. Ave ac:0.007575,0.012324
Initialization: 6.703000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.046000
Kernel 1: 0.023000
Kernel 2: 79.969002
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.009835 0.781818 fi:0.356702. Ave ac:0.006181,0.011127
Initialization: 6.640000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.320000
Kernel 1: 0.023000
Kernel 2: 78.805000
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.004803 0.954545 fi:0.210702. Ave ac:0.007899,0.013358
Initialization: 24.917000
Memcpy Instances: 446.298004
Memcpy Classifiers: 0.061000
Kernel 1: 0.022000
Kernel 2: 441.781006
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 440.795013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 456.403015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 446.362000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 464.718994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 447.494995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 446.451996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 440.095001
Copyback: 0.359000
Sum: 0.006000
Memcpy Classifiers: 0.061000
Kernel 1: 0.022000
Kernel 2: 447.115997
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.015000
Kernel 2: 453.635010
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.055000
Kernel 1: 0.019000
Kernel 2: 451.963989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 456.131989
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.044000
Kernel 1: 0.015000
Kernel 2: 161.404007
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004995 0.787311 fi:0.369059. Ave ac:0.007336,0.024973
Best acc 0.004995 0.787311
Initialization: 6.789000
Memcpy Classifiers: 0.507000
Memcpy Instances: 9.032000
Kernel 1: 0.026000
Kernel 2: 105.336998
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005473 accuracy2:0.245984
Initialization: 6.441000
Memcpy Classifiers: 0.756000
Memcpy Instances: 8.923000
Kernel 1: 0.023000
Kernel 2: 110.228996
Copyback: 0.018000
Sum: 0.041000
It 0,Best ac:0.009607 0.591549 fi:0.506418. Ave ac:0.010396,0.014159
Initialization: 6.682000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.115000
Kernel 1: 0.023000
Kernel 2: 112.890999
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.030885 0.567227 fi:0.526010. Ave ac:0.013574,0.016533
Initialization: 6.678000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.932000
Kernel 1: 0.022000
Kernel 2: 113.014999
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.004804 0.700000 fi:0.399827. Ave ac:0.013748,0.016134
Initialization: 6.869000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.905000
Kernel 1: 0.022000
Kernel 2: 110.413002
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.003659 0.842105 fi:0.402843. Ave ac:0.012185,0.013852
Initialization: 7.387000
Memcpy Classifiers: 0.456000
Memcpy Instances: 9.395000
Kernel 1: 0.022000
Kernel 2: 107.184998
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.005032 0.785714 fi:0.314026. Ave ac:0.011802,0.013146
Initialization: 6.840000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.419000
Kernel 1: 0.023000
Kernel 2: 108.405998
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004802 0.840000 fi:0.259829. Ave ac:0.012606,0.013917
Initialization: 6.519000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.170000
Kernel 1: 0.023000
Kernel 2: 107.301003
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.005032 0.785714 fi:0.314026. Ave ac:0.014645,0.014086
Initialization: 6.935000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.158000
Kernel 1: 0.022000
Kernel 2: 108.717003
Copyback: 0.018000
Sum: 0.034000
It 7,Best ac:0.005948 0.838710 fi:0.260674. Ave ac:0.015403,0.015154
Initialization: 6.486000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.278000
Kernel 1: 0.024000
Kernel 2: 106.137001
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.006176 0.818182 fi:0.281115. Ave ac:0.013808,0.014276
Initialization: 6.787000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.921000
Kernel 1: 0.023000
Kernel 2: 105.649002
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.005261 0.821429 fi:0.278223. Ave ac:0.012470,0.016244
Iteration 10:MDL fitness activated
Error 0.278223 TL 0.027106
MDL Theory Length Weight: 3.4214447771 (5)
Initialization: 6.473000
Memcpy Classifiers: 0.368000
Memcpy Instances: 8.908000
Kernel 1: 0.023000
Kernel 2: 101.681000
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.005718 0.833333 fi:0.356104. Ave ac:0.011592,0.013278
Initialization: 6.500000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.543000
Kernel 1: 0.023000
Kernel 2: 103.213997
Copyback: 0.017000
Sum: 0.040000
It 11,Best ac:0.005261 0.851852 fi:0.360390. Ave ac:0.012731,0.017490
Initialization: 6.396000
Memcpy Classifiers: 0.377000
Memcpy Instances: 8.832000
Kernel 1: 0.023000
Kernel 2: 107.249001
Copyback: 0.018000
Sum: 0.038000
It 12,Best ac:0.007089 0.861111 fi:0.304632. Ave ac:0.013581,0.013145
Initialization: 6.652000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.731000
Kernel 1: 0.023000
Kernel 2: 100.732002
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.004575 0.800000 fi:0.370900. Ave ac:0.012808,0.012924
Initialization: 6.883000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.331000
Kernel 1: 0.024000
Kernel 2: 97.268997
Copyback: 0.018000
Sum: 0.041000
It 14,Best ac:0.005032 0.880000 fi:0.305459. Ave ac:0.013108,0.012425
Initialization: 6.821000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.214000
Kernel 1: 0.022000
Kernel 2: 95.445999
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.005947 0.866667 fi:0.328121. Ave ac:0.015598,0.015646
Initialization: 6.985000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.021000
Kernel 1: 0.022000
Kernel 2: 93.320999
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.004575 0.869565 fi:0.285922. Ave ac:0.012826,0.014033
Initialization: 6.458000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.896000
Kernel 1: 0.022000
Kernel 2: 92.456001
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.004803 0.875000 fi:0.292160. Ave ac:0.012845,0.012053
Initialization: 6.889000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.958000
Kernel 1: 0.022000
Kernel 2: 89.609001
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.005489 0.888889 fi:0.280182. Ave ac:0.011983,0.012626
Initialization: 6.498000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 89.419998
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.011434 0.833333 fi:0.323191. Ave ac:0.012904,0.014669
Initialization: 6.500000
Memcpy Classifiers: 0.303000
Memcpy Instances: 10.227000
Kernel 1: 0.023000
Kernel 2: 89.583000
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.006860 0.833333 fi:0.325249. Ave ac:0.013137,0.017158
Initialization: 6.858000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.825000
Kernel 1: 0.022000
Kernel 2: 87.286003
Copyback: 0.018000
Sum: 0.027000
It 21,Best ac:0.004575 0.869565 fi:0.293128. Ave ac:0.012394,0.013378
Initialization: 6.480000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.209000
Kernel 1: 0.022000
Kernel 2: 86.327003
Copyback: 0.018000
Sum: 0.026000
It 22,Best ac:0.005947 0.896552 fi:0.254167. Ave ac:0.010652,0.011306
Initialization: 7.037000
Memcpy Classifiers: 0.266000
Memcpy Instances: 9.184000
Kernel 1: 0.022000
Kernel 2: 85.236000
Copyback: 0.018000
Sum: 0.027000
It 23,Best ac:0.004345 0.826087 fi:0.330678. Ave ac:0.010637,0.011869
Initialization: 6.920000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.967000
Kernel 1: 0.022000
Kernel 2: 86.089996
Copyback: 0.018000
Sum: 0.027000
It 24,Best ac:0.006404 0.848485 fi:0.308875. Ave ac:0.011185,0.011666
Initialization: 6.334000
Memcpy Classifiers: 0.247000
Memcpy Instances: 9.168000
Kernel 1: 0.022000
Kernel 2: 87.185997
Copyback: 0.370000
Sum: 0.024000
It 25,Best ac:0.007091 0.815789 fi:0.338463. Ave ac:0.013111,0.013473
Initialization: 7.134000
Memcpy Classifiers: 0.286000
Memcpy Instances: 8.844000
Kernel 1: 0.023000
Kernel 2: 85.449997
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.004803 0.913043 fi:0.261598. Ave ac:0.013926,0.014236
Initialization: 6.443000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.822000
Kernel 1: 0.024000
Kernel 2: 86.275002
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.007319 0.842105 fi:0.317047. Ave ac:0.013292,0.012681
Initialization: 6.453000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.311000
Kernel 1: 0.023000
Kernel 2: 83.435997
Copyback: 0.018000
Sum: 0.025000
It 28,Best ac:0.007777 0.850000 fi:0.306125. Ave ac:0.013073,0.015351
Initialization: 6.403000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 85.440002
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.004345 0.863636 fi:0.307071. Ave ac:0.010740,0.011418
Initialization: 7.023000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.083000
Kernel 1: 0.023000
Kernel 2: 85.746002
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.005261 0.884615 fi:0.284544. Ave ac:0.010125,0.010871
Initialization: 6.524000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.983000
Kernel 1: 0.023000
Kernel 2: 85.653999
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.005947 0.838710 fi:0.321895. Ave ac:0.011311,0.014380
MDL Theory Length Weight: 3.0793002994 (10)
Initialization: 6.784000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.997000
Kernel 1: 0.023000
Kernel 2: 87.746002
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.004346 0.863636 fi:0.291453. Ave ac:0.011184,0.012932
Initialization: 6.472000
Memcpy Classifiers: 0.266000
Memcpy Instances: 9.062000
Kernel 1: 0.022000
Kernel 2: 85.134003
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.005031 0.814815 fi:0.339194. Ave ac:0.010097,0.013458
Initialization: 25.518999
Memcpy Instances: 442.816010
Memcpy Classifiers: 0.054000
Kernel 1: 0.023000
Kernel 2: 481.669006
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 486.031006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 476.944000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 478.529999
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 471.432007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 496.734009
Copyback: 0.017000
Sum: 0.005000
Memcpy Classifiers: 0.053000
Kernel 1: 0.017000
Kernel 2: 490.954987
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.016000
Kernel 2: 463.075989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 497.768005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 471.381989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 478.282990
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 488.598999
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.046000
Kernel 1: 0.016000
Kernel 2: 157.050995
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005297 0.727844 fi:0.419844. Ave ac:0.013215,0.045424
Best acc 0.005297 0.727844
Rule:Att PSSM_-3_13 is [>-6.279193]|Att PSSM_-1_3 is [-6.303190,-1.590816]|Att PSSM_0_1 is [>4.883550]|Att PSSM_0_12 is [<-2.222636]|Att PSSM_0_19 is [<-0.757670]|Att PSSM_2_18 is [<8.829782]|1
Accuracy : 0.746985
0	1	
160966	3114	
56253	14305	
Removed 1387 instances. 217219 Instances left. Acc of rule 0.004995-0.787311
Initialization: 6.885000
Memcpy Classifiers: 0.526000
Memcpy Instances: 9.128000
Kernel 1: 0.024000
Kernel 2: 107.130997
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005811 accuracy2:0.255563
Initialization: 6.678000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.765000
Kernel 1: 0.022000
Kernel 2: 114.311996
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.008285 0.610169 fi:0.488267. Ave ac:0.010967,0.016021
Initialization: 6.803000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.083000
Kernel 1: 0.023000
Kernel 2: 111.466003
Copyback: 0.018000
Sum: 0.290000
It 1,Best ac:0.011050 0.666667 fi:0.430685. Ave ac:0.014269,0.017526
Initialization: 6.453000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.218000
Kernel 1: 0.022000
Kernel 2: 108.675003
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.005295 0.676471 fi:0.423141. Ave ac:0.013632,0.015533
Initialization: 9.169000
Memcpy Classifiers: 0.457000
Memcpy Instances: 8.809000
Kernel 1: 0.023000
Kernel 2: 108.921997
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.004373 0.655172 fi:0.444801. Ave ac:0.013687,0.018622
Initialization: 6.826000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.880000
Kernel 1: 0.022000
Kernel 2: 106.733002
Copyback: 0.019000
Sum: 0.033000
It 4,Best ac:0.004604 0.869565 fi:0.230318. Ave ac:0.014479,0.016670
Initialization: 6.823000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.947000
Kernel 1: 0.022000
Kernel 2: 104.455002
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.005524 0.774194 fi:0.325328. Ave ac:0.014025,0.017041
Initialization: 7.498000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 100.570000
Copyback: 0.016000
Sum: 0.036000
It 6,Best ac:0.004603 0.833333 fi:0.266550. Ave ac:0.012380,0.012976
Initialization: 6.493000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.756000
Kernel 1: 0.023000
Kernel 2: 97.432999
Copyback: 0.018000
Sum: 0.036000
It 7,Best ac:0.005293 0.793103 fi:0.306508. Ave ac:0.011565,0.017335
Initialization: 6.417000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.962000
Kernel 1: 0.023000
Kernel 2: 97.391998
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.007597 0.846154 fi:0.252554. Ave ac:0.015780,0.020573
Initialization: 6.669000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.831000
Kernel 1: 0.022000
Kernel 2: 98.003998
Copyback: 0.016000
Sum: 0.034000
It 9,Best ac:0.003913 0.894737 fi:0.287332. Ave ac:0.010738,0.013863
Iteration 10:MDL fitness activated
Error 0.287332 TL 0.034306
MDL Theory Length Weight: 2.7918513024 (6)
Initialization: 6.477000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.783000
Kernel 1: 0.023000
Kernel 2: 94.919998
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.004834 0.777778 fi:0.389936. Ave ac:0.010443,0.013919
Initialization: 6.688000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.797000
Kernel 1: 0.023000
Kernel 2: 94.197998
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.005754 0.806452 fi:0.333074. Ave ac:0.010232,0.016856
Initialization: 6.644000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.768000
Kernel 1: 0.023000
Kernel 2: 94.287003
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.004373 0.826087 fi:0.314898. Ave ac:0.013317,0.022056
Initialization: 6.417000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.452000
Kernel 1: 0.022000
Kernel 2: 92.740997
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.008287 0.782609 fi:0.356549. Ave ac:0.011413,0.017115
Initialization: 7.254000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.048000
Kernel 1: 0.023000
Kernel 2: 92.573997
Copyback: 0.016000
Sum: 0.029000
It 14,Best ac:0.006446 0.823529 fi:0.316111. Ave ac:0.014159,0.024201
Initialization: 6.930000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.113000
Kernel 1: 0.022000
Kernel 2: 91.362000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.008057 0.795455 fi:0.370837. Ave ac:0.012147,0.020362
Initialization: 6.384000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.243000
Kernel 1: 0.022000
Kernel 2: 92.155998
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.004603 0.833333 fi:0.304768. Ave ac:0.009972,0.013680
Initialization: 6.759000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.790000
Kernel 1: 0.023000
Kernel 2: 90.582001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.005525 0.888889 fi:0.283193. Ave ac:0.013233,0.018649
Initialization: 6.461000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.752000
Kernel 1: 0.023000
Kernel 2: 95.102997
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.005755 0.892857 fi:0.272178. Ave ac:0.011298,0.017706
Initialization: 6.384000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.796000
Kernel 1: 0.023000
Kernel 2: 90.961998
Copyback: 0.017000
Sum: 0.026000
It 19,Best ac:0.004144 0.857143 fi:0.311779. Ave ac:0.012522,0.022918
Initialization: 6.347000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.463000
Kernel 1: 0.022000
Kernel 2: 89.022003
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.004143 0.947368 fi:0.252963. Ave ac:0.012250,0.018322
Initialization: 6.504000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.757000
Kernel 1: 0.024000
Kernel 2: 90.125000
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.004604 0.952381 fi:0.233131. Ave ac:0.011700,0.020185
Initialization: 6.421000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.957000
Kernel 1: 0.022000
Kernel 2: 92.269997
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.006446 0.823529 fi:0.310029. Ave ac:0.008092,0.011503
Initialization: 6.583000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.960000
Kernel 1: 0.023000
Kernel 2: 87.120003
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.004144 1.000000 fi:0.193568. Ave ac:0.009528,0.014425
Initialization: 6.370000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.004000
Kernel 1: 0.022000
Kernel 2: 90.610001
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.004834 0.840000 fi:0.308655. Ave ac:0.011475,0.018295
Initialization: 6.660000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.850000
Kernel 1: 0.022000
Kernel 2: 84.193001
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.004834 0.875000 fi:0.291507. Ave ac:0.011221,0.017240
Initialization: 6.644000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.802000
Kernel 1: 0.022000
Kernel 2: 90.474998
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.006215 0.843750 fi:0.309103. Ave ac:0.012917,0.019071
Initialization: 6.663000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.904000
Kernel 1: 0.023000
Kernel 2: 91.869003
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.004373 0.730769 fi:0.424147. Ave ac:0.009847,0.019129
Initialization: 6.365000
Memcpy Classifiers: 0.284000
Memcpy Instances: 11.383000
Kernel 1: 0.022000
Kernel 2: 87.196999
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.005985 0.866667 fi:0.272641. Ave ac:0.016525,0.028759
Initialization: 6.308000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.119000
Kernel 1: 0.023000
Kernel 2: 88.067001
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.004374 0.826087 fi:0.317812. Ave ac:0.014588,0.020006
Initialization: 6.716000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.013000
Kernel 1: 0.023000
Kernel 2: 83.056999
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.005063 0.785714 fi:0.353955. Ave ac:0.011141,0.017013
Initialization: 6.453000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.511000
Kernel 1: 0.022000
Kernel 2: 83.188004
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.005064 0.880000 fi:0.282369. Ave ac:0.011916,0.017274
Initialization: 6.913000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.981000
Kernel 1: 0.022000
Kernel 2: 82.519997
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.005295 0.851852 fi:0.310427. Ave ac:0.014317,0.024925
MDL Theory Length Weight: 2.5126661722 (10)
Initialization: 7.077000
Memcpy Classifiers: 0.366000
Memcpy Instances: 8.787000
Kernel 1: 0.023000
Kernel 2: 84.762001
Copyback: 0.018000
Sum: 0.024000
It 33,Best ac:0.005293 0.920000 fi:0.221309. Ave ac:0.014389,0.023992
Initialization: 25.202999
Memcpy Instances: 438.993011
Memcpy Classifiers: 0.050000
Kernel 1: 0.022000
Kernel 2: 505.640015
Copyback: 0.016000
Sum: 0.011000
Memcpy Classifiers: 0.049000
Kernel 1: 0.016000
Kernel 2: 481.165985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.015000
Kernel 2: 485.713013
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.048000
Kernel 1: 0.017000
Kernel 2: 477.204010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.016000
Kernel 2: 483.661987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 494.955994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 466.500000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 489.273010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 468.436005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.015000
Kernel 2: 472.907013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 474.653015
Copyback: 0.020000
Sum: 0.003000
Memcpy Classifiers: 0.049000
Kernel 1: 0.016000
Kernel 2: 494.453003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.017000
Kernel 2: 166.238007
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004553 0.725073 fi:0.414363. Ave ac:0.010523,0.038609
Best acc 0.004553 0.725073
Initialization: 7.243000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.080000
Kernel 1: 0.025000
Kernel 2: 105.158997
Copyback: 0.017000
Sum: 0.052000
Initial population average accuracy1:0.006480 accuracy2:0.249856
Initialization: 6.766000
Memcpy Classifiers: 0.566000
Memcpy Instances: 9.072000
Kernel 1: 0.022000
Kernel 2: 109.695000
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.009896 0.581081 fi:0.516723. Ave ac:0.012919,0.018011
Initialization: 6.942000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.441000
Kernel 1: 0.022000
Kernel 2: 112.372002
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.006215 0.658537 fi:0.440714. Ave ac:0.015168,0.022718
Initialization: 6.520000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.754000
Kernel 1: 0.023000
Kernel 2: 110.774002
Copyback: 0.018000
Sum: 0.032000
It 2,Best ac:0.004144 0.720000 fi:0.413955. Ave ac:0.014028,0.019197
Initialization: 6.418000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.801000
Kernel 1: 0.023000
Kernel 2: 113.121002
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.006444 0.622222 fi:0.476938. Ave ac:0.011617,0.012074
Initialization: 6.626000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.266000
Kernel 1: 0.022000
Kernel 2: 111.962997
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.006904 0.750000 fi:0.348979. Ave ac:0.012781,0.014387
Initialization: 6.740000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.782000
Kernel 1: 0.022000
Kernel 2: 112.763000
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.005295 0.821429 fi:0.278183. Ave ac:0.010190,0.011234
Initialization: 6.905000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.824000
Kernel 1: 0.024000
Kernel 2: 109.550003
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.006446 0.800000 fi:0.299160. Ave ac:0.010135,0.012149
Initialization: 6.483000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.969000
Kernel 1: 0.023000
Kernel 2: 111.524002
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.007827 0.829268 fi:0.269349. Ave ac:0.010529,0.011862
Initialization: 6.584000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.202000
Kernel 1: 0.023000
Kernel 2: 108.198997
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.004604 0.740741 fi:0.359142. Ave ac:0.007675,0.010240
Initialization: 6.671000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.781000
Kernel 1: 0.022000
Kernel 2: 110.347000
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.004604 0.833333 fi:0.266550. Ave ac:0.008334,0.010931
Iteration 10:MDL fitness activated
Error 0.266550 TL 0.028743
MDL Theory Length Weight: 3.0911758161 (1)
Initialization: 6.735000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.800000
Kernel 1: 0.024000
Kernel 2: 111.483002
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.006215 0.818182 fi:0.356778. Ave ac:0.009370,0.010757
Initialization: 6.538000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.816000
Kernel 1: 0.023000
Kernel 2: 108.806000
Copyback: 0.025000
Sum: 0.039000
It 11,Best ac:0.005295 0.821429 fi:0.339622. Ave ac:0.007886,0.009396
Initialization: 6.415000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.753000
Kernel 1: 0.025000
Kernel 2: 112.903999
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.006446 0.875000 fi:0.282138. Ave ac:0.008383,0.013015
Initialization: 6.468000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.151000
Kernel 1: 0.023000
Kernel 2: 108.401001
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.003913 0.944444 fi:0.311774. Ave ac:0.007899,0.007213
Initialization: 6.430000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.084000
Kernel 1: 0.023000
Kernel 2: 112.453003
Copyback: 0.017000
Sum: 0.239000
It 14,Best ac:0.006674 0.852941 fi:0.322431. Ave ac:0.005257,0.007056
Initialization: 6.807000
Memcpy Classifiers: 0.344000
Memcpy Instances: 9.007000
Kernel 1: 0.023000
Kernel 2: 104.526001
Copyback: 0.018000
Sum: 0.037000
It 15,Best ac:0.005064 0.846154 fi:0.324734. Ave ac:0.009449,0.011251
Initialization: 10.177000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.775000
Kernel 1: 0.023000
Kernel 2: 104.512001
Copyback: 0.018000
Sum: 0.031000
It 16,Best ac:0.008517 0.840909 fi:0.320654. Ave ac:0.009207,0.008113
Initialization: 7.024000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.137000
Kernel 1: 0.023000
Kernel 2: 97.350998
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.005064 0.814815 fi:0.351429. Ave ac:0.009094,0.008266
Initialization: 6.677000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.829000
Kernel 1: 0.023000
Kernel 2: 100.771004
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.004374 0.950000 fi:0.226881. Ave ac:0.009302,0.008716
Initialization: 6.673000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.789000
Kernel 1: 0.024000
Kernel 2: 101.074997
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.005985 0.787879 fi:0.381361. Ave ac:0.007500,0.007600
Initialization: 6.629000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.754000
Kernel 1: 0.023000
Kernel 2: 97.594002
Copyback: 0.017000
Sum: 0.038000
It 20,Best ac:0.009436 0.872340 fi:0.296898. Ave ac:0.008581,0.010937
Initialization: 6.452000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.828000
Kernel 1: 0.023000
Kernel 2: 98.269997
Copyback: 0.018000
Sum: 0.034000
It 21,Best ac:0.004373 0.904762 fi:0.251655. Ave ac:0.009430,0.007151
Initialization: 6.444000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.959000
Kernel 1: 0.023000
Kernel 2: 89.556000
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.004604 0.952381 fi:0.212831. Ave ac:0.008189,0.007244
Initialization: 6.552000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.944000
Kernel 1: 0.024000
Kernel 2: 86.487999
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.005525 0.774194 fi:0.375644. Ave ac:0.005920,0.006504
Initialization: 7.057000
Memcpy Classifiers: 0.286000
Memcpy Instances: 9.746000
Kernel 1: 0.023000
Kernel 2: 88.252998
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.007136 0.775000 fi:0.362419. Ave ac:0.009762,0.008578
Initialization: 7.949000
Memcpy Classifiers: 0.287000
Memcpy Instances: 9.247000
Kernel 1: 0.024000
Kernel 2: 86.329002
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.004374 0.904762 fi:0.238734. Ave ac:0.010192,0.009054
Initialization: 6.632000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.592000
Kernel 1: 0.024000
Kernel 2: 84.943001
Copyback: 0.018000
Sum: 0.026000
It 26,Best ac:0.007135 0.885714 fi:0.269075. Ave ac:0.009340,0.007690
Initialization: 7.012000
Memcpy Classifiers: 0.265000
Memcpy Instances: 10.618000
Kernel 1: 0.023000
Kernel 2: 84.635002
Copyback: 0.018000
Sum: 0.028000
It 27,Best ac:0.004144 0.900000 fi:0.280615. Ave ac:0.010351,0.008189
Initialization: 6.855000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.060000
Kernel 1: 0.022000
Kernel 2: 84.424004
Copyback: 0.018000
Sum: 0.028000
It 28,Best ac:0.006906 0.857143 fi:0.297986. Ave ac:0.008423,0.006989
Initialization: 6.757000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.795000
Kernel 1: 0.025000
Kernel 2: 83.632004
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.006214 0.870968 fi:0.286261. Ave ac:0.008472,0.008317
Initialization: 6.856000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.828000
Kernel 1: 0.023000
Kernel 2: 85.210999
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.007366 0.914286 fi:0.238632. Ave ac:0.008642,0.007623
Initialization: 6.798000
Memcpy Classifiers: 0.286000
Memcpy Instances: 8.888000
Kernel 1: 0.023000
Kernel 2: 84.474998
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.005063 0.916667 fi:0.237807. Ave ac:0.008929,0.008674
MDL Theory Length Weight: 2.7820582345 (10)
Initialization: 6.502000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.944000
Kernel 1: 0.024000
Kernel 2: 86.342003
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.004143 0.782609 fi:0.422418. Ave ac:0.008290,0.007417
Initialization: 6.712000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.875000
Kernel 1: 0.023000
Kernel 2: 89.664001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.005754 0.833333 fi:0.311294. Ave ac:0.009939,0.010632
Initialization: 24.708000
Memcpy Instances: 434.641998
Memcpy Classifiers: 0.061000
Kernel 1: 0.023000
Kernel 2: 479.576996
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 479.020996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 497.723999
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 490.105011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 506.777008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 478.381012
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.055000
Kernel 1: 0.016000
Kernel 2: 490.619995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 512.478027
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.053000
Kernel 1: 0.016000
Kernel 2: 485.575012
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.016000
Kernel 2: 478.891998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 480.076996
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.016000
Kernel 2: 506.679993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.043000
Kernel 1: 0.015000
Kernel 2: 166.341995
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004323 0.748207 fi:0.401081. Ave ac:0.008720,0.028891
Best acc 0.004323 0.748207
Rule:Att PSSM_-3_12 is [<-1.437274]|Att PSSM_-1_5 is [-1.745486,6.632762]|Att PSSM_-1_7 is [<-0.743687]|Att PSSM_0_2 is [-6.196897,-3.859579]|Att PSSM_0_5 is [-1.980951,8.831975]|Att PSSM_2_3 is [<6.709131]|1
Accuracy : 0.749640
0	1	
160650	3430	
55314	15244	
Removed 1255 instances. 215964 Instances left. Acc of rule 0.004323-0.748207
Initialization: 6.707000
Memcpy Classifiers: 0.574000
Memcpy Instances: 26.670000
Kernel 1: 0.026000
Kernel 2: 105.093002
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.005082 accuracy2:0.245900
Initialization: 6.570000
Memcpy Classifiers: 0.506000
Memcpy Instances: 10.783000
Kernel 1: 0.024000
Kernel 2: 109.608002
Copyback: 0.017000
Sum: 0.042000
It 0,Best ac:0.004631 0.740741 fi:0.359111. Ave ac:0.009213,0.011859
Initialization: 6.419000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.987000
Kernel 1: 0.024000
Kernel 2: 113.836998
Copyback: 0.018000
Sum: 0.036000
It 1,Best ac:0.007872 0.641509 fi:0.457055. Ave ac:0.013808,0.016144
Initialization: 7.543000
Memcpy Classifiers: 0.474000
Memcpy Instances: 12.376000
Kernel 1: 0.023000
Kernel 2: 110.019997
Copyback: 0.370000
Sum: 0.033000
It 2,Best ac:0.006251 0.642857 fi:0.456351. Ave ac:0.015166,0.017051
Initialization: 6.816000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.178000
Kernel 1: 0.024000
Kernel 2: 108.188004
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.004168 0.750000 fi:0.369077. Ave ac:0.014891,0.016734
Initialization: 6.544000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.755000
Kernel 1: 0.024000
Kernel 2: 103.195000
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.007409 0.780488 fi:0.318261. Ave ac:0.012998,0.012162
Initialization: 6.331000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.135000
Kernel 1: 0.024000
Kernel 2: 98.806000
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.004168 0.782609 fi:0.336469. Ave ac:0.012787,0.011820
Initialization: 6.364000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.445000
Kernel 1: 0.024000
Kernel 2: 98.098000
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.009259 0.784314 fi:0.313703. Ave ac:0.011833,0.010563
Initialization: 6.455000
Memcpy Classifiers: 0.420000
Memcpy Instances: 8.924000
Kernel 1: 0.024000
Kernel 2: 99.920998
Copyback: 0.019000
Sum: 0.034000
It 7,Best ac:0.006251 0.794118 fi:0.305091. Ave ac:0.009631,0.008990
Initialization: 6.926000
Memcpy Classifiers: 0.499000
Memcpy Instances: 9.064000
Kernel 1: 0.023000
Kernel 2: 100.219002
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.004631 0.833333 fi:0.266519. Ave ac:0.008377,0.007715
Initialization: 6.916000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.755000
Kernel 1: 0.024000
Kernel 2: 100.621002
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.004862 0.840000 fi:0.259760. Ave ac:0.008440,0.007664
Iteration 10:MDL fitness activated
Error 0.259760 TL 0.036747
MDL Theory Length Weight: 2.3562982022 (1)
Initialization: 6.438000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.021000
Kernel 1: 0.023000
Kernel 2: 100.210999
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.005093 0.785714 fi:0.379915. Ave ac:0.008424,0.008607
Initialization: 6.384000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.940000
Kernel 1: 0.023000
Kernel 2: 97.699997
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004862 0.840000 fi:0.322681. Ave ac:0.010726,0.009221
Initialization: 7.150000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.758000
Kernel 1: 0.024000
Kernel 2: 95.206001
Copyback: 0.018000
Sum: 0.031000
It 12,Best ac:0.004631 0.909091 fi:0.295798. Ave ac:0.008284,0.008212
Initialization: 6.460000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.710000
Kernel 1: 0.024000
Kernel 2: 94.986000
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.005557 0.923077 fi:0.239328. Ave ac:0.009981,0.009354
Initialization: 6.593000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.701000
Kernel 1: 0.023000
Kernel 2: 94.778000
Copyback: 0.018000
Sum: 0.034000
It 14,Best ac:0.004630 0.869565 fi:0.299638. Ave ac:0.009449,0.008043
Initialization: 6.600000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.174000
Kernel 1: 0.023000
Kernel 2: 95.285004
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.005094 0.814815 fi:0.348697. Ave ac:0.009492,0.008432
Initialization: 6.829000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.867000
Kernel 1: 0.024000
Kernel 2: 94.364998
Copyback: 0.018000
Sum: 0.035000
It 16,Best ac:0.005557 0.827586 fi:0.326166. Ave ac:0.008554,0.006977
Initialization: 6.463000
Memcpy Classifiers: 0.352000
Memcpy Instances: 13.346000
Kernel 1: 0.023000
Kernel 2: 93.513000
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.005556 0.857143 fi:0.317573. Ave ac:0.008043,0.007244
Initialization: 7.375000
Memcpy Classifiers: 0.355000
Memcpy Instances: 8.754000
Kernel 1: 0.022000
Kernel 2: 94.322998
Copyback: 0.018000
Sum: 0.037000
It 18,Best ac:0.006251 0.900000 fi:0.281971. Ave ac:0.007448,0.005401
Initialization: 6.971000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.872000
Kernel 1: 0.023000
Kernel 2: 91.941002
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.005094 0.916667 fi:0.264702. Ave ac:0.006656,0.005071
Initialization: 6.343000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.157000
Kernel 1: 0.021000
Kernel 2: 92.570000
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.005094 0.785714 fi:0.374410. Ave ac:0.005677,0.004931
Initialization: 6.313000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.157000
Kernel 1: 0.023000
Kernel 2: 92.853996
Copyback: 0.018000
Sum: 0.034000
It 21,Best ac:0.003705 0.941176 fi:0.326156. Ave ac:0.006905,0.005178
Initialization: 6.642000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.723000
Kernel 1: 0.023000
Kernel 2: 90.933998
Copyback: 0.017000
Sum: 0.037000
It 22,Best ac:0.004168 0.900000 fi:0.300777. Ave ac:0.008345,0.005943
MDL Theory Length Weight: 2.1206683820 (10)
Initialization: 6.410000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.057000
Kernel 1: 0.023000
Kernel 2: 87.625999
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.005788 0.862069 fi:0.273328. Ave ac:0.006795,0.004724
Initialization: 7.159000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.718000
Kernel 1: 0.024000
Kernel 2: 88.051003
Copyback: 0.017000
Sum: 0.039000
It 24,Best ac:0.005788 0.862069 fi:0.282351. Ave ac:0.008516,0.005690
Initialization: 6.474000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.038000
Kernel 1: 0.023000
Kernel 2: 85.646004
Copyback: 0.018000
Sum: 0.036000
It 25,Best ac:0.005324 0.920000 fi:0.225695. Ave ac:0.008154,0.005538
Initialization: 6.667000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.363000
Kernel 1: 0.023000
Kernel 2: 88.472000
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.006946 0.810811 fi:0.344929. Ave ac:0.008138,0.005044
Initialization: 6.391000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 88.165001
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.004167 0.782609 fi:0.378876. Ave ac:0.006529,0.004972
Initialization: 6.694000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.853000
Kernel 1: 0.023000
Kernel 2: 89.991997
Copyback: 0.017000
Sum: 0.037000
It 28,Best ac:0.005788 0.925926 fi:0.220562. Ave ac:0.007196,0.006002
Initialization: 6.575000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.211000
Kernel 1: 0.024000
Kernel 2: 89.181999
Copyback: 0.020000
Sum: 0.036000
It 29,Best ac:0.004631 0.909091 fi:0.273877. Ave ac:0.007692,0.005390
Initialization: 6.476000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.019000
Kernel 1: 0.024000
Kernel 2: 86.901001
Copyback: 0.018000
Sum: 0.032000
It 30,Best ac:0.004168 0.857143 fi:0.311699. Ave ac:0.006157,0.005028
Initialization: 6.660000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.855000
Kernel 1: 0.023000
Kernel 2: 87.514999
Copyback: 0.017000
Sum: 0.036000
It 31,Best ac:0.004168 0.947368 fi:0.224895. Ave ac:0.007119,0.005297
Initialization: 6.669000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.833000
Kernel 1: 0.023000
Kernel 2: 86.149002
Copyback: 0.017000
Sum: 0.037000
It 32,Best ac:0.004631 0.833333 fi:0.321398. Ave ac:0.006822,0.005128
Initialization: 7.265000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.059000
Kernel 1: 0.024000
Kernel 2: 86.668999
Copyback: 0.017000
Sum: 0.039000
It 33,Best ac:0.005094 0.758621 fi:0.383764. Ave ac:0.006211,0.005756
Initialization: 24.962000
Memcpy Instances: 435.554993
Memcpy Classifiers: 0.065000
Kernel 1: 0.432000
Kernel 2: 462.421997
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 484.757996
Copyback: 0.015000
Sum: 0.004000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 489.937012
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 479.484009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 484.489014
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 473.625000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 485.584015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 476.657990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 477.989014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 472.178009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 495.595001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 446.416992
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004658 0.709951 fi:0.443077. Ave ac:0.007209,0.023359
Best acc 0.004658 0.709951
Initialization: 6.559000
Memcpy Classifiers: 0.611000
Memcpy Instances: 8.696000
Kernel 1: 0.026000
Kernel 2: 102.285004
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005861 accuracy2:0.243585
Initialization: 7.881000
Memcpy Classifiers: 0.492000
Memcpy Instances: 9.418000
Kernel 1: 0.023000
Kernel 2: 110.348999
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.003936 0.680000 fi:0.488017. Ave ac:0.010753,0.013603
Initialization: 7.301000
Memcpy Classifiers: 0.461000
Memcpy Instances: 9.545000
Kernel 1: 0.024000
Kernel 2: 108.176003
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.007178 0.620000 fi:0.478841. Ave ac:0.012929,0.016845
Initialization: 6.862000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.846000
Kernel 1: 0.023000
Kernel 2: 105.553001
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.007641 0.702128 fi:0.396529. Ave ac:0.014029,0.019326
Initialization: 6.849000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.020000
Kernel 1: 0.023000
Kernel 2: 105.068001
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.005557 0.685714 fi:0.413770. Ave ac:0.014365,0.017826
Initialization: 6.525000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.940000
Kernel 1: 0.023000
Kernel 2: 104.597000
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.004862 0.700000 fi:0.399760. Ave ac:0.014395,0.017455
Initialization: 6.387000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.748000
Kernel 1: 0.023000
Kernel 2: 100.844002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.003010 1.000000 fi:0.363778. Ave ac:0.011140,0.013336
Initialization: 6.402000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.381000
Kernel 1: 0.023000
Kernel 2: 101.832001
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.003935 0.850000 fi:0.318769. Ave ac:0.011995,0.013495
Initialization: 6.782000
Memcpy Classifiers: 0.405000
Memcpy Instances: 8.790000
Kernel 1: 0.023000
Kernel 2: 103.747002
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.006251 0.658537 fi:0.440672. Ave ac:0.010240,0.010580
Initialization: 6.425000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.933000
Kernel 1: 0.024000
Kernel 2: 102.518997
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.010651 0.696970 fi:0.400492. Ave ac:0.010864,0.011630
Initialization: 6.931000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.723000
Kernel 1: 0.023000
Kernel 2: 100.771004
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005788 0.806452 fi:0.292941. Ave ac:0.011290,0.011379
Iteration 10:MDL fitness activated
Error 0.292941 TL 0.037342
MDL Theory Length Weight: 2.6149281609 (1)
Initialization: 6.943000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.737000
Kernel 1: 0.024000
Kernel 2: 98.800003
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.006715 0.828571 fi:0.361114. Ave ac:0.010040,0.009690
Initialization: 6.496000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.767000
Kernel 1: 0.024000
Kernel 2: 97.877998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.012503 0.692308 fi:0.449921. Ave ac:0.010058,0.009650
Initialization: 7.886000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.816000
Kernel 1: 0.024000
Kernel 2: 94.662003
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.005556 0.857143 fi:0.320193. Ave ac:0.012077,0.011036
Initialization: 6.327000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.977000
Kernel 1: 0.024000
Kernel 2: 96.297997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.006020 0.812500 fi:0.373162. Ave ac:0.010478,0.010032
Initialization: 6.380000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.726000
Kernel 1: 0.024000
Kernel 2: 97.361000
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.008798 0.826087 fi:0.359046. Ave ac:0.010988,0.009652
Initialization: 6.502000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.516000
Kernel 1: 0.023000
Kernel 2: 98.469002
Copyback: 0.370000
Sum: 0.030000
It 15,Best ac:0.004862 0.875000 fi:0.325427. Ave ac:0.010834,0.009584
Initialization: 6.462000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.406000
Kernel 1: 0.023000
Kernel 2: 95.992996
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.003241 1.000000 fi:0.409084. Ave ac:0.010264,0.008122
Initialization: 6.678000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.183000
Kernel 1: 0.023000
Kernel 2: 96.347000
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.005094 0.956522 fi:0.226954. Ave ac:0.010882,0.010370
Initialization: 6.792000
Memcpy Classifiers: 0.394000
Memcpy Instances: 8.810000
Kernel 1: 0.023000
Kernel 2: 98.459999
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.004631 0.833333 fi:0.334652. Ave ac:0.008867,0.007516
Initialization: 6.445000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.808000
Kernel 1: 0.024000
Kernel 2: 97.322998
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.004862 0.954545 fi:0.233796. Ave ac:0.009750,0.007975
Initialization: 6.481000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.979000
Kernel 1: 0.024000
Kernel 2: 98.623001
Copyback: 0.018000
Sum: 0.030000
It 20,Best ac:0.005094 0.846154 fi:0.327782. Ave ac:0.008167,0.006685
Initialization: 6.757000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.730000
Kernel 1: 0.024000
Kernel 2: 101.966003
Copyback: 0.018000
Sum: 0.037000
It 21,Best ac:0.004862 0.840000 fi:0.326018. Ave ac:0.008966,0.007146
Initialization: 6.855000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.947000
Kernel 1: 0.023000
Kernel 2: 95.830002
Copyback: 0.018000
Sum: 0.043000
It 22,Best ac:0.006251 0.870968 fi:0.292977. Ave ac:0.008935,0.008963
Initialization: 6.270000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.925000
Kernel 1: 0.024000
Kernel 2: 98.134003
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.004399 0.904762 fi:0.274250. Ave ac:0.012038,0.010755
Initialization: 6.456000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.876000
Kernel 1: 0.023000
Kernel 2: 95.676003
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.007176 0.885714 fi:0.288026. Ave ac:0.009606,0.007614
Initialization: 6.332000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.993000
Kernel 1: 0.024000
Kernel 2: 96.334999
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.004167 0.782609 fi:0.426130. Ave ac:0.008058,0.006548
Initialization: 6.605000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.732000
Kernel 1: 0.024000
Kernel 2: 93.202003
Copyback: 0.017000
Sum: 0.038000
It 26,Best ac:0.004861 0.875000 fi:0.286797. Ave ac:0.010091,0.008397
MDL Theory Length Weight: 2.3534353448 (10)
Initialization: 6.487000
Memcpy Classifiers: 0.347000
Memcpy Instances: 8.969000
Kernel 1: 0.023000
Kernel 2: 94.012001
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.004167 0.857143 fi:0.321158. Ave ac:0.008341,0.006956
Initialization: 6.382000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.780000
Kernel 1: 0.024000
Kernel 2: 97.455002
Copyback: 0.018000
Sum: 0.039000
It 28,Best ac:0.005094 0.846154 fi:0.310891. Ave ac:0.007688,0.006417
Initialization: 6.633000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.802000
Kernel 1: 0.024000
Kernel 2: 95.891998
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.004631 0.833333 fi:0.321267. Ave ac:0.007584,0.006187
Initialization: 6.393000
Memcpy Classifiers: 0.356000
Memcpy Instances: 9.215000
Kernel 1: 0.023000
Kernel 2: 95.559998
Copyback: 0.018000
Sum: 0.032000
It 30,Best ac:0.005324 0.920000 fi:0.245560. Ave ac:0.008525,0.007120
Initialization: 6.826000
Memcpy Classifiers: 0.366000
Memcpy Instances: 9.014000
Kernel 1: 0.023000
Kernel 2: 91.884003
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.004167 0.947368 fi:0.230932. Ave ac:0.008326,0.006306
Initialization: 6.914000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.969000
Kernel 1: 0.023000
Kernel 2: 91.332001
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.005094 0.916667 fi:0.255675. Ave ac:0.007237,0.006013
Initialization: 7.986000
Memcpy Classifiers: 0.344000
Memcpy Instances: 8.730000
Kernel 1: 0.025000
Kernel 2: 90.078003
Copyback: 0.018000
Sum: 0.034000
It 33,Best ac:0.005556 0.888889 fi:0.282045. Ave ac:0.008063,0.006301
Initialization: 26.070999
Memcpy Instances: 441.540009
Memcpy Classifiers: 0.064000
Kernel 1: 0.024000
Kernel 2: 500.721985
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.058000
Kernel 1: 0.016000
Kernel 2: 509.033997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 524.252991
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.065000
Kernel 1: 0.022000
Kernel 2: 506.511993
Copyback: 0.021000
Sum: 0.005000
Memcpy Classifiers: 0.065000
Kernel 1: 0.020000
Kernel 2: 502.278992
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.064000
Kernel 1: 0.020000
Kernel 2: 507.398010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 504.436005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.016000
Kernel 2: 509.808990
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 514.552979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 516.572021
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 515.948975
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 499.911987
Copyback: 0.016000
Sum: 0.001000
It 34,Best ac:0.005478 0.722663 fi:0.435116. Ave ac:0.008031,0.025927
Best acc 0.005478 0.722663
Rule:Att PSSM_-2_16 is [<-0.225633]|Att PSSM_-1_7 is [<-1.647742]|Att PSSM_-1_19 is [<8.167072]|Att PSSM_0_3 is [<-1.870519]|Att PSSM_0_12 is [<-2.270511]|Att PSSM_1_7 is [<-1.723692]|Att PSSM_3_5 is [-3.626643,6.910398]|Att PSSM_3_7 is [<-2.373997]|1
Accuracy : 0.752747
0	1	
160196	3884	
54131	16427	
Removed 1637 instances. 214327 Instances left. Acc of rule 0.005478-0.722663
Initialization: 6.380000
Memcpy Classifiers: 0.560000
Memcpy Instances: 8.675000
Kernel 1: 0.025000
Kernel 2: 106.654999
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.005316 accuracy2:0.250031
Initialization: 6.930000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.907000
Kernel 1: 0.024000
Kernel 2: 109.732002
Copyback: 0.017000
Sum: 0.060000
It 0,Best ac:0.011663 0.520833 fi:0.576163. Ave ac:0.010196,0.013326
Initialization: 6.505000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.640000
Kernel 1: 0.024000
Kernel 2: 110.896004
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.006066 0.553191 fi:0.546056. Ave ac:0.013512,0.015011
Initialization: 6.597000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.716000
Kernel 1: 0.023000
Kernel 2: 116.872002
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.004900 0.567568 fi:0.532151. Ave ac:0.013036,0.014455
Initialization: 7.132000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.755000
Kernel 1: 0.023000
Kernel 2: 114.184998
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.005833 0.641026 fi:0.458316. Ave ac:0.013151,0.014116
Initialization: 6.731000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.709000
Kernel 1: 0.023000
Kernel 2: 113.001999
Copyback: 0.017000
Sum: 0.037000
It 4,Best ac:0.005132 0.687500 fi:0.412125. Ave ac:0.012906,0.014478
Initialization: 7.523000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.185000
Kernel 1: 0.024000
Kernel 2: 111.672997
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.004199 0.720000 fi:0.380369. Ave ac:0.014377,0.016184
Initialization: 6.597000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.676000
Kernel 1: 0.024000
Kernel 2: 114.444000
Copyback: 0.020000
Sum: 0.038000
It 6,Best ac:0.006765 0.659091 fi:0.439877. Ave ac:0.012937,0.015678
Initialization: 6.754000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.806000
Kernel 1: 0.022000
Kernel 2: 109.707001
Copyback: 0.018000
Sum: 0.040000
It 7,Best ac:0.004200 0.857143 fi:0.242856. Ave ac:0.013273,0.015838
Initialization: 6.400000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.041000
Kernel 1: 0.024000
Kernel 2: 100.656998
Copyback: 0.017000
Sum: 0.038000
It 8,Best ac:0.004199 0.857143 fi:0.243226. Ave ac:0.012683,0.015665
Initialization: 6.362000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.019000
Kernel 1: 0.023000
Kernel 2: 96.898003
Copyback: 0.017000
Sum: 0.038000
It 9,Best ac:0.004432 0.760000 fi:0.339907. Ave ac:0.010957,0.014800
Iteration 10:MDL fitness activated
Error 0.339907 TL 0.035313
MDL Theory Length Weight: 3.2085174339 (3)
Initialization: 6.441000
Memcpy Classifiers: 0.396000
Memcpy Instances: 10.285000
Kernel 1: 0.023000
Kernel 2: 93.599998
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.004666 0.833333 fi:0.354990. Ave ac:0.011097,0.012658
Initialization: 6.758000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 94.342003
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.008633 0.711538 fi:0.452456. Ave ac:0.012677,0.011881
Initialization: 6.450000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.013000
Kernel 1: 0.023000
Kernel 2: 89.638000
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.006066 0.764706 fi:0.359463. Ave ac:0.013649,0.019387
Initialization: 6.359000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.672000
Kernel 1: 0.024000
Kernel 2: 86.136002
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.007931 0.918919 fi:0.267652. Ave ac:0.010012,0.010637
Initialization: 6.656000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.121000
Kernel 1: 0.189000
Kernel 2: 85.049004
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.006765 0.852941 fi:0.310274. Ave ac:0.010544,0.012307
Initialization: 6.683000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.895000
Kernel 1: 0.023000
Kernel 2: 82.886002
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.006065 0.896552 fi:0.276152. Ave ac:0.010283,0.014903
Initialization: 7.658000
Memcpy Classifiers: 0.376000
Memcpy Instances: 9.510000
Kernel 1: 0.023000
Kernel 2: 84.652000
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004200 0.947368 fi:0.227480. Ave ac:0.010663,0.012745
Initialization: 6.701000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 81.359001
Copyback: 0.016000
Sum: 0.033000
It 17,Best ac:0.005365 0.884615 fi:0.278717. Ave ac:0.009279,0.011182
Initialization: 6.324000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.826000
Kernel 1: 0.024000
Kernel 2: 82.276001
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.005832 0.892857 fi:0.265573. Ave ac:0.008074,0.007860
Initialization: 6.635000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.441000
Kernel 1: 0.024000
Kernel 2: 80.539001
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.004199 0.818182 fi:0.343632. Ave ac:0.008896,0.008353
Initialization: 6.691000
Memcpy Classifiers: 0.331000
Memcpy Instances: 8.643000
Kernel 1: 0.023000
Kernel 2: 82.605003
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.006298 0.900000 fi:0.287228. Ave ac:0.010231,0.008963
Initialization: 6.609000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.638000
Kernel 1: 0.024000
Kernel 2: 83.502998
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.005832 0.862069 fi:0.312243. Ave ac:0.007750,0.006386
Initialization: 6.649000
Memcpy Classifiers: 0.304000
Memcpy Instances: 10.665000
Kernel 1: 0.023000
Kernel 2: 82.709000
Copyback: 0.018000
Sum: 0.028000
It 22,Best ac:0.005132 0.846154 fi:0.366774. Ave ac:0.007509,0.008043
Initialization: 6.343000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.522000
Kernel 1: 0.023000
Kernel 2: 84.666000
Copyback: 0.370000
Sum: 0.034000
It 23,Best ac:0.004666 0.909091 fi:0.265503. Ave ac:0.007632,0.008555
Initialization: 6.300000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.445000
Kernel 1: 0.024000
Kernel 2: 82.860001
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.004667 0.869565 fi:0.302914. Ave ac:0.008257,0.007808
Initialization: 6.426000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.641000
Kernel 1: 0.024000
Kernel 2: 85.401001
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.004666 0.769231 fi:0.393527. Ave ac:0.009269,0.009379
MDL Theory Length Weight: 2.8876656905 (10)
Initialization: 6.365000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.638000
Kernel 1: 0.025000
Kernel 2: 84.877998
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.004665 0.800000 fi:0.340684. Ave ac:0.009275,0.010786
Initialization: 6.366000
Memcpy Classifiers: 0.658000
Memcpy Instances: 8.648000
Kernel 1: 0.023000
Kernel 2: 82.584999
Copyback: 0.018000
Sum: 0.031000
It 27,Best ac:0.006298 0.818182 fi:0.336312. Ave ac:0.010690,0.010570
Initialization: 6.400000
Memcpy Classifiers: 0.266000
Memcpy Instances: 9.003000
Kernel 1: 0.023000
Kernel 2: 85.623001
Copyback: 0.018000
Sum: 0.027000
It 28,Best ac:0.005600 0.857143 fi:0.300525. Ave ac:0.011972,0.012642
Initialization: 6.752000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.712000
Kernel 1: 0.291000
Kernel 2: 83.483002
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.007231 0.775000 fi:0.362542. Ave ac:0.010749,0.013387
Initialization: 6.372000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.650000
Kernel 1: 0.024000
Kernel 2: 82.313004
Copyback: 0.018000
Sum: 0.032000
It 30,Best ac:0.007233 0.885714 fi:0.276854. Ave ac:0.013507,0.017375
Initialization: 6.267000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.037000
Kernel 1: 0.022000
Kernel 2: 78.555000
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.007931 0.918919 fi:0.219526. Ave ac:0.010122,0.010787
Initialization: 6.985000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.805000
Kernel 1: 0.022000
Kernel 2: 81.163002
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.004900 0.875000 fi:0.272747. Ave ac:0.008944,0.010072
Initialization: 6.320000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.976000
Kernel 1: 0.022000
Kernel 2: 81.461998
Copyback: 0.018000
Sum: 0.030000
It 33,Best ac:0.005833 0.925926 fi:0.220817. Ave ac:0.008575,0.008735
Initialization: 25.627001
Memcpy Instances: 436.253998
Memcpy Classifiers: 0.063000
Kernel 1: 0.021000
Kernel 2: 450.362000
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 449.912994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 441.808990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 452.681000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 449.704987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 445.742004
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.056000
Kernel 1: 0.016000
Kernel 2: 444.826996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 447.966003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 443.912994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 444.501007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 440.014008
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 248.662003
Copyback: 0.368000
Sum: 0.001000
It 34,Best ac:0.004283 0.706697 fi:0.441299. Ave ac:0.009083,0.029850
Best acc 0.004283 0.706697
Initialization: 6.455000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.360000
Kernel 1: 0.024000
Kernel 2: 109.325996
Copyback: 0.017000
Sum: 0.052000
Initial population average accuracy1:0.006038 accuracy2:0.233856
Initialization: 6.859000
Memcpy Classifiers: 0.567000
Memcpy Instances: 8.813000
Kernel 1: 0.022000
Kernel 2: 112.223000
Copyback: 0.017000
Sum: 0.163000
It 0,Best ac:0.004665 0.714286 fi:0.385527. Ave ac:0.013439,0.020351
Initialization: 6.339000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.657000
Kernel 1: 0.023000
Kernel 2: 115.405998
Copyback: 0.018000
Sum: 0.035000
It 1,Best ac:0.007698 0.589286 fi:0.509307. Ave ac:0.017451,0.022124
Initialization: 6.782000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.873000
Kernel 1: 0.021000
Kernel 2: 115.459000
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.004200 0.620690 fi:0.479309. Ave ac:0.017882,0.019987
Initialization: 6.817000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.831000
Kernel 1: 0.022000
Kernel 2: 109.122002
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.004899 0.636364 fi:0.463355. Ave ac:0.017662,0.022245
Initialization: 6.503000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.674000
Kernel 1: 0.023000
Kernel 2: 108.454002
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.006998 0.750000 fi:0.348874. Ave ac:0.015549,0.021084
Initialization: 6.675000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.767000
Kernel 1: 0.021000
Kernel 2: 109.655998
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.005366 0.741935 fi:0.357594. Ave ac:0.014396,0.018208
Initialization: 6.296000
Memcpy Classifiers: 0.426000
Memcpy Instances: 8.886000
Kernel 1: 0.023000
Kernel 2: 105.934998
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.002799 1.000000 fi:0.400246. Ave ac:0.011268,0.012189
Initialization: 6.610000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.381000
Kernel 1: 0.022000
Kernel 2: 106.036003
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.005600 0.800000 fi:0.299435. Ave ac:0.011411,0.012156
Initialization: 6.851000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.637000
Kernel 1: 0.182000
Kernel 2: 104.580002
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.006300 0.750000 fi:0.349153. Ave ac:0.010189,0.009760
Initialization: 6.387000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.940000
Kernel 1: 0.022000
Kernel 2: 104.152000
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.004900 0.807692 fi:0.292025. Ave ac:0.009951,0.010153
Iteration 10:MDL fitness activated
Error 0.292025 TL 0.025239
MDL Theory Length Weight: 3.8568020564 (1)
Initialization: 7.143000
Memcpy Classifiers: 0.591000
Memcpy Instances: 8.755000
Kernel 1: 0.023000
Kernel 2: 99.477997
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.007231 0.885714 fi:0.288660. Ave ac:0.008878,0.009752
Initialization: 6.348000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.704000
Kernel 1: 0.022000
Kernel 2: 98.675003
Copyback: 0.017000
Sum: 0.039000
It 11,Best ac:0.004432 0.826087 fi:0.371516. Ave ac:0.011976,0.011980
Initialization: 6.364000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.700000
Kernel 1: 0.023000
Kernel 2: 97.274002
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.004666 0.833333 fi:0.369779. Ave ac:0.011422,0.016064
Initialization: 6.337000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.051000
Kernel 1: 0.022000
Kernel 2: 93.737000
Copyback: 0.017000
Sum: 0.040000
It 13,Best ac:0.005365 0.821429 fi:0.354783. Ave ac:0.011033,0.010292
Initialization: 6.363000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.622000
Kernel 1: 0.031000
Kernel 2: 94.226997
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.004666 0.869565 fi:0.345850. Ave ac:0.010899,0.014063
Initialization: 6.342000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.661000
Kernel 1: 0.024000
Kernel 2: 93.657997
Copyback: 0.018000
Sum: 0.037000
It 15,Best ac:0.005833 0.781250 fi:0.377280. Ave ac:0.012069,0.011380
Initialization: 6.363000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.084000
Kernel 1: 0.022000
Kernel 2: 91.516998
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004900 0.913043 fi:0.276077. Ave ac:0.011820,0.013750
Initialization: 6.454000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.628000
Kernel 1: 0.024000
Kernel 2: 88.959999
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.005598 0.857143 fi:0.310586. Ave ac:0.012959,0.017731
Initialization: 6.703000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.656000
Kernel 1: 0.022000
Kernel 2: 91.539001
Copyback: 0.017000
Sum: 0.036000
It 18,Best ac:0.004900 0.913043 fi:0.248133. Ave ac:0.010725,0.011395
Initialization: 6.734000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.825000
Kernel 1: 0.023000
Kernel 2: 88.904999
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.009331 0.851064 fi:0.326154. Ave ac:0.012120,0.014421
Initialization: 6.384000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.764000
Kernel 1: 0.022000
Kernel 2: 90.751999
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.007000 0.833333 fi:0.324809. Ave ac:0.009406,0.011406
Initialization: 7.206000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.054000
Kernel 1: 0.022000
Kernel 2: 88.434998
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.006300 0.900000 fi:0.287823. Ave ac:0.009696,0.009895
Initialization: 6.617000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.676000
Kernel 1: 0.023000
Kernel 2: 87.303001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.004199 0.947368 fi:0.222418. Ave ac:0.009833,0.009753
Initialization: 6.691000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.626000
Kernel 1: 0.023000
Kernel 2: 87.033997
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.003499 1.000000 fi:0.320641. Ave ac:0.009211,0.009285
Initialization: 6.968000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.658000
Kernel 1: 0.022000
Kernel 2: 88.055000
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.004900 0.840000 fi:0.338646. Ave ac:0.007878,0.005825
Initialization: 6.599000
Memcpy Classifiers: 0.306000
Memcpy Instances: 8.639000
Kernel 1: 0.180000
Kernel 2: 85.259003
Copyback: 0.018000
Sum: 0.031000
It 25,Best ac:0.008866 0.883721 fi:0.276830. Ave ac:0.008103,0.005521
Initialization: 6.641000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.714000
Kernel 1: 0.023000
Kernel 2: 86.547997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.004200 0.900000 fi:0.259808. Ave ac:0.006289,0.004347
Initialization: 6.795000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.645000
Kernel 1: 0.022000
Kernel 2: 83.238998
Copyback: 0.020000
Sum: 0.036000
It 27,Best ac:0.004665 0.909091 fi:0.287304. Ave ac:0.007723,0.005733
Initialization: 6.398000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.497000
Kernel 1: 0.022000
Kernel 2: 84.974998
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.004899 0.875000 fi:0.286178. Ave ac:0.006511,0.005516
Initialization: 6.924000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.354000
Kernel 1: 0.023000
Kernel 2: 84.634003
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.004432 0.826087 fi:0.348715. Ave ac:0.008955,0.007654
Initialization: 6.280000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.997000
Kernel 1: 0.023000
Kernel 2: 84.599998
Copyback: 0.018000
Sum: 0.029000
It 30,Best ac:0.004899 0.840000 fi:0.361715. Ave ac:0.007446,0.005496
Initialization: 6.729000
Memcpy Classifiers: 0.286000
Memcpy Instances: 8.630000
Kernel 1: 0.024000
Kernel 2: 84.054001
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.004432 0.863636 fi:0.301462. Ave ac:0.009139,0.007686
MDL Theory Length Weight: 3.4711218507 (10)
Initialization: 8.380000
Memcpy Classifiers: 0.335000
Memcpy Instances: 9.010000
Kernel 1: 0.233000
Kernel 2: 82.024002
Copyback: 0.018000
Sum: 0.031000
It 32,Best ac:0.004432 0.904762 fi:0.256296. Ave ac:0.008800,0.006564
Initialization: 6.818000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.665000
Kernel 1: 0.286000
Kernel 2: 81.693001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.005365 0.793103 fi:0.368904. Ave ac:0.007785,0.005596
Initialization: 25.878000
Memcpy Instances: 431.381989
Memcpy Classifiers: 0.063000
Kernel 1: 0.021000
Kernel 2: 469.269012
Copyback: 0.368000
Sum: 0.014000
Memcpy Classifiers: 0.056000
Kernel 1: 0.015000
Kernel 2: 475.338013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 465.134003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 461.117004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 458.828003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 473.731995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 453.553009
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 467.778015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 467.940002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 467.226013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 466.138000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 267.640991
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005062 0.759804 fi:0.407255. Ave ac:0.007140,0.022642
Best acc 0.005062 0.759804
Rule:Att PSSM_-3_4 is [<2.991087]|Att PSSM_0_1 is [>0.630397]|Att PSSM_0_2 is [-6.667560,-1.191165]|Att PSSM_0_5 is [>-1.276828]|Att PSSM_0_12 is [-6.359761,-2.299839]|Att PSSM_3_14 is [-3.282032,8.709914]|Att PSSM_4_2 is [<-2.058547]|Att PSSM_4_14 is [-6.973449,7.653650]|1
Accuracy : 0.755909
0	1	
159853	4227	
53046	17512	
Removed 1428 instances. 212899 Instances left. Acc of rule 0.005062-0.759804
Initialization: 6.308000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.985000
Kernel 1: 0.023000
Kernel 2: 101.996002
Copyback: 0.018000
Sum: 0.050000
Initial population average accuracy1:0.005055 accuracy2:0.239039
Initialization: 6.251000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.006000
Kernel 1: 0.021000
Kernel 2: 108.018997
Copyback: 0.018000
Sum: 0.038000
It 0,Best ac:0.006812 0.617021 fi:0.481887. Ave ac:0.010793,0.015367
Initialization: 6.334000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.358000
Kernel 1: 0.023000
Kernel 2: 110.056999
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.004932 0.583333 fi:0.516345. Ave ac:0.015746,0.017647
Initialization: 6.693000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.598000
Kernel 1: 0.023000
Kernel 2: 108.473000
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.003992 0.680000 fi:0.452731. Ave ac:0.016010,0.018358
Initialization: 6.610000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.616000
Kernel 1: 0.022000
Kernel 2: 103.672997
Copyback: 0.372000
Sum: 0.034000
It 3,Best ac:0.004698 0.740741 fi:0.359031. Ave ac:0.014496,0.016928
Initialization: 6.818000
Memcpy Classifiers: 0.458000
Memcpy Instances: 9.047000
Kernel 1: 0.185000
Kernel 2: 100.785004
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.005400 0.851852 fi:0.247635. Ave ac:0.013913,0.017060
Initialization: 6.665000
Memcpy Classifiers: 0.383000
Memcpy Instances: 8.973000
Kernel 1: 0.022000
Kernel 2: 100.519997
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.004932 0.840000 fi:0.259678. Ave ac:0.012512,0.014767
Initialization: 6.317000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.576000
Kernel 1: 0.023000
Kernel 2: 98.561996
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.003992 0.809524 fi:0.323207. Ave ac:0.012087,0.010608
Initialization: 7.638000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.806000
Kernel 1: 0.023000
Kernel 2: 99.313004
Copyback: 0.018000
Sum: 0.035000
It 7,Best ac:0.004227 0.720000 fi:0.379966. Ave ac:0.010613,0.010636
Initialization: 6.575000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.589000
Kernel 1: 0.022000
Kernel 2: 99.461998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.004933 0.807692 fi:0.291984. Ave ac:0.011895,0.010240
Initialization: 6.293000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.734000
Kernel 1: 0.021000
Kernel 2: 101.268997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.006576 0.823529 fi:0.275478. Ave ac:0.010216,0.009759
Iteration 10:MDL fitness activated
Error 0.275478 TL 0.029713
MDL Theory Length Weight: 3.0904232824 (6)
Initialization: 7.410000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.970000
Kernel 1: 0.023000
Kernel 2: 101.537003
Copyback: 0.018000
Sum: 0.034000
It 10,Best ac:0.005871 0.806452 fi:0.354340. Ave ac:0.011427,0.011442
Initialization: 6.406000
Memcpy Classifiers: 0.425000
Memcpy Instances: 8.807000
Kernel 1: 0.022000
Kernel 2: 98.508003
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004227 0.782609 fi:0.384638. Ave ac:0.009542,0.009623
Initialization: 6.381000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.573000
Kernel 1: 0.023000
Kernel 2: 96.665001
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.004227 0.750000 fi:0.423261. Ave ac:0.010013,0.010683
Initialization: 6.402000
Memcpy Classifiers: 0.369000
Memcpy Instances: 9.022000
Kernel 1: 0.022000
Kernel 2: 96.523003
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.006811 0.852941 fi:0.308518. Ave ac:0.011779,0.010805
Initialization: 6.649000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.575000
Kernel 1: 0.025000
Kernel 2: 95.820000
Copyback: 0.018000
Sum: 0.035000
It 14,Best ac:0.004697 0.800000 fi:0.374020. Ave ac:0.010171,0.010891
Initialization: 6.289000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.986000
Kernel 1: 0.023000
Kernel 2: 92.057999
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.004932 0.807692 fi:0.361187. Ave ac:0.008895,0.012922
Initialization: 6.329000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.447000
Kernel 1: 0.022000
Kernel 2: 94.624001
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.003758 0.941176 fi:0.318273. Ave ac:0.012023,0.013082
Initialization: 6.709000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.574000
Kernel 1: 0.022000
Kernel 2: 92.021004
Copyback: 0.019000
Sum: 0.039000
It 17,Best ac:0.005402 0.884615 fi:0.291498. Ave ac:0.011126,0.013188
Initialization: 6.636000
Memcpy Classifiers: 0.307000
Memcpy Instances: 12.623000
Kernel 1: 0.023000
Kernel 2: 91.915001
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.006106 0.812500 fi:0.341766. Ave ac:0.010529,0.010112
Initialization: 6.423000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.744000
Kernel 1: 0.022000
Kernel 2: 89.788002
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.005871 0.862069 fi:0.321153. Ave ac:0.009287,0.010060
Initialization: 6.325000
Memcpy Classifiers: 0.290000
Memcpy Instances: 8.742000
Kernel 1: 0.021000
Kernel 2: 93.767998
Copyback: 0.018000
Sum: 0.032000
It 20,Best ac:0.007280 0.794872 fi:0.355376. Ave ac:0.012390,0.013107
Initialization: 7.712000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.609000
Kernel 1: 0.023000
Kernel 2: 91.194000
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.004227 0.818182 fi:0.357487. Ave ac:0.012252,0.016788
Initialization: 6.926000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.579000
Kernel 1: 0.022000
Kernel 2: 89.210999
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.004227 0.857143 fi:0.311405. Ave ac:0.009955,0.013193
Initialization: 6.550000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.074000
Kernel 1: 0.022000
Kernel 2: 88.889999
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.005167 0.916667 fi:0.241579. Ave ac:0.013539,0.018115
Initialization: 6.305000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.764000
Kernel 1: 0.023000
Kernel 2: 86.966003
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.007280 0.756098 fi:0.390257. Ave ac:0.011609,0.012386
Initialization: 6.502000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.609000
Kernel 1: 0.022000
Kernel 2: 86.318001
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.004697 0.833333 fi:0.333912. Ave ac:0.011828,0.011270
Initialization: 9.396000
Memcpy Classifiers: 0.355000
Memcpy Instances: 9.351000
Kernel 1: 0.022000
Kernel 2: 83.205002
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.005167 0.846154 fi:0.322011. Ave ac:0.010808,0.012083
Initialization: 6.294000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.076000
Kernel 1: 0.022000
Kernel 2: 85.056000
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.004462 0.950000 fi:0.208292. Ave ac:0.012905,0.016645
Initialization: 6.325000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.595000
Kernel 1: 0.022000
Kernel 2: 86.264999
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.003992 0.894737 fi:0.308407. Ave ac:0.008950,0.009708
Initialization: 6.909000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.572000
Kernel 1: 0.024000
Kernel 2: 84.880997
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.004462 0.863636 fi:0.314091. Ave ac:0.009926,0.011635
Initialization: 6.349000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.932000
Kernel 1: 0.022000
Kernel 2: 86.542000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.007046 0.882353 fi:0.285145. Ave ac:0.011556,0.009561
Initialization: 6.793000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.576000
Kernel 1: 0.022000
Kernel 2: 85.943001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.005402 0.821429 fi:0.335549. Ave ac:0.009487,0.014907
Initialization: 6.405000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.126000
Kernel 1: 0.022000
Kernel 2: 84.253998
Copyback: 0.018000
Sum: 0.028000
It 32,Best ac:0.004227 0.857143 fi:0.311405. Ave ac:0.010992,0.013509
Initialization: 6.588000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.574000
Kernel 1: 0.023000
Kernel 2: 84.599998
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.004462 0.863636 fi:0.293575. Ave ac:0.012847,0.015853
Initialization: 26.148001
Memcpy Instances: 428.553986
Memcpy Classifiers: 0.068000
Kernel 1: 0.022000
Kernel 2: 465.812988
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 499.990997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 481.822998
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 474.156006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 476.442993
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 465.406006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 472.570007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 471.337006
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.068000
Kernel 1: 0.016000
Kernel 2: 478.031006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 475.247009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 458.516998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 279.645996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005345 0.675772 fi:0.492420. Ave ac:0.008412,0.028450
Best acc 0.005345 0.675772
Initialization: 6.361000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.418000
Kernel 1: 0.024000
Kernel 2: 102.844002
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005252 accuracy2:0.239050
Initialization: 6.766000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.894000
Kernel 1: 0.021000
Kernel 2: 107.268997
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.013621 0.552381 fi:0.543751. Ave ac:0.010687,0.015959
Initialization: 6.740000
Memcpy Classifiers: 0.543000
Memcpy Instances: 8.864000
Kernel 1: 0.022000
Kernel 2: 110.015999
Copyback: 0.020000
Sum: 0.034000
It 1,Best ac:0.005167 0.578947 fi:0.520635. Ave ac:0.014081,0.020591
Initialization: 6.739000
Memcpy Classifiers: 0.561000
Memcpy Instances: 8.766000
Kernel 1: 0.022000
Kernel 2: 107.556999
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.005871 0.735294 fi:0.364001. Ave ac:0.013367,0.016162
Initialization: 6.335000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.997000
Kernel 1: 0.021000
Kernel 2: 106.473000
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005402 0.718750 fi:0.380736. Ave ac:0.014584,0.018517
Initialization: 6.325000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.612000
Kernel 1: 0.022000
Kernel 2: 107.650002
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.006341 0.675000 fi:0.424103. Ave ac:0.013003,0.015435
Initialization: 6.633000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.802000
Kernel 1: 0.021000
Kernel 2: 107.443001
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.004932 0.750000 fi:0.349678. Ave ac:0.011033,0.013184
Initialization: 6.504000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.263000
Kernel 1: 0.022000
Kernel 2: 109.813004
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.004697 0.800000 fi:0.299774. Ave ac:0.011158,0.014512
Initialization: 6.311000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.560000
Kernel 1: 0.023000
Kernel 2: 107.792999
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.004463 0.826087 fi:0.273781. Ave ac:0.008637,0.008843
Initialization: 6.569000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.830000
Kernel 1: 0.021000
Kernel 2: 102.665001
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.004227 0.750000 fi:0.349966. Ave ac:0.006124,0.006617
Initialization: 6.442000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.825000
Kernel 1: 0.022000
Kernel 2: 102.916000
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.005402 0.851852 fi:0.247635. Ave ac:0.007525,0.008498
Iteration 10:MDL fitness activated
Error 0.247635 TL 0.043136
MDL Theory Length Weight: 1.9135931349 (1)
Initialization: 6.340000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.588000
Kernel 1: 0.023000
Kernel 2: 101.977997
Copyback: 0.019000
Sum: 0.053000
It 10,Best ac:0.004462 0.760000 fi:0.400549. Ave ac:0.007365,0.008276
Initialization: 6.309000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.678000
Kernel 1: 0.023000
Kernel 2: 106.175003
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.004931 0.807692 fi:0.375199. Ave ac:0.007711,0.008907
Initialization: 6.820000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.589000
Kernel 1: 0.023000
Kernel 2: 101.732002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.006812 0.725000 fi:0.422660. Ave ac:0.007633,0.008315
Initialization: 6.600000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.828000
Kernel 1: 0.022000
Kernel 2: 100.152000
Copyback: 0.018000
Sum: 0.040000
It 13,Best ac:0.004697 0.833333 fi:0.344861. Ave ac:0.009118,0.010573
Initialization: 7.066000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.880000
Kernel 1: 0.022000
Kernel 2: 103.503998
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.004227 0.857143 fi:0.317027. Ave ac:0.009324,0.010141
Initialization: 6.793000
Memcpy Classifiers: 0.473000
Memcpy Instances: 8.596000
Kernel 1: 0.021000
Kernel 2: 105.448997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.004227 0.818182 fi:0.339425. Ave ac:0.009653,0.010193
Initialization: 6.734000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.816000
Kernel 1: 0.022000
Kernel 2: 100.801003
Copyback: 0.018000
Sum: 0.032000
It 16,Best ac:0.004227 0.857143 fi:0.304084. Ave ac:0.007856,0.008174
Initialization: 7.255000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.890000
Kernel 1: 0.021000
Kernel 2: 101.684998
Copyback: 0.019000
Sum: 0.035000
It 17,Best ac:0.005402 0.793103 fi:0.354495. Ave ac:0.008230,0.009264
Initialization: 6.249000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.190000
Kernel 1: 0.023000
Kernel 2: 98.366997
Copyback: 0.372000
Sum: 0.038000
It 18,Best ac:0.004462 0.760000 fi:0.397511. Ave ac:0.010271,0.012963
Initialization: 6.559000
Memcpy Classifiers: 0.383000
Memcpy Instances: 8.992000
Kernel 1: 0.022000
Kernel 2: 99.148003
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.005638 0.923077 fi:0.220147. Ave ac:0.011625,0.011085
Initialization: 6.571000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.616000
Kernel 1: 0.023000
Kernel 2: 99.584999
Copyback: 0.018000
Sum: 0.035000
It 20,Best ac:0.005402 0.884615 fi:0.276132. Ave ac:0.007081,0.006616
Initialization: 6.567000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.805000
Kernel 1: 0.022000
Kernel 2: 97.776001
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.006106 0.928571 fi:0.226142. Ave ac:0.007751,0.006925
Initialization: 6.554000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.472000
Kernel 1: 0.022000
Kernel 2: 94.736000
Copyback: 0.017000
Sum: 0.044000
It 22,Best ac:0.004462 0.950000 fi:0.206766. Ave ac:0.008387,0.007357
Initialization: 6.703000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.931000
Kernel 1: 0.022000
Kernel 2: 95.281998
Copyback: 0.017000
Sum: 0.037000
It 23,Best ac:0.004462 0.791667 fi:0.358494. Ave ac:0.005255,0.004000
Initialization: 6.351000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.941000
Kernel 1: 0.021000
Kernel 2: 95.980003
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.004462 0.863636 fi:0.276851. Ave ac:0.006345,0.004163
Initialization: 6.605000
Memcpy Classifiers: 0.823000
Memcpy Instances: 8.572000
Kernel 1: 0.022000
Kernel 2: 95.050003
Copyback: 0.017000
Sum: 0.036000
It 25,Best ac:0.006106 0.866667 fi:0.273150. Ave ac:0.006656,0.005124
Initialization: 6.537000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.760000
Kernel 1: 0.022000
Kernel 2: 93.164001
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.005402 0.958333 fi:0.192809. Ave ac:0.007612,0.005287
Initialization: 6.336000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.693000
Kernel 1: 0.022000
Kernel 2: 92.787003
Copyback: 0.017000
Sum: 0.038000
It 27,Best ac:0.004697 0.833333 fi:0.320603. Ave ac:0.006396,0.005874
Initialization: 6.455000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.489000
Kernel 1: 0.023000
Kernel 2: 93.488998
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.005167 0.814815 fi:0.324805. Ave ac:0.007140,0.006500
Initialization: 6.291000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.984000
Kernel 1: 0.023000
Kernel 2: 93.556999
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.004227 0.720000 fi:0.439787. Ave ac:0.006042,0.006050
Initialization: 6.756000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.960000
Kernel 1: 0.022000
Kernel 2: 93.389999
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.003992 0.850000 fi:0.347496. Ave ac:0.008977,0.010766
Initialization: 6.692000
Memcpy Classifiers: 0.362000
Memcpy Instances: 11.061000
Kernel 1: 0.022000
Kernel 2: 92.995003
Copyback: 0.018000
Sum: 0.035000
It 31,Best ac:0.004227 0.900000 fi:0.265644. Ave ac:0.010894,0.012860
Initialization: 6.769000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.581000
Kernel 1: 0.287000
Kernel 2: 96.788002
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.006341 0.843750 fi:0.314004. Ave ac:0.008708,0.008583
Initialization: 6.456000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.050000
Kernel 1: 0.022000
Kernel 2: 97.232002
Copyback: 0.017000
Sum: 0.036000
It 33,Best ac:0.004462 0.863636 fi:0.295586. Ave ac:0.007335,0.008094
Initialization: 25.433001
Memcpy Instances: 426.252991
Memcpy Classifiers: 0.228000
Kernel 1: 0.022000
Kernel 2: 512.674988
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.079000
Kernel 1: 0.014000
Kernel 2: 525.169983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 506.178986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.015000
Kernel 2: 524.895996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 509.109009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.093000
Kernel 1: 0.013000
Kernel 2: 512.327026
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.015000
Kernel 2: 505.145996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 515.702026
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.080000
Kernel 1: 0.022000
Kernel 2: 523.304016
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 524.078003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 508.776001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.016000
Kernel 2: 308.740997
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004312 0.684564 fi:0.473008. Ave ac:0.006726,0.021685
Best acc 0.004312 0.684564
Rule:Att PSSM_-1_15 is [<0.397865]|Att PSSM_0_3 is [<-0.842474]|Att PSSM_0_4 is [<3.962019]|Att PSSM_0_12 is [<-3.976416]|Att PSSM_1_14 is [<8.297293]|Att PSSM_3_6 is [-6.478587,-1.065765]|Att PSSM_3_7 is [-6.432848,4.432848]|Att PSSM_3_15 is [<3.100644]|Att PSSM_4_1 is [0.539896,6.915029]|Att PSSM_4_4 is [-7.240859,1.545708]|Att PSSM_4_14 is [-4.644336,2.644336]|Att PSSM_4_20 is [-2.455515,6.455515]|1
Accuracy : 0.758019
0	1	
159430	4650	
52128	18430	
Removed 1341 instances. 211558 Instances left. Acc of rule 0.004312-0.684564
Initialization: 6.291000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.593000
Kernel 1: 0.024000
Kernel 2: 103.470001
Copyback: 0.020000
Sum: 0.047000
Initial population average accuracy1:0.006013 accuracy2:0.242428
Initialization: 7.313000
Memcpy Classifiers: 0.491000
Memcpy Instances: 8.638000
Kernel 1: 0.023000
Kernel 2: 112.266998
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.009218 0.520000 fi:0.577888. Ave ac:0.010835,0.015592
Initialization: 6.352000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.601000
Kernel 1: 0.022000
Kernel 2: 109.634003
Copyback: 0.018000
Sum: 0.037000
It 1,Best ac:0.028119 0.517391 fi:0.575845. Ave ac:0.012964,0.014151
Initialization: 6.305000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.775000
Kernel 1: 0.022000
Kernel 2: 109.013000
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.006854 0.537037 fi:0.561824. Ave ac:0.013646,0.017173
Initialization: 6.609000
Memcpy Classifiers: 0.445000
Memcpy Instances: 8.506000
Kernel 1: 0.023000
Kernel 2: 105.713997
Copyback: 0.017000
Sum: 0.040000
It 3,Best ac:0.006853 0.659091 fi:0.439772. Ave ac:0.016964,0.020521
Initialization: 6.283000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.702000
Kernel 1: 0.023000
Kernel 2: 102.470001
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.004728 0.645161 fi:0.454578. Ave ac:0.014123,0.016848
Initialization: 6.793000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.802000
Kernel 1: 0.022000
Kernel 2: 97.531998
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.006144 0.666667 fi:0.432489. Ave ac:0.015723,0.021362
Initialization: 6.608000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.641000
Kernel 1: 0.022000
Kernel 2: 96.532997
Copyback: 0.017000
Sum: 0.041000
It 6,Best ac:0.005909 0.781250 fi:0.318003. Ave ac:0.016283,0.019703
Initialization: 6.322000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.891000
Kernel 1: 0.022000
Kernel 2: 93.102997
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.004253 0.900000 fi:0.199936. Ave ac:0.013468,0.016290
Initialization: 6.741000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.652000
Kernel 1: 0.023000
Kernel 2: 92.839996
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.004255 0.782609 fi:0.317325. Ave ac:0.014115,0.017894
Initialization: 6.249000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.456000
Kernel 1: 0.022000
Kernel 2: 96.566002
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.005436 0.766667 fi:0.332780. Ave ac:0.010957,0.013436
Iteration 10:MDL fitness activated
Error 0.332780 TL 0.032314
MDL Theory Length Weight: 3.4327548222 (3)
Initialization: 7.267000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.594000
Kernel 1: 0.023000
Kernel 2: 96.182999
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.004254 0.782609 fi:0.387912. Ave ac:0.010858,0.014918
Initialization: 6.249000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.893000
Kernel 1: 0.023000
Kernel 2: 97.154999
Copyback: 0.018000
Sum: 0.032000
It 11,Best ac:0.005201 0.709677 fi:0.503492. Ave ac:0.011271,0.020338
Initialization: 6.674000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.817000
Kernel 1: 0.023000
Kernel 2: 93.343002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.005907 0.862069 fi:0.329017. Ave ac:0.012304,0.017517
Initialization: 6.609000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.691000
Kernel 1: 0.023000
Kernel 2: 93.540001
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.005672 0.750000 fi:0.447682. Ave ac:0.010587,0.014426
Initialization: 6.521000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.506000
Kernel 1: 0.023000
Kernel 2: 90.545998
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.004253 0.900000 fi:0.292814. Ave ac:0.013829,0.016568
Initialization: 6.281000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.763000
Kernel 1: 0.022000
Kernel 2: 89.328003
Copyback: 0.018000
Sum: 0.031000
It 15,Best ac:0.006616 0.756757 fi:0.399633. Ave ac:0.009538,0.014099
Initialization: 6.552000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.531000
Kernel 1: 0.022000
Kernel 2: 92.514000
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004726 0.833333 fi:0.346212. Ave ac:0.011072,0.016191
Initialization: 7.580000
Memcpy Classifiers: 0.306000
Memcpy Instances: 9.226000
Kernel 1: 0.022000
Kernel 2: 89.051003
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.004962 1.000000 fi:0.180917. Ave ac:0.009527,0.013503
Initialization: 6.314000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.511000
Kernel 1: 0.024000
Kernel 2: 88.791000
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.005436 0.741935 fi:0.424751. Ave ac:0.011203,0.014999
Initialization: 6.342000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.800000
Kernel 1: 0.023000
Kernel 2: 88.050003
Copyback: 0.017000
Sum: 0.219000
It 19,Best ac:0.004018 0.772727 fi:0.416609. Ave ac:0.013973,0.024928
Initialization: 6.445000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.825000
Kernel 1: 0.022000
Kernel 2: 85.773003
Copyback: 0.018000
Sum: 0.028000
It 20,Best ac:0.004253 0.782609 fi:0.377317. Ave ac:0.014271,0.029730
Initialization: 6.317000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.525000
Kernel 1: 0.030000
Kernel 2: 84.972000
Copyback: 0.018000
Sum: 0.025000
It 21,Best ac:0.005671 0.888889 fi:0.266193. Ave ac:0.014143,0.023947
Initialization: 6.264000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.780000
Kernel 1: 0.023000
Kernel 2: 86.207001
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.005907 0.806452 fi:0.367300. Ave ac:0.012162,0.021843
Initialization: 6.290000
Memcpy Classifiers: 0.265000
Memcpy Instances: 10.776000
Kernel 1: 0.023000
Kernel 2: 84.624001
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.004490 0.904762 fi:0.267190. Ave ac:0.017286,0.027550
Initialization: 6.611000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.506000
Kernel 1: 0.022000
Kernel 2: 84.785004
Copyback: 0.018000
Sum: 0.031000
It 24,Best ac:0.004254 0.818182 fi:0.345001. Ave ac:0.009937,0.019598
Initialization: 6.217000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.407000
Kernel 1: 0.022000
Kernel 2: 83.592003
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.006618 0.823529 fi:0.342669. Ave ac:0.012889,0.022947
Initialization: 6.261000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.940000
Kernel 1: 0.022000
Kernel 2: 82.822998
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.004727 0.689655 fi:0.467185. Ave ac:0.015660,0.027865
MDL Theory Length Weight: 3.0894793400 (10)
Initialization: 6.341000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.906000
Kernel 1: 0.022000
Kernel 2: 82.266998
Copyback: 0.019000
Sum: 0.026000
It 27,Best ac:0.004255 0.720000 fi:0.424404. Ave ac:0.015957,0.029526
Initialization: 6.972000
Memcpy Classifiers: 0.325000
Memcpy Instances: 8.829000
Kernel 1: 0.022000
Kernel 2: 81.466003
Copyback: 0.369000
Sum: 0.025000
It 28,Best ac:0.007563 0.761905 fi:0.376645. Ave ac:0.015901,0.030963
Initialization: 6.744000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.151000
Kernel 1: 0.022000
Kernel 2: 81.283997
Copyback: 0.018000
Sum: 0.026000
It 29,Best ac:0.005201 0.814815 fi:0.340807. Ave ac:0.016398,0.024210
Initialization: 6.787000
Memcpy Classifiers: 0.286000
Memcpy Instances: 8.537000
Kernel 1: 0.029000
Kernel 2: 82.796997
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.006145 0.722222 fi:0.423358. Ave ac:0.012836,0.028003
Initialization: 6.440000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.805000
Kernel 1: 0.022000
Kernel 2: 82.127998
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.004727 0.909091 fi:0.228824. Ave ac:0.014420,0.026707
Initialization: 6.555000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.531000
Kernel 1: 0.022000
Kernel 2: 81.565002
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.005435 0.821429 fi:0.317576. Ave ac:0.013536,0.025715
Initialization: 6.307000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.649000
Kernel 1: 0.023000
Kernel 2: 83.321999
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.005198 0.880000 fi:0.274938. Ave ac:0.011236,0.017051
Initialization: 26.138000
Memcpy Instances: 428.317993
Memcpy Classifiers: 0.057000
Kernel 1: 0.021000
Kernel 2: 482.346008
Copyback: 0.018000
Sum: 0.015000
Memcpy Classifiers: 0.054000
Kernel 1: 0.018000
Kernel 2: 484.888000
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.061000
Kernel 1: 0.021000
Kernel 2: 495.786011
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.053000
Kernel 1: 0.016000
Kernel 2: 474.674988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 485.316010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 477.260010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 483.953003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 486.571991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 480.622986
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.053000
Kernel 1: 0.016000
Kernel 2: 480.407013
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.016000
Kernel 2: 474.876007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 204.636993
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.006055 0.652240 fi:0.498341. Ave ac:0.011351,0.040362
Best acc 0.006055 0.652240
Initialization: 6.500000
Memcpy Classifiers: 0.524000
Memcpy Instances: 9.022000
Kernel 1: 0.025000
Kernel 2: 102.058998
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005856 accuracy2:0.222141
Initialization: 6.612000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.507000
Kernel 1: 0.024000
Kernel 2: 108.363998
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.004963 0.583333 fi:0.516308. Ave ac:0.012139,0.016510
Initialization: 6.318000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.521000
Kernel 1: 0.024000
Kernel 2: 111.217003
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.004255 0.562500 fi:0.537434. Ave ac:0.014756,0.018546
Initialization: 6.261000
Memcpy Classifiers: 0.458000
Memcpy Instances: 8.770000
Kernel 1: 0.023000
Kernel 2: 110.829002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.009456 0.666667 fi:0.431120. Ave ac:0.014179,0.017552
Initialization: 6.270000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.847000
Kernel 1: 0.023000
Kernel 2: 106.831001
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.004727 0.645161 fi:0.454578. Ave ac:0.012006,0.013057
Initialization: 6.466000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.569000
Kernel 1: 0.022000
Kernel 2: 103.165001
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.006380 0.750000 fi:0.349058. Ave ac:0.011006,0.013474
Initialization: 6.327000
Memcpy Classifiers: 0.409000
Memcpy Instances: 8.592000
Kernel 1: 0.291000
Kernel 2: 101.231003
Copyback: 0.018000
Sum: 0.035000
It 5,Best ac:0.005200 0.758621 fi:0.340925. Ave ac:0.010645,0.011368
Initialization: 6.819000
Memcpy Classifiers: 0.419000
Memcpy Instances: 8.518000
Kernel 1: 0.022000
Kernel 2: 101.294998
Copyback: 0.018000
Sum: 0.036000
It 6,Best ac:0.005436 0.741935 fi:0.357513. Ave ac:0.011849,0.011848
Initialization: 6.610000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.541000
Kernel 1: 0.021000
Kernel 2: 100.421997
Copyback: 0.018000
Sum: 0.031000
It 7,Best ac:0.004017 0.809524 fi:0.308240. Ave ac:0.012065,0.012474
Initialization: 6.250000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.947000
Kernel 1: 0.022000
Kernel 2: 104.074997
Copyback: 0.018000
Sum: 0.039000
It 8,Best ac:0.009454 0.784314 fi:0.313473. Ave ac:0.011922,0.012817
Initialization: 6.253000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.704000
Kernel 1: 0.023000
Kernel 2: 102.954002
Copyback: 0.018000
Sum: 0.036000
It 9,Best ac:0.006380 0.818182 fi:0.280877. Ave ac:0.008564,0.009468
Iteration 10:MDL fitness activated
Error 0.280877 TL 0.037619
MDL Theory Length Weight: 2.4887715544 (1)
Initialization: 6.373000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.502000
Kernel 1: 0.023000
Kernel 2: 106.120003
Copyback: 0.018000
Sum: 0.031000
It 10,Best ac:0.006145 0.928571 fi:0.256828. Ave ac:0.008988,0.008408
Initialization: 6.097000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.943000
Kernel 1: 0.022000
Kernel 2: 106.675003
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.010633 0.789474 fi:0.389489. Ave ac:0.007341,0.008602
Initialization: 6.667000
Memcpy Classifiers: 0.920000
Memcpy Instances: 8.880000
Kernel 1: 0.023000
Kernel 2: 106.564003
Copyback: 0.018000
Sum: 0.036000
It 12,Best ac:0.004490 0.791667 fi:0.357143. Ave ac:0.009083,0.008826
Initialization: 6.925000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.874000
Kernel 1: 0.023000
Kernel 2: 106.698997
Copyback: 0.019000
Sum: 0.035000
It 13,Best ac:0.008272 0.875000 fi:0.312656. Ave ac:0.008505,0.009105
Initialization: 6.452000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.802000
Kernel 1: 0.022000
Kernel 2: 105.331001
Copyback: 0.016000
Sum: 0.034000
It 14,Best ac:0.007089 0.857143 fi:0.309111. Ave ac:0.008374,0.007849
Initialization: 6.659000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.694000
Kernel 1: 0.022000
Kernel 2: 104.130997
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.003782 0.888889 fi:0.343320. Ave ac:0.007446,0.008383
Initialization: 6.539000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.551000
Kernel 1: 0.022000
Kernel 2: 103.959000
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.006147 0.812500 fi:0.346954. Ave ac:0.009012,0.007427
Initialization: 6.928000
Memcpy Classifiers: 0.968000
Memcpy Instances: 8.801000
Kernel 1: 0.021000
Kernel 2: 103.625999
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.006619 0.777778 fi:0.379944. Ave ac:0.009075,0.007053
Initialization: 6.287000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.614000
Kernel 1: 0.023000
Kernel 2: 99.818001
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.004963 0.807692 fi:0.352635. Ave ac:0.007367,0.007335
Initialization: 7.772000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.561000
Kernel 1: 0.022000
Kernel 2: 98.555000
Copyback: 0.017000
Sum: 0.037000
It 19,Best ac:0.005198 0.880000 fi:0.278125. Ave ac:0.008201,0.006827
MDL Theory Length Weight: 2.2398943990 (11)
Initialization: 6.558000
Memcpy Classifiers: 0.366000
Memcpy Instances: 8.570000
Kernel 1: 0.022000
Kernel 2: 99.196999
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.004019 0.809524 fi:0.368471. Ave ac:0.010410,0.010086
Initialization: 6.567000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.572000
Kernel 1: 0.021000
Kernel 2: 99.410004
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.004254 0.900000 fi:0.256811. Ave ac:0.009747,0.008046
Initialization: 6.313000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.868000
Kernel 1: 0.022000
Kernel 2: 98.435997
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.006380 0.870968 fi:0.293021. Ave ac:0.008803,0.006693
Initialization: 6.624000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.980000
Kernel 1: 0.022000
Kernel 2: 98.248001
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.004490 0.863636 fi:0.292497. Ave ac:0.009894,0.008532
Initialization: 7.184000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.551000
Kernel 1: 0.022000
Kernel 2: 97.633003
Copyback: 0.018000
Sum: 0.038000
It 24,Best ac:0.004726 0.833333 fi:0.320885. Ave ac:0.008560,0.006780
Initialization: 6.385000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.811000
Kernel 1: 0.022000
Kernel 2: 99.708000
Copyback: 0.017000
Sum: 0.040000
It 25,Best ac:0.006853 0.852941 fi:0.298578. Ave ac:0.011018,0.008934
Initialization: 6.288000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.947000
Kernel 1: 0.022000
Kernel 2: 96.226997
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.005201 0.846154 fi:0.316762. Ave ac:0.008273,0.005742
Initialization: 6.558000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.533000
Kernel 1: 0.023000
Kernel 2: 97.390999
Copyback: 0.018000
Sum: 0.033000
It 27,Best ac:0.006380 0.870968 fi:0.283227. Ave ac:0.009532,0.009622
Initialization: 7.213000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.552000
Kernel 1: 0.022000
Kernel 2: 96.767998
Copyback: 0.018000
Sum: 0.036000
It 28,Best ac:0.004962 0.750000 fi:0.405938. Ave ac:0.007194,0.005684
Initialization: 6.708000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.670000
Kernel 1: 0.022000
Kernel 2: 95.711998
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.005435 0.718750 fi:0.425316. Ave ac:0.008610,0.006165
Initialization: 6.449000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.505000
Kernel 1: 0.023000
Kernel 2: 98.139999
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.004018 0.809524 fi:0.353395. Ave ac:0.007762,0.006703
MDL Theory Length Weight: 2.0159049591 (10)
Initialization: 6.512000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.513000
Kernel 1: 0.022000
Kernel 2: 95.689003
Copyback: 0.019000
Sum: 0.034000
It 31,Best ac:0.004255 0.857143 fi:0.300841. Ave ac:0.008804,0.006766
Initialization: 6.553000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.565000
Kernel 1: 0.023000
Kernel 2: 95.275002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.005672 0.774194 fi:0.369154. Ave ac:0.007624,0.007767
Initialization: 6.625000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.214000
Kernel 1: 0.022000
Kernel 2: 98.964996
Copyback: 0.018000
Sum: 0.031000
It 33,Best ac:0.008745 0.787234 fi:0.365515. Ave ac:0.007663,0.006931
Initialization: 25.903000
Memcpy Instances: 425.114014
Memcpy Classifiers: 0.062000
Kernel 1: 0.022000
Kernel 2: 536.961975
Copyback: 0.367000
Sum: 0.016000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 547.445007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 526.083984
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 536.338989
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.062000
Kernel 1: 0.016000
Kernel 2: 544.495972
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 540.289001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 543.791992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 563.395020
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 551.635010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.059000
Kernel 1: 0.097000
Kernel 2: 551.835999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 556.942017
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 227.216995
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004500 0.658368 fi:0.488915. Ave ac:0.009088,0.029672
Best acc 0.004500 0.658368
Rule:Att PSSM_-4_5 is [<6.369556]|Att PSSM_-2_1 is [-3.389561,1.389561]|Att PSSM_-1_4 is [-7.622435,1.622435]|Att PSSM_-1_17 is [-3.717926,6.665091]|Att PSSM_0_6 is [<-3.458844]|Att PSSM_0_9 is [-6.148643,4.347066]|Att PSSM_0_18 is [<8.909289]|Att PSSM_0_20 is [>-0.786880]|Att PSSM_4_6 is [<-3.692477]|1
Accuracy : 0.759971
0	1	
158936	5144	
51176	19382	
Removed 1446 instances. 210112 Instances left. Acc of rule 0.004500-0.658368
Initialization: 6.756000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.453000
Kernel 1: 0.053000
Kernel 2: 105.273003
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005932 accuracy2:0.227980
Initialization: 6.242000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.075000
Kernel 1: 0.022000
Kernel 2: 112.848999
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.008091 0.596491 fi:0.501820. Ave ac:0.011291,0.015083
Initialization: 6.560000
Memcpy Classifiers: 0.530000
Memcpy Instances: 8.828000
Kernel 1: 0.022000
Kernel 2: 112.086998
Copyback: 0.017000
Sum: 0.038000
It 1,Best ac:0.005474 0.589744 fi:0.509661. Ave ac:0.013965,0.016902
Initialization: 6.245000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.525000
Kernel 1: 0.393000
Kernel 2: 107.752998
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.005713 0.585366 fi:0.513939. Ave ac:0.014935,0.015216
Initialization: 6.685000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.847000
Kernel 1: 0.021000
Kernel 2: 103.417000
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.004522 0.730769 fi:0.369035. Ave ac:0.014309,0.014798
Initialization: 6.199000
Memcpy Classifiers: 0.491000
Memcpy Instances: 8.757000
Kernel 1: 0.022000
Kernel 2: 101.972000
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.008569 0.620690 fi:0.477423. Ave ac:0.014209,0.016234
Initialization: 7.045000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.495000
Kernel 1: 0.022000
Kernel 2: 98.712997
Copyback: 0.016000
Sum: 0.030000
It 5,Best ac:0.005472 0.696970 fi:0.402437. Ave ac:0.013251,0.014787
Initialization: 6.719000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.689000
Kernel 1: 0.022000
Kernel 2: 101.110001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.004283 1.000000 fi:0.099903. Ave ac:0.014388,0.013990
Initialization: 6.238000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.682000
Kernel 1: 0.023000
Kernel 2: 99.490997
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.004284 0.857143 fi:0.242759. Ave ac:0.011345,0.012465
Initialization: 6.267000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.515000
Kernel 1: 0.023000
Kernel 2: 96.007004
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.004996 0.750000 fi:0.349605. Ave ac:0.009519,0.011463
Initialization: 6.554000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.442000
Kernel 1: 0.023000
Kernel 2: 95.992996
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.004046 0.809524 fi:0.290992. Ave ac:0.008952,0.010416
Iteration 10:MDL fitness activated
Error 0.290992 TL 0.034561
MDL Theory Length Weight: 2.8065499645 (4)
Initialization: 6.423000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.530000
Kernel 1: 0.022000
Kernel 2: 97.740997
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.004046 0.809524 fi:0.393949. Ave ac:0.011771,0.012325
Initialization: 6.706000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.541000
Kernel 1: 0.023000
Kernel 2: 98.189003
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.005236 0.758621 fi:0.413750. Ave ac:0.010594,0.012534
Initialization: 6.449000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.339000
Kernel 1: 0.022000
Kernel 2: 94.970001
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.004996 0.807692 fi:0.393540. Ave ac:0.011659,0.012918
Initialization: 6.239000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.915000
Kernel 1: 0.021000
Kernel 2: 94.318001
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.006427 0.900000 fi:0.280416. Ave ac:0.013216,0.013661
Initialization: 6.604000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.524000
Kernel 1: 0.022000
Kernel 2: 90.664001
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.004521 0.791667 fi:0.387792. Ave ac:0.009783,0.012013
Initialization: 7.183000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.559000
Kernel 1: 0.022000
Kernel 2: 89.833000
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.004045 0.850000 fi:0.358702. Ave ac:0.010632,0.011925
Initialization: 7.823000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.715000
Kernel 1: 0.022000
Kernel 2: 91.877998
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.006426 0.818182 fi:0.358572. Ave ac:0.010758,0.014731
Initialization: 6.328000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.439000
Kernel 1: 0.023000
Kernel 2: 90.657997
Copyback: 0.017000
Sum: 0.037000
It 17,Best ac:0.004521 0.863636 fi:0.346128. Ave ac:0.014389,0.014857
Initialization: 6.104000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.526000
Kernel 1: 0.023000
Kernel 2: 89.875000
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.004521 0.863636 fi:0.337794. Ave ac:0.010748,0.012992
Initialization: 6.305000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.060000
Kernel 1: 0.022000
Kernel 2: 92.662003
Copyback: 0.018000
Sum: 0.035000
It 19,Best ac:0.009755 0.788462 fi:0.402981. Ave ac:0.010995,0.011358
Initialization: 6.905000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.483000
Kernel 1: 0.022000
Kernel 2: 91.764999
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.004284 0.857143 fi:0.333986. Ave ac:0.011016,0.013022
Initialization: 6.216000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.444000
Kernel 1: 0.023000
Kernel 2: 89.772003
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.004045 0.894737 fi:0.292152. Ave ac:0.010334,0.011584
Initialization: 6.475000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.472000
Kernel 1: 0.030000
Kernel 2: 88.804001
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.004045 0.894737 fi:0.271401. Ave ac:0.008946,0.009557
Initialization: 6.274000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.452000
Kernel 1: 0.024000
Kernel 2: 92.916000
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.004047 0.850000 fi:0.350919. Ave ac:0.008834,0.008808
Initialization: 6.793000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.671000
Kernel 1: 0.022000
Kernel 2: 91.399002
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.004998 0.875000 fi:0.305255. Ave ac:0.009037,0.009212
Initialization: 6.260000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.602000
Kernel 1: 0.022000
Kernel 2: 91.026001
Copyback: 0.017000
Sum: 0.036000
It 25,Best ac:0.004284 0.900000 fi:0.272896. Ave ac:0.007524,0.007366
Initialization: 6.317000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.931000
Kernel 1: 0.022000
Kernel 2: 90.709000
Copyback: 0.018000
Sum: 0.034000
It 26,Best ac:0.004284 0.857143 fi:0.308437. Ave ac:0.008285,0.007103
Initialization: 6.582000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.452000
Kernel 1: 0.022000
Kernel 2: 90.625999
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.006424 0.843750 fi:0.314502. Ave ac:0.007421,0.007102
Initialization: 6.323000
Memcpy Classifiers: 0.831000
Memcpy Instances: 8.473000
Kernel 1: 0.023000
Kernel 2: 90.674004
Copyback: 0.017000
Sum: 0.036000
It 28,Best ac:0.004521 0.904762 fi:0.277651. Ave ac:0.007763,0.006014
Initialization: 6.719000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.447000
Kernel 1: 0.022000
Kernel 2: 86.952003
Copyback: 0.018000
Sum: 0.036000
It 29,Best ac:0.004045 0.894737 fi:0.276753. Ave ac:0.007488,0.005096
Initialization: 6.331000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.976000
Kernel 1: 0.022000
Kernel 2: 88.848000
Copyback: 0.017000
Sum: 0.038000
It 30,Best ac:0.005713 0.888889 fi:0.295295. Ave ac:0.008011,0.005848
Initialization: 6.360000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.445000
Kernel 1: 0.023000
Kernel 2: 86.375000
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.004285 0.900000 fi:0.260549. Ave ac:0.007224,0.005467
Initialization: 6.598000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.487000
Kernel 1: 0.023000
Kernel 2: 82.589996
Copyback: 0.018000
Sum: 0.039000
It 32,Best ac:0.004045 0.772727 fi:0.385760. Ave ac:0.006426,0.005718
Initialization: 6.200000
Memcpy Classifiers: 0.377000
Memcpy Instances: 9.814000
Kernel 1: 0.022000
Kernel 2: 86.796997
Copyback: 0.017000
Sum: 0.037000
It 33,Best ac:0.005474 0.821429 fi:0.345352. Ave ac:0.007735,0.006010
Initialization: 27.059999
Memcpy Instances: 420.811005
Memcpy Classifiers: 0.066000
Kernel 1: 0.023000
Kernel 2: 470.019012
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 488.925995
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 467.688995
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 477.720001
Copyback: 0.366000
Sum: 0.005000
Memcpy Classifiers: 0.066000
Kernel 1: 0.017000
Kernel 2: 474.044006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 481.787994
Copyback: 0.017000
Sum: 0.005000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 484.420990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 469.958008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 476.696991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 478.282990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 471.636993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 141.283005
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.006787 0.670743 fi:0.487357. Ave ac:0.007389,0.023133
Best acc 0.006787 0.670743
Initialization: 6.352000
Memcpy Classifiers: 0.560000
Memcpy Instances: 8.810000
Kernel 1: 0.023000
Kernel 2: 103.592003
Copyback: 0.018000
Sum: 0.050000
Initial population average accuracy1:0.006426 accuracy2:0.236157
Initialization: 6.639000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.568000
Kernel 1: 0.022000
Kernel 2: 108.663002
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.006662 0.538462 fi:0.560449. Ave ac:0.012880,0.020547
Initialization: 6.643000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.458000
Kernel 1: 0.022000
Kernel 2: 107.666000
Copyback: 0.018000
Sum: 0.037000
It 1,Best ac:0.005475 0.589744 fi:0.509661. Ave ac:0.014774,0.020349
Initialization: 6.364000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.529000
Kernel 1: 0.022000
Kernel 2: 103.572998
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.004760 0.666667 fi:0.433036. Ave ac:0.014823,0.019107
Initialization: 6.659000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.503000
Kernel 1: 0.022000
Kernel 2: 101.536003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.007138 0.625000 fi:0.473712. Ave ac:0.014295,0.015916
Initialization: 6.257000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.808000
Kernel 1: 0.022000
Kernel 2: 102.682999
Copyback: 0.018000
Sum: 0.032000
It 4,Best ac:0.003333 0.823529 fi:0.435719. Ave ac:0.014873,0.017913
Initialization: 6.451000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.823000
Kernel 1: 0.021000
Kernel 2: 103.380997
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.004760 0.666667 fi:0.433036. Ave ac:0.016211,0.021652
Initialization: 6.309000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.690000
Kernel 1: 0.022000
Kernel 2: 102.744003
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.004761 0.769231 fi:0.330472. Ave ac:0.014245,0.015356
Initialization: 6.264000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.136000
Kernel 1: 0.022000
Kernel 2: 103.125999
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.006188 0.787879 fi:0.311228. Ave ac:0.014439,0.015299
Initialization: 7.303000
Memcpy Classifiers: 0.501000
Memcpy Instances: 9.447000
Kernel 1: 0.022000
Kernel 2: 100.950996
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.003809 0.842105 fi:0.311321. Ave ac:0.013657,0.015150
Initialization: 6.618000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.477000
Kernel 1: 0.026000
Kernel 2: 96.521004
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.005710 0.774194 fi:0.325114. Ave ac:0.011304,0.014028
Iteration 10:MDL fitness activated
Error 0.325114 TL 0.025717
MDL Theory Length Weight: 4.2140732746 (3)
Initialization: 6.497000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.927000
Kernel 1: 0.022000
Kernel 2: 95.077003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.008805 0.770833 fi:0.425795. Ave ac:0.010521,0.016181
Initialization: 6.258000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.625000
Kernel 1: 0.022000
Kernel 2: 91.629997
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.004045 0.772727 fi:0.440787. Ave ac:0.011099,0.015655
Initialization: 6.462000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.533000
Kernel 1: 0.022000
Kernel 2: 87.188004
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.004045 0.850000 fi:0.371282. Ave ac:0.015026,0.019750
Initialization: 6.337000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.145000
Kernel 1: 0.021000
Kernel 2: 85.869003
Copyback: 0.371000
Sum: 0.029000
It 13,Best ac:0.004760 0.800000 fi:0.401426. Ave ac:0.015119,0.020798
Initialization: 6.710000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.446000
Kernel 1: 0.022000
Kernel 2: 84.416000
Copyback: 0.018000
Sum: 0.031000
It 14,Best ac:0.005474 0.884615 fi:0.344903. Ave ac:0.013124,0.022726
Initialization: 6.789000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.474000
Kernel 1: 0.022000
Kernel 2: 80.386002
Copyback: 0.017000
Sum: 0.025000
It 15,Best ac:0.005474 0.851852 fi:0.312801. Ave ac:0.016944,0.025634
Initialization: 6.462000
Memcpy Classifiers: 0.369000
Memcpy Instances: 8.546000
Kernel 1: 0.022000
Kernel 2: 80.289001
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.004045 0.739130 fi:0.465715. Ave ac:0.013876,0.024354
Initialization: 6.288000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.437000
Kernel 1: 0.024000
Kernel 2: 77.177002
Copyback: 0.018000
Sum: 0.023000
It 17,Best ac:0.004996 0.750000 fi:0.405652. Ave ac:0.017144,0.031744
Initialization: 6.211000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.929000
Kernel 1: 0.022000
Kernel 2: 75.724998
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.007376 0.837838 fi:0.326023. Ave ac:0.017379,0.032577
Initialization: 6.682000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.448000
Kernel 1: 0.022000
Kernel 2: 75.207001
Copyback: 0.021000
Sum: 0.024000
It 19,Best ac:0.004522 0.904762 fi:0.270306. Ave ac:0.013878,0.028739
Initialization: 6.336000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.505000
Kernel 1: 0.024000
Kernel 2: 73.289001
Copyback: 0.017000
Sum: 0.023000
It 20,Best ac:0.004284 1.000000 fi:0.201084. Ave ac:0.014562,0.028189
Initialization: 6.666000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.771000
Kernel 1: 0.022000
Kernel 2: 72.613998
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.004045 0.894737 fi:0.331564. Ave ac:0.011837,0.018703
Initialization: 6.260000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.484000
Kernel 1: 0.023000
Kernel 2: 72.614998
Copyback: 0.018000
Sum: 0.024000
It 22,Best ac:0.005236 0.814815 fi:0.352212. Ave ac:0.013982,0.028851
Initialization: 6.499000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.970000
Kernel 1: 0.022000
Kernel 2: 71.899002
Copyback: 0.017000
Sum: 0.024000
It 23,Best ac:0.003808 0.888889 fi:0.365720. Ave ac:0.013337,0.025565
Initialization: 7.282000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.692000
Kernel 1: 0.022000
Kernel 2: 72.249001
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.005712 0.923077 fi:0.249246. Ave ac:0.012596,0.022905
Initialization: 6.430000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.742000
Kernel 1: 0.023000
Kernel 2: 70.478996
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.005710 0.800000 fi:0.359136. Ave ac:0.011290,0.022939
Initialization: 6.586000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.020000
Kernel 1: 0.022000
Kernel 2: 70.427002
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.005950 0.757576 fi:0.388302. Ave ac:0.017986,0.037882
Initialization: 6.543000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.978000
Kernel 1: 0.022000
Kernel 2: 71.361000
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.004046 0.772727 fi:0.391363. Ave ac:0.011155,0.026197
Initialization: 7.047000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.501000
Kernel 1: 0.023000
Kernel 2: 70.553001
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.004283 0.947368 fi:0.220058. Ave ac:0.013619,0.024843
Initialization: 6.307000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.435000
Kernel 1: 0.023000
Kernel 2: 72.134003
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.005236 0.758621 fi:0.395924. Ave ac:0.015030,0.026489
MDL Theory Length Weight: 3.7926659471 (10)
Initialization: 6.244000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.689000
Kernel 1: 0.023000
Kernel 2: 71.032997
Copyback: 0.018000
Sum: 0.026000
It 30,Best ac:0.005712 0.827586 fi:0.348234. Ave ac:0.014963,0.030667
Initialization: 6.267000
Memcpy Classifiers: 0.334000
Memcpy Instances: 8.696000
Kernel 1: 0.024000
Kernel 2: 70.834000
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.004522 0.863636 fi:0.274299. Ave ac:0.018415,0.038239
Initialization: 6.703000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.472000
Kernel 1: 0.022000
Kernel 2: 70.977997
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.004045 0.809524 fi:0.346333. Ave ac:0.013253,0.027529
Initialization: 7.514000
Memcpy Classifiers: 0.267000
Memcpy Instances: 8.457000
Kernel 1: 0.023000
Kernel 2: 70.949997
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004760 0.740741 fi:0.408498. Ave ac:0.012343,0.024365
Initialization: 26.315001
Memcpy Instances: 429.277008
Memcpy Classifiers: 0.061000
Kernel 1: 0.021000
Kernel 2: 424.574005
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 418.697998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 412.122009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 424.755005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 419.411987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 417.368988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 415.585999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 416.821991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 422.438995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 415.260010
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 431.759003
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.047000
Kernel 1: 0.020000
Kernel 2: 133.858002
Copyback: 0.017000
Sum: 0.000000
It 34,Best ac:0.004602 0.673398 fi:0.480834. Ave ac:0.010384,0.036155
Best acc 0.004602 0.673398
Rule:Att PSSM_-3_3 is [<-2.214672]|Att PSSM_0_2 is [<-4.774673]|Att PSSM_0_20 is [-1.272298,6.045464]|Att PSSM_4_7 is [<-0.324120]|1
Accuracy : 0.762093
0	1	
158467	5613	
50209	20349	
Removed 1436 instances. 208676 Instances left. Acc of rule 0.004602-0.673398
Initialization: 6.196000
Memcpy Classifiers: 0.526000
Memcpy Instances: 8.857000
Kernel 1: 0.024000
Kernel 2: 101.436996
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.005727 accuracy2:0.230730
Initialization: 6.470000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.406000
Kernel 1: 0.243000
Kernel 2: 106.178001
Copyback: 0.017000
Sum: 0.046000
It 0,Best ac:0.012455 0.577778 fi:0.518651. Ave ac:0.010494,0.015844
Initialization: 6.562000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.492000
Kernel 1: 0.022000
Kernel 2: 109.220001
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.004074 0.607143 fi:0.492826. Ave ac:0.014050,0.019482
Initialization: 6.219000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.568000
Kernel 1: 0.022000
Kernel 2: 104.563004
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.004313 0.562500 fi:0.537368. Ave ac:0.013328,0.015891
Initialization: 6.434000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.455000
Kernel 1: 0.021000
Kernel 2: 103.882004
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.003834 0.695652 fi:0.441753. Ave ac:0.013716,0.014035
Initialization: 6.510000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.436000
Kernel 1: 0.023000
Kernel 2: 101.619003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.006231 0.764706 fi:0.334352. Ave ac:0.012082,0.014802
Initialization: 6.201000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.570000
Kernel 1: 0.022000
Kernel 2: 101.946999
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.003834 0.761905 fi:0.375501. Ave ac:0.010955,0.011863
Initialization: 7.644000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.404000
Kernel 1: 0.023000
Kernel 2: 101.766998
Copyback: 0.017000
Sum: 0.043000
It 6,Best ac:0.003834 0.800000 fi:0.337405. Ave ac:0.010700,0.013803
Initialization: 6.574000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.813000
Kernel 1: 0.021000
Kernel 2: 98.614998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003834 0.888889 fi:0.248517. Ave ac:0.009840,0.012420
Initialization: 6.305000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.402000
Kernel 1: 0.023000
Kernel 2: 98.847000
Copyback: 0.018000
Sum: 0.030000
It 8,Best ac:0.003594 0.882353 fi:0.308965. Ave ac:0.011207,0.017586
Initialization: 6.196000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.513000
Kernel 1: 0.023000
Kernel 2: 94.434998
Copyback: 0.018000
Sum: 0.038000
It 9,Best ac:0.004073 0.772727 fi:0.327242. Ave ac:0.008894,0.009759
Iteration 10:MDL fitness activated
Error 0.327242 TL 0.040623
MDL Theory Length Weight: 2.6851914029 (3)
Initialization: 6.152000
Memcpy Classifiers: 0.447000
Memcpy Instances: 9.261000
Kernel 1: 0.022000
Kernel 2: 93.940002
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.004552 0.730769 fi:0.434853. Ave ac:0.007263,0.011856
Initialization: 6.254000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.388000
Kernel 1: 0.022000
Kernel 2: 90.574997
Copyback: 0.017000
Sum: 0.044000
It 11,Best ac:0.005512 0.793103 fi:0.410834. Ave ac:0.007792,0.014074
Initialization: 7.381000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.739000
Kernel 1: 0.023000
Kernel 2: 92.733002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.004073 0.680000 fi:0.490894. Ave ac:0.010932,0.020826
Initialization: 6.240000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.427000
Kernel 1: 0.023000
Kernel 2: 90.541000
Copyback: 0.017000
Sum: 0.040000
It 13,Best ac:0.004793 0.769231 fi:0.403341. Ave ac:0.010689,0.016014
Initialization: 6.224000
Memcpy Classifiers: 0.407000
Memcpy Instances: 8.421000
Kernel 1: 0.023000
Kernel 2: 88.403000
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.003833 0.727273 fi:0.450304. Ave ac:0.008785,0.016339
Initialization: 6.456000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.866000
Kernel 1: 0.022000
Kernel 2: 88.677002
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.005032 0.750000 fi:0.408142. Ave ac:0.012217,0.024743
Initialization: 6.221000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.443000
Kernel 1: 0.023000
Kernel 2: 84.920998
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.006708 0.736842 fi:0.400551. Ave ac:0.015750,0.030906
Initialization: 6.208000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.742000
Kernel 1: 0.023000
Kernel 2: 83.408997
Copyback: 0.017000
Sum: 0.026000
It 17,Best ac:0.004074 0.809524 fi:0.334397. Ave ac:0.017248,0.037019
Initialization: 6.464000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.420000
Kernel 1: 0.022000
Kernel 2: 83.337997
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.004073 0.809524 fi:0.340009. Ave ac:0.010446,0.023566
Initialization: 6.119000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.501000
Kernel 1: 0.023000
Kernel 2: 81.013000
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.010062 0.736842 fi:0.393226. Ave ac:0.013441,0.030739
Initialization: 6.243000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.542000
Kernel 1: 0.023000
Kernel 2: 79.342003
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.004313 0.720000 fi:0.403606. Ave ac:0.016605,0.032402
Initialization: 6.402000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.574000
Kernel 1: 0.022000
Kernel 2: 78.695000
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.005032 0.724138 fi:0.418224. Ave ac:0.015987,0.039104
Initialization: 6.490000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.429000
Kernel 1: 0.022000
Kernel 2: 77.290001
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.005512 0.718750 fi:0.412100. Ave ac:0.017040,0.035920
Initialization: 6.350000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.833000
Kernel 1: 0.022000
Kernel 2: 77.827003
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.004313 0.818182 fi:0.310561. Ave ac:0.014542,0.034017
Initialization: 7.673000
Memcpy Classifiers: 0.325000
Memcpy Instances: 8.398000
Kernel 1: 0.023000
Kernel 2: 77.959999
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.009102 0.730769 fi:0.405459. Ave ac:0.016495,0.035170
Initialization: 6.611000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.415000
Kernel 1: 0.022000
Kernel 2: 77.318001
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.004792 0.800000 fi:0.328540. Ave ac:0.017055,0.034445
Initialization: 6.627000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.961000
Kernel 1: 0.022000
Kernel 2: 77.978996
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004312 0.692308 fi:0.478483. Ave ac:0.014596,0.034136
Initialization: 6.189000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.977000
Kernel 1: 0.021000
Kernel 2: 77.707001
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.005989 0.862069 fi:0.305622. Ave ac:0.014318,0.023356
Initialization: 6.709000
Memcpy Classifiers: 0.530000
Memcpy Instances: 8.384000
Kernel 1: 0.023000
Kernel 2: 77.299004
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.004073 0.772727 fi:0.352316. Ave ac:0.016673,0.038966
Initialization: 6.570000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.588000
Kernel 1: 0.022000
Kernel 2: 78.996002
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.004313 0.720000 fi:0.417949. Ave ac:0.015181,0.033198
Initialization: 6.214000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.776000
Kernel 1: 0.022000
Kernel 2: 77.016998
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.004552 0.703704 fi:0.426255. Ave ac:0.011258,0.026183
Initialization: 6.335000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.758000
Kernel 1: 0.022000
Kernel 2: 76.404999
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.004553 0.791667 fi:0.333805. Ave ac:0.014271,0.032243
Initialization: 6.182000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.643000
Kernel 1: 0.023000
Kernel 2: 76.197998
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.004313 0.620690 fi:0.521543. Ave ac:0.019436,0.040019
Initialization: 6.203000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.438000
Kernel 1: 0.023000
Kernel 2: 77.573997
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.005032 0.750000 fi:0.387217. Ave ac:0.020521,0.039290
Initialization: 26.856001
Memcpy Instances: 425.127991
Memcpy Classifiers: 0.069000
Kernel 1: 0.022000
Kernel 2: 454.705994
Copyback: 0.367000
Sum: 0.014000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 441.893005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 451.691010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 456.803986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 447.700989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 455.048004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 446.799011
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 437.809998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 445.583008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 449.683014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 444.808990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.013000
Kernel 2: 138.089005
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.005449 0.610634 fi:0.514460. Ave ac:0.014366,0.053265
Best acc 0.005449 0.610634
Initialization: 6.635000
Memcpy Classifiers: 0.579000
Memcpy Instances: 8.615000
Kernel 1: 0.024000
Kernel 2: 102.445000
Copyback: 0.017000
Sum: 0.054000
Initial population average accuracy1:0.005802 accuracy2:0.238636
Initialization: 6.433000
Memcpy Classifiers: 0.495000
Memcpy Instances: 8.760000
Kernel 1: 0.022000
Kernel 2: 111.990997
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.007189 0.517241 fi:0.581411. Ave ac:0.011395,0.015872
Initialization: 6.711000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.649000
Kernel 1: 0.022000
Kernel 2: 111.624001
Copyback: 0.018000
Sum: 0.031000
It 1,Best ac:0.003834 0.761905 fi:0.375501. Ave ac:0.015846,0.018850
Initialization: 6.249000
Memcpy Classifiers: 0.466000
Memcpy Instances: 8.387000
Kernel 1: 0.023000
Kernel 2: 110.319000
Copyback: 0.018000
Sum: 0.036000
It 2,Best ac:0.005751 0.666667 fi:0.432593. Ave ac:0.016038,0.018486
Initialization: 6.150000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.759000
Kernel 1: 0.022000
Kernel 2: 105.259003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.012218 0.689189 fi:0.407336. Ave ac:0.012866,0.013623
Initialization: 6.197000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.607000
Kernel 1: 0.022000
Kernel 2: 106.148003
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.003834 0.842105 fi:0.295300. Ave ac:0.012358,0.011060
Initialization: 6.219000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.737000
Kernel 1: 0.021000
Kernel 2: 106.502998
Copyback: 0.371000
Sum: 0.035000
It 5,Best ac:0.004072 0.772727 fi:0.327243. Ave ac:0.011765,0.011860
Initialization: 6.239000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.389000
Kernel 1: 0.023000
Kernel 2: 102.592003
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.005272 0.758621 fi:0.340842. Ave ac:0.012679,0.012779
Initialization: 6.547000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.967000
Kernel 1: 0.023000
Kernel 2: 97.761002
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.005271 0.758621 fi:0.340844. Ave ac:0.011228,0.010181
Initialization: 6.498000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.713000
Kernel 1: 0.023000
Kernel 2: 97.578003
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.005272 0.758621 fi:0.340842. Ave ac:0.010359,0.010901
Initialization: 6.200000
Memcpy Classifiers: 0.443000
Memcpy Instances: 8.385000
Kernel 1: 0.023000
Kernel 2: 99.487000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.005032 0.777778 fi:0.321786. Ave ac:0.011495,0.014616
Iteration 10:MDL fitness activated
Error 0.321786 TL 0.023056
MDL Theory Length Weight: 4.6521587726 (6)
Initialization: 6.240000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.401000
Kernel 1: 0.023000
Kernel 2: 98.140999
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.005751 0.827586 fi:0.406743. Ave ac:0.010303,0.010317
Initialization: 6.454000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.412000
Kernel 1: 0.022000
Kernel 2: 92.757004
Copyback: 0.019000
Sum: 0.035000
It 11,Best ac:0.004074 0.739130 fi:0.451471. Ave ac:0.012331,0.012924
Initialization: 6.439000
Memcpy Classifiers: 0.410000
Memcpy Instances: 8.383000
Kernel 1: 0.023000
Kernel 2: 89.462997
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.005751 0.774194 fi:0.426282. Ave ac:0.011734,0.012362
Initialization: 6.242000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.734000
Kernel 1: 0.022000
Kernel 2: 89.203003
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.004552 0.863636 fi:0.328740. Ave ac:0.014204,0.019965
Initialization: 6.364000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.807000
Kernel 1: 0.022000
Kernel 2: 85.203003
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.004312 0.750000 fi:0.448062. Ave ac:0.015447,0.017522
Initialization: 6.159000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.831000
Kernel 1: 0.021000
Kernel 2: 84.860001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004553 0.730769 fi:0.452664. Ave ac:0.013983,0.016527
Initialization: 6.654000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.387000
Kernel 1: 0.023000
Kernel 2: 84.023003
Copyback: 0.018000
Sum: 0.030000
It 16,Best ac:0.004793 0.769231 fi:0.462906. Ave ac:0.015689,0.018623
Initialization: 6.655000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.637000
Kernel 1: 0.022000
Kernel 2: 84.103996
Copyback: 0.018000
Sum: 0.024000
It 17,Best ac:0.005989 0.806452 fi:0.377173. Ave ac:0.016478,0.019657
Initialization: 6.256000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.633000
Kernel 1: 0.023000
Kernel 2: 80.598999
Copyback: 0.019000
Sum: 0.023000
It 18,Best ac:0.005750 0.774194 fi:0.412063. Ave ac:0.020273,0.025963
Initialization: 6.640000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.380000
Kernel 1: 0.022000
Kernel 2: 81.572998
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.005032 0.913043 fi:0.293782. Ave ac:0.014899,0.017135
Initialization: 7.134000
Memcpy Classifiers: 0.260000
Memcpy Instances: 8.585000
Kernel 1: 0.023000
Kernel 2: 79.769997
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.003595 0.937500 fi:0.341004. Ave ac:0.013075,0.017346
Initialization: 6.278000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.809000
Kernel 1: 0.022000
Kernel 2: 78.225998
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.003833 0.800000 fi:0.437263. Ave ac:0.010593,0.011670
Initialization: 6.754000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.432000
Kernel 1: 0.023000
Kernel 2: 80.174004
Copyback: 0.016000
Sum: 0.023000
It 22,Best ac:0.006470 0.843750 fi:0.338097. Ave ac:0.011413,0.012623
Initialization: 6.178000
Memcpy Classifiers: 0.281000
Memcpy Instances: 8.582000
Kernel 1: 0.022000
Kernel 2: 78.704002
Copyback: 0.016000
Sum: 0.024000
It 23,Best ac:0.006229 0.702703 fi:0.477158. Ave ac:0.011273,0.012624
Initialization: 6.343000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.387000
Kernel 1: 0.023000
Kernel 2: 77.830002
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.004552 0.730769 fi:0.416313. Ave ac:0.012952,0.014428
Initialization: 6.545000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.423000
Kernel 1: 0.023000
Kernel 2: 79.958000
Copyback: 0.016000
Sum: 0.024000
It 25,Best ac:0.004793 0.800000 fi:0.357634. Ave ac:0.014380,0.015808
Initialization: 6.253000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.033000
Kernel 1: 0.022000
Kernel 2: 79.799004
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.006707 0.903226 fi:0.278522. Ave ac:0.010136,0.012599
Initialization: 6.222000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.555000
Kernel 1: 0.023000
Kernel 2: 82.441002
Copyback: 0.018000
Sum: 0.024000
It 27,Best ac:0.004074 0.894737 fi:0.295170. Ave ac:0.011398,0.014943
Initialization: 6.567000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.390000
Kernel 1: 0.023000
Kernel 2: 84.467003
Copyback: 0.019000
Sum: 0.024000
It 28,Best ac:0.005989 0.806452 fi:0.388925. Ave ac:0.009863,0.011612
Initialization: 6.205000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.703000
Kernel 1: 0.023000
Kernel 2: 83.568001
Copyback: 0.018000
Sum: 0.024000
It 29,Best ac:0.004551 0.760000 fi:0.450161. Ave ac:0.009234,0.009908
Initialization: 6.512000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.428000
Kernel 1: 0.022000
Kernel 2: 84.387001
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.004074 0.944444 fi:0.256187. Ave ac:0.011791,0.015796
Initialization: 6.301000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.798000
Kernel 1: 0.022000
Kernel 2: 83.362000
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.005030 0.840000 fi:0.343233. Ave ac:0.010911,0.015257
Initialization: 6.569000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.196000
Kernel 1: 0.022000
Kernel 2: 82.014000
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.009106 0.844444 fi:0.325845. Ave ac:0.010560,0.011035
Initialization: 6.246000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.698000
Kernel 1: 0.022000
Kernel 2: 80.850998
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.004552 0.950000 fi:0.232217. Ave ac:0.009611,0.011193
Initialization: 25.816999
Memcpy Instances: 419.239990
Memcpy Classifiers: 0.052000
Kernel 1: 0.023000
Kernel 2: 494.886993
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 487.398987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 485.539001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.015000
Kernel 2: 489.483002
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.050000
Kernel 1: 0.018000
Kernel 2: 476.032013
Copyback: 0.021000
Sum: 0.007000
Memcpy Classifiers: 0.052000
Kernel 1: 0.021000
Kernel 2: 485.605011
Copyback: 0.364000
Sum: 0.004000
Memcpy Classifiers: 0.050000
Kernel 1: 0.017000
Kernel 2: 486.040985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 490.588013
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 478.941010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 484.455994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 483.002014
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.042000
Kernel 1: 0.020000
Kernel 2: 140.880005
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.008199 0.663435 fi:0.507237. Ave ac:0.008145,0.026177
Best acc 0.008199 0.663435
Rule:Att PSSM_-2_7 is [-6.944454,-2.192352]|Att PSSM_-1_11 is [>-2.066371]|Att PSSM_0_1 is [-2.931737,5.941518]|Att PSSM_0_7 is [<-3.706014]|Att PSSM_0_12 is [<-2.045042]|1
Accuracy : 0.765686
0	1	
157599	6481	
48498	22060	
Removed 2579 instances. 206097 Instances left. Acc of rule 0.008199-0.663435
Initialization: 6.654000
Memcpy Classifiers: 1.485000
Memcpy Instances: 9.410000
Kernel 1: 0.024000
Kernel 2: 103.239998
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.006025 accuracy2:0.237325
Initialization: 6.201000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.267000
Kernel 1: 0.024000
Kernel 2: 106.247002
Copyback: 0.018000
Sum: 0.039000
It 0,Best ac:0.003882 0.640000 fi:0.467170. Ave ac:0.010141,0.013743
Initialization: 7.218000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.691000
Kernel 1: 0.022000
Kernel 2: 107.487999
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.005822 0.750000 fi:0.349175. Ave ac:0.012328,0.014535
Initialization: 6.638000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.385000
Kernel 1: 0.021000
Kernel 2: 105.639000
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.004124 0.809524 fi:0.290385. Ave ac:0.013543,0.017833
Initialization: 6.193000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.463000
Kernel 1: 0.022000
Kernel 2: 101.253998
Copyback: 0.019000
Sum: 0.038000
It 3,Best ac:0.008248 0.708333 fi:0.389793. Ave ac:0.014680,0.020528
Initialization: 6.077000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.836000
Kernel 1: 0.022000
Kernel 2: 98.328003
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004611 0.760000 fi:0.339699. Ave ac:0.015207,0.021034
Initialization: 6.184000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.711000
Kernel 1: 0.022000
Kernel 2: 94.016998
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.010917 0.714286 fi:0.382688. Ave ac:0.014181,0.019266
Initialization: 6.549000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.468000
Kernel 1: 0.023000
Kernel 2: 91.888000
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.006550 0.771429 fi:0.327432. Ave ac:0.011625,0.013851
Initialization: 6.403000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.267000
Kernel 1: 0.023000
Kernel 2: 90.612999
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.006793 0.700000 fi:0.398755. Ave ac:0.011717,0.014780
Initialization: 5.961000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.507000
Kernel 1: 0.024000
Kernel 2: 90.774002
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.006308 0.722222 fi:0.376743. Ave ac:0.009956,0.013630
Initialization: 6.198000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.285000
Kernel 1: 0.023000
Kernel 2: 90.397003
Copyback: 0.017000
Sum: 0.037000
It 9,Best ac:0.009704 0.851064 fi:0.246434. Ave ac:0.011208,0.014674
Iteration 10:MDL fitness activated
Error 0.246434 TL 0.034331
MDL Theory Length Weight: 2.3926930348 (1)
Initialization: 6.228000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.102000
Kernel 1: 0.022000
Kernel 2: 87.886002
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.006550 0.843750 fi:0.314606. Ave ac:0.008383,0.010021
Initialization: 6.357000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.265000
Kernel 1: 0.023000
Kernel 2: 90.417999
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.005337 0.846154 fi:0.307457. Ave ac:0.009918,0.014475
Initialization: 6.159000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.938000
Kernel 1: 0.022000
Kernel 2: 91.091003
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.005339 0.785714 fi:0.379405. Ave ac:0.010500,0.012504
Initialization: 6.389000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.271000
Kernel 1: 0.023000
Kernel 2: 87.557999
Copyback: 0.018000
Sum: 0.035000
It 13,Best ac:0.005822 0.750000 fi:0.402192. Ave ac:0.010069,0.011992
Initialization: 6.192000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.629000
Kernel 1: 0.022000
Kernel 2: 88.333000
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.006550 0.771429 fi:0.378789. Ave ac:0.009431,0.012956
Initialization: 6.552000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.676000
Kernel 1: 0.021000
Kernel 2: 90.008003
Copyback: 0.018000
Sum: 0.036000
It 15,Best ac:0.003882 0.888889 fi:0.273234. Ave ac:0.010152,0.014083
Initialization: 6.609000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.333000
Kernel 1: 0.022000
Kernel 2: 87.874001
Copyback: 0.018000
Sum: 0.034000
It 16,Best ac:0.004367 0.818182 fi:0.312183. Ave ac:0.010718,0.014054
Initialization: 6.153000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.804000
Kernel 1: 0.022000
Kernel 2: 86.082001
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.005095 0.807692 fi:0.329943. Ave ac:0.010004,0.011510
Initialization: 6.633000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.317000
Kernel 1: 0.022000
Kernel 2: 86.274002
Copyback: 0.018000
Sum: 0.033000
It 18,Best ac:0.005337 0.785714 fi:0.358887. Ave ac:0.008723,0.010141
Initialization: 6.197000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.714000
Kernel 1: 0.022000
Kernel 2: 86.146004
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.007035 0.805556 fi:0.345687. Ave ac:0.008243,0.009038
Initialization: 7.647000
Memcpy Classifiers: 0.328000
Memcpy Instances: 8.297000
Kernel 1: 0.022000
Kernel 2: 86.272003
Copyback: 0.018000
Sum: 0.033000
It 20,Best ac:0.005822 0.857143 fi:0.287626. Ave ac:0.008719,0.007386
Initialization: 6.434000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.391000
Kernel 1: 0.022000
Kernel 2: 83.177002
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.004367 0.818182 fi:0.342025. Ave ac:0.008387,0.010454
Initialization: 6.555000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.347000
Kernel 1: 0.022000
Kernel 2: 83.334999
Copyback: 0.370000
Sum: 0.030000
It 22,Best ac:0.003882 0.800000 fi:0.346421. Ave ac:0.008267,0.009084
Initialization: 6.617000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.337000
Kernel 1: 0.022000
Kernel 2: 82.648003
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.004367 0.900000 fi:0.237672. Ave ac:0.008175,0.011875
Initialization: 6.160000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.571000
Kernel 1: 0.023000
Kernel 2: 82.412003
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.003396 1.000000 fi:0.272798. Ave ac:0.008508,0.012579
Initialization: 6.146000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.527000
Kernel 1: 0.022000
Kernel 2: 82.981003
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.004852 0.769231 fi:0.370483. Ave ac:0.006724,0.008942
Initialization: 6.550000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.314000
Kernel 1: 0.022000
Kernel 2: 82.244003
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.004124 0.894737 fi:0.245292. Ave ac:0.010552,0.012724
Initialization: 6.224000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.632000
Kernel 1: 0.022000
Kernel 2: 83.262001
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003882 0.800000 fi:0.347290. Ave ac:0.008393,0.011908
Initialization: 6.673000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.076000
Kernel 1: 0.022000
Kernel 2: 82.822998
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.004124 0.772727 fi:0.363176. Ave ac:0.008004,0.009283
Initialization: 6.197000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.494000
Kernel 1: 0.023000
Kernel 2: 82.935997
Copyback: 0.017000
Sum: 0.022000
It 29,Best ac:0.004124 0.850000 fi:0.310793. Ave ac:0.008586,0.008955
Initialization: 6.702000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.268000
Kernel 1: 0.023000
Kernel 2: 84.733002
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.004609 0.904762 fi:0.242703. Ave ac:0.010131,0.013165
Initialization: 6.221000
Memcpy Classifiers: 0.271000
Memcpy Instances: 8.710000
Kernel 1: 0.022000
Kernel 2: 82.722000
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.004124 0.944444 fi:0.198852. Ave ac:0.009363,0.010643
Initialization: 6.505000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.350000
Kernel 1: 0.022000
Kernel 2: 83.432999
Copyback: 0.018000
Sum: 0.027000
It 32,Best ac:0.005337 0.814815 fi:0.319667. Ave ac:0.006814,0.008643
Initialization: 6.650000
Memcpy Classifiers: 0.288000
Memcpy Instances: 9.151000
Kernel 1: 0.023000
Kernel 2: 84.771004
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.009221 0.745098 fi:0.392177. Ave ac:0.009040,0.010273
Initialization: 26.857000
Memcpy Instances: 415.925995
Memcpy Classifiers: 0.062000
Kernel 1: 0.022000
Kernel 2: 498.373993
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.055000
Kernel 1: 0.016000
Kernel 2: 490.303009
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.061000
Kernel 1: 0.018000
Kernel 2: 488.023987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 513.869995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 485.790985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 497.987000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 495.454010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 480.420990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 470.091003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 510.764008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 389.044006
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.004420 0.655396 fi:0.480380. Ave ac:0.010529,0.034294
Best acc 0.004420 0.655396
Initialization: 6.689000
Memcpy Classifiers: 0.597000
Memcpy Instances: 8.953000
Kernel 1: 0.024000
Kernel 2: 100.699997
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005206 accuracy2:0.220159
Initialization: 6.743000
Memcpy Classifiers: 0.803000
Memcpy Instances: 8.523000
Kernel 1: 0.021000
Kernel 2: 105.578003
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.004852 0.588235 fi:0.511359. Ave ac:0.009835,0.013602
Initialization: 6.432000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.320000
Kernel 1: 0.023000
Kernel 2: 112.228996
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.004367 0.692308 fi:0.407496. Ave ac:0.013354,0.016834
Initialization: 7.062000
Memcpy Classifiers: 0.491000
Memcpy Instances: 8.352000
Kernel 1: 0.023000
Kernel 2: 110.531998
Copyback: 0.018000
Sum: 0.036000
It 2,Best ac:0.004609 0.791667 fi:0.308032. Ave ac:0.012341,0.016055
Initialization: 6.213000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.616000
Kernel 1: 0.022000
Kernel 2: 111.401001
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.004609 0.612903 fi:0.486796. Ave ac:0.011376,0.014566
Initialization: 7.078000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.133000
Kernel 1: 0.022000
Kernel 2: 109.528000
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004852 0.666667 fi:0.432927. Ave ac:0.012085,0.014844
Initialization: 6.695000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.314000
Kernel 1: 0.022000
Kernel 2: 111.788002
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.003639 0.833333 fi:0.329639. Ave ac:0.012608,0.014276
Initialization: 6.142000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.645000
Kernel 1: 0.023000
Kernel 2: 114.578003
Copyback: 0.018000
Sum: 0.036000
It 6,Best ac:0.006550 0.794118 fi:0.304743. Ave ac:0.011508,0.012624
Initialization: 6.637000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.346000
Kernel 1: 0.022000
Kernel 2: 112.872002
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.005095 0.913043 fi:0.186446. Ave ac:0.010233,0.012903
Initialization: 6.124000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.525000
Kernel 1: 0.022000
Kernel 2: 118.050003
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.003883 0.800000 fi:0.307170. Ave ac:0.008334,0.010460
Initialization: 6.404000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.362000
Kernel 1: 0.022000
Kernel 2: 114.718002
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.005580 0.696970 fi:0.402310. Ave ac:0.010198,0.013386
Iteration 10:MDL fitness activated
Error 0.402310 TL 0.035272
MDL Theory Length Weight: 3.8019757227 (3)
Initialization: 6.403000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.329000
Kernel 1: 0.023000
Kernel 2: 108.429001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.007521 0.720930 fi:0.457046. Ave ac:0.010807,0.011917
Initialization: 6.397000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.964000
Kernel 1: 0.022000
Kernel 2: 111.727997
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.004852 0.769231 fi:0.463294. Ave ac:0.010067,0.011952
Initialization: 6.192000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.443000
Kernel 1: 0.022000
Kernel 2: 108.510002
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.003882 0.888889 fi:0.320624. Ave ac:0.008391,0.009178
Initialization: 6.682000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.581000
Kernel 1: 0.023000
Kernel 2: 102.142998
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.003882 0.888889 fi:0.317002. Ave ac:0.008834,0.012297
Initialization: 6.175000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.601000
Kernel 1: 0.022000
Kernel 2: 101.776001
Copyback: 0.017000
Sum: 0.038000
It 14,Best ac:0.007278 0.769231 fi:0.393457. Ave ac:0.011051,0.011664
Initialization: 6.236000
Memcpy Classifiers: 0.633000
Memcpy Instances: 8.325000
Kernel 1: 0.021000
Kernel 2: 97.011002
Copyback: 0.017000
Sum: 0.037000
It 15,Best ac:0.004852 0.869565 fi:0.338423. Ave ac:0.011754,0.012591
Initialization: 6.214000
Memcpy Classifiers: 0.730000
Memcpy Instances: 8.677000
Kernel 1: 0.022000
Kernel 2: 96.894997
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.009461 0.780000 fi:0.372442. Ave ac:0.011418,0.012019
Initialization: 6.294000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.403000
Kernel 1: 0.021000
Kernel 2: 96.711998
Copyback: 0.018000
Sum: 0.036000
It 17,Best ac:0.003154 1.000000 fi:0.348288. Ave ac:0.011335,0.014303
Initialization: 6.203000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.566000
Kernel 1: 0.022000
Kernel 2: 95.214996
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.004852 0.740741 fi:0.408728. Ave ac:0.009486,0.014202
Initialization: 7.643000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.298000
Kernel 1: 0.022000
Kernel 2: 95.014000
Copyback: 0.017000
Sum: 0.039000
It 19,Best ac:0.009219 0.745098 fi:0.415795. Ave ac:0.007640,0.011022
Initialization: 6.175000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.744000
Kernel 1: 0.021000
Kernel 2: 91.650002
Copyback: 0.018000
Sum: 0.033000
It 20,Best ac:0.003882 0.888889 fi:0.299718. Ave ac:0.008902,0.014060
Initialization: 6.216000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.396000
Kernel 1: 0.021000
Kernel 2: 92.232002
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.010432 0.811321 fi:0.317666. Ave ac:0.011529,0.015166
Initialization: 6.532000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.287000
Kernel 1: 0.021000
Kernel 2: 90.983002
Copyback: 0.018000
Sum: 0.030000
It 22,Best ac:0.006065 0.735294 fi:0.418823. Ave ac:0.010131,0.014264
Initialization: 6.217000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.456000
Kernel 1: 0.023000
Kernel 2: 89.136002
Copyback: 0.018000
Sum: 0.030000
It 23,Best ac:0.003639 0.882353 fi:0.328472. Ave ac:0.012413,0.016963
Initialization: 6.215000
Memcpy Classifiers: 0.282000
Memcpy Instances: 9.461000
Kernel 1: 0.022000
Kernel 2: 89.783997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.005337 0.880000 fi:0.285672. Ave ac:0.008375,0.011680
Initialization: 6.254000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.514000
Kernel 1: 0.022000
Kernel 2: 90.319000
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.003396 0.875000 fi:0.403519. Ave ac:0.011514,0.017466
Initialization: 6.485000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.970000
Kernel 1: 0.021000
Kernel 2: 85.819000
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.008491 0.714286 fi:0.431682. Ave ac:0.011838,0.019285
Initialization: 6.540000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.304000
Kernel 1: 0.022000
Kernel 2: 84.845001
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.006793 0.777778 fi:0.367318. Ave ac:0.011502,0.016748
Initialization: 6.401000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.329000
Kernel 1: 0.022000
Kernel 2: 83.372002
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.003882 0.842105 fi:0.337190. Ave ac:0.011902,0.017918
Initialization: 6.148000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.510000
Kernel 1: 0.022000
Kernel 2: 82.166000
Copyback: 0.019000
Sum: 0.029000
It 29,Best ac:0.005095 0.777778 fi:0.386302. Ave ac:0.009030,0.011149
Initialization: 7.557000
Memcpy Classifiers: 0.287000
Memcpy Instances: 8.492000
Kernel 1: 0.022000
Kernel 2: 84.367996
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.004124 0.772727 fi:0.378178. Ave ac:0.009675,0.014688
Initialization: 6.480000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.762000
Kernel 1: 0.022000
Kernel 2: 84.346001
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.005822 0.857143 fi:0.305182. Ave ac:0.011482,0.014543
Initialization: 6.174000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.682000
Kernel 1: 0.022000
Kernel 2: 80.677002
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003396 0.933333 fi:0.341395. Ave ac:0.010114,0.012934
Initialization: 6.149000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.723000
Kernel 1: 0.022000
Kernel 2: 79.697998
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.006308 0.838710 fi:0.323405. Ave ac:0.011656,0.018762
MDL Theory Length Weight: 3.4217781504 (10)
Initialization: 28.257000
Memcpy Instances: 412.015991
Memcpy Classifiers: 0.064000
Kernel 1: 0.023000
Kernel 2: 476.746002
Copyback: 0.367000
Sum: 0.015000
Memcpy Classifiers: 0.061000
Kernel 1: 0.016000
Kernel 2: 461.983002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 481.886993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 479.001007
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 458.651001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 465.082001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 465.014008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 485.350006
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 473.554993
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 467.664001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 372.480011
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004241 0.640762 fi:0.517227. Ave ac:0.010926,0.035480
Best acc 0.004241 0.640762
Rule:Att PSSM_-4_7 is [-5.555649,-0.730962]|Att PSSM_0_12 is [-6.462205,-3.572242]|Att PSSM_1_18 is [-0.089299,8.866398]|Att PSSM_3_12 is [-5.623579,-0.352948]|1
Accuracy : 0.767527
0	1	
157120	6960	
47587	22971	
Removed 1390 instances. 204707 Instances left. Acc of rule 0.004420-0.655396
Initialization: 6.380000
Memcpy Classifiers: 0.561000
Memcpy Instances: 8.206000
Kernel 1: 0.025000
Kernel 2: 100.143997
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005636 accuracy2:0.227600
Initialization: 6.067000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.046000
Kernel 1: 0.024000
Kernel 2: 103.295998
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.003908 0.551724 fi:0.548258. Ave ac:0.010537,0.014097
Initialization: 6.191000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.877000
Kernel 1: 0.023000
Kernel 2: 106.511002
Copyback: 0.019000
Sum: 0.035000
It 1,Best ac:0.003907 0.640000 fi:0.459982. Ave ac:0.013594,0.015986
Initialization: 6.169000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.426000
Kernel 1: 0.022000
Kernel 2: 103.712997
Copyback: 0.018000
Sum: 0.035000
It 2,Best ac:0.007082 0.617021 fi:0.481572. Ave ac:0.012227,0.014817
Initialization: 6.384000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.691000
Kernel 1: 0.022000
Kernel 2: 101.343002
Copyback: 0.370000
Sum: 0.033000
It 3,Best ac:0.004641 0.655172 fi:0.444489. Ave ac:0.011825,0.013345
Initialization: 7.240000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.821000
Kernel 1: 0.022000
Kernel 2: 100.403999
Copyback: 0.019000
Sum: 0.033000
It 4,Best ac:0.004884 0.666667 fi:0.432888. Ave ac:0.013149,0.013758
Initialization: 6.763000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.385000
Kernel 1: 0.022000
Kernel 2: 95.353996
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.006106 0.657895 fi:0.441126. Ave ac:0.014012,0.013988
Initialization: 7.532000
Memcpy Classifiers: 0.420000
Memcpy Instances: 8.688000
Kernel 1: 0.022000
Kernel 2: 92.918999
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.006105 0.757576 fi:0.341445. Ave ac:0.015039,0.014604
Initialization: 6.160000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.753000
Kernel 1: 0.022000
Kernel 2: 92.207001
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.006595 0.794118 fi:0.304689. Ave ac:0.011889,0.011675
Initialization: 6.397000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.262000
Kernel 1: 0.022000
Kernel 2: 88.591003
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.004398 0.782609 fi:0.317157. Ave ac:0.010104,0.010097
Initialization: 6.175000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.223000
Kernel 1: 0.023000
Kernel 2: 89.918999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003908 0.888889 fi:0.211093. Ave ac:0.009102,0.009877
Iteration 10:MDL fitness activated
Error 0.211093 TL 0.034844
MDL Theory Length Weight: 2.0194217854 (1)
Initialization: 6.335000
Memcpy Classifiers: 0.383000
Memcpy Instances: 8.607000
Kernel 1: 0.022000
Kernel 2: 90.491997
Copyback: 0.022000
Sum: 0.038000
It 10,Best ac:0.005129 0.807692 fi:0.358750. Ave ac:0.009426,0.009700
Initialization: 6.537000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.247000
Kernel 1: 0.023000
Kernel 2: 92.033997
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.004152 0.739130 fi:0.404185. Ave ac:0.009880,0.010290
Initialization: 6.711000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.568000
Kernel 1: 0.022000
Kernel 2: 92.012001
Copyback: 0.016000
Sum: 0.029000
It 12,Best ac:0.005862 0.857143 fi:0.315808. Ave ac:0.009170,0.008926
Initialization: 6.487000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.242000
Kernel 1: 0.024000
Kernel 2: 93.542000
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.005372 0.814815 fi:0.358992. Ave ac:0.007621,0.006710
Initialization: 6.159000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.215000
Kernel 1: 0.023000
Kernel 2: 92.612000
Copyback: 0.017000
Sum: 0.038000
It 14,Best ac:0.003663 0.882353 fi:0.310004. Ave ac:0.007980,0.008867
Initialization: 6.715000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.465000
Kernel 1: 0.022000
Kernel 2: 85.976997
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.003908 0.842105 fi:0.328241. Ave ac:0.008115,0.007287
Initialization: 6.108000
Memcpy Classifiers: 1.149000
Memcpy Instances: 8.560000
Kernel 1: 0.022000
Kernel 2: 86.042000
Copyback: 0.018000
Sum: 0.033000
It 16,Best ac:0.006349 0.866667 fi:0.288713. Ave ac:0.008617,0.008106
Initialization: 7.332000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.229000
Kernel 1: 0.022000
Kernel 2: 84.139000
Copyback: 0.018000
Sum: 0.039000
It 17,Best ac:0.007085 0.805556 fi:0.350781. Ave ac:0.009797,0.008433
Initialization: 6.159000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.203000
Kernel 1: 0.024000
Kernel 2: 84.656998
Copyback: 0.024000
Sum: 0.034000
It 18,Best ac:0.005618 0.821429 fi:0.332427. Ave ac:0.007037,0.007196
Initialization: 6.229000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.564000
Kernel 1: 0.022000
Kernel 2: 85.144997
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.006839 0.903226 fi:0.259960. Ave ac:0.009323,0.007919
Initialization: 6.490000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.217000
Kernel 1: 0.022000
Kernel 2: 83.908997
Copyback: 0.020000
Sum: 0.035000
It 20,Best ac:0.004885 0.833333 fi:0.350635. Ave ac:0.007840,0.006402
Initialization: 6.322000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.227000
Kernel 1: 0.023000
Kernel 2: 89.880997
Copyback: 0.024000
Sum: 0.805000
It 21,Best ac:0.003908 0.888889 fi:0.283927. Ave ac:0.007356,0.005816
Initialization: 6.115000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.811000
Kernel 1: 0.022000
Kernel 2: 85.019997
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.004397 0.900000 fi:0.252727. Ave ac:0.008096,0.005482
Initialization: 6.190000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.219000
Kernel 1: 0.024000
Kernel 2: 82.563004
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.004885 0.833333 fi:0.324077. Ave ac:0.005345,0.003879
Initialization: 6.459000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.212000
Kernel 1: 0.023000
Kernel 2: 83.160004
Copyback: 0.018000
Sum: 0.039000
It 24,Best ac:0.004397 0.857143 fi:0.310281. Ave ac:0.006748,0.005449
Initialization: 6.574000
Memcpy Classifiers: 0.366000
Memcpy Instances: 8.220000
Kernel 1: 0.022000
Kernel 2: 83.324997
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.005617 0.821429 fi:0.332481. Ave ac:0.007517,0.005386
Initialization: 6.488000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.222000
Kernel 1: 0.022000
Kernel 2: 83.213997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.003907 0.842105 fi:0.303088. Ave ac:0.006734,0.005439
Initialization: 6.047000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.617000
Kernel 1: 0.022000
Kernel 2: 81.460999
Copyback: 0.018000
Sum: 0.032000
It 27,Best ac:0.004152 0.772727 fi:0.372359. Ave ac:0.006756,0.005009
Initialization: 6.411000
Memcpy Classifiers: 0.391000
Memcpy Instances: 8.322000
Kernel 1: 0.023000
Kernel 2: 82.971001
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.005128 0.777778 fi:0.380709. Ave ac:0.005716,0.005323
Initialization: 6.084000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.403000
Kernel 1: 0.022000
Kernel 2: 83.551003
Copyback: 0.018000
Sum: 0.030000
It 29,Best ac:0.007572 0.885714 fi:0.266934. Ave ac:0.009407,0.006379
Initialization: 6.368000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.808000
Kernel 1: 0.022000
Kernel 2: 81.334999
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.005375 0.956522 fi:0.206412. Ave ac:0.009084,0.007228
Initialization: 6.375000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.253000
Kernel 1: 0.023000
Kernel 2: 82.517998
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.005862 0.888889 fi:0.268538. Ave ac:0.006719,0.005485
Initialization: 6.372000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.206000
Kernel 1: 0.021000
Kernel 2: 82.927002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.004152 0.809524 fi:0.349048. Ave ac:0.007114,0.005895
Initialization: 6.239000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.425000
Kernel 1: 0.022000
Kernel 2: 80.351997
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004152 0.894737 fi:0.263508. Ave ac:0.007221,0.004928
Initialization: 27.746000
Memcpy Instances: 411.510986
Memcpy Classifiers: 0.072000
Kernel 1: 0.024000
Kernel 2: 489.851990
Copyback: 0.017000
Sum: 0.016000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 498.563995
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 489.670990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 498.373993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 479.459015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 491.247986
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 481.916992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 488.040009
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 477.971985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 480.838013
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.059000
Kernel 1: 0.015000
Kernel 2: 385.342987
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005207 0.682022 fi:0.476088. Ave ac:0.007062,0.021644
Best acc 0.005207 0.682022
Initialization: 6.577000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.274000
Kernel 1: 0.024000
Kernel 2: 101.102997
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005618 accuracy2:0.226010
Initialization: 7.055000
Memcpy Classifiers: 0.491000
Memcpy Instances: 8.521000
Kernel 1: 0.022000
Kernel 2: 106.783997
Copyback: 0.020000
Sum: 0.057000
It 0,Best ac:0.023210 0.527778 fi:0.565459. Ave ac:0.010239,0.014975
Initialization: 6.845000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.262000
Kernel 1: 0.023000
Kernel 2: 105.773003
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.003663 0.750000 fi:0.397146. Ave ac:0.012141,0.015072
Initialization: 6.494000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.231000
Kernel 1: 0.175000
Kernel 2: 98.977997
Copyback: 0.017000
Sum: 0.038000
It 2,Best ac:0.005864 0.666667 fi:0.432458. Ave ac:0.012246,0.013988
Initialization: 6.253000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.445000
Kernel 1: 0.022000
Kernel 2: 100.261002
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.004151 0.629630 fi:0.470245. Ave ac:0.010949,0.011726
Initialization: 6.150000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.448000
Kernel 1: 0.022000
Kernel 2: 98.528000
Copyback: 0.023000
Sum: 0.036000
It 4,Best ac:0.003908 0.800000 fi:0.299982. Ave ac:0.011158,0.011870
Initialization: 6.284000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.386000
Kernel 1: 0.022000
Kernel 2: 100.613998
Copyback: 0.018000
Sum: 0.037000
It 5,Best ac:0.007572 0.645833 fi:0.452546. Ave ac:0.010540,0.012066
Initialization: 6.856000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.657000
Kernel 1: 0.022000
Kernel 2: 97.483002
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.006352 0.722222 fi:0.376688. Ave ac:0.011426,0.015026
Initialization: 6.599000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.221000
Kernel 1: 0.023000
Kernel 2: 96.130997
Copyback: 0.018000
Sum: 0.033000
It 7,Best ac:0.005374 0.785714 fi:0.313627. Ave ac:0.012088,0.014051
Initialization: 6.173000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.608000
Kernel 1: 0.022000
Kernel 2: 98.088997
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.006349 0.684211 fi:0.414703. Ave ac:0.011094,0.013346
Initialization: 6.174000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.467000
Kernel 1: 0.022000
Kernel 2: 95.672997
Copyback: 0.018000
Sum: 0.033000
It 9,Best ac:0.004397 0.720000 fi:0.379768. Ave ac:0.010653,0.012148
Iteration 10:MDL fitness activated
Error 0.379768 TL 0.027250
MDL Theory Length Weight: 4.6454922948 (6)
Initialization: 6.460000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.392000
Kernel 1: 0.023000
Kernel 2: 94.452003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006595 0.613636 fi:0.580496. Ave ac:0.008620,0.011081
Initialization: 6.135000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.638000
Kernel 1: 0.023000
Kernel 2: 91.533997
Copyback: 0.017000
Sum: 0.039000
It 11,Best ac:0.005129 0.750000 fi:0.485016. Ave ac:0.013144,0.013268
Initialization: 6.607000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.319000
Kernel 1: 0.022000
Kernel 2: 88.838997
Copyback: 0.020000
Sum: 0.039000
It 12,Best ac:0.003419 0.933333 fi:0.449975. Ave ac:0.012834,0.013761
Initialization: 6.459000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.640000
Kernel 1: 0.022000
Kernel 2: 89.389000
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.004152 0.772727 fi:0.416772. Ave ac:0.013413,0.015234
Initialization: 6.142000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.633000
Kernel 1: 0.022000
Kernel 2: 86.012001
Copyback: 0.017000
Sum: 0.042000
It 14,Best ac:0.005375 0.814815 fi:0.455323. Ave ac:0.017972,0.020544
Initialization: 6.159000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.076000
Kernel 1: 0.022000
Kernel 2: 86.721001
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.005374 0.814815 fi:0.351766. Ave ac:0.018283,0.019775
Initialization: 6.145000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.796000
Kernel 1: 0.023000
Kernel 2: 85.824997
Copyback: 0.017000
Sum: 0.041000
It 16,Best ac:0.004397 0.782609 fi:0.400117. Ave ac:0.016428,0.021206
Initialization: 6.369000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.214000
Kernel 1: 0.023000
Kernel 2: 86.523003
Copyback: 0.017000
Sum: 0.038000
It 17,Best ac:0.003908 0.888889 fi:0.320758. Ave ac:0.011480,0.014580
Initialization: 6.093000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.533000
Kernel 1: 0.022000
Kernel 2: 87.818001
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.007570 0.704545 fi:0.480400. Ave ac:0.015768,0.020856
Initialization: 6.109000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.529000
Kernel 1: 0.022000
Kernel 2: 83.591003
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.007084 0.725000 fi:0.473431. Ave ac:0.015804,0.020798
Initialization: 6.546000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.218000
Kernel 1: 0.023000
Kernel 2: 83.200996
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.005131 0.777778 fi:0.433000. Ave ac:0.017156,0.018935
Initialization: 6.875000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.256000
Kernel 1: 0.022000
Kernel 2: 81.522003
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.004641 0.826087 fi:0.365752. Ave ac:0.013366,0.018688
Initialization: 6.275000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.275000
Kernel 1: 0.022000
Kernel 2: 81.087997
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004152 0.772727 fi:0.406851. Ave ac:0.014784,0.018840
Initialization: 6.305000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.281000
Kernel 1: 0.022000
Kernel 2: 82.498001
Copyback: 0.018000
Sum: 0.031000
It 23,Best ac:0.004151 0.894737 fi:0.301340. Ave ac:0.012608,0.015247
Initialization: 6.102000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.986000
Kernel 1: 0.022000
Kernel 2: 82.023003
Copyback: 0.371000
Sum: 0.029000
It 24,Best ac:0.003908 0.888889 fi:0.298822. Ave ac:0.015483,0.016803
Initialization: 6.134000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.641000
Kernel 1: 0.022000
Kernel 2: 84.594002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.007330 0.731707 fi:0.454508. Ave ac:0.010943,0.014601
Initialization: 6.369000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.215000
Kernel 1: 0.022000
Kernel 2: 86.801003
Copyback: 0.018000
Sum: 0.214000
It 26,Best ac:0.006106 0.833333 fi:0.348926. Ave ac:0.016724,0.016427
Initialization: 6.513000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.278000
Kernel 1: 0.023000
Kernel 2: 83.859001
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.004884 0.833333 fi:0.375886. Ave ac:0.011268,0.013351
Initialization: 6.497000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.297000
Kernel 1: 0.022000
Kernel 2: 80.573997
Copyback: 0.018000
Sum: 0.032000
It 28,Best ac:0.005617 0.793103 fi:0.385139. Ave ac:0.008761,0.009027
Initialization: 6.491000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.213000
Kernel 1: 0.022000
Kernel 2: 82.013000
Copyback: 0.020000
Sum: 0.033000
It 29,Best ac:0.004152 0.850000 fi:0.329578. Ave ac:0.010852,0.011447
Initialization: 6.134000
Memcpy Classifiers: 0.707000
Memcpy Instances: 8.656000
Kernel 1: 0.023000
Kernel 2: 83.839996
Copyback: 0.018000
Sum: 0.031000
It 30,Best ac:0.003907 0.800000 fi:0.386155. Ave ac:0.010149,0.012217
Initialization: 6.162000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.606000
Kernel 1: 0.022000
Kernel 2: 84.109001
Copyback: 0.018000
Sum: 0.026000
It 31,Best ac:0.003907 0.800000 fi:0.372083. Ave ac:0.012853,0.014641
Initialization: 6.122000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.659000
Kernel 1: 0.022000
Kernel 2: 84.559998
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.004641 0.904762 fi:0.267836. Ave ac:0.010407,0.013667
Initialization: 6.157000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.213000
Kernel 1: 0.024000
Kernel 2: 83.750999
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.003907 0.888889 fi:0.287145. Ave ac:0.011579,0.011386
Initialization: 26.931999
Memcpy Instances: 407.220001
Memcpy Classifiers: 0.054000
Kernel 1: 0.022000
Kernel 2: 491.013000
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 495.843994
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.052000
Kernel 1: 0.016000
Kernel 2: 481.941010
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.052000
Kernel 1: 0.016000
Kernel 2: 485.575989
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 492.238007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 480.191010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 475.238007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 486.227997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 498.347992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 492.751007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 375.627014
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.004167 0.662782 fi:0.509188. Ave ac:0.009502,0.030106
Best acc 0.004167 0.662782
Rule:Att PSSM_-4_13 is [-5.948085,5.369452]|Att PSSM_-3_12 is [-6.650137,-1.349863]|Att PSSM_-3_18 is [<7.093193]|Att PSSM_-2_12 is [<-2.147038]|Att PSSM_-1_12 is [-5.823621,-2.699607]|Att PSSM_0_2 is [<-2.525069]|Att PSSM_0_12 is [<-2.012466]|Att PSSM_2_19 is [<9.445916]|Att PSSM_3_6 is [-3.255632,0.010747]|Att PSSM_3_8 is [>-5.312876]|Att PSSM_4_14 is [>-4.528991]|1
Accuracy : 0.769952
0	1	
156623	7457	
46521	24037	
Removed 1563 instances. 203144 Instances left. Acc of rule 0.005207-0.682022
Initialization: 6.478000
Memcpy Classifiers: 0.543000
Memcpy Instances: 8.189000
Kernel 1: 0.024000
Kernel 2: 101.150002
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005909 accuracy2:0.232977
Initialization: 6.539000
Memcpy Classifiers: 0.525000
Memcpy Instances: 8.351000
Kernel 1: 0.022000
Kernel 2: 105.385002
Copyback: 0.018000
Sum: 0.037000
It 0,Best ac:0.003692 0.576923 fi:0.550048. Ave ac:0.011581,0.014315
Initialization: 6.650000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.153000
Kernel 1: 0.022000
Kernel 2: 107.588997
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.007876 0.533333 fi:0.564862. Ave ac:0.013491,0.015592
Initialization: 6.102000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.799000
Kernel 1: 0.022000
Kernel 2: 112.314003
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.004924 0.588235 fi:0.511269. Ave ac:0.017145,0.017245
Initialization: 6.040000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.325000
Kernel 1: 0.022000
Kernel 2: 112.056000
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.005662 0.638889 fi:0.460287. Ave ac:0.014252,0.013812
Initialization: 6.364000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.364000
Kernel 1: 0.023000
Kernel 2: 105.348000
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.004924 0.606061 fi:0.493443. Ave ac:0.012142,0.012566
Initialization: 6.163000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.817000
Kernel 1: 0.022000
Kernel 2: 101.193001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.006399 0.702703 fi:0.396148. Ave ac:0.010480,0.012409
Initialization: 6.160000
Memcpy Classifiers: 0.460000
Memcpy Instances: 8.134000
Kernel 1: 0.024000
Kernel 2: 119.841003
Copyback: 0.023000
Sum: 0.034000
It 6,Best ac:0.006645 0.710526 fi:0.388215. Ave ac:0.008452,0.013543
Initialization: 6.186000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.315000
Kernel 1: 0.023000
Kernel 2: 95.539001
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.007138 0.690476 fi:0.408044. Ave ac:0.009894,0.011620
Initialization: 6.018000
Memcpy Classifiers: 0.430000
Memcpy Instances: 8.228000
Kernel 1: 0.023000
Kernel 2: 93.032997
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.004676 0.678571 fi:0.421042. Ave ac:0.009621,0.012690
Initialization: 6.271000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.441000
Kernel 1: 0.022000
Kernel 2: 91.411003
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.007138 0.707317 fi:0.391206. Ave ac:0.011848,0.017991
Iteration 10:MDL fitness activated
Error 0.391206 TL 0.033589
MDL Theory Length Weight: 3.8823181590 (4)
Initialization: 6.262000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.864000
Kernel 1: 0.022000
Kernel 2: 90.362000
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.003200 0.866667 fi:0.477524. Ave ac:0.009457,0.012307
Initialization: 6.316000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.143000
Kernel 1: 0.024000
Kernel 2: 87.401001
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.004677 0.826087 fi:0.366829. Ave ac:0.011997,0.019612
Initialization: 6.302000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.158000
Kernel 1: 0.022000
Kernel 2: 88.517998
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.004677 0.791667 fi:0.416289. Ave ac:0.009208,0.011646
Initialization: 6.300000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.293000
Kernel 1: 0.021000
Kernel 2: 86.807999
Copyback: 0.018000
Sum: 0.034000
It 13,Best ac:0.004922 0.833333 fi:0.370174. Ave ac:0.009019,0.011467
Initialization: 6.053000
Memcpy Classifiers: 0.340000
Memcpy Instances: 31.840000
Kernel 1: 0.022000
Kernel 2: 83.846001
Copyback: 0.017000
Sum: 0.040000
It 14,Best ac:0.003199 0.928571 fi:0.387377. Ave ac:0.010118,0.016022
Initialization: 6.137000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.116000
Kernel 1: 0.022000
Kernel 2: 85.136002
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.006155 0.714286 fi:0.473794. Ave ac:0.010409,0.011672
Initialization: 6.017000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.535000
Kernel 1: 0.022000
Kernel 2: 82.827003
Copyback: 0.018000
Sum: 0.034000
It 16,Best ac:0.003200 1.000000 fi:0.318600. Ave ac:0.013341,0.017025
Initialization: 6.171000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.175000
Kernel 1: 0.023000
Kernel 2: 81.257004
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.007630 0.738095 fi:0.427885. Ave ac:0.009208,0.010526
Initialization: 6.542000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.168000
Kernel 1: 0.023000
Kernel 2: 82.808998
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.005415 0.758621 fi:0.403337. Ave ac:0.013872,0.015291
Initialization: 6.201000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.331000
Kernel 1: 0.023000
Kernel 2: 80.569000
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.004429 0.818182 fi:0.368607. Ave ac:0.012458,0.013328
Initialization: 6.256000
Memcpy Classifiers: 0.301000
Memcpy Instances: 8.942000
Kernel 1: 0.021000
Kernel 2: 79.328003
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.004430 0.900000 fi:0.288003. Ave ac:0.012419,0.015555
Initialization: 6.662000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.397000
Kernel 1: 0.023000
Kernel 2: 78.632004
Copyback: 0.018000
Sum: 0.024000
It 21,Best ac:0.005906 0.774194 fi:0.409742. Ave ac:0.012781,0.011804
Initialization: 6.359000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.223000
Kernel 1: 0.022000
Kernel 2: 78.669998
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.006891 0.777778 fi:0.369020. Ave ac:0.014390,0.019443
Initialization: 5.982000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.376000
Kernel 1: 0.023000
Kernel 2: 77.849998
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.004430 0.900000 fi:0.308283. Ave ac:0.013152,0.013225
Initialization: 6.381000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.320000
Kernel 1: 0.022000
Kernel 2: 77.848999
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.003939 0.761905 fi:0.400706. Ave ac:0.009362,0.015113
Initialization: 6.109000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.351000
Kernel 1: 0.023000
Kernel 2: 77.517998
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.005413 0.785714 fi:0.375557. Ave ac:0.012005,0.015081
Initialization: 6.065000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.395000
Kernel 1: 0.023000
Kernel 2: 77.884003
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.004429 0.857143 fi:0.332176. Ave ac:0.011738,0.013704
Initialization: 7.074000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.564000
Kernel 1: 0.022000
Kernel 2: 78.928001
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.004924 0.769231 fi:0.384878. Ave ac:0.012160,0.012224
Initialization: 6.530000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.151000
Kernel 1: 0.023000
Kernel 2: 79.514999
Copyback: 0.018000
Sum: 0.029000
It 28,Best ac:0.006399 0.702703 fi:0.453060. Ave ac:0.009227,0.010181
Initialization: 6.391000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.265000
Kernel 1: 0.022000
Kernel 2: 77.460999
Copyback: 0.018000
Sum: 0.024000
It 29,Best ac:0.004677 0.730769 fi:0.407465. Ave ac:0.011657,0.017273
MDL Theory Length Weight: 3.4940863431 (10)
Initialization: 6.131000
Memcpy Classifiers: 0.330000
Memcpy Instances: 8.531000
Kernel 1: 0.023000
Kernel 2: 77.015999
Copyback: 0.018000
Sum: 0.025000
It 30,Best ac:0.006891 0.777778 fi:0.376977. Ave ac:0.015316,0.021467
Initialization: 7.958000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.197000
Kernel 1: 0.023000
Kernel 2: 78.175003
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.010089 0.759259 fi:0.395657. Ave ac:0.011539,0.017211
Initialization: 6.175000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.509000
Kernel 1: 0.022000
Kernel 2: 80.921997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.003447 0.933333 fi:0.338122. Ave ac:0.010263,0.012329
Initialization: 6.086000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.673000
Kernel 1: 0.022000
Kernel 2: 80.438004
Copyback: 0.019000
Sum: 0.027000
It 33,Best ac:0.004677 0.863636 fi:0.302794. Ave ac:0.011305,0.012911
Initialization: 27.084999
Memcpy Instances: 407.691010
Memcpy Classifiers: 0.057000
Kernel 1: 0.022000
Kernel 2: 496.967010
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 490.058014
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 502.829010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 499.466003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 486.533997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 486.239014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 499.326996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 488.466003
Copyback: 0.020000
Sum: 0.005000
Memcpy Classifiers: 0.050000
Kernel 1: 0.018000
Kernel 2: 489.614014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.016000
Kernel 2: 495.544006
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.051000
Kernel 1: 0.022000
Kernel 2: 227.363007
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.055571 0.607752 fi:0.528812. Ave ac:0.008478,0.026992
Best acc 0.055571 0.607752
Initialization: 6.351000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.242000
Kernel 1: 0.025000
Kernel 2: 99.356003
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005957 accuracy2:0.223199
Initialization: 6.042000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.330000
Kernel 1: 0.022000
Kernel 2: 103.321999
Copyback: 0.017000
Sum: 0.030000
It 0,Best ac:0.005906 0.571429 fi:0.527641. Ave ac:0.011305,0.014355
Initialization: 6.137000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.141000
Kernel 1: 0.025000
Kernel 2: 108.232002
Copyback: 0.018000
Sum: 0.034000
It 1,Best ac:0.003938 0.640000 fi:0.459943. Ave ac:0.014505,0.016554
Initialization: 6.430000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.173000
Kernel 1: 0.022000
Kernel 2: 102.499001
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.004431 0.642857 fi:0.456865. Ave ac:0.014936,0.017641
Initialization: 6.618000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.548000
Kernel 1: 0.022000
Kernel 2: 103.907997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.004429 0.666667 fi:0.433058. Ave ac:0.016212,0.018565
Initialization: 6.063000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.506000
Kernel 1: 0.022000
Kernel 2: 101.325996
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.009353 0.666667 fi:0.430869. Ave ac:0.014710,0.017094
Initialization: 6.040000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.493000
Kernel 1: 0.022000
Kernel 2: 99.754997
Copyback: 0.020000
Sum: 0.035000
It 5,Best ac:0.005415 0.709677 fi:0.389608. Ave ac:0.012816,0.019411
Initialization: 6.127000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.035000
Kernel 1: 0.022000
Kernel 2: 103.136002
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.007632 0.620000 fi:0.478301. Ave ac:0.015101,0.018824
Initialization: 6.524000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.174000
Kernel 1: 0.021000
Kernel 2: 98.728996
Copyback: 0.019000
Sum: 0.033000
It 7,Best ac:0.007139 0.743590 fi:0.354930. Ave ac:0.014897,0.019633
Initialization: 6.164000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.719000
Kernel 1: 0.022000
Kernel 2: 97.501999
Copyback: 0.373000
Sum: 0.029000
It 8,Best ac:0.003693 0.789474 fi:0.337497. Ave ac:0.014052,0.016456
Initialization: 6.118000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.186000
Kernel 1: 0.023000
Kernel 2: 98.725998
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.003938 0.615385 fi:0.484559. Ave ac:0.010036,0.014706
Iteration 10:MDL fitness activated
Error 0.484559 TL 0.023846
MDL Theory Length Weight: 6.7735709962 (2)
Initialization: 6.376000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.198000
Kernel 1: 0.023000
Kernel 2: 98.261002
Copyback: 0.018000
Sum: 0.037000
It 10,Best ac:0.005169 0.913043 fi:0.350901. Ave ac:0.010794,0.014403
Initialization: 6.031000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.435000
Kernel 1: 0.023000
Kernel 2: 93.391998
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.005170 0.777778 fi:0.477018. Ave ac:0.010952,0.015265
Initialization: 6.424000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.189000
Kernel 1: 0.023000
Kernel 2: 93.196999
Copyback: 0.018000
Sum: 0.040000
It 12,Best ac:0.003939 0.842105 fi:0.452964. Ave ac:0.009737,0.012503
Initialization: 6.101000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.349000
Kernel 1: 0.021000
Kernel 2: 90.649002
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.006399 0.742857 fi:0.489621. Ave ac:0.008648,0.011674
Initialization: 6.496000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.464000
Kernel 1: 0.023000
Kernel 2: 85.472000
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.003691 0.882353 fi:0.465146. Ave ac:0.007969,0.013492
Initialization: 6.065000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.414000
Kernel 1: 0.022000
Kernel 2: 83.087997
Copyback: 0.018000
Sum: 0.032000
It 15,Best ac:0.003937 0.640000 fi:0.555928. Ave ac:0.013188,0.022949
Initialization: 6.053000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.395000
Kernel 1: 0.022000
Kernel 2: 83.287003
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.004185 0.772727 fi:0.423555. Ave ac:0.014063,0.021098
Initialization: 6.469000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.157000
Kernel 1: 0.022000
Kernel 2: 82.745003
Copyback: 0.018000
Sum: 0.028000
It 17,Best ac:0.005416 0.628571 fi:0.563493. Ave ac:0.010398,0.019865
Initialization: 6.484000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.648000
Kernel 1: 0.022000
Kernel 2: 80.410004
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.006399 0.634146 fi:0.562362. Ave ac:0.014768,0.026150
Initialization: 6.757000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.225000
Kernel 1: 0.023000
Kernel 2: 77.924004
Copyback: 0.018000
Sum: 0.025000
It 19,Best ac:0.004430 0.720000 fi:0.488630. Ave ac:0.017639,0.029994
MDL Theory Length Weight: 6.0962138966 (12)
Initialization: 6.542000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.163000
Kernel 1: 0.022000
Kernel 2: 77.000000
Copyback: 0.018000
Sum: 0.025000
It 20,Best ac:0.004430 0.857143 fi:0.347905. Ave ac:0.017804,0.033424
Initialization: 6.507000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.222000
Kernel 1: 0.022000
Kernel 2: 77.222000
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.004185 0.708333 fi:0.432684. Ave ac:0.016100,0.032816
Initialization: 6.279000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.407000
Kernel 1: 0.022000
Kernel 2: 76.417999
Copyback: 0.016000
Sum: 0.025000
It 22,Best ac:0.003938 0.640000 fi:0.523130. Ave ac:0.014006,0.028885
Initialization: 7.482000
Memcpy Classifiers: 0.300000
Memcpy Instances: 9.585000
Kernel 1: 0.022000
Kernel 2: 73.019997
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.005661 0.741935 fi:0.450597. Ave ac:0.019507,0.033050
Initialization: 6.365000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.170000
Kernel 1: 0.023000
Kernel 2: 72.382004
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004676 0.730769 fi:0.446475. Ave ac:0.016822,0.032274
Initialization: 6.103000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.904000
Kernel 1: 0.022000
Kernel 2: 71.412003
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.005908 0.800000 fi:0.380893. Ave ac:0.015105,0.029708
Initialization: 6.105000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.687000
Kernel 1: 0.023000
Kernel 2: 72.890999
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.006399 0.684211 fi:0.508121. Ave ac:0.011927,0.028502
Initialization: 6.250000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.221000
Kernel 1: 0.022000
Kernel 2: 73.446999
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.004676 0.678571 fi:0.516364. Ave ac:0.017125,0.031836
Initialization: 6.456000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.353000
Kernel 1: 0.023000
Kernel 2: 71.223000
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.004184 0.739130 fi:0.456265. Ave ac:0.016300,0.033339
Initialization: 6.436000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.880000
Kernel 1: 0.022000
Kernel 2: 70.597000
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.003938 0.800000 fi:0.362784. Ave ac:0.016452,0.031732
MDL Theory Length Weight: 5.4865925070 (22)
Initialization: 6.323000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.142000
Kernel 1: 0.023000
Kernel 2: 71.235001
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004431 0.666667 fi:0.509471. Ave ac:0.010809,0.021728
Initialization: 6.195000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.134000
Kernel 1: 0.024000
Kernel 2: 73.511002
Copyback: 0.018000
Sum: 0.025000
It 31,Best ac:0.003938 0.800000 fi:0.378973. Ave ac:0.012675,0.022167
Initialization: 6.574000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.309000
Kernel 1: 0.022000
Kernel 2: 73.041000
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.003692 0.833333 fi:0.373836. Ave ac:0.011414,0.019849
Initialization: 6.403000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.182000
Kernel 1: 0.022000
Kernel 2: 70.329002
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004675 0.791667 fi:0.388671. Ave ac:0.011873,0.018812
Initialization: 28.240999
Memcpy Instances: 408.437012
Memcpy Classifiers: 0.053000
Kernel 1: 0.022000
Kernel 2: 440.446991
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 441.585999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 428.031006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 433.821014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 429.115997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 434.377014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 434.556000
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 415.734009
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.052000
Kernel 1: 0.018000
Kernel 2: 445.630005
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 439.364990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 199.080994
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004179 0.621523 fi:0.534869. Ave ac:0.009087,0.032811
Best acc 0.004179 0.621523
Rule:Att PSSM_0_7 is [<-4.673481]|Att PSSM_1_10 is [>-2.073577]|Att PSSM_2_12 is [-6.876179,-2.108328]|1
Accuracy : 0.771367
0	1	
156106	7974	
45672	24886	
Removed 1366 instances. 201778 Instances left. Acc of rule 0.004179-0.621523
Initialization: 6.536000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.439000
Kernel 1: 0.023000
Kernel 2: 99.623001
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.004863 accuracy2:0.194259
Initialization: 6.066000
Memcpy Classifiers: 0.881000
Memcpy Instances: 8.116000
Kernel 1: 0.022000
Kernel 2: 107.528000
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.004213 0.472222 fi:0.627575. Ave ac:0.009033,0.011976
Initialization: 6.062000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.525000
Kernel 1: 0.022000
Kernel 2: 105.114998
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.008426 0.500000 fi:0.597904. Ave ac:0.011967,0.014898
Initialization: 6.531000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.171000
Kernel 1: 0.023000
Kernel 2: 102.049004
Copyback: 0.018000
Sum: 0.037000
It 2,Best ac:0.006196 0.595238 fi:0.503668. Ave ac:0.011176,0.015713
Initialization: 6.078000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.840000
Kernel 1: 0.022000
Kernel 2: 106.129997
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.006444 0.666667 fi:0.432128. Ave ac:0.011852,0.015347
Initialization: 6.100000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.077000
Kernel 1: 0.022000
Kernel 2: 106.475998
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.010902 0.666667 fi:0.430123. Ave ac:0.011036,0.010888
Initialization: 6.277000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.577000
Kernel 1: 0.021000
Kernel 2: 105.486000
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.007929 0.711111 fi:0.387019. Ave ac:0.009944,0.009475
Initialization: 5.994000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.370000
Kernel 1: 0.022000
Kernel 2: 106.178001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005452 0.785714 fi:0.313526. Ave ac:0.009948,0.010133
Initialization: 6.344000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.340000
Kernel 1: 0.022000
Kernel 2: 105.833000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.007187 0.725000 fi:0.373461. Ave ac:0.011060,0.011422
Initialization: 7.080000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.142000
Kernel 1: 0.022000
Kernel 2: 107.045998
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.006194 0.925926 fi:0.172980. Ave ac:0.008309,0.007523
Initialization: 6.314000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.130000
Kernel 1: 0.021000
Kernel 2: 105.523003
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.005946 0.750000 fi:0.349021. Ave ac:0.008775,0.009365
Iteration 10:MDL fitness activated
Error 0.349021 TL 0.033603
MDL Theory Length Weight: 3.4622340081 (2)
Initialization: 6.087000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.528000
Kernel 1: 0.022000
Kernel 2: 102.845001
Copyback: 0.017000
Sum: 0.038000
It 10,Best ac:0.002974 0.800000 fi:0.555395. Ave ac:0.008307,0.007965
Initialization: 6.443000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.362000
Kernel 1: 0.022000
Kernel 2: 100.406998
Copyback: 0.018000
Sum: 0.035000
It 11,Best ac:0.007433 0.681818 fi:0.502221. Ave ac:0.009973,0.010912
Initialization: 6.027000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.388000
Kernel 1: 0.022000
Kernel 2: 97.200996
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.003717 0.714286 fi:0.485356. Ave ac:0.010211,0.010927
Initialization: 6.487000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.101000
Kernel 1: 0.022000
Kernel 2: 97.165001
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.006691 0.675000 fi:0.514439. Ave ac:0.009359,0.008624
Initialization: 6.350000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.286000
Kernel 1: 0.021000
Kernel 2: 97.065002
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.003965 0.800000 fi:0.395660. Ave ac:0.012337,0.013145
Initialization: 6.051000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.361000
Kernel 1: 0.022000
Kernel 2: 95.767998
Copyback: 0.018000
Sum: 0.051000
It 15,Best ac:0.006939 0.800000 fi:0.384549. Ave ac:0.011663,0.012002
Initialization: 6.088000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.183000
Kernel 1: 0.022000
Kernel 2: 96.375000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003717 0.833333 fi:0.356745. Ave ac:0.009690,0.010279
Initialization: 7.000000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.492000
Kernel 1: 0.023000
Kernel 2: 98.175003
Copyback: 0.020000
Sum: 0.032000
It 17,Best ac:0.003716 0.882353 fi:0.312007. Ave ac:0.009573,0.008906
Initialization: 6.410000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.260000
Kernel 1: 0.021000
Kernel 2: 94.981003
Copyback: 0.024000
Sum: 0.036000
It 18,Best ac:0.003964 1.000000 fi:0.192621. Ave ac:0.010638,0.010494
Initialization: 6.176000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.570000
Kernel 1: 0.022000
Kernel 2: 95.630997
Copyback: 0.020000
Sum: 0.032000
It 19,Best ac:0.004708 0.791667 fi:0.388258. Ave ac:0.009765,0.008684
Initialization: 6.077000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.095000
Kernel 1: 0.021000
Kernel 2: 94.402000
Copyback: 0.017000
Sum: 0.039000
It 20,Best ac:0.004709 0.791667 fi:0.399661. Ave ac:0.007866,0.007444
Initialization: 6.244000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.577000
Kernel 1: 0.022000
Kernel 2: 93.791000
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.006194 0.735294 fi:0.437596. Ave ac:0.007231,0.008243
Initialization: 6.000000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.250000
Kernel 1: 0.023000
Kernel 2: 94.998001
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.007435 0.750000 fi:0.442975. Ave ac:0.009675,0.010064
Initialization: 6.079000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.083000
Kernel 1: 0.023000
Kernel 2: 98.058998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.006690 0.818182 fi:0.387037. Ave ac:0.012465,0.011659
Initialization: 6.062000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.084000
Kernel 1: 0.024000
Kernel 2: 91.950996
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.004460 0.857143 fi:0.334538. Ave ac:0.011797,0.010326
Initialization: 6.008000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.268000
Kernel 1: 0.022000
Kernel 2: 93.024002
Copyback: 0.018000
Sum: 0.035000
It 25,Best ac:0.003469 0.933333 fi:0.325985. Ave ac:0.008020,0.007324
Initialization: 6.461000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.084000
Kernel 1: 0.022000
Kernel 2: 94.469002
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.003717 0.789474 fi:0.413234. Ave ac:0.006663,0.005742
Initialization: 6.529000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.090000
Kernel 1: 0.022000
Kernel 2: 94.261002
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.004461 0.782609 fi:0.383900. Ave ac:0.008782,0.006400
MDL Theory Length Weight: 3.1160106073 (10)
Initialization: 6.551000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.111000
Kernel 1: 0.023000
Kernel 2: 92.496002
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.003965 0.941176 fi:0.250360. Ave ac:0.007746,0.006324
Initialization: 6.039000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.476000
Kernel 1: 0.021000
Kernel 2: 95.790001
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.003717 0.937500 fi:0.248889. Ave ac:0.009428,0.005601
Initialization: 6.149000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.912000
Kernel 1: 0.022000
Kernel 2: 88.507004
Copyback: 0.017000
Sum: 0.038000
It 30,Best ac:0.006442 0.764706 fi:0.405896. Ave ac:0.003905,0.003115
Initialization: 6.506000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.086000
Kernel 1: 0.022000
Kernel 2: 87.397003
Copyback: 0.018000
Sum: 0.038000
It 31,Best ac:0.003469 1.000000 fi:0.262536. Ave ac:0.006593,0.004561
Initialization: 6.073000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.334000
Kernel 1: 0.022000
Kernel 2: 89.665001
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.003965 0.666667 fi:0.506179. Ave ac:0.004959,0.003896
Initialization: 6.965000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.088000
Kernel 1: 0.022000
Kernel 2: 90.779999
Copyback: 0.372000
Sum: 0.038000
It 33,Best ac:0.009418 0.808511 fi:0.365075. Ave ac:0.010140,0.007925
Initialization: 28.326000
Memcpy Instances: 423.647003
Memcpy Classifiers: 0.074000
Kernel 1: 0.023000
Kernel 2: 539.299988
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 536.864990
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 540.932007
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.074000
Kernel 1: 0.017000
Kernel 2: 553.041016
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.073000
Kernel 1: 0.015000
Kernel 2: 554.380005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 533.200989
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.015000
Kernel 2: 541.056030
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 538.109009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 552.237000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 557.208008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 174.389999
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.008455 0.645967 fi:0.528053. Ave ac:0.008136,0.024946
Best acc 0.008455 0.645967
Initialization: 6.871000
Memcpy Classifiers: 0.560000
Memcpy Instances: 8.444000
Kernel 1: 0.024000
Kernel 2: 100.281998
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005061 accuracy2:0.222760
Initialization: 8.236000
Memcpy Classifiers: 0.493000
Memcpy Instances: 8.181000
Kernel 1: 0.023000
Kernel 2: 107.890999
Copyback: 0.020000
Sum: 0.057000
It 0,Best ac:0.003469 0.636364 fi:0.534545. Ave ac:0.009740,0.011798
Initialization: 6.025000
Memcpy Classifiers: 0.749000
Memcpy Instances: 8.550000
Kernel 1: 0.023000
Kernel 2: 104.459000
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.006691 0.519231 fi:0.579453. Ave ac:0.013401,0.014302
Initialization: 6.120000
Memcpy Classifiers: 0.652000
Memcpy Instances: 8.146000
Kernel 1: 0.023000
Kernel 2: 103.843002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.008424 0.539683 fi:0.558225. Ave ac:0.012546,0.013320
Initialization: 6.312000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.082000
Kernel 1: 0.022000
Kernel 2: 100.041000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.013631 0.632184 fi:0.463381. Ave ac:0.011950,0.013475
Initialization: 6.106000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.586000
Kernel 1: 0.022000
Kernel 2: 100.487999
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.005452 0.611111 fi:0.488129. Ave ac:0.011235,0.010974
Initialization: 6.248000
Memcpy Classifiers: 0.456000
Memcpy Instances: 9.195000
Kernel 1: 0.022000
Kernel 2: 99.060997
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.007433 0.697674 fi:0.400679. Ave ac:0.010095,0.010938
Initialization: 6.036000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.129000
Kernel 1: 0.024000
Kernel 2: 97.498001
Copyback: 0.018000
Sum: 0.030000
It 6,Best ac:0.009665 0.619048 fi:0.478299. Ave ac:0.011258,0.012076
Initialization: 6.023000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.297000
Kernel 1: 0.022000
Kernel 2: 99.227997
Copyback: 0.016000
Sum: 0.033000
It 7,Best ac:0.003470 0.777778 fi:0.392223. Ave ac:0.011176,0.013410
Initialization: 6.302000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.086000
Kernel 1: 0.023000
Kernel 2: 99.731003
Copyback: 0.019000
Sum: 0.034000
It 8,Best ac:0.006938 0.636364 fi:0.462212. Ave ac:0.007999,0.009199
Initialization: 6.095000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.132000
Kernel 1: 0.024000
Kernel 2: 99.916000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.004955 0.714286 fi:0.385180. Ave ac:0.008780,0.009407
Iteration 10:MDL fitness activated
Error 0.385180 TL 0.038015
MDL Theory Length Weight: 3.3774795105 (1)
Initialization: 6.489000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.440000
Kernel 1: 0.022000
Kernel 2: 101.533997
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.004708 0.863636 fi:0.331826. Ave ac:0.009515,0.009705
Initialization: 6.294000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.593000
Kernel 1: 0.023000
Kernel 2: 99.240997
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.009911 0.677966 fi:0.524672. Ave ac:0.008963,0.014213
Initialization: 6.044000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.114000
Kernel 1: 0.023000
Kernel 2: 99.383003
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.005700 0.766667 fi:0.424666. Ave ac:0.010832,0.010384
Initialization: 6.471000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.438000
Kernel 1: 0.022000
Kernel 2: 94.375999
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.003717 0.833333 fi:0.411408. Ave ac:0.009172,0.009666
Initialization: 6.135000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.438000
Kernel 1: 0.021000
Kernel 2: 97.575996
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.004709 0.863636 fi:0.330394. Ave ac:0.009807,0.010196
Initialization: 6.543000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.082000
Kernel 1: 0.022000
Kernel 2: 97.127998
Copyback: 0.017000
Sum: 0.037000
It 15,Best ac:0.006442 0.702703 fi:0.487397. Ave ac:0.008536,0.011216
Initialization: 6.264000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.677000
Kernel 1: 0.022000
Kernel 2: 95.116997
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.003717 0.714286 fi:0.473800. Ave ac:0.008907,0.011400
Initialization: 6.066000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.600000
Kernel 1: 0.022000
Kernel 2: 92.421997
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.005452 0.846154 fi:0.345893. Ave ac:0.009510,0.013614
Initialization: 6.048000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.839000
Kernel 1: 0.021000
Kernel 2: 97.148003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.004212 0.772727 fi:0.402699. Ave ac:0.007733,0.008489
Initialization: 6.028000
Memcpy Classifiers: 0.390000
Memcpy Instances: 8.110000
Kernel 1: 0.023000
Kernel 2: 93.042999
Copyback: 0.018000
Sum: 0.034000
It 19,Best ac:0.003717 0.833333 fi:0.336200. Ave ac:0.009138,0.013458
Initialization: 6.048000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.404000
Kernel 1: 0.023000
Kernel 2: 91.680000
Copyback: 0.016000
Sum: 0.033000
It 20,Best ac:0.004213 0.708333 fi:0.463752. Ave ac:0.011269,0.015850
Initialization: 6.373000
Memcpy Classifiers: 0.392000
Memcpy Instances: 8.083000
Kernel 1: 0.022000
Kernel 2: 90.349998
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.003717 0.833333 fi:0.343185. Ave ac:0.013656,0.016113
Initialization: 6.057000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.027000
Kernel 1: 0.022000
Kernel 2: 89.704002
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.003717 0.750000 fi:0.438816. Ave ac:0.010114,0.013755
Initialization: 6.316000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.142000
Kernel 1: 0.022000
Kernel 2: 92.467003
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.003964 0.800000 fi:0.397165. Ave ac:0.009823,0.013294
MDL Theory Length Weight: 3.0397315595 (10)
Initialization: 6.086000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.333000
Kernel 1: 0.022000
Kernel 2: 89.148003
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.003965 0.941176 fi:0.219790. Ave ac:0.007354,0.010437
Initialization: 6.643000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.126000
Kernel 1: 0.023000
Kernel 2: 90.750999
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.003964 0.800000 fi:0.379436. Ave ac:0.011666,0.016353
Initialization: 6.111000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.823000
Kernel 1: 0.022000
Kernel 2: 88.091003
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.003717 0.833333 fi:0.362215. Ave ac:0.008982,0.014678
Initialization: 6.017000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.537000
Kernel 1: 0.022000
Kernel 2: 90.117996
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.008176 0.717391 fi:0.432549. Ave ac:0.008480,0.013869
Initialization: 6.060000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.529000
Kernel 1: 0.023000
Kernel 2: 89.303001
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.006444 0.896552 fi:0.273697. Ave ac:0.009192,0.010119
Initialization: 6.538000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.186000
Kernel 1: 0.022000
Kernel 2: 90.277000
Copyback: 0.018000
Sum: 0.034000
It 29,Best ac:0.003469 0.933333 fi:0.302736. Ave ac:0.007577,0.008498
Initialization: 6.717000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.579000
Kernel 1: 0.022000
Kernel 2: 89.199997
Copyback: 0.018000
Sum: 0.030000
It 30,Best ac:0.005946 0.666667 fi:0.480892. Ave ac:0.005945,0.006667
Initialization: 6.521000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.087000
Kernel 1: 0.023000
Kernel 2: 91.494003
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.004460 0.818182 fi:0.344293. Ave ac:0.007794,0.006759
Initialization: 6.463000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.136000
Kernel 1: 0.022000
Kernel 2: 86.642998
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.003965 0.761905 fi:0.443917. Ave ac:0.009487,0.008521
Initialization: 6.196000
Memcpy Classifiers: 0.344000
Memcpy Instances: 8.099000
Kernel 1: 0.022000
Kernel 2: 86.028999
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.003716 0.714286 fi:0.455834. Ave ac:0.007934,0.008812
MDL Theory Length Weight: 2.7357584035 (20)
Initialization: 27.302000
Memcpy Instances: 407.571014
Memcpy Classifiers: 0.068000
Kernel 1: 0.022000
Kernel 2: 498.162994
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 502.657013
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.069000
Kernel 1: 0.021000
Kernel 2: 484.554993
Copyback: 0.366000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 491.013000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 523.853027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 514.379028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 494.621002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 495.591003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 492.205994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 500.835999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.015000
Kernel 2: 167.776993
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004104 0.614699 fi:0.541656. Ave ac:0.011460,0.036755
Best acc 0.004104 0.614699
Rule:Att PSSM_-4_12 is [<-0.099823]|Att PSSM_-3_2 is [<0.201385]|Att PSSM_-2_12 is [<-1.629239]|Att PSSM_-1_12 is [-5.295476,-0.146287]|Att PSSM_0_2 is [<-1.007641]|Att PSSM_0_7 is [<-2.266048]|Att PSSM_1_4 is [-7.890686,-2.009937]|Att PSSM_4_2 is [<6.174911]|1
Accuracy : 0.774653
0	1	
155171	8909	
43966	26592	
Removed 2641 instances. 199137 Instances left. Acc of rule 0.008455-0.645967
Initialization: 6.538000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.025000
Kernel 1: 0.024000
Kernel 2: 96.234001
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.006033 accuracy2:0.215453
Initialization: 6.713000
Memcpy Classifiers: 0.526000
Memcpy Instances: 8.016000
Kernel 1: 0.022000
Kernel 2: 101.901001
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.002762 0.733333 fi:0.589299. Ave ac:0.012185,0.017767
Initialization: 6.551000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.039000
Kernel 1: 0.023000
Kernel 2: 104.461998
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.011552 0.511111 fi:0.585258. Ave ac:0.013807,0.017379
Initialization: 6.559000
Memcpy Classifiers: 0.525000
Memcpy Instances: 8.285000
Kernel 1: 0.021000
Kernel 2: 101.005997
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.004770 0.558824 fi:0.540672. Ave ac:0.017063,0.022108
Initialization: 6.437000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.038000
Kernel 1: 0.023000
Kernel 2: 99.724998
Copyback: 0.020000
Sum: 0.034000
It 3,Best ac:0.003264 0.650000 fi:0.550385. Ave ac:0.014665,0.017668
Initialization: 6.314000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.642000
Kernel 1: 0.022000
Kernel 2: 95.078003
Copyback: 0.019000
Sum: 0.030000
It 4,Best ac:0.005525 0.647059 fi:0.452087. Ave ac:0.015891,0.017588
Initialization: 6.022000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.457000
Kernel 1: 0.023000
Kernel 2: 90.581001
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.005773 0.696970 fi:0.402063. Ave ac:0.015295,0.016326
Initialization: 6.012000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.737000
Kernel 1: 0.022000
Kernel 2: 90.249001
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.006026 0.631579 fi:0.467335. Ave ac:0.014392,0.015043
Initialization: 6.260000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.003000
Kernel 1: 0.023000
Kernel 2: 87.694000
Copyback: 0.018000
Sum: 0.037000
It 7,Best ac:0.003766 0.750000 fi:0.349956. Ave ac:0.012383,0.014094
Initialization: 6.249000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.008000
Kernel 1: 0.022000
Kernel 2: 87.116997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004017 0.761905 fi:0.337937. Ave ac:0.010402,0.013249
Initialization: 6.808000
Memcpy Classifiers: 0.419000
Memcpy Instances: 7.978000
Kernel 1: 0.023000
Kernel 2: 84.800003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.006529 0.684211 fi:0.414472. Ave ac:0.009947,0.011408
Iteration 10:MDL fitness activated
Error 0.414472 TL 0.029685
MDL Theory Length Weight: 4.6541557461 (2)
Initialization: 6.220000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.962000
Kernel 1: 0.022000
Kernel 2: 84.538002
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.009041 0.734694 fi:0.519532. Ave ac:0.008556,0.010315
Initialization: 6.217000
Memcpy Classifiers: 0.408000
Memcpy Instances: 8.000000
Kernel 1: 0.023000
Kernel 2: 83.889999
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.004520 0.782609 fi:0.426369. Ave ac:0.009129,0.008670
Initialization: 6.365000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.013000
Kernel 1: 0.022000
Kernel 2: 84.408997
Copyback: 0.371000
Sum: 0.034000
It 12,Best ac:0.007534 0.697674 fi:0.492912. Ave ac:0.009869,0.013326
Initialization: 6.416000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.337000
Kernel 1: 0.022000
Kernel 2: 84.885002
Copyback: 0.017000
Sum: 0.038000
It 13,Best ac:0.007281 0.743590 fi:0.457885. Ave ac:0.011322,0.011577
Initialization: 6.254000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.120000
Kernel 1: 0.023000
Kernel 2: 83.664001
Copyback: 0.017000
Sum: 0.038000
It 14,Best ac:0.008536 0.850000 fi:0.353209. Ave ac:0.012949,0.012783
Initialization: 5.995000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.900000
Kernel 1: 0.023000
Kernel 2: 82.821999
Copyback: 0.018000
Sum: 0.034000
It 15,Best ac:0.005525 0.709677 fi:0.493319. Ave ac:0.010987,0.014327
Initialization: 5.991000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.608000
Kernel 1: 0.023000
Kernel 2: 81.921997
Copyback: 0.018000
Sum: 0.036000
It 16,Best ac:0.004018 0.761905 fi:0.457073. Ave ac:0.012253,0.014103
Initialization: 6.748000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.297000
Kernel 1: 0.021000
Kernel 2: 81.346001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.006026 0.727273 fi:0.452109. Ave ac:0.016450,0.022179
Initialization: 5.978000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.307000
Kernel 1: 0.021000
Kernel 2: 79.974998
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.008536 0.693878 fi:0.509057. Ave ac:0.015683,0.017687
Initialization: 6.389000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.986000
Kernel 1: 0.022000
Kernel 2: 80.082001
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.009792 0.722222 fi:0.480134. Ave ac:0.017879,0.026734
Initialization: 6.024000
Memcpy Classifiers: 0.294000
Memcpy Instances: 8.320000
Kernel 1: 0.023000
Kernel 2: 79.082001
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.006278 0.735294 fi:0.454394. Ave ac:0.017711,0.021080
Initialization: 6.050000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.248000
Kernel 1: 0.022000
Kernel 2: 78.681000
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.007534 0.731707 fi:0.477760. Ave ac:0.019179,0.024017
Initialization: 5.946000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.662000
Kernel 1: 0.022000
Kernel 2: 76.876999
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.004018 0.727273 fi:0.441347. Ave ac:0.018115,0.022080
Initialization: 6.647000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.056000
Kernel 1: 0.021000
Kernel 2: 76.468002
Copyback: 0.018000
Sum: 0.022000
It 23,Best ac:0.005021 0.714286 fi:0.460183. Ave ac:0.015329,0.021624
MDL Theory Length Weight: 4.1887401715 (10)
Initialization: 6.222000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.041000
Kernel 1: 0.021000
Kernel 2: 75.084000
Copyback: 0.020000
Sum: 0.022000
It 24,Best ac:0.004268 0.708333 fi:0.417856. Ave ac:0.021789,0.030494
Initialization: 6.076000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.158000
Kernel 1: 0.022000
Kernel 2: 76.499001
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.004771 0.730769 fi:0.444559. Ave ac:0.018400,0.032105
Initialization: 6.660000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.960000
Kernel 1: 0.022000
Kernel 2: 74.813004
Copyback: 0.023000
Sum: 0.026000
It 26,Best ac:0.005523 0.709677 fi:0.450080. Ave ac:0.013891,0.023900
Initialization: 6.118000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.987000
Kernel 1: 0.022000
Kernel 2: 76.056000
Copyback: 0.018000
Sum: 0.024000
It 27,Best ac:0.005775 0.741935 fi:0.416074. Ave ac:0.016227,0.024496
Initialization: 6.077000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.958000
Kernel 1: 0.024000
Kernel 2: 76.757004
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.006528 0.764706 fi:0.413135. Ave ac:0.018025,0.026233
Initialization: 5.942000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.843000
Kernel 1: 0.022000
Kernel 2: 73.953003
Copyback: 0.018000
Sum: 0.023000
It 29,Best ac:0.005271 0.777778 fi:0.367675. Ave ac:0.016554,0.028560
Initialization: 6.015000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.309000
Kernel 1: 0.021000
Kernel 2: 75.499001
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.004770 0.730769 fi:0.419283. Ave ac:0.017473,0.026862
Initialization: 6.262000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.008000
Kernel 1: 0.023000
Kernel 2: 72.946999
Copyback: 0.018000
Sum: 0.024000
It 31,Best ac:0.003767 0.833333 fi:0.332782. Ave ac:0.015137,0.020745
Initialization: 6.051000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.472000
Kernel 1: 0.022000
Kernel 2: 74.442001
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.010545 0.763636 fi:0.394424. Ave ac:0.013829,0.020024
Initialization: 6.002000
Memcpy Classifiers: 0.263000
Memcpy Instances: 9.167000
Kernel 1: 0.022000
Kernel 2: 73.053001
Copyback: 0.018000
Sum: 0.026000
It 33,Best ac:0.006781 0.794118 fi:0.380285. Ave ac:0.015950,0.019642
Initialization: 27.653999
Memcpy Instances: 403.498993
Memcpy Classifiers: 0.063000
Kernel 1: 0.021000
Kernel 2: 474.389008
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 475.863007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 462.579010
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 454.799988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 480.729004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 455.785004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 458.208008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 455.028992
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 460.273987
Copyback: 0.995000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 452.558014
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004680 0.629730 fi:0.545641. Ave ac:0.012887,0.041937
Best acc 0.004680 0.629730
Initialization: 6.445000
Memcpy Classifiers: 0.536000
Memcpy Instances: 8.026000
Kernel 1: 0.023000
Kernel 2: 97.260002
Copyback: 0.018000
Sum: 0.053000
Initial population average accuracy1:0.005521 accuracy2:0.204147
Initialization: 6.280000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.000000
Kernel 1: 0.022000
Kernel 2: 104.717003
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.005274 0.636364 fi:0.462898. Ave ac:0.010757,0.013349
Initialization: 6.154000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.051000
Kernel 1: 0.023000
Kernel 2: 103.735001
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.006275 0.500000 fi:0.598802. Ave ac:0.012683,0.014574
Initialization: 6.726000
Memcpy Classifiers: 0.515000
Memcpy Instances: 7.974000
Kernel 1: 0.022000
Kernel 2: 107.319000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.004018 0.640000 fi:0.459840. Ave ac:0.013190,0.015325
Initialization: 6.226000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.195000
Kernel 1: 0.022000
Kernel 2: 106.042999
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.008036 0.507937 fi:0.590052. Ave ac:0.012078,0.013766
Initialization: 6.059000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.606000
Kernel 1: 0.022000
Kernel 2: 100.986000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003265 0.764706 fi:0.434769. Ave ac:0.012363,0.012532
Initialization: 6.145000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.254000
Kernel 1: 0.021000
Kernel 2: 98.431000
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.004771 0.678571 fi:0.420921. Ave ac:0.012611,0.012698
Initialization: 6.246000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.470000
Kernel 1: 0.023000
Kernel 2: 91.345001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.003767 0.714286 fi:0.385670. Ave ac:0.011500,0.013305
Initialization: 6.434000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.379000
Kernel 1: 0.021000
Kernel 2: 85.852997
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.004769 0.760000 fi:0.339495. Ave ac:0.011289,0.012890
Initialization: 6.397000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.062000
Kernel 1: 0.022000
Kernel 2: 86.420998
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.007281 0.690476 fi:0.407860. Ave ac:0.012895,0.012658
Initialization: 6.226000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.966000
Kernel 1: 0.023000
Kernel 2: 85.123001
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.005523 0.758621 fi:0.340525. Ave ac:0.011668,0.015544
Iteration 10:MDL fitness activated
Error 0.340525 TL 0.017345
MDL Theory Length Weight: 6.5443371257 (3)
Initialization: 6.360000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.304000
Kernel 1: 0.023000
Kernel 2: 82.443001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.004016 0.842105 fi:0.496284. Ave ac:0.009744,0.009229
Initialization: 6.427000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.972000
Kernel 1: 0.022000
Kernel 2: 81.961998
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.003766 0.714286 fi:0.536754. Ave ac:0.010375,0.011285
Initialization: 6.170000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.337000
Kernel 1: 0.023000
Kernel 2: 81.011002
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.010294 0.694915 fi:0.507160. Ave ac:0.011980,0.012815
Initialization: 6.989000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.977000
Kernel 1: 0.023000
Kernel 2: 77.478996
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.012804 0.698630 fi:0.535804. Ave ac:0.012032,0.018636
Initialization: 6.035000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.384000
Kernel 1: 0.022000
Kernel 2: 74.070999
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.011044 0.771930 fi:0.403378. Ave ac:0.012821,0.019241
Initialization: 6.035000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.977000
Kernel 1: 0.023000
Kernel 2: 74.878998
Copyback: 0.018000
Sum: 0.032000
It 15,Best ac:0.003767 0.789474 fi:0.433625. Ave ac:0.011687,0.016625
Initialization: 6.077000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.116000
Kernel 1: 0.022000
Kernel 2: 74.529999
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.004018 0.842105 fi:0.400966. Ave ac:0.010792,0.019979
Initialization: 6.699000
Memcpy Classifiers: 0.286000
Memcpy Instances: 7.969000
Kernel 1: 0.023000
Kernel 2: 74.521004
Copyback: 0.018000
Sum: 0.022000
It 17,Best ac:0.006027 0.615385 fi:0.556709. Ave ac:0.010687,0.019401
Initialization: 5.997000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.987000
Kernel 1: 0.023000
Kernel 2: 75.802002
Copyback: 0.018000
Sum: 0.022000
It 18,Best ac:0.003515 0.875000 fi:0.370097. Ave ac:0.013489,0.025750
Initialization: 6.236000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.628000
Kernel 1: 0.022000
Kernel 2: 76.245003
Copyback: 0.018000
Sum: 0.022000
It 19,Best ac:0.003515 0.777778 fi:0.431589. Ave ac:0.012453,0.022298
Initialization: 5.932000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.072000
Kernel 1: 0.023000
Kernel 2: 76.679001
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.006779 0.692308 fi:0.478714. Ave ac:0.015161,0.030348
Initialization: 6.086000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.964000
Kernel 1: 0.022000
Kernel 2: 74.628998
Copyback: 0.018000
Sum: 0.022000
It 21,Best ac:0.004269 0.772727 fi:0.392682. Ave ac:0.019425,0.032517
Initialization: 6.013000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.029000
Kernel 1: 0.023000
Kernel 2: 73.708000
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.003765 0.714286 fi:0.503998. Ave ac:0.017470,0.031700
Initialization: 5.973000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.054000
Kernel 1: 0.023000
Kernel 2: 73.989998
Copyback: 0.018000
Sum: 0.020000
It 23,Best ac:0.003516 0.875000 fi:0.346790. Ave ac:0.019580,0.035677
Initialization: 6.062000
Memcpy Classifiers: 0.254000
Memcpy Instances: 8.198000
Kernel 1: 0.023000
Kernel 2: 76.250000
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.006277 0.757576 fi:0.405638. Ave ac:0.016247,0.031447
Initialization: 5.974000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.860000
Kernel 1: 0.022000
Kernel 2: 72.759003
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.003767 0.789474 fi:0.386039. Ave ac:0.015013,0.029727
Initialization: 6.047000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.996000
Kernel 1: 0.023000
Kernel 2: 72.706001
Copyback: 0.018000
Sum: 0.023000
It 26,Best ac:0.005272 0.750000 fi:0.455380. Ave ac:0.015671,0.030111
Initialization: 6.376000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.074000
Kernel 1: 0.021000
Kernel 2: 69.792999
Copyback: 0.018000
Sum: 0.022000
It 27,Best ac:0.005023 0.714286 fi:0.460088. Ave ac:0.012309,0.029635
Initialization: 6.389000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.007000
Kernel 1: 0.022000
Kernel 2: 72.247002
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.004519 0.720000 fi:0.463977. Ave ac:0.020254,0.034071
Initialization: 6.474000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.627000
Kernel 1: 0.022000
Kernel 2: 73.594002
Copyback: 0.017000
Sum: 0.020000
It 29,Best ac:0.005021 0.714286 fi:0.449507. Ave ac:0.016071,0.029498
Initialization: 6.495000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.073000
Kernel 1: 0.022000
Kernel 2: 73.907997
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.003767 0.714286 fi:0.450085. Ave ac:0.018504,0.040889
Initialization: 6.095000
Memcpy Classifiers: 0.229000
Memcpy Instances: 8.344000
Kernel 1: 0.021000
Kernel 2: 73.102997
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.004771 0.703704 fi:0.488811. Ave ac:0.025891,0.045136
Initialization: 5.953000
Memcpy Classifiers: 0.215000
Memcpy Instances: 8.403000
Kernel 1: 0.022000
Kernel 2: 77.273003
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003515 0.823529 fi:0.437510. Ave ac:0.029671,0.049812
MDL Theory Length Weight: 5.8899034131 (10)
Initialization: 6.733000
Memcpy Classifiers: 0.286000
Memcpy Instances: 8.013000
Kernel 1: 0.023000
Kernel 2: 72.294998
Copyback: 0.017000
Sum: 0.020000
It 33,Best ac:0.003766 0.789474 fi:0.525174. Ave ac:0.022672,0.042872
Initialization: 27.531000
Memcpy Instances: 396.820007
Memcpy Classifiers: 0.069000
Kernel 1: 0.022000
Kernel 2: 446.812988
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 439.863007
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 438.109009
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 439.757996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 441.303009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 434.164001
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 433.135986
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 440.843994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 444.100006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 433.958008
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004193 0.538015 fi:0.619718. Ave ac:0.024841,0.081784
Best acc 0.004193 0.538015
Rule:Att PSSM_-2_9 is [-6.949121,2.949121]|Att PSSM_-1_11 is [-3.070549,6.556186]|Att PSSM_0_12 is [-6.679945,-3.573768]|Att PSSM_1_10 is [-3.799975,6.978326]|Att PSSM_3_15 is [-6.464186,-1.535814]|Att PSSM_4_6 is [<-2.680187]|1
Accuracy : 0.776289
0	1	
154623	9457	
43034	27524	
Removed 1480 instances. 197657 Instances left. Acc of rule 0.004680-0.629730
Initialization: 6.286000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.982000
Kernel 1: 0.024000
Kernel 2: 98.357002
Copyback: 0.017000
Sum: 0.052000
Initial population average accuracy1:0.005865 accuracy2:0.214275
Initialization: 7.123000
Memcpy Classifiers: 0.462000
Memcpy Instances: 8.234000
Kernel 1: 0.023000
Kernel 2: 104.903999
Copyback: 0.018000
Sum: 0.037000
It 0,Best ac:0.005059 0.512821 fi:0.586508. Ave ac:0.010408,0.012759
Initialization: 5.949000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.916000
Kernel 1: 0.023000
Kernel 2: 105.047997
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.006829 0.529412 fi:0.569090. Ave ac:0.011927,0.011982
Initialization: 7.576000
Memcpy Classifiers: 0.527000
Memcpy Instances: 8.010000
Kernel 1: 0.023000
Kernel 2: 100.924004
Copyback: 0.018000
Sum: 0.032000
It 2,Best ac:0.004808 0.575758 fi:0.523687. Ave ac:0.011769,0.014865
Initialization: 6.212000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.118000
Kernel 1: 0.023000
Kernel 2: 104.598000
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.003035 0.800000 fi:0.445605. Ave ac:0.010847,0.011455
Initialization: 6.219000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.953000
Kernel 1: 0.022000
Kernel 2: 105.246002
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.003795 0.652174 fi:0.447745. Ave ac:0.011019,0.014395
Initialization: 6.357000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.010000
Kernel 1: 0.022000
Kernel 2: 100.299004
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.003542 0.736842 fi:0.383031. Ave ac:0.011388,0.014264
Initialization: 5.963000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.280000
Kernel 1: 0.022000
Kernel 2: 97.499001
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.004299 0.739130 fi:0.360553. Ave ac:0.011779,0.014057
Initialization: 6.422000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.253000
Kernel 1: 0.022000
Kernel 2: 96.778999
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004048 0.800000 fi:0.299799. Ave ac:0.012144,0.012698
Initialization: 5.941000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.301000
Kernel 1: 0.022000
Kernel 2: 92.156998
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.003541 0.700000 fi:0.419873. Ave ac:0.009614,0.012350
Initialization: 6.544000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.905000
Kernel 1: 0.022000
Kernel 2: 91.141998
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.003795 0.750000 fi:0.349919. Ave ac:0.010319,0.013897
Iteration 10:MDL fitness activated
Error 0.349919 TL 0.019140
MDL Theory Length Weight: 6.0940185892 (3)
Initialization: 5.968000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.266000
Kernel 1: 0.021000
Kernel 2: 92.861000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.008095 0.744186 fi:0.460636. Ave ac:0.011019,0.014278
Initialization: 6.050000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.163000
Kernel 1: 0.022000
Kernel 2: 89.084000
Copyback: 0.022000
Sum: 0.040000
It 11,Best ac:0.005817 0.657143 fi:0.543200. Ave ac:0.011323,0.013007
Initialization: 6.247000
Memcpy Classifiers: 0.409000
Memcpy Instances: 8.381000
Kernel 1: 0.023000
Kernel 2: 86.847000
Copyback: 0.371000
Sum: 0.031000
It 12,Best ac:0.003542 0.823529 fi:0.431806. Ave ac:0.012395,0.016819
Initialization: 6.294000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.944000
Kernel 1: 0.023000
Kernel 2: 85.009003
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.003794 0.750000 fi:0.460489. Ave ac:0.013718,0.021741
Initialization: 6.022000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.197000
Kernel 1: 0.022000
Kernel 2: 84.287003
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.005059 0.800000 fi:0.419689. Ave ac:0.015501,0.024378
Initialization: 6.194000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.904000
Kernel 1: 0.023000
Kernel 2: 80.067001
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.004049 0.888889 fi:0.364012. Ave ac:0.017087,0.028264
Initialization: 6.213000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.959000
Kernel 1: 0.022000
Kernel 2: 78.625999
Copyback: 0.017000
Sum: 0.024000
It 16,Best ac:0.006579 0.666667 fi:0.553925. Ave ac:0.012624,0.021508
Initialization: 6.455000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.180000
Kernel 1: 0.021000
Kernel 2: 76.636002
Copyback: 0.017000
Sum: 0.023000
It 17,Best ac:0.003036 0.800000 fi:0.521203. Ave ac:0.019414,0.028234
Initialization: 6.067000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.927000
Kernel 1: 0.020000
Kernel 2: 76.344002
Copyback: 0.018000
Sum: 0.021000
It 18,Best ac:0.004806 0.791667 fi:0.417694. Ave ac:0.014808,0.021008
Initialization: 5.976000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.900000
Kernel 1: 0.023000
Kernel 2: 74.106003
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.003543 0.875000 fi:0.352100. Ave ac:0.017281,0.026339
Initialization: 6.117000
Memcpy Classifiers: 0.249000
Memcpy Instances: 8.085000
Kernel 1: 0.022000
Kernel 2: 74.471001
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.003542 0.823529 fi:0.372096. Ave ac:0.019307,0.029327
Initialization: 5.946000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.111000
Kernel 1: 0.022000
Kernel 2: 73.684998
Copyback: 0.018000
Sum: 0.019000
It 21,Best ac:0.003542 0.777778 fi:0.414173. Ave ac:0.016369,0.025196
Initialization: 5.960000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.003000
Kernel 1: 0.022000
Kernel 2: 73.289001
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.004048 0.640000 fi:0.490732. Ave ac:0.014637,0.021451
Initialization: 6.402000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.967000
Kernel 1: 0.023000
Kernel 2: 73.228996
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.005311 0.750000 fi:0.454873. Ave ac:0.016392,0.023812
Initialization: 6.359000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.957000
Kernel 1: 0.024000
Kernel 2: 74.445000
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.003542 0.777778 fi:0.405683. Ave ac:0.014649,0.025019
Initialization: 6.423000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.932000
Kernel 1: 0.023000
Kernel 2: 72.556000
Copyback: 0.017000
Sum: 0.020000
It 25,Best ac:0.004554 0.782609 fi:0.438458. Ave ac:0.014505,0.027321
Initialization: 6.009000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.288000
Kernel 1: 0.022000
Kernel 2: 73.031998
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.004047 0.888889 fi:0.316664. Ave ac:0.015484,0.029020
Initialization: 6.018000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.161000
Kernel 1: 0.022000
Kernel 2: 76.786003
Copyback: 0.025000
Sum: 0.027000
It 27,Best ac:0.004049 0.842105 fi:0.367374. Ave ac:0.012968,0.027836
Initialization: 6.275000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.947000
Kernel 1: 0.022000
Kernel 2: 74.597000
Copyback: 0.017000
Sum: 0.020000
It 28,Best ac:0.004554 0.818182 fi:0.346641. Ave ac:0.009490,0.020236
Initialization: 6.165000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.379000
Kernel 1: 0.023000
Kernel 2: 72.546997
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.009109 0.750000 fi:0.426688. Ave ac:0.011909,0.022297
Initialization: 6.770000
Memcpy Classifiers: 0.267000
Memcpy Instances: 8.269000
Kernel 1: 0.022000
Kernel 2: 71.138000
Copyback: 0.018000
Sum: 0.022000
It 30,Best ac:0.004552 0.782609 fi:0.379038. Ave ac:0.010634,0.020494
Initialization: 6.896000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.839000
Kernel 1: 0.022000
Kernel 2: 71.389000
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.004554 0.857143 fi:0.334832. Ave ac:0.010765,0.020402
Initialization: 6.197000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.908000
Kernel 1: 0.022000
Kernel 2: 70.966003
Copyback: 0.018000
Sum: 0.022000
It 32,Best ac:0.003795 0.714286 fi:0.442022. Ave ac:0.008797,0.015704
Initialization: 6.352000
Memcpy Classifiers: 0.270000
Memcpy Instances: 7.973000
Kernel 1: 0.022000
Kernel 2: 68.690002
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.004299 0.772727 fi:0.452361. Ave ac:0.009519,0.020620
Initialization: 27.903999
Memcpy Instances: 397.252014
Memcpy Classifiers: 0.061000
Kernel 1: 0.022000
Kernel 2: 455.977997
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 445.666992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 436.148987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 455.898010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 455.583008
Copyback: 0.023000
Sum: 0.007000
Memcpy Classifiers: 0.055000
Kernel 1: 0.021000
Kernel 2: 444.860992
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.058000
Kernel 1: 0.020000
Kernel 2: 452.020996
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 466.593994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 464.878998
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 395.127014
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.003886 0.603774 fi:0.559690. Ave ac:0.010252,0.036575
Best acc 0.003886 0.603774
Initialization: 5.996000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.757000
Kernel 1: 0.023000
Kernel 2: 96.320999
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005830 accuracy2:0.226960
Initialization: 6.128000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.931000
Kernel 1: 0.023000
Kernel 2: 99.766998
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.003543 0.466667 fi:0.652183. Ave ac:0.011301,0.017350
Initialization: 6.191000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.936000
Kernel 1: 0.023000
Kernel 2: 102.912003
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.004806 0.593750 fi:0.505697. Ave ac:0.012055,0.015605
Initialization: 5.943000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.912000
Kernel 1: 0.023000
Kernel 2: 102.602997
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.003541 0.538462 fi:0.581412. Ave ac:0.011293,0.012970
Initialization: 5.978000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.256000
Kernel 1: 0.021000
Kernel 2: 100.109001
Copyback: 0.020000
Sum: 0.034000
It 3,Best ac:0.005565 0.536585 fi:0.562507. Ave ac:0.012045,0.012971
Initialization: 6.056000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.414000
Kernel 1: 0.022000
Kernel 2: 99.199997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004301 0.586207 fi:0.513476. Ave ac:0.012446,0.013171
Initialization: 6.068000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.332000
Kernel 1: 0.022000
Kernel 2: 99.125999
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004554 0.620690 fi:0.478875. Ave ac:0.011700,0.011680
Initialization: 6.123000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.235000
Kernel 1: 0.022000
Kernel 2: 102.139000
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.006071 0.615385 fi:0.483468. Ave ac:0.009295,0.010294
Initialization: 6.000000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.929000
Kernel 1: 0.022000
Kernel 2: 100.213997
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.003794 0.625000 fi:0.474919. Ave ac:0.009149,0.009270
Initialization: 6.026000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.914000
Kernel 1: 0.023000
Kernel 2: 98.290001
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.007334 0.763158 fi:0.335108. Ave ac:0.010307,0.010320
Initialization: 5.984000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.563000
Kernel 1: 0.022000
Kernel 2: 99.531998
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.004047 0.615385 fi:0.484417. Ave ac:0.009060,0.008259
Iteration 10:MDL fitness activated
Error 0.484417 TL 0.027052
MDL Theory Length Weight: 5.9689915178 (2)
Initialization: 6.252000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.937000
Kernel 1: 0.022000
Kernel 2: 99.500000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.004805 0.760000 fi:0.560307. Ave ac:0.009867,0.009888
Initialization: 6.036000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.121000
Kernel 1: 0.023000
Kernel 2: 94.421997
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.002783 0.916667 fi:0.551955. Ave ac:0.010714,0.009450
Initialization: 6.495000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.229000
Kernel 1: 0.023000
Kernel 2: 88.322998
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.010881 0.632353 fi:0.595730. Ave ac:0.011294,0.012485
Initialization: 6.115000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.951000
Kernel 1: 0.022000
Kernel 2: 87.556999
Copyback: 0.018000
Sum: 0.038000
It 13,Best ac:0.004048 0.800000 fi:0.450891. Ave ac:0.012510,0.012816
Initialization: 6.091000
Memcpy Classifiers: 0.317000
Memcpy Instances: 7.928000
Kernel 1: 0.023000
Kernel 2: 86.129997
Copyback: 0.018000
Sum: 0.035000
It 14,Best ac:0.004806 0.678571 fi:0.573352. Ave ac:0.010793,0.011815
Initialization: 6.068000
Memcpy Classifiers: 0.306000
Memcpy Instances: 8.278000
Kernel 1: 0.022000
Kernel 2: 85.234001
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.005817 0.638889 fi:0.589958. Ave ac:0.012428,0.015460
Initialization: 6.300000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.938000
Kernel 1: 0.022000
Kernel 2: 82.919998
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004048 0.888889 fi:0.343246. Ave ac:0.013950,0.017638
Initialization: 6.066000
Memcpy Classifiers: 0.344000
Memcpy Instances: 7.998000
Kernel 1: 0.023000
Kernel 2: 82.843002
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.007081 0.736842 fi:0.498459. Ave ac:0.013855,0.016014
Initialization: 6.524000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.913000
Kernel 1: 0.023000
Kernel 2: 81.665001
Copyback: 0.018000
Sum: 0.037000
It 18,Best ac:0.006070 0.727273 fi:0.517144. Ave ac:0.009446,0.012149
Initialization: 6.627000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.273000
Kernel 1: 0.023000
Kernel 2: 82.609001
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.006071 0.774194 fi:0.440392. Ave ac:0.009764,0.011470
Initialization: 5.923000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.218000
Kernel 1: 0.021000
Kernel 2: 81.042999
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.003542 0.666667 fi:0.547094. Ave ac:0.009580,0.010740
Initialization: 6.425000
Memcpy Classifiers: 0.304000
Memcpy Instances: 10.328000
Kernel 1: 0.021000
Kernel 2: 80.427002
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.006830 0.692308 fi:0.487543. Ave ac:0.011222,0.011426
Initialization: 5.946000
Memcpy Classifiers: 0.275000
Memcpy Instances: 8.181000
Kernel 1: 0.022000
Kernel 2: 78.891998
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.003796 0.652174 fi:0.542567. Ave ac:0.010353,0.012833
Initialization: 6.040000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.283000
Kernel 1: 0.022000
Kernel 2: 78.551003
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.008095 0.780488 fi:0.472540. Ave ac:0.013409,0.015193
Initialization: 6.011000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.776000
Kernel 1: 0.022000
Kernel 2: 76.581001
Copyback: 0.016000
Sum: 0.027000
It 24,Best ac:0.005058 0.666667 fi:0.527486. Ave ac:0.013161,0.013906
Initialization: 6.302000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.928000
Kernel 1: 0.023000
Kernel 2: 76.421997
Copyback: 0.017000
Sum: 0.027000
It 25,Best ac:0.005059 0.833333 fi:0.381117. Ave ac:0.011859,0.013828
MDL Theory Length Weight: 5.3720923661 (10)
Initialization: 6.005000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.588000
Kernel 1: 0.023000
Kernel 2: 74.343002
Copyback: 0.020000
Sum: 0.023000
It 26,Best ac:0.004301 0.708333 fi:0.457252. Ave ac:0.017231,0.019893
Initialization: 5.987000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.079000
Kernel 1: 0.023000
Kernel 2: 71.464996
Copyback: 0.018000
Sum: 0.028000
It 27,Best ac:0.004047 0.727273 fi:0.528522. Ave ac:0.015296,0.018081
Initialization: 6.158000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.343000
Kernel 1: 0.021000
Kernel 2: 72.696999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.005059 0.714286 fi:0.476737. Ave ac:0.017380,0.022731
Initialization: 5.946000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.919000
Kernel 1: 0.023000
Kernel 2: 73.956001
Copyback: 0.020000
Sum: 0.025000
It 29,Best ac:0.006326 0.806452 fi:0.440062. Ave ac:0.016716,0.021797
Initialization: 5.955000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.988000
Kernel 1: 0.022000
Kernel 2: 73.693001
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.011128 0.709677 fi:0.478574. Ave ac:0.016459,0.020055
Initialization: 6.039000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.919000
Kernel 1: 0.023000
Kernel 2: 72.248001
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.004302 0.894737 fi:0.328540. Ave ac:0.015209,0.018798
Initialization: 5.953000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.187000
Kernel 1: 0.022000
Kernel 2: 73.981003
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.005059 0.740741 fi:0.443930. Ave ac:0.014041,0.016294
Initialization: 6.073000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.070000
Kernel 1: 0.023000
Kernel 2: 70.501999
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.005061 0.689655 fi:0.495958. Ave ac:0.011698,0.014609
Initialization: 28.900999
Memcpy Instances: 393.859009
Memcpy Classifiers: 0.063000
Kernel 1: 0.022000
Kernel 2: 449.610992
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 463.691010
Copyback: 0.366000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 449.046997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.015000
Kernel 2: 456.290985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 457.692993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 451.996002
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.067000
Kernel 1: 0.019000
Kernel 2: 459.213989
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.016000
Kernel 2: 477.593994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 479.770996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 408.941986
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005029 0.620474 fi:0.626646. Ave ac:0.016028,0.051588
Best acc 0.005029 0.620474
Rule:Att PSSM_-1_4 is [<-1.882097]|Att PSSM_-1_5 is [-3.597619,9.541943]|Att PSSM_0_3 is [<1.763693]|Att PSSM_0_4 is [-7.423728,-2.330473]|Att PSSM_0_12 is [-6.100656,-0.067602]|Att PSSM_0_15 is [<1.073844]|Att PSSM_1_7 is [<-1.112369]|Att PSSM_2_12 is [-4.456860,-2.932443]|Att PSSM_4_4 is [-5.660058,5.660058]|1
Accuracy : 0.777935
0	1	
154015	10065	
42040	28518	
Removed 1602 instances. 196055 Instances left. Acc of rule 0.005029-0.620474
Initialization: 5.982000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.933000
Kernel 1: 0.025000
Kernel 2: 98.367996
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005203 accuracy2:0.219427
Initialization: 6.546000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.883000
Kernel 1: 0.022000
Kernel 2: 103.141998
Copyback: 0.018000
Sum: 0.043000
It 0,Best ac:0.004336 0.566667 fi:0.532969. Ave ac:0.008925,0.011145
Initialization: 5.980000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.448000
Kernel 1: 0.023000
Kernel 2: 103.681999
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.005101 0.571429 fi:0.527844. Ave ac:0.012795,0.014498
Initialization: 5.929000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.860000
Kernel 1: 0.024000
Kernel 2: 103.380997
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003826 0.535714 fi:0.564161. Ave ac:0.012977,0.013942
Initialization: 6.300000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.846000
Kernel 1: 0.022000
Kernel 2: 101.739998
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.003315 0.650000 fi:0.513304. Ave ac:0.012014,0.013283
Initialization: 6.212000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.858000
Kernel 1: 0.021000
Kernel 2: 102.622002
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004336 0.607143 fi:0.492492. Ave ac:0.012275,0.013221
Initialization: 5.857000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.012000
Kernel 1: 0.022000
Kernel 2: 100.542000
Copyback: 0.018000
Sum: 0.036000
It 5,Best ac:0.003315 0.722222 fi:0.441082. Ave ac:0.011450,0.013820
Initialization: 5.961000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.040000
Kernel 1: 0.022000
Kernel 2: 102.087997
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.003826 0.750000 fi:0.349877. Ave ac:0.010919,0.010970
Initialization: 5.880000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.094000
Kernel 1: 0.022000
Kernel 2: 100.736000
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.003826 0.750000 fi:0.349877. Ave ac:0.010150,0.010417
Initialization: 5.874000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.993000
Kernel 1: 0.023000
Kernel 2: 97.728996
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.006633 0.650000 fi:0.448543. Ave ac:0.009170,0.010658
Initialization: 5.955000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.917000
Kernel 1: 0.023000
Kernel 2: 100.403000
Copyback: 0.021000
Sum: 0.033000
It 9,Best ac:0.003315 0.928571 fi:0.234732. Ave ac:0.009482,0.009275
Iteration 10:MDL fitness activated
Error 0.234732 TL 0.041387
MDL Theory Length Weight: 1.8905545539 (1)
Initialization: 6.575000
Memcpy Classifiers: 0.498000
Memcpy Instances: 8.069000
Kernel 1: 0.022000
Kernel 2: 97.697998
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.003826 0.750000 fi:0.408583. Ave ac:0.011725,0.015312
Initialization: 6.211000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.848000
Kernel 1: 0.022000
Kernel 2: 91.388000
Copyback: 0.018000
Sum: 0.033000
It 11,Best ac:0.007394 0.644444 fi:0.492228. Ave ac:0.008883,0.010446
Initialization: 6.386000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.062000
Kernel 1: 0.022000
Kernel 2: 93.689003
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003570 0.875000 fi:0.273541. Ave ac:0.010871,0.012156
Initialization: 6.041000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.853000
Kernel 1: 0.023000
Kernel 2: 91.542000
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.003825 0.937500 fi:0.213690. Ave ac:0.008664,0.010792
Initialization: 6.399000
Memcpy Classifiers: 0.623000
Memcpy Instances: 8.100000
Kernel 1: 0.021000
Kernel 2: 89.728996
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.003826 0.882353 fi:0.261036. Ave ac:0.008243,0.011029
Initialization: 5.897000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.254000
Kernel 1: 0.021000
Kernel 2: 91.730003
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.004846 0.791667 fi:0.360287. Ave ac:0.008975,0.010554
Initialization: 6.445000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.835000
Kernel 1: 0.022000
Kernel 2: 87.435997
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.006374 0.714286 fi:0.429592. Ave ac:0.008413,0.009477
Initialization: 5.919000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.042000
Kernel 1: 0.024000
Kernel 2: 88.328003
Copyback: 0.018000
Sum: 0.031000
It 17,Best ac:0.004844 0.703704 fi:0.429265. Ave ac:0.009511,0.011973
Initialization: 6.355000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.914000
Kernel 1: 0.022000
Kernel 2: 88.530998
Copyback: 0.018000
Sum: 0.032000
It 18,Best ac:0.005611 0.709677 fi:0.440645. Ave ac:0.008966,0.012036
Initialization: 5.881000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.088000
Kernel 1: 0.022000
Kernel 2: 86.147003
Copyback: 0.017000
Sum: 0.037000
It 19,Best ac:0.003826 0.789474 fi:0.344984. Ave ac:0.008503,0.011269
Initialization: 5.968000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.826000
Kernel 1: 0.023000
Kernel 2: 87.211998
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.004081 0.800000 fi:0.352314. Ave ac:0.008847,0.008371
Initialization: 5.927000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.833000
Kernel 1: 0.023000
Kernel 2: 86.213997
Copyback: 0.018000
Sum: 0.031000
It 21,Best ac:0.006629 0.722222 fi:0.412196. Ave ac:0.008366,0.014427
Initialization: 5.977000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.882000
Kernel 1: 0.022000
Kernel 2: 86.152000
Copyback: 0.018000
Sum: 0.034000
It 22,Best ac:0.004081 0.761905 fi:0.377134. Ave ac:0.008689,0.009952
MDL Theory Length Weight: 1.7014990985 (10)
Initialization: 5.894000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.859000
Kernel 1: 0.022000
Kernel 2: 83.642998
Copyback: 0.018000
Sum: 0.032000
It 23,Best ac:0.006633 0.666667 fi:0.466516. Ave ac:0.007889,0.010257
Initialization: 6.322000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.064000
Kernel 1: 0.023000
Kernel 2: 82.031998
Copyback: 0.016000
Sum: 0.033000
It 24,Best ac:0.005609 0.666667 fi:0.469566. Ave ac:0.008529,0.013320
Initialization: 5.874000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.107000
Kernel 1: 0.024000
Kernel 2: 82.221001
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.003571 0.777778 fi:0.360983. Ave ac:0.009121,0.011341
Initialization: 6.005000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.849000
Kernel 1: 0.023000
Kernel 2: 79.268997
Copyback: 0.017000
Sum: 0.038000
It 26,Best ac:0.004081 0.842105 fi:0.309106. Ave ac:0.009685,0.009865
Initialization: 6.206000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.875000
Kernel 1: 0.023000
Kernel 2: 80.023003
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.003571 0.875000 fi:0.264028. Ave ac:0.007321,0.008089
Initialization: 6.402000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.839000
Kernel 1: 0.022000
Kernel 2: 75.163002
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.003827 0.714286 fi:0.419258. Ave ac:0.006647,0.006300
Initialization: 5.951000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.284000
Kernel 1: 0.022000
Kernel 2: 78.009003
Copyback: 0.016000
Sum: 0.032000
It 29,Best ac:0.004336 0.850000 fi:0.291573. Ave ac:0.006989,0.007890
Initialization: 6.153000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.834000
Kernel 1: 0.023000
Kernel 2: 76.079002
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.005354 0.840000 fi:0.296120. Ave ac:0.006064,0.006781
Initialization: 6.362000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.911000
Kernel 1: 0.022000
Kernel 2: 75.290001
Copyback: 0.018000
Sum: 0.028000
It 31,Best ac:0.003060 0.857143 fi:0.405354. Ave ac:0.005456,0.005223
Initialization: 6.371000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.952000
Kernel 1: 0.023000
Kernel 2: 79.290001
Copyback: 0.021000
Sum: 0.029000
It 32,Best ac:0.004846 0.826087 fi:0.312197. Ave ac:0.007042,0.006516
Initialization: 6.372000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.841000
Kernel 1: 0.029000
Kernel 2: 77.653000
Copyback: 0.018000
Sum: 0.032000
It 33,Best ac:0.004335 0.772727 fi:0.370343. Ave ac:0.005803,0.005201
Initialization: 29.434000
Memcpy Instances: 395.661011
Memcpy Classifiers: 0.070000
Kernel 1: 0.023000
Kernel 2: 522.081970
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 516.534973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 530.650024
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.069000
Kernel 1: 0.018000
Kernel 2: 519.005005
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.068000
Kernel 1: 0.016000
Kernel 2: 527.625000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 510.526001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 529.437012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 529.262024
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 527.927002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 411.882996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003958 0.624296 fi:0.514281. Ave ac:0.006272,0.018458
Best acc 0.003958 0.624296
Initialization: 6.880000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.041000
Kernel 1: 0.024000
Kernel 2: 97.595001
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005566 accuracy2:0.220716
Initialization: 6.186000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.912000
Kernel 1: 0.022000
Kernel 2: 103.094002
Copyback: 0.019000
Sum: 0.046000
It 0,Best ac:0.003571 0.608696 fi:0.491302. Ave ac:0.010310,0.015671
Initialization: 6.172000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.014000
Kernel 1: 0.031000
Kernel 2: 106.234001
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.015302 0.521739 fi:0.572697. Ave ac:0.011791,0.014141
Initialization: 5.857000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.735000
Kernel 1: 0.022000
Kernel 2: 105.775002
Copyback: 0.018000
Sum: 0.035000
It 2,Best ac:0.006631 0.530612 fi:0.567935. Ave ac:0.013472,0.014128
Initialization: 6.082000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.264000
Kernel 1: 0.021000
Kernel 2: 101.695000
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.006121 0.631579 fi:0.467210. Ave ac:0.012214,0.011824
Initialization: 6.153000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.839000
Kernel 1: 0.022000
Kernel 2: 100.293999
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.002805 0.785714 fi:0.506312. Ave ac:0.012128,0.011537
Initialization: 5.912000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.902000
Kernel 1: 0.033000
Kernel 2: 97.271004
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.008161 0.727273 fi:0.370549. Ave ac:0.012049,0.011183
Initialization: 5.872000
Memcpy Classifiers: 0.355000
Memcpy Instances: 8.220000
Kernel 1: 0.022000
Kernel 2: 96.176003
Copyback: 0.018000
Sum: 0.038000
It 6,Best ac:0.004080 0.842105 fi:0.257651. Ave ac:0.009744,0.009884
Initialization: 5.872000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.005000
Kernel 1: 0.023000
Kernel 2: 94.667999
Copyback: 0.018000
Sum: 0.032000
It 7,Best ac:0.004591 0.692308 fi:0.407207. Ave ac:0.009468,0.009940
Initialization: 5.936000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.350000
Kernel 1: 0.022000
Kernel 2: 94.723000
Copyback: 0.018000
Sum: 0.033000
It 8,Best ac:0.004081 0.727273 fi:0.372483. Ave ac:0.009455,0.008526
Initialization: 5.899000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.129000
Kernel 1: 0.023000
Kernel 2: 89.482002
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.007651 0.750000 fi:0.348059. Ave ac:0.008311,0.007716
Iteration 10:MDL fitness activated
Error 0.348059 TL 0.047082
MDL Theory Length Weight: 2.4642089441 (4)
Initialization: 5.906000
Memcpy Classifiers: 0.385000
Memcpy Instances: 8.256000
Kernel 1: 0.022000
Kernel 2: 85.341003
Copyback: 0.024000
Sum: 0.035000
It 10,Best ac:0.004846 0.760000 fi:0.416889. Ave ac:0.007396,0.006064
Initialization: 5.927000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.151000
Kernel 1: 0.022000
Kernel 2: 83.268997
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004846 0.703704 fi:0.485955. Ave ac:0.006708,0.006963
Initialization: 6.181000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.041000
Kernel 1: 0.022000
Kernel 2: 80.036003
Copyback: 0.019000
Sum: 0.035000
It 12,Best ac:0.003827 0.750000 fi:0.423822. Ave ac:0.008320,0.008224
Initialization: 5.997000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.829000
Kernel 1: 0.023000
Kernel 2: 78.366997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.003571 0.823529 fi:0.360922. Ave ac:0.006738,0.006700
Initialization: 5.935000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.131000
Kernel 1: 0.022000
Kernel 2: 73.386002
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.003827 0.833333 fi:0.341942. Ave ac:0.007047,0.006583
Initialization: 5.841000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.031000
Kernel 1: 0.023000
Kernel 2: 75.047997
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.003570 0.777778 fi:0.403023. Ave ac:0.007485,0.007714
Initialization: 6.035000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.119000
Kernel 1: 0.022000
Kernel 2: 72.737999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.006122 0.774194 fi:0.377765. Ave ac:0.007467,0.007016
Initialization: 5.951000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.906000
Kernel 1: 0.022000
Kernel 2: 73.609001
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.004336 0.739130 fi:0.413180. Ave ac:0.005643,0.005592
Initialization: 5.863000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.110000
Kernel 1: 0.022000
Kernel 2: 76.927002
Copyback: 0.019000
Sum: 0.028000
It 18,Best ac:0.008161 0.711111 fi:0.429248. Ave ac:0.007795,0.009498
Initialization: 5.919000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.743000
Kernel 1: 0.022000
Kernel 2: 76.092003
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.008669 0.829268 fi:0.360712. Ave ac:0.007337,0.007803
Initialization: 5.923000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.906000
Kernel 1: 0.022000
Kernel 2: 74.668999
Copyback: 0.018000
Sum: 0.032000
It 20,Best ac:0.005864 0.741935 fi:0.430287. Ave ac:0.006167,0.005997
Initialization: 6.186000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.060000
Kernel 1: 0.022000
Kernel 2: 76.319000
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.004336 0.772727 fi:0.389786. Ave ac:0.007796,0.008340
Initialization: 6.441000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.560000
Kernel 1: 0.021000
Kernel 2: 74.012001
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.004082 0.842105 fi:0.305080. Ave ac:0.006594,0.007682
Initialization: 6.143000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.838000
Kernel 1: 0.022000
Kernel 2: 74.477997
Copyback: 0.018000
Sum: 0.032000
It 23,Best ac:0.003826 0.789474 fi:0.358246. Ave ac:0.007760,0.007834
Initialization: 5.947000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.273000
Kernel 1: 0.022000
Kernel 2: 73.568001
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.004591 0.720000 fi:0.434646. Ave ac:0.009103,0.008639
Initialization: 5.956000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.825000
Kernel 1: 0.024000
Kernel 2: 72.507004
Copyback: 0.018000
Sum: 0.033000
It 25,Best ac:0.003570 0.777778 fi:0.381300. Ave ac:0.009763,0.009885
Initialization: 5.906000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.245000
Kernel 1: 0.021000
Kernel 2: 71.556999
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.003825 0.714286 fi:0.452257. Ave ac:0.008833,0.011865
Initialization: 7.083000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.243000
Kernel 1: 0.022000
Kernel 2: 71.720001
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.005866 0.821429 fi:0.336561. Ave ac:0.009995,0.010436
Initialization: 5.940000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.268000
Kernel 1: 0.022000
Kernel 2: 71.341003
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.004081 0.727273 fi:0.420326. Ave ac:0.007891,0.008600
Initialization: 6.172000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.870000
Kernel 1: 0.023000
Kernel 2: 69.600998
Copyback: 0.018000
Sum: 0.033000
It 29,Best ac:0.003571 0.636364 fi:0.515281. Ave ac:0.009444,0.011103
Initialization: 7.064000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.900000
Kernel 1: 0.022000
Kernel 2: 73.819000
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.003571 0.700000 fi:0.440509. Ave ac:0.009859,0.011749
Initialization: 5.949000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.828000
Kernel 1: 0.023000
Kernel 2: 76.216003
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.003571 0.823529 fi:0.341324. Ave ac:0.009944,0.012076
MDL Theory Length Weight: 2.2177880497 (10)
Initialization: 5.950000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.564000
Kernel 1: 0.021000
Kernel 2: 77.521004
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.005864 0.718750 fi:0.461852. Ave ac:0.007377,0.008997
Initialization: 6.070000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.844000
Kernel 1: 0.021000
Kernel 2: 76.125999
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.003826 0.833333 fi:0.314807. Ave ac:0.008873,0.009574
Initialization: 28.639000
Memcpy Instances: 395.902008
Memcpy Classifiers: 0.069000
Kernel 1: 0.022000
Kernel 2: 479.140015
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 492.933014
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.015000
Kernel 2: 470.776001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.330000
Kernel 1: 0.014000
Kernel 2: 497.800995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 484.421997
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.015000
Kernel 2: 496.177002
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 487.596008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 481.002014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 488.825012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 374.225006
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003825 0.584567 fi:0.562719. Ave ac:0.009823,0.031593
Best acc 0.003825 0.584567
Rule:Att PSSM_-4_12 is [-4.732021,-1.676936]|Att PSSM_-3_13 is [-2.639601,7.761765]|Att PSSM_0_7 is [<-3.344143]|Att PSSM_1_11 is [>-2.364784]|Att PSSM_1_20 is [<5.064791]|Att PSSM_2_15 is [-5.496655,3.496655]|Att PSSM_3_15 is [-6.216430,-1.783570]|Att PSSM_4_7 is [-6.781744,0.781744]|1
Accuracy : 0.779251
0	1	
153548	10532	
41264	29294	
Removed 1243 instances. 194812 Instances left. Acc of rule 0.003958-0.624296
Initialization: 5.918000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.179000
Kernel 1: 0.022000
Kernel 2: 94.712997
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.004986 accuracy2:0.201210
Initialization: 6.106000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.811000
Kernel 1: 0.022000
Kernel 2: 101.853996
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.006674 0.433333 fi:0.665153. Ave ac:0.009725,0.013490
Initialization: 6.300000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.820000
Kernel 1: 0.023000
Kernel 2: 103.195999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.005390 0.567568 fi:0.531535. Ave ac:0.013094,0.015592
Initialization: 5.964000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.181000
Kernel 1: 0.021000
Kernel 2: 101.503998
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.005645 0.564103 fi:0.534880. Ave ac:0.015089,0.017820
Initialization: 6.131000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.132000
Kernel 1: 0.021000
Kernel 2: 95.992996
Copyback: 0.018000
Sum: 0.035000
It 3,Best ac:0.003337 0.619048 fi:0.528029. Ave ac:0.014267,0.018051
Initialization: 6.135000
Memcpy Classifiers: 0.599000
Memcpy Instances: 8.030000
Kernel 1: 0.021000
Kernel 2: 97.922997
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004619 0.642857 fi:0.456618. Ave ac:0.013687,0.015616
Initialization: 6.163000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.970000
Kernel 1: 0.022000
Kernel 2: 95.780998
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.006674 0.666667 fi:0.431819. Ave ac:0.012315,0.014090
Initialization: 6.225000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.357000
Kernel 1: 0.023000
Kernel 2: 99.021004
Copyback: 0.016000
Sum: 0.030000
It 6,Best ac:0.006674 0.650000 fi:0.448486. Ave ac:0.013405,0.014298
Initialization: 6.037000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.787000
Kernel 1: 0.022000
Kernel 2: 98.767998
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.003337 0.684211 fi:0.462866. Ave ac:0.012094,0.013126
Initialization: 6.083000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.769000
Kernel 1: 0.023000
Kernel 2: 101.914001
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003337 0.722222 fi:0.424855. Ave ac:0.009632,0.009323
Initialization: 6.379000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.816000
Kernel 1: 0.023000
Kernel 2: 98.600998
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.003080 0.923077 fi:0.289610. Ave ac:0.009461,0.009863
Iteration 10:MDL fitness activated
Error 0.289610 TL 0.028500
MDL Theory Length Weight: 3.3872191738 (1)
Initialization: 5.883000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.980000
Kernel 1: 0.022000
Kernel 2: 95.900002
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.005903 0.657143 fi:0.515865. Ave ac:0.007877,0.008343
Initialization: 5.881000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.803000
Kernel 1: 0.023000
Kernel 2: 93.973000
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.004363 0.772727 fi:0.405385. Ave ac:0.008079,0.010976
Initialization: 6.371000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.793000
Kernel 1: 0.023000
Kernel 2: 92.808998
Copyback: 0.018000
Sum: 0.034000
It 12,Best ac:0.005902 0.718750 fi:0.502090. Ave ac:0.010980,0.012613
Initialization: 5.944000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.826000
Kernel 1: 0.023000
Kernel 2: 91.029999
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.005903 0.696970 fi:0.469909. Ave ac:0.010302,0.011147
Initialization: 5.908000
Memcpy Classifiers: 0.392000
Memcpy Instances: 8.819000
Kernel 1: 0.023000
Kernel 2: 91.926003
Copyback: 0.017000
Sum: 0.043000
It 14,Best ac:0.003850 0.789474 fi:0.381972. Ave ac:0.009388,0.009294
Initialization: 7.011000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.420000
Kernel 1: 0.021000
Kernel 2: 88.916000
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.003593 0.666667 fi:0.530167. Ave ac:0.009273,0.010963
Initialization: 5.954000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.769000
Kernel 1: 0.024000
Kernel 2: 87.725998
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003850 0.750000 fi:0.421809. Ave ac:0.011409,0.011517
Initialization: 6.047000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.291000
Kernel 1: 0.022000
Kernel 2: 90.088997
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.005647 0.758621 fi:0.417474. Ave ac:0.009032,0.009176
Initialization: 5.859000
Memcpy Classifiers: 0.803000
Memcpy Instances: 7.810000
Kernel 1: 0.022000
Kernel 2: 85.660004
Copyback: 0.018000
Sum: 0.033000
It 18,Best ac:0.003337 0.928571 fi:0.310198. Ave ac:0.008259,0.008136
Initialization: 6.262000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.810000
Kernel 1: 0.022000
Kernel 2: 88.038002
Copyback: 0.018000
Sum: 0.035000
It 19,Best ac:0.003850 0.750000 fi:0.431312. Ave ac:0.009000,0.012411
Initialization: 5.971000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.092000
Kernel 1: 0.022000
Kernel 2: 85.074997
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.003850 0.750000 fi:0.431312. Ave ac:0.008509,0.010568
Initialization: 7.208000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.796000
Kernel 1: 0.021000
Kernel 2: 84.314003
Copyback: 0.017000
Sum: 0.037000
It 21,Best ac:0.005389 0.677419 fi:0.501582. Ave ac:0.008719,0.009320
Initialization: 6.143000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.348000
Kernel 1: 0.022000
Kernel 2: 85.820000
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.003337 0.866667 fi:0.365318. Ave ac:0.007880,0.008582
Initialization: 5.956000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.780000
Kernel 1: 0.022000
Kernel 2: 82.944000
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.004362 0.809524 fi:0.361678. Ave ac:0.009062,0.009918
Initialization: 5.879000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.993000
Kernel 1: 0.023000
Kernel 2: 82.902000
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.003849 0.714286 fi:0.475256. Ave ac:0.008133,0.009419
Initialization: 5.938000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.907000
Kernel 1: 0.021000
Kernel 2: 81.011002
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.008214 0.727273 fi:0.432949. Ave ac:0.009508,0.009138
Initialization: 5.978000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.810000
Kernel 1: 0.021000
Kernel 2: 79.775002
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.004107 0.800000 fi:0.371946. Ave ac:0.008991,0.010360
Initialization: 7.265000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.957000
Kernel 1: 0.022000
Kernel 2: 79.653999
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.003849 1.000000 fi:0.164336. Ave ac:0.008802,0.014398
Initialization: 5.874000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.069000
Kernel 1: 0.022000
Kernel 2: 77.488998
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.003593 0.736842 fi:0.421435. Ave ac:0.008290,0.012525
Initialization: 6.308000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.789000
Kernel 1: 0.022000
Kernel 2: 79.736000
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.003593 0.777778 fi:0.390953. Ave ac:0.010387,0.011782
Initialization: 6.013000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.777000
Kernel 1: 0.023000
Kernel 2: 82.556999
Copyback: 0.025000
Sum: 0.034000
It 30,Best ac:0.004363 0.739130 fi:0.433466. Ave ac:0.009667,0.012920
Initialization: 7.193000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.843000
Kernel 1: 0.022000
Kernel 2: 81.024002
Copyback: 0.021000
Sum: 0.031000
It 31,Best ac:0.004106 0.727273 fi:0.440043. Ave ac:0.010984,0.012069
Initialization: 5.866000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.151000
Kernel 1: 0.022000
Kernel 2: 80.734001
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.005903 0.821429 fi:0.353575. Ave ac:0.009550,0.011629
Initialization: 6.158000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.785000
Kernel 1: 0.022000
Kernel 2: 80.997002
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.004363 0.809524 fi:0.356897. Ave ac:0.010627,0.011851
Initialization: 29.493000
Memcpy Instances: 407.165009
Memcpy Classifiers: 0.078000
Kernel 1: 0.022000
Kernel 2: 534.002014
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 540.231995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 543.651001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 542.804016
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.016000
Kernel 2: 552.202026
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 540.754028
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 542.943970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 547.742004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 536.927002
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.060000
Kernel 1: 0.018000
Kernel 2: 256.359009
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005534 0.577397 fi:0.597785. Ave ac:0.009745,0.031063
Best acc 0.005534 0.577397
Initialization: 6.281000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.783000
Kernel 1: 0.024000
Kernel 2: 95.264999
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005382 accuracy2:0.221176
Initialization: 6.129000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.774000
Kernel 1: 0.023000
Kernel 2: 101.551003
Copyback: 0.019000
Sum: 0.031000
It 0,Best ac:0.004107 0.533333 fi:0.566385. Ave ac:0.009902,0.013751
Initialization: 5.902000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.090000
Kernel 1: 0.022000
Kernel 2: 102.555000
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005389 0.600000 fi:0.499105. Ave ac:0.013303,0.016666
Initialization: 6.194000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.792000
Kernel 1: 0.023000
Kernel 2: 100.961998
Copyback: 0.018000
Sum: 0.032000
It 2,Best ac:0.003593 0.636364 fi:0.463602. Ave ac:0.013431,0.016240
Initialization: 6.402000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.117000
Kernel 1: 0.022000
Kernel 2: 103.389999
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.003849 0.500000 fi:0.599844. Ave ac:0.013745,0.016195
Initialization: 5.877000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.117000
Kernel 1: 0.023000
Kernel 2: 102.126999
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.003850 0.652174 fi:0.447668. Ave ac:0.012811,0.013872
Initialization: 5.852000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.373000
Kernel 1: 0.022000
Kernel 2: 102.228996
Copyback: 0.018000
Sum: 0.034000
It 5,Best ac:0.003849 0.681818 fi:0.418026. Ave ac:0.010690,0.010364
Initialization: 6.313000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.785000
Kernel 1: 0.022000
Kernel 2: 104.016998
Copyback: 0.018000
Sum: 0.032000
It 6,Best ac:0.007698 0.697674 fi:0.400323. Ave ac:0.009124,0.011091
Initialization: 6.423000
Memcpy Classifiers: 0.490000
Memcpy Instances: 7.784000
Kernel 1: 0.023000
Kernel 2: 108.028999
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.007957 0.596154 fi:0.501716. Ave ac:0.007411,0.008741
Initialization: 6.285000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.340000
Kernel 1: 0.022000
Kernel 2: 103.390999
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.004106 0.666667 fi:0.433054. Ave ac:0.008747,0.009176
Initialization: 6.121000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.139000
Kernel 1: 0.022000
Kernel 2: 98.132004
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.004107 0.727273 fi:0.372446. Ave ac:0.009472,0.010069
Iteration 10:MDL fitness activated
Error 0.372446 TL 0.041567
MDL Theory Length Weight: 2.9867325685 (1)
Initialization: 5.888000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.880000
Kernel 1: 0.023000
Kernel 2: 98.893997
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.005390 0.724138 fi:0.449265. Ave ac:0.007600,0.006980
Initialization: 5.876000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.991000
Kernel 1: 0.022000
Kernel 2: 100.338997
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.003593 0.823529 fi:0.388039. Ave ac:0.008816,0.007895
Initialization: 5.863000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.040000
Kernel 1: 0.022000
Kernel 2: 102.392998
Copyback: 0.016000
Sum: 0.032000
It 12,Best ac:0.003337 0.764706 fi:0.503795. Ave ac:0.009047,0.010871
Initialization: 5.913000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.867000
Kernel 1: 0.022000
Kernel 2: 98.497002
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.003849 0.750000 fi:0.441957. Ave ac:0.009163,0.010005
Initialization: 5.890000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.812000
Kernel 1: 0.023000
Kernel 2: 99.735001
Copyback: 0.016000
Sum: 0.032000
It 14,Best ac:0.003850 0.833333 fi:0.367025. Ave ac:0.010039,0.013138
Initialization: 5.896000
Memcpy Classifiers: 0.404000
Memcpy Instances: 7.786000
Kernel 1: 0.023000
Kernel 2: 99.834999
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.003336 0.866667 fi:0.372020. Ave ac:0.007667,0.009760
Initialization: 5.866000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.856000
Kernel 1: 0.023000
Kernel 2: 99.060997
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.004363 0.772727 fi:0.406884. Ave ac:0.007136,0.009939
Initialization: 5.847000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.067000
Kernel 1: 0.022000
Kernel 2: 97.126999
Copyback: 0.018000
Sum: 0.035000
It 17,Best ac:0.003594 0.700000 fi:0.467522. Ave ac:0.007418,0.009297
Initialization: 6.105000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.779000
Kernel 1: 0.023000
Kernel 2: 97.759003
Copyback: 0.018000
Sum: 0.034000
It 18,Best ac:0.003849 0.937500 fi:0.245185. Ave ac:0.007120,0.009362
Initialization: 5.907000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.015000
Kernel 1: 0.022000
Kernel 2: 97.111000
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.003080 0.923077 fi:0.381365. Ave ac:0.007802,0.011252
Initialization: 6.257000
Memcpy Classifiers: 0.384000
Memcpy Instances: 7.897000
Kernel 1: 0.023000
Kernel 2: 101.005997
Copyback: 0.018000
Sum: 0.032000
It 20,Best ac:0.005132 0.714286 fi:0.474767. Ave ac:0.006327,0.006576
Initialization: 7.169000
Memcpy Classifiers: 0.384000
Memcpy Instances: 7.796000
Kernel 1: 0.023000
Kernel 2: 98.921997
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.002823 1.000000 fi:0.332006. Ave ac:0.007101,0.006983
Initialization: 5.786000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.878000
Kernel 1: 0.022000
Kernel 2: 100.253998
Copyback: 0.018000
Sum: 0.033000
It 22,Best ac:0.004363 0.809524 fi:0.367905. Ave ac:0.007485,0.007206
Initialization: 6.280000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.792000
Kernel 1: 0.022000
Kernel 2: 98.010002
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.003850 0.833333 fi:0.356044. Ave ac:0.007180,0.009367
Initialization: 6.362000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.920000
Kernel 1: 0.022000
Kernel 2: 100.717003
Copyback: 0.016000
Sum: 0.040000
It 24,Best ac:0.003336 0.812500 fi:0.425369. Ave ac:0.006814,0.006201
Initialization: 6.238000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.901000
Kernel 1: 0.023000
Kernel 2: 96.903999
Copyback: 0.017000
Sum: 0.036000
It 25,Best ac:0.004106 0.761905 fi:0.418801. Ave ac:0.006978,0.008870
Initialization: 6.142000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.789000
Kernel 1: 0.023000
Kernel 2: 97.651001
Copyback: 0.018000
Sum: 0.032000
It 26,Best ac:0.003850 0.789474 fi:0.379537. Ave ac:0.006035,0.006933
Initialization: 5.873000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.487000
Kernel 1: 0.021000
Kernel 2: 101.282997
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.003851 0.882353 fi:0.307025. Ave ac:0.007809,0.008412
MDL Theory Length Weight: 2.6880593116 (10)
Initialization: 5.847000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.974000
Kernel 1: 0.022000
Kernel 2: 99.524002
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.003337 0.812500 fi:0.407406. Ave ac:0.005173,0.008965
Initialization: 5.950000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.838000
Kernel 1: 0.023000
Kernel 2: 96.744003
Copyback: 0.017000
Sum: 0.039000
It 29,Best ac:0.002823 0.916667 fi:0.470911. Ave ac:0.007872,0.011587
Initialization: 6.051000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.812000
Kernel 1: 0.022000
Kernel 2: 96.110001
Copyback: 0.017000
Sum: 0.036000
It 30,Best ac:0.003337 1.000000 fi:0.229657. Ave ac:0.010912,0.014293
Initialization: 6.124000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.775000
Kernel 1: 0.022000
Kernel 2: 93.849998
Copyback: 0.018000
Sum: 0.036000
It 31,Best ac:0.004363 0.850000 fi:0.358877. Ave ac:0.007046,0.008394
Initialization: 7.287000
Memcpy Classifiers: 0.389000
Memcpy Instances: 9.087000
Kernel 1: 0.022000
Kernel 2: 93.902000
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.004620 0.857143 fi:0.307768. Ave ac:0.008789,0.011968
Initialization: 5.984000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.206000
Kernel 1: 0.022000
Kernel 2: 91.411003
Copyback: 0.017000
Sum: 0.038000
It 33,Best ac:0.003593 0.875000 fi:0.295449. Ave ac:0.007909,0.012246
Initialization: 29.378000
Memcpy Instances: 394.652008
Memcpy Classifiers: 0.067000
Kernel 1: 0.021000
Kernel 2: 600.226990
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 593.562988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 600.953003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 597.700012
Copyback: 0.019000
Sum: 0.006000
Memcpy Classifiers: 0.072000
Kernel 1: 0.019000
Kernel 2: 646.060974
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 597.940002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 596.104980
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 633.530029
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.073000
Kernel 1: 0.021000
Kernel 2: 586.903015
Copyback: 0.366000
Sum: 0.003000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 276.458008
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.034757 0.570237 fi:0.572559. Ave ac:0.007252,0.023353
Best acc 0.034757 0.570237
Rule:Att PSSM_-4_10 is [>-6.809011]|Att PSSM_-2_7 is [<-0.610021]|Att PSSM_-1_19 is [-2.131091,5.004082]|Att PSSM_0_4 is [-6.151084,-1.848916]|Att PSSM_0_12 is [-6.246930,-2.552827]|Att PSSM_2_2 is [<-0.039213]|Att PSSM_2_7 is [>-6.270722]|Att PSSM_4_7 is [-4.563587,-1.715557]|1
Accuracy : 0.780483
0	1	
152759	11321	
40186	30372	
Removed 1867 instances. 192945 Instances left. Acc of rule 0.005534-0.577397
Initialization: 6.312000
Memcpy Classifiers: 0.542000
Memcpy Instances: 7.697000
Kernel 1: 0.024000
Kernel 2: 94.628998
Copyback: 0.021000
Sum: 0.047000
Initial population average accuracy1:0.004821 accuracy2:0.199663
Initialization: 5.860000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.756000
Kernel 1: 0.023000
Kernel 2: 99.472000
Copyback: 0.020000
Sum: 0.046000
It 0,Best ac:0.005443 0.488372 fi:0.610659. Ave ac:0.009810,0.012869
Initialization: 6.964000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.788000
Kernel 1: 0.022000
Kernel 2: 101.204002
Copyback: 0.017000
Sum: 0.037000
It 1,Best ac:0.004405 0.708333 fi:0.391207. Ave ac:0.012884,0.015176
Initialization: 6.134000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.728000
Kernel 1: 0.023000
Kernel 2: 98.793999
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.002851 0.733333 fi:0.525190. Ave ac:0.014189,0.016785
Initialization: 6.280000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.702000
Kernel 1: 0.022000
Kernel 2: 99.813004
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.004664 0.600000 fi:0.499414. Ave ac:0.011744,0.013402
Initialization: 5.889000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.722000
Kernel 1: 0.022000
Kernel 2: 100.009003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.005184 0.645161 fi:0.453997. Ave ac:0.009871,0.012229
Initialization: 6.139000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.739000
Kernel 1: 0.022000
Kernel 2: 98.415001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004146 0.571429 fi:0.528239. Ave ac:0.009536,0.010834
Initialization: 6.056000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.701000
Kernel 1: 0.023000
Kernel 2: 95.656998
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.003887 0.750000 fi:0.349791. Ave ac:0.008336,0.009648
Initialization: 6.853000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.386000
Kernel 1: 0.022000
Kernel 2: 95.494003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004663 0.782609 fi:0.316805. Ave ac:0.008914,0.009348
Initialization: 5.861000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.747000
Kernel 1: 0.022000
Kernel 2: 90.957001
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.003110 0.857143 fi:0.334979. Ave ac:0.008316,0.010258
Initialization: 5.815000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.708000
Kernel 1: 0.023000
Kernel 2: 86.074997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.006219 0.631579 fi:0.467076. Ave ac:0.007483,0.010127
Iteration 10:MDL fitness activated
Error 0.467076 TL 0.028836
MDL Theory Length Weight: 5.3992500071 (3)
Initialization: 6.145000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.980000
Kernel 1: 0.022000
Kernel 2: 91.486000
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.005183 0.666667 fi:0.591866. Ave ac:0.009276,0.010210
Initialization: 5.895000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.711000
Kernel 1: 0.024000
Kernel 2: 89.372002
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.003109 0.923077 fi:0.438189. Ave ac:0.009949,0.012120
Initialization: 5.860000
Memcpy Classifiers: 0.344000
Memcpy Instances: 7.838000
Kernel 1: 0.022000
Kernel 2: 85.065002
Copyback: 0.017000
Sum: 0.038000
It 12,Best ac:0.003886 0.882353 fi:0.408688. Ave ac:0.010275,0.009372
Initialization: 6.219000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.708000
Kernel 1: 0.022000
Kernel 2: 83.717003
Copyback: 0.018000
Sum: 0.034000
It 13,Best ac:0.003887 0.750000 fi:0.491927. Ave ac:0.009079,0.009986
Initialization: 6.002000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.413000
Kernel 1: 0.022000
Kernel 2: 82.258003
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.003887 0.750000 fi:0.489812. Ave ac:0.011750,0.011449
Initialization: 6.070000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.709000
Kernel 1: 0.023000
Kernel 2: 82.199997
Copyback: 0.018000
Sum: 0.038000
It 15,Best ac:0.004924 0.826087 fi:0.407966. Ave ac:0.012350,0.013115
Initialization: 6.267000
Memcpy Classifiers: 0.324000
Memcpy Instances: 7.720000
Kernel 1: 0.022000
Kernel 2: 80.987999
Copyback: 0.018000
Sum: 0.039000
It 16,Best ac:0.004405 0.772727 fi:0.398313. Ave ac:0.013094,0.014754
Initialization: 5.859000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.708000
Kernel 1: 0.023000
Kernel 2: 76.480003
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.002332 1.000000 fi:0.467801. Ave ac:0.008424,0.009770
Initialization: 5.898000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.151000
Kernel 1: 0.023000
Kernel 2: 74.942001
Copyback: 0.016000
Sum: 0.035000
It 18,Best ac:0.004147 0.666667 fi:0.508917. Ave ac:0.010210,0.012204
Initialization: 5.903000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.716000
Kernel 1: 0.024000
Kernel 2: 75.478996
Copyback: 0.018000
Sum: 0.039000
It 19,Best ac:0.005701 0.666667 fi:0.512223. Ave ac:0.008595,0.009650
Initialization: 5.891000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.683000
Kernel 1: 0.023000
Kernel 2: 71.849998
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.003888 0.714286 fi:0.491165. Ave ac:0.007946,0.010533
Initialization: 5.835000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.419000
Kernel 1: 0.022000
Kernel 2: 72.916000
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.005959 0.766667 fi:0.419895. Ave ac:0.009398,0.010523
Initialization: 5.848000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.524000
Kernel 1: 0.023000
Kernel 2: 71.634003
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.004924 0.791667 fi:0.416531. Ave ac:0.008906,0.013266
Initialization: 6.108000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.709000
Kernel 1: 0.023000
Kernel 2: 70.906998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.003370 0.866667 fi:0.385533. Ave ac:0.007788,0.010916
Initialization: 5.940000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.705000
Kernel 1: 0.022000
Kernel 2: 69.774002
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.003628 0.933333 fi:0.265091. Ave ac:0.007767,0.009609
Initialization: 5.823000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.090000
Kernel 1: 0.021000
Kernel 2: 70.233002
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.004146 0.761905 fi:0.437368. Ave ac:0.007943,0.011063
Initialization: 6.137000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.919000
Kernel 1: 0.022000
Kernel 2: 67.875999
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.003629 0.777778 fi:0.399458. Ave ac:0.005894,0.007075
Initialization: 6.019000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.706000
Kernel 1: 0.023000
Kernel 2: 68.550003
Copyback: 0.018000
Sum: 0.021000
It 27,Best ac:0.003887 0.789474 fi:0.402305. Ave ac:0.004914,0.005803
Initialization: 6.098000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.698000
Kernel 1: 0.022000
Kernel 2: 67.903999
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.006997 0.794118 fi:0.364097. Ave ac:0.006677,0.008335
Initialization: 6.076000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.734000
Kernel 1: 0.022000
Kernel 2: 69.785004
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.004664 0.857143 fi:0.319325. Ave ac:0.008220,0.008100
Initialization: 6.014000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.788000
Kernel 1: 0.022000
Kernel 2: 71.297997
Copyback: 0.018000
Sum: 0.025000
It 30,Best ac:0.005443 0.750000 fi:0.423438. Ave ac:0.005978,0.007688
Initialization: 6.141000
Memcpy Classifiers: 0.229000
Memcpy Instances: 7.699000
Kernel 1: 0.022000
Kernel 2: 69.360001
Copyback: 0.018000
Sum: 0.025000
It 31,Best ac:0.004664 0.692308 fi:0.462665. Ave ac:0.006214,0.007466
Initialization: 5.769000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.715000
Kernel 1: 0.023000
Kernel 2: 68.903999
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003109 0.923077 fi:0.348206. Ave ac:0.007599,0.009327
Initialization: 6.237000
Memcpy Classifiers: 0.229000
Memcpy Instances: 8.619000
Kernel 1: 0.023000
Kernel 2: 68.172997
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.003629 0.736842 fi:0.456312. Ave ac:0.007781,0.010857
MDL Theory Length Weight: 4.8593250064 (10)
Initialization: 29.422001
Memcpy Instances: 391.332001
Memcpy Classifiers: 0.063000
Kernel 1: 0.021000
Kernel 2: 469.410004
Copyback: 0.370000
Sum: 0.015000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 467.325989
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.062000
Kernel 1: 0.017000
Kernel 2: 464.933990
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.055000
Kernel 1: 0.016000
Kernel 2: 461.489014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 463.175995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 463.466003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 468.024994
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 468.063995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 471.386993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 165.563004
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003732 0.619621 fi:0.563036. Ave ac:0.007142,0.022263
Best acc 0.003732 0.619621
Initialization: 6.241000
Memcpy Classifiers: 0.627000
Memcpy Instances: 8.090000
Kernel 1: 0.024000
Kernel 2: 92.846001
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.004973 accuracy2:0.207406
Initialization: 6.417000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.806000
Kernel 1: 0.021000
Kernel 2: 100.848000
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.003369 0.500000 fi:0.624799. Ave ac:0.009452,0.013535
Initialization: 5.873000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.504000
Kernel 1: 0.022000
Kernel 2: 99.224998
Copyback: 0.018000
Sum: 0.031000
It 1,Best ac:0.010368 0.512821 fi:0.583805. Ave ac:0.012512,0.015019
Initialization: 6.244000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.718000
Kernel 1: 0.021000
Kernel 2: 98.136002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.006736 0.530612 fi:0.567790. Ave ac:0.013717,0.016836
Initialization: 6.250000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.719000
Kernel 1: 0.021000
Kernel 2: 100.597000
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.005960 0.605263 fi:0.493519. Ave ac:0.012407,0.013600
Initialization: 7.146000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.065000
Kernel 1: 0.022000
Kernel 2: 97.290001
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.003887 0.681818 fi:0.417975. Ave ac:0.010819,0.012021
Initialization: 5.960000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.690000
Kernel 1: 0.023000
Kernel 2: 93.992996
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.005442 0.677419 fi:0.421615. Ave ac:0.011041,0.013690
Initialization: 5.836000
Memcpy Classifiers: 0.538000
Memcpy Instances: 7.833000
Kernel 1: 0.022000
Kernel 2: 92.735001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.003110 0.750000 fi:0.442122. Ave ac:0.011263,0.013929
Initialization: 5.913000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.826000
Kernel 1: 0.023000
Kernel 2: 92.692001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.002850 0.785714 fi:0.473731. Ave ac:0.010675,0.010813
Initialization: 6.058000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.820000
Kernel 1: 0.022000
Kernel 2: 95.445999
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.003110 0.800000 fi:0.392122. Ave ac:0.009510,0.011414
Initialization: 5.826000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.979000
Kernel 1: 0.022000
Kernel 2: 92.060997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.004924 0.678571 fi:0.420716. Ave ac:0.008593,0.009683
Iteration 10:MDL fitness activated
Error 0.420716 TL 0.025152
MDL Theory Length Weight: 5.5756503538 (2)
Initialization: 6.086000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.691000
Kernel 1: 0.023000
Kernel 2: 90.382004
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.004925 0.655172 fi:0.587098. Ave ac:0.008239,0.008688
Initialization: 5.893000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.913000
Kernel 1: 0.022000
Kernel 2: 84.620003
Copyback: 0.018000
Sum: 0.036000
It 11,Best ac:0.003627 0.666667 fi:0.568928. Ave ac:0.007157,0.009110
Initialization: 5.794000
Memcpy Classifiers: 0.473000
Memcpy Instances: 7.907000
Kernel 1: 0.023000
Kernel 2: 82.028000
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.003629 0.736842 fi:0.482395. Ave ac:0.009922,0.012185
Initialization: 6.366000
Memcpy Classifiers: 0.656000
Memcpy Instances: 7.755000
Kernel 1: 0.024000
Kernel 2: 80.369003
Copyback: 0.371000
Sum: 0.036000
It 13,Best ac:0.004925 0.655172 fi:0.589315. Ave ac:0.011734,0.016176
Initialization: 5.850000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 80.056999
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.004664 0.692308 fi:0.540495. Ave ac:0.011226,0.014336
Initialization: 6.147000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.697000
Kernel 1: 0.023000
Kernel 2: 76.382004
Copyback: 0.017000
Sum: 0.022000
It 15,Best ac:0.002332 0.900000 fi:0.583759. Ave ac:0.012547,0.018866
Initialization: 6.521000
Memcpy Classifiers: 0.296000
Memcpy Instances: 8.664000
Kernel 1: 0.021000
Kernel 2: 73.030998
Copyback: 0.017000
Sum: 0.024000
It 16,Best ac:0.005962 0.696970 fi:0.495364. Ave ac:0.015164,0.028144
Initialization: 5.799000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.735000
Kernel 1: 0.023000
Kernel 2: 69.820999
Copyback: 0.018000
Sum: 0.024000
It 17,Best ac:0.003886 0.714286 fi:0.460523. Ave ac:0.016730,0.030081
Initialization: 5.891000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.158000
Kernel 1: 0.021000
Kernel 2: 66.950996
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.003110 0.750000 fi:0.514945. Ave ac:0.010310,0.021805
Initialization: 6.142000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.601000
Kernel 1: 0.023000
Kernel 2: 65.658997
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.002332 1.000000 fi:0.467213. Ave ac:0.015652,0.033825
Initialization: 6.268000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.729000
Kernel 1: 0.023000
Kernel 2: 66.177002
Copyback: 0.017000
Sum: 0.023000
It 20,Best ac:0.003628 0.666667 fi:0.536280. Ave ac:0.017324,0.034010
Initialization: 6.251000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.697000
Kernel 1: 0.022000
Kernel 2: 64.856003
Copyback: 0.018000
Sum: 0.023000
It 21,Best ac:0.006219 0.705882 fi:0.476550. Ave ac:0.015777,0.034518
Initialization: 6.043000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.695000
Kernel 1: 0.021000
Kernel 2: 65.189003
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.003887 0.750000 fi:0.490032. Ave ac:0.018207,0.039784
Initialization: 6.022000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.699000
Kernel 1: 0.022000
Kernel 2: 69.013000
Copyback: 0.018000
Sum: 0.022000
It 23,Best ac:0.004146 0.727273 fi:0.447407. Ave ac:0.019550,0.037285
Initialization: 6.027000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.707000
Kernel 1: 0.023000
Kernel 2: 70.639000
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004146 0.761905 fi:0.447441. Ave ac:0.021796,0.039788
Initialization: 5.962000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.742000
Kernel 1: 0.022000
Kernel 2: 74.385002
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.004405 0.680000 fi:0.498234. Ave ac:0.016160,0.027235
Initialization: 5.809000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.858000
Kernel 1: 0.023000
Kernel 2: 76.785004
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.005960 0.676471 fi:0.523373. Ave ac:0.013144,0.025202
Initialization: 6.080000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.695000
Kernel 1: 0.023000
Kernel 2: 75.015999
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.009067 0.660377 fi:0.494623. Ave ac:0.015626,0.026401
Initialization: 5.849000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.740000
Kernel 1: 0.023000
Kernel 2: 77.362999
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.003369 0.764706 fi:0.434412. Ave ac:0.014043,0.022728
Initialization: 6.221000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.708000
Kernel 1: 0.022000
Kernel 2: 75.351997
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.005702 0.785714 fi:0.396260. Ave ac:0.011623,0.015815
Initialization: 6.032000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.747000
Kernel 1: 0.022000
Kernel 2: 75.984001
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.003369 0.866667 fi:0.365658. Ave ac:0.009729,0.011134
Initialization: 5.914000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.702000
Kernel 1: 0.022000
Kernel 2: 76.730003
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.004924 0.703704 fi:0.466173. Ave ac:0.011448,0.016271
Initialization: 6.220000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.233000
Kernel 1: 0.022000
Kernel 2: 76.282997
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003370 0.722222 fi:0.508035. Ave ac:0.012689,0.018129
Initialization: 5.864000
Memcpy Classifiers: 0.246000
Memcpy Instances: 9.628000
Kernel 1: 0.022000
Kernel 2: 76.228996
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.003370 0.812500 fi:0.411803. Ave ac:0.010542,0.012613
Initialization: 29.545000
Memcpy Instances: 391.657990
Memcpy Classifiers: 0.067000
Kernel 1: 0.022000
Kernel 2: 506.877991
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 528.028015
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 496.035004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 522.486023
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 518.958008
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 507.759003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 509.571991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 517.203979
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 499.588989
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 177.509003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003664 0.565148 fi:0.613447. Ave ac:0.013607,0.041460
Best acc 0.003664 0.565148
Rule:Att PSSM_0_1 is [2.967875,6.545198]|Att PSSM_0_2 is [<-2.828472]|Att PSSM_0_7 is [<-2.351986]|Att PSSM_1_12 is [<3.844465]|Att PSSM_3_2 is [<-1.791653]|1
Accuracy : 0.781668
0	1	
152317	11763	
39466	31092	
Removed 1162 instances. 191783 Instances left. Acc of rule 0.003732-0.619621
Initialization: 5.891000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.653000
Kernel 1: 0.025000
Kernel 2: 94.084000
Copyback: 0.018000
Sum: 0.050000
Initial population average accuracy1:0.005724 accuracy2:0.209823
Initialization: 5.883000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.650000
Kernel 1: 0.023000
Kernel 2: 95.391998
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.003911 0.576923 fi:0.522834. Ave ac:0.010990,0.015403
Initialization: 5.785000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.920000
Kernel 1: 0.022000
Kernel 2: 96.699997
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.003910 0.500000 fi:0.599760. Ave ac:0.012774,0.017637
Initialization: 6.119000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.142000
Kernel 1: 0.022000
Kernel 2: 99.344002
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.004170 0.533333 fi:0.566298. Ave ac:0.011612,0.015307
Initialization: 6.263000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.666000
Kernel 1: 0.024000
Kernel 2: 99.184998
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.003911 0.652174 fi:0.447584. Ave ac:0.011469,0.014736
Initialization: 5.829000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.962000
Kernel 1: 0.022000
Kernel 2: 98.274002
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.003911 0.625000 fi:0.474758. Ave ac:0.011820,0.011221
Initialization: 6.050000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.717000
Kernel 1: 0.022000
Kernel 2: 98.665001
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.010169 0.609375 fi:0.487289. Ave ac:0.010425,0.011101
Initialization: 5.809000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.920000
Kernel 1: 0.021000
Kernel 2: 95.724998
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.004170 0.615385 fi:0.484247. Ave ac:0.010239,0.010866
Initialization: 6.643000
Memcpy Classifiers: 0.493000
Memcpy Instances: 7.695000
Kernel 1: 0.023000
Kernel 2: 95.930000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003390 0.928571 fi:0.179589. Ave ac:0.009112,0.011989
Initialization: 5.819000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.003000
Kernel 1: 0.022000
Kernel 2: 91.309998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.004954 0.678571 fi:0.420671. Ave ac:0.009938,0.010317
Initialization: 6.184000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.694000
Kernel 1: 0.021000
Kernel 2: 90.029999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004432 0.739130 fi:0.360372. Ave ac:0.009425,0.008615
Iteration 10:MDL fitness activated
Error 0.360372 TL 0.020808
MDL Theory Length Weight: 5.7729419386 (3)
Initialization: 6.329000
Memcpy Classifiers: 0.472000
Memcpy Instances: 7.740000
Kernel 1: 0.023000
Kernel 2: 89.973000
Copyback: 0.018000
Sum: 0.034000
It 10,Best ac:0.006258 0.600000 fi:0.640783. Ave ac:0.007618,0.008845
Initialization: 5.870000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.146000
Kernel 1: 0.022000
Kernel 2: 88.055000
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.003650 0.736842 fi:0.528153. Ave ac:0.009089,0.011779
Initialization: 6.035000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.682000
Kernel 1: 0.022000
Kernel 2: 87.470001
Copyback: 0.018000
Sum: 0.038000
It 12,Best ac:0.003911 0.652174 fi:0.582072. Ave ac:0.011229,0.014377
Initialization: 6.042000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.689000
Kernel 1: 0.023000
Kernel 2: 84.386002
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.005997 0.718750 fi:0.526921. Ave ac:0.012980,0.016440
Initialization: 5.900000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.654000
Kernel 1: 0.023000
Kernel 2: 81.502998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.003127 0.750000 fi:0.554140. Ave ac:0.010784,0.014016
Initialization: 5.818000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.036000
Kernel 1: 0.022000
Kernel 2: 78.153000
Copyback: 0.020000
Sum: 0.037000
It 15,Best ac:0.003389 0.764706 fi:0.469425. Ave ac:0.011801,0.014387
Initialization: 6.150000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.921000
Kernel 1: 0.021000
Kernel 2: 77.800003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003911 0.625000 fi:0.595558. Ave ac:0.012575,0.016782
Initialization: 5.870000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.930000
Kernel 1: 0.022000
Kernel 2: 76.078003
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.004694 0.900000 fi:0.341053. Ave ac:0.011004,0.014858
Initialization: 6.033000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.744000
Kernel 1: 0.023000
Kernel 2: 77.279999
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.003650 0.700000 fi:0.474864. Ave ac:0.010860,0.012897
Initialization: 5.902000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.807000
Kernel 1: 0.022000
Kernel 2: 75.431999
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.003911 0.789474 fi:0.426727. Ave ac:0.010955,0.015778
Initialization: 6.012000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.661000
Kernel 1: 0.023000
Kernel 2: 74.944000
Copyback: 0.017000
Sum: 0.023000
It 20,Best ac:0.003649 0.736842 fi:0.449752. Ave ac:0.010522,0.015448
Initialization: 6.634000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.724000
Kernel 1: 0.022000
Kernel 2: 74.719002
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.003650 0.700000 fi:0.505554. Ave ac:0.012394,0.016066
Initialization: 5.807000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.100000
Kernel 1: 0.023000
Kernel 2: 71.906998
Copyback: 0.024000
Sum: 0.025000
It 22,Best ac:0.003909 0.833333 fi:0.416322. Ave ac:0.013210,0.019345
Initialization: 5.880000
Memcpy Classifiers: 0.289000
Memcpy Instances: 7.641000
Kernel 1: 0.023000
Kernel 2: 73.197998
Copyback: 0.018000
Sum: 0.024000
It 23,Best ac:0.012516 0.545455 fi:0.599147. Ave ac:0.010297,0.014198
Initialization: 5.720000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.855000
Kernel 1: 0.023000
Kernel 2: 69.719002
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.003389 0.684211 fi:0.524180. Ave ac:0.016018,0.021228
Initialization: 6.235000
Memcpy Classifiers: 0.251000
Memcpy Instances: 7.658000
Kernel 1: 0.022000
Kernel 2: 70.607002
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.004953 0.863636 fi:0.356406. Ave ac:0.017077,0.024856
Initialization: 6.266000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.683000
Kernel 1: 0.022000
Kernel 2: 70.574997
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004692 0.666667 fi:0.499300. Ave ac:0.017258,0.021856
MDL Theory Length Weight: 5.1956477447 (10)
Initialization: 5.807000
Memcpy Classifiers: 0.236000
Memcpy Instances: 7.987000
Kernel 1: 0.022000
Kernel 2: 71.299004
Copyback: 0.018000
Sum: 0.025000
It 27,Best ac:0.004171 0.640000 fi:0.526058. Ave ac:0.013961,0.022222
Initialization: 6.215000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.642000
Kernel 1: 0.022000
Kernel 2: 69.663002
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.004694 0.692308 fi:0.555659. Ave ac:0.013749,0.019584
Initialization: 6.240000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.686000
Kernel 1: 0.022000
Kernel 2: 70.457001
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.005474 0.617647 fi:0.561403. Ave ac:0.016590,0.022642
Initialization: 6.213000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.673000
Kernel 1: 0.022000
Kernel 2: 70.044998
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004692 0.666667 fi:0.499131. Ave ac:0.015187,0.020743
Initialization: 6.122000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.652000
Kernel 1: 0.029000
Kernel 2: 71.918999
Copyback: 0.018000
Sum: 0.024000
It 31,Best ac:0.004172 0.640000 fi:0.541382. Ave ac:0.013295,0.017158
Initialization: 5.875000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.700000
Kernel 1: 0.023000
Kernel 2: 70.764999
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003910 0.789474 fi:0.437798. Ave ac:0.012275,0.019162
Initialization: 6.152000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.730000
Kernel 1: 0.023000
Kernel 2: 68.342003
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.003389 0.764706 fi:0.392163. Ave ac:0.016731,0.025078
Initialization: 29.469000
Memcpy Instances: 384.980988
Memcpy Classifiers: 0.060000
Kernel 1: 0.022000
Kernel 2: 442.809998
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 440.580994
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 452.059998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 448.712006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 453.226013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 444.321014
Copyback: 0.021000
Sum: 0.007000
Memcpy Classifiers: 0.062000
Kernel 1: 0.022000
Kernel 2: 460.050995
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 447.085999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 455.144012
Copyback: 0.020000
Sum: 0.006000
Memcpy Classifiers: 0.042000
Kernel 1: 0.020000
Kernel 2: 128.854004
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003999 0.552594 fi:0.607057. Ave ac:0.016431,0.056847
Best acc 0.003999 0.552594
Initialization: 6.845000
Memcpy Classifiers: 0.508000
Memcpy Instances: 7.672000
Kernel 1: 0.024000
Kernel 2: 95.871002
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.006239 accuracy2:0.198761
Initialization: 5.829000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.668000
Kernel 1: 0.023000
Kernel 2: 100.836998
Copyback: 0.022000
Sum: 0.043000
It 0,Best ac:0.009648 0.536232 fi:0.560690. Ave ac:0.011423,0.017486
Initialization: 6.532000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.642000
Kernel 1: 0.022000
Kernel 2: 99.070000
Copyback: 0.018000
Sum: 0.036000
It 1,Best ac:0.007040 0.692308 fi:0.405903. Ave ac:0.011734,0.014563
Initialization: 6.829000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.423000
Kernel 1: 0.022000
Kernel 2: 95.127998
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.004694 0.486486 fi:0.612884. Ave ac:0.012901,0.015067
Initialization: 6.223000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.705000
Kernel 1: 0.022000
Kernel 2: 91.115997
Copyback: 0.018000
Sum: 0.035000
It 3,Best ac:0.003390 0.684211 fi:0.423950. Ave ac:0.010986,0.012171
Initialization: 6.036000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.759000
Kernel 1: 0.022000
Kernel 2: 92.004997
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004433 0.607143 fi:0.492357. Ave ac:0.011360,0.013520
Initialization: 6.637000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.191000
Kernel 1: 0.023000
Kernel 2: 90.373001
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.003390 0.684211 fi:0.423950. Ave ac:0.010743,0.012171
Initialization: 5.812000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.650000
Kernel 1: 0.023000
Kernel 2: 91.550003
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.004954 0.678571 fi:0.420671. Ave ac:0.011095,0.012090
Initialization: 6.047000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.847000
Kernel 1: 0.022000
Kernel 2: 90.300003
Copyback: 0.018000
Sum: 0.036000
It 7,Best ac:0.004691 0.666667 fi:0.432707. Ave ac:0.009523,0.011688
Initialization: 5.788000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.426000
Kernel 1: 0.022000
Kernel 2: 92.738998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.008081 0.659574 fi:0.438121. Ave ac:0.011411,0.013299
Initialization: 6.237000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.666000
Kernel 1: 0.022000
Kernel 2: 92.662003
Copyback: 0.018000
Sum: 0.034000
It 9,Best ac:0.005735 0.666667 fi:0.432189. Ave ac:0.011699,0.014635
Iteration 10:MDL fitness activated
Error 0.432189 TL 0.030424
MDL Theory Length Weight: 4.7352119678 (9)
Initialization: 5.886000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.660000
Kernel 1: 0.023000
Kernel 2: 93.566002
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.004171 0.727273 fi:0.510030. Ave ac:0.008654,0.010842
Initialization: 6.229000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.973000
Kernel 1: 0.022000
Kernel 2: 90.822998
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004692 0.642857 fi:0.596879. Ave ac:0.009325,0.012928
Initialization: 6.297000
Memcpy Classifiers: 0.375000
Memcpy Instances: 8.023000
Kernel 1: 0.022000
Kernel 2: 91.353996
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.003650 0.875000 fi:0.391526. Ave ac:0.012309,0.014495
Initialization: 5.802000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.706000
Kernel 1: 0.023000
Kernel 2: 90.599998
Copyback: 0.018000
Sum: 0.033000
It 13,Best ac:0.005474 0.656250 fi:0.551132. Ave ac:0.011705,0.014355
Initialization: 6.330000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.133000
Kernel 1: 0.021000
Kernel 2: 89.739998
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.005215 0.714286 fi:0.483841. Ave ac:0.012306,0.015159
Initialization: 5.828000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.889000
Kernel 1: 0.023000
Kernel 2: 88.939003
Copyback: 0.018000
Sum: 0.033000
It 15,Best ac:0.003649 0.823529 fi:0.401317. Ave ac:0.009271,0.011895
Initialization: 5.872000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.879000
Kernel 1: 0.022000
Kernel 2: 90.967003
Copyback: 0.371000
Sum: 0.034000
It 16,Best ac:0.003911 0.789474 fi:0.427996. Ave ac:0.009343,0.012524
Initialization: 6.033000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.200000
Kernel 1: 0.022000
Kernel 2: 88.990997
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.003650 0.777778 fi:0.420167. Ave ac:0.007392,0.011654
Initialization: 5.810000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.713000
Kernel 1: 0.023000
Kernel 2: 88.334000
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.004954 0.730769 fi:0.462452. Ave ac:0.008721,0.012986
Initialization: 6.389000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.970000
Kernel 1: 0.023000
Kernel 2: 88.316002
Copyback: 0.018000
Sum: 0.032000
It 19,Best ac:0.002868 0.846154 fi:0.565850. Ave ac:0.008667,0.019450
Initialization: 5.802000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.903000
Kernel 1: 0.022000
Kernel 2: 85.442001
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.003128 0.750000 fi:0.516202. Ave ac:0.012462,0.019035
Initialization: 6.187000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.712000
Kernel 1: 0.022000
Kernel 2: 84.955002
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.005215 0.645161 fi:0.527222. Ave ac:0.008893,0.016778
MDL Theory Length Weight: 4.2616907710 (10)
Initialization: 5.833000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.891000
Kernel 1: 0.023000
Kernel 2: 84.182999
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.004432 0.629630 fi:0.525445. Ave ac:0.015638,0.028046
Initialization: 6.984000
Memcpy Classifiers: 0.305000
Memcpy Instances: 7.694000
Kernel 1: 0.023000
Kernel 2: 81.793999
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.003127 0.705882 fi:0.556505. Ave ac:0.012033,0.029875
Initialization: 6.767000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.683000
Kernel 1: 0.022000
Kernel 2: 84.606003
Copyback: 0.018000
Sum: 0.024000
It 24,Best ac:0.005476 0.583333 fi:0.574002. Ave ac:0.012374,0.028049
Initialization: 6.306000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.779000
Kernel 1: 0.022000
Kernel 2: 85.505997
Copyback: 0.016000
Sum: 0.022000
It 25,Best ac:0.003650 0.666667 fi:0.494969. Ave ac:0.014634,0.029764
Initialization: 5.817000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.901000
Kernel 1: 0.023000
Kernel 2: 80.194000
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.005474 0.656250 fi:0.484662. Ave ac:0.015015,0.028931
Initialization: 5.887000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.059000
Kernel 1: 0.022000
Kernel 2: 80.728996
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.003911 0.750000 fi:0.415700. Ave ac:0.012850,0.026123
Initialization: 5.798000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.099000
Kernel 1: 0.021000
Kernel 2: 80.570000
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.005737 0.628571 fi:0.522286. Ave ac:0.009881,0.020497
Initialization: 6.314000
Memcpy Classifiers: 0.306000
Memcpy Instances: 7.658000
Kernel 1: 0.021000
Kernel 2: 78.085999
Copyback: 0.018000
Sum: 0.023000
It 29,Best ac:0.005996 0.741935 fi:0.411370. Ave ac:0.016686,0.029533
Initialization: 6.165000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.642000
Kernel 1: 0.023000
Kernel 2: 77.992996
Copyback: 0.018000
Sum: 0.026000
It 30,Best ac:0.003129 0.750000 fi:0.488510. Ave ac:0.017172,0.033094
Initialization: 5.797000
Memcpy Classifiers: 0.282000
Memcpy Instances: 9.912000
Kernel 1: 0.022000
Kernel 2: 77.056000
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.004432 0.629630 fi:0.522527. Ave ac:0.013748,0.029001
Initialization: 5.847000
Memcpy Classifiers: 0.294000
Memcpy Instances: 7.865000
Kernel 1: 0.022000
Kernel 2: 75.683998
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.003389 0.722222 fi:0.424953. Ave ac:0.018473,0.035692
Initialization: 6.778000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.653000
Kernel 1: 0.023000
Kernel 2: 73.913002
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.004172 0.761905 fi:0.406563. Ave ac:0.017926,0.034908
Initialization: 29.872999
Memcpy Instances: 399.898010
Memcpy Classifiers: 0.066000
Kernel 1: 0.022000
Kernel 2: 481.946014
Copyback: 0.017000
Sum: 0.015000
Memcpy Classifiers: 0.059000
Kernel 1: 0.017000
Kernel 2: 493.257996
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 489.371002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 494.596985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 512.971985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 486.234009
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 496.622009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 484.282990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 504.566010
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.043000
Kernel 1: 0.014000
Kernel 2: 130.306000
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004854 0.540337 fi:0.613534. Ave ac:0.015009,0.050921
Best acc 0.004854 0.540337
Rule:Att PSSM_-2_9 is [<9.044541]|Att PSSM_-1_14 is [-2.080081,5.581006]|Att PSSM_0_12 is [<-2.634598]|Att PSSM_0_14 is [>-2.478397]|Att PSSM_3_5 is [0.362425,10.716449]|1
Accuracy : 0.782290
0	1	
151696	12384	
38699	31859	
Removed 1388 instances. 190395 Instances left. Acc of rule 0.003999-0.552594
Initialization: 5.852000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.839000
Kernel 1: 0.024000
Kernel 2: 93.936996
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.005853 accuracy2:0.201757
Initialization: 5.941000
Memcpy Classifiers: 0.572000
Memcpy Instances: 7.724000
Kernel 1: 0.022000
Kernel 2: 97.444000
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.012080 0.410714 fi:0.684933. Ave ac:0.010988,0.015864
Initialization: 5.879000
Memcpy Classifiers: 0.768000
Memcpy Instances: 7.604000
Kernel 1: 0.023000
Kernel 2: 97.129997
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.003676 0.560000 fi:0.539851. Ave ac:0.011212,0.013604
Initialization: 6.287000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.649000
Kernel 1: 0.022000
Kernel 2: 97.675003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.013393 0.520408 fi:0.574582. Ave ac:0.011331,0.013289
Initialization: 6.037000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.047000
Kernel 1: 0.022000
Kernel 2: 95.551003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.003151 0.600000 fi:0.560809. Ave ac:0.011413,0.013547
Initialization: 5.801000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.677000
Kernel 1: 0.022000
Kernel 2: 95.144997
Copyback: 0.018000
Sum: 0.028000
It 4,Best ac:0.004202 0.761905 fi:0.337684. Ave ac:0.013579,0.013735
Initialization: 5.802000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.940000
Kernel 1: 0.022000
Kernel 2: 91.171997
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004464 0.586207 fi:0.513250. Ave ac:0.014340,0.015043
Initialization: 5.863000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.275000
Kernel 1: 0.022000
Kernel 2: 85.925003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.003676 0.636364 fi:0.463488. Ave ac:0.011419,0.013442
Initialization: 5.679000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.634000
Kernel 1: 0.023000
Kernel 2: 85.782997
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003414 0.722222 fi:0.377761. Ave ac:0.012203,0.013008
Initialization: 6.211000
Memcpy Classifiers: 0.401000
Memcpy Instances: 7.813000
Kernel 1: 0.021000
Kernel 2: 82.696999
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.004989 0.730769 fi:0.368425. Ave ac:0.011255,0.013722
Initialization: 6.019000
Memcpy Classifiers: 0.472000
Memcpy Instances: 7.632000
Kernel 1: 0.022000
Kernel 2: 82.258003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.003676 0.636364 fi:0.463488. Ave ac:0.009458,0.011751
Iteration 10:MDL fitness activated
Error 0.463488 TL 0.036089
MDL Theory Length Weight: 4.2810051565 (6)
Initialization: 6.929000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.597000
Kernel 1: 0.024000
Kernel 2: 80.591003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006303 0.615385 fi:0.590660. Ave ac:0.009518,0.009402
Initialization: 5.826000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.663000
Kernel 1: 0.024000
Kernel 2: 80.127998
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.005777 0.611111 fi:0.595730. Ave ac:0.009497,0.012134
Initialization: 5.795000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.611000
Kernel 1: 0.023000
Kernel 2: 76.458000
Copyback: 0.018000
Sum: 0.031000
It 12,Best ac:0.003151 0.800000 fi:0.455081. Ave ac:0.010079,0.014328
Initialization: 5.843000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.840000
Kernel 1: 0.022000
Kernel 2: 76.528999
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.003939 0.714286 fi:0.504489. Ave ac:0.012557,0.017325
Initialization: 6.082000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.685000
Kernel 1: 0.022000
Kernel 2: 74.780998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.005252 0.625000 fi:0.587251. Ave ac:0.010893,0.011160
Initialization: 6.163000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.584000
Kernel 1: 0.023000
Kernel 2: 75.445999
Copyback: 0.018000
Sum: 0.031000
It 15,Best ac:0.003152 0.705882 fi:0.550103. Ave ac:0.011232,0.015118
Initialization: 5.723000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.322000
Kernel 1: 0.022000
Kernel 2: 70.838997
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.004202 0.761905 fi:0.437890. Ave ac:0.012496,0.017955
Initialization: 5.773000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.321000
Kernel 1: 0.021000
Kernel 2: 70.238998
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.003676 0.700000 fi:0.446879. Ave ac:0.013926,0.017696
Initialization: 6.668000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.641000
Kernel 1: 0.022000
Kernel 2: 69.469002
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.003939 0.750000 fi:0.419742. Ave ac:0.010652,0.012638
Initialization: 5.917000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.952000
Kernel 1: 0.021000
Kernel 2: 69.470001
Copyback: 0.018000
Sum: 0.022000
It 19,Best ac:0.004989 0.703704 fi:0.481671. Ave ac:0.011192,0.017733
Initialization: 6.331000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.793000
Kernel 1: 0.022000
Kernel 2: 68.168999
Copyback: 0.020000
Sum: 0.021000
It 20,Best ac:0.004202 0.666667 fi:0.511716. Ave ac:0.013188,0.018921
Initialization: 6.556000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.598000
Kernel 1: 0.023000
Kernel 2: 66.901001
Copyback: 0.018000
Sum: 0.022000
It 21,Best ac:0.003414 0.866667 fi:0.303974. Ave ac:0.012331,0.014882
Initialization: 6.617000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.683000
Kernel 1: 0.022000
Kernel 2: 65.394997
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003414 0.650000 fi:0.503331. Ave ac:0.008743,0.010035
Initialization: 6.356000
Memcpy Classifiers: 0.249000
Memcpy Instances: 8.056000
Kernel 1: 0.022000
Kernel 2: 68.073997
Copyback: 0.019000
Sum: 0.027000
It 23,Best ac:0.003415 0.764706 fi:0.381266. Ave ac:0.010824,0.014406
Initialization: 6.229000
Memcpy Classifiers: 0.253000
Memcpy Instances: 8.354000
Kernel 1: 0.021000
Kernel 2: 66.917999
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.003151 0.923077 fi:0.299746. Ave ac:0.009073,0.012884
Initialization: 5.778000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.420000
Kernel 1: 0.021000
Kernel 2: 65.052002
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.003676 0.636364 fi:0.524820. Ave ac:0.008859,0.013459
Initialization: 6.197000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.486000
Kernel 1: 0.021000
Kernel 2: 63.813999
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.002889 0.916667 fi:0.380667. Ave ac:0.013885,0.023256
Initialization: 6.048000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.108000
Kernel 1: 0.022000
Kernel 2: 64.926003
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.003939 0.652174 fi:0.520142. Ave ac:0.009977,0.015187
Initialization: 5.836000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.131000
Kernel 1: 0.023000
Kernel 2: 64.558998
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.003676 0.777778 fi:0.398428. Ave ac:0.007342,0.007932
Initialization: 6.025000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.634000
Kernel 1: 0.023000
Kernel 2: 65.011002
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003939 0.882353 fi:0.285813. Ave ac:0.006924,0.007136
Initialization: 5.829000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.654000
Kernel 1: 0.023000
Kernel 2: 66.001999
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004727 0.562500 fi:0.592128. Ave ac:0.005117,0.007169
Initialization: 5.963000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.710000
Kernel 1: 0.022000
Kernel 2: 64.217003
Copyback: 0.018000
Sum: 0.023000
It 31,Best ac:0.006040 0.605263 fi:0.598442. Ave ac:0.007604,0.011766
Initialization: 5.816000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.792000
Kernel 1: 0.023000
Kernel 2: 64.689003
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.008141 0.543860 fi:0.607176. Ave ac:0.011515,0.022239
Initialization: 5.811000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.256000
Kernel 1: 0.021000
Kernel 2: 64.113998
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004727 0.642857 fi:0.494612. Ave ac:0.016009,0.023584
Initialization: 31.452000
Memcpy Instances: 384.502014
Memcpy Classifiers: 0.093000
Kernel 1: 0.022000
Kernel 2: 455.760010
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.093000
Kernel 1: 0.014000
Kernel 2: 449.854004
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.092000
Kernel 1: 0.015000
Kernel 2: 450.102997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 452.359009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.091000
Kernel 1: 0.014000
Kernel 2: 463.261993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.093000
Kernel 1: 0.014000
Kernel 2: 457.626007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.092000
Kernel 1: 0.014000
Kernel 2: 440.919006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.090000
Kernel 1: 0.014000
Kernel 2: 450.651001
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.098000
Kernel 1: 0.013000
Kernel 2: 445.920013
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004843 0.541398 fi:0.613172. Ave ac:0.011524,0.034638
Best acc 0.004843 0.541398
Initialization: 6.075000
Memcpy Classifiers: 0.595000
Memcpy Instances: 7.712000
Kernel 1: 0.023000
Kernel 2: 93.144997
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005358 accuracy2:0.210479
Initialization: 6.061000
Memcpy Classifiers: 0.560000
Memcpy Instances: 7.662000
Kernel 1: 0.022000
Kernel 2: 96.593002
Copyback: 0.017000
Sum: 0.031000
It 0,Best ac:0.004989 0.527778 fi:0.571417. Ave ac:0.009523,0.013444
Initialization: 6.064000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.645000
Kernel 1: 0.022000
Kernel 2: 98.415001
Copyback: 0.018000
Sum: 0.031000
It 1,Best ac:0.002889 0.647059 fi:0.583683. Ave ac:0.010866,0.013016
Initialization: 6.091000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.813000
Kernel 1: 0.022000
Kernel 2: 96.027000
Copyback: 0.017000
Sum: 0.037000
It 2,Best ac:0.002363 0.818182 fi:0.552425. Ave ac:0.011817,0.012245
Initialization: 6.581000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.590000
Kernel 1: 0.022000
Kernel 2: 92.052002
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.003676 0.518519 fi:0.581333. Ave ac:0.011170,0.011489
Initialization: 6.155000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.609000
Kernel 1: 0.022000
Kernel 2: 89.933998
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.003414 0.650000 fi:0.449983. Ave ac:0.011321,0.012603
Initialization: 6.259000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.897000
Kernel 1: 0.022000
Kernel 2: 90.626999
Copyback: 0.018000
Sum: 0.033000
It 5,Best ac:0.003414 0.619048 fi:0.480935. Ave ac:0.011960,0.014331
Initialization: 5.759000
Memcpy Classifiers: 0.432000
Memcpy Instances: 8.116000
Kernel 1: 0.023000
Kernel 2: 91.650002
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.004202 0.640000 fi:0.459589. Ave ac:0.010946,0.011500
Initialization: 5.758000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.946000
Kernel 1: 0.022000
Kernel 2: 91.218002
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.003414 0.684211 fi:0.415772. Ave ac:0.011574,0.012269
Initialization: 6.342000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.041000
Kernel 1: 0.022000
Kernel 2: 91.295998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003151 0.750000 fi:0.410809. Ave ac:0.009445,0.010788
Initialization: 6.341000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.597000
Kernel 1: 0.023000
Kernel 2: 91.598000
Copyback: 0.018000
Sum: 0.030000
It 9,Best ac:0.004989 0.730769 fi:0.368425. Ave ac:0.008612,0.008073
Iteration 10:MDL fitness activated
Error 0.368425 TL 0.034495
MDL Theory Length Weight: 3.5601500129 (1)
Initialization: 5.833000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.959000
Kernel 1: 0.022000
Kernel 2: 90.195999
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.005252 0.714286 fi:0.514040. Ave ac:0.008216,0.008562
Initialization: 5.839000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.675000
Kernel 1: 0.023000
Kernel 2: 88.887001
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.004989 0.863636 fi:0.347079. Ave ac:0.008483,0.008441
Initialization: 5.814000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.860000
Kernel 1: 0.022000
Kernel 2: 86.578003
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003676 0.823529 fi:0.416289. Ave ac:0.008101,0.009259
Initialization: 6.754000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.150000
Kernel 1: 0.023000
Kernel 2: 85.799004
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.003152 0.750000 fi:0.514710. Ave ac:0.007806,0.007450
Initialization: 5.852000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.301000
Kernel 1: 0.023000
Kernel 2: 84.004997
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.005777 0.687500 fi:0.481297. Ave ac:0.008367,0.007547
Initialization: 5.936000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.622000
Kernel 1: 0.023000
Kernel 2: 83.390999
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.004727 0.720000 fi:0.516721. Ave ac:0.009227,0.009501
Initialization: 5.798000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.861000
Kernel 1: 0.023000
Kernel 2: 82.972000
Copyback: 0.018000
Sum: 0.028000
It 16,Best ac:0.004202 0.761905 fi:0.429919. Ave ac:0.007709,0.007520
Initialization: 5.746000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.668000
Kernel 1: 0.023000
Kernel 2: 80.194000
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.004989 0.826087 fi:0.355026. Ave ac:0.009606,0.008692
Initialization: 5.870000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.781000
Kernel 1: 0.022000
Kernel 2: 78.388000
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.004464 0.809524 fi:0.383132. Ave ac:0.009197,0.010264
Initialization: 5.825000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.873000
Kernel 1: 0.023000
Kernel 2: 76.014999
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.003676 0.736842 fi:0.484019. Ave ac:0.008446,0.008551
Initialization: 6.077000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.248000
Kernel 1: 0.022000
Kernel 2: 74.646004
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.002626 1.000000 fi:0.402305. Ave ac:0.006871,0.006292
MDL Theory Length Weight: 3.2041350116 (10)
Initialization: 6.599000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.225000
Kernel 1: 0.022000
Kernel 2: 72.652000
Copyback: 0.017000
Sum: 0.037000
It 21,Best ac:0.003676 0.736842 fi:0.436344. Ave ac:0.008460,0.007906
Initialization: 6.399000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.004000
Kernel 1: 0.022000
Kernel 2: 74.359001
Copyback: 0.371000
Sum: 0.031000
It 22,Best ac:0.004464 0.739130 fi:0.436958. Ave ac:0.007245,0.006361
Initialization: 6.119000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.293000
Kernel 1: 0.022000
Kernel 2: 74.237999
Copyback: 0.018000
Sum: 0.036000
It 23,Best ac:0.005515 0.807692 fi:0.382068. Ave ac:0.008107,0.008064
Initialization: 6.020000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.613000
Kernel 1: 0.022000
Kernel 2: 74.260002
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.004464 0.739130 fi:0.426287. Ave ac:0.007351,0.006782
Initialization: 6.757000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.594000
Kernel 1: 0.022000
Kernel 2: 75.072998
Copyback: 0.020000
Sum: 0.034000
It 25,Best ac:0.006567 0.757576 fi:0.412573. Ave ac:0.007810,0.007023
Initialization: 6.236000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.616000
Kernel 1: 0.022000
Kernel 2: 74.888000
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.006830 0.764706 fi:0.402636. Ave ac:0.009686,0.008085
Initialization: 6.268000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.713000
Kernel 1: 0.022000
Kernel 2: 75.032997
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.004202 0.695652 fi:0.485087. Ave ac:0.006928,0.007386
Initialization: 6.850000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.860000
Kernel 1: 0.021000
Kernel 2: 73.738998
Copyback: 0.020000
Sum: 0.036000
It 28,Best ac:0.004727 0.666667 fi:0.509331. Ave ac:0.008933,0.008907
Initialization: 6.449000
Memcpy Classifiers: 0.307000
Memcpy Instances: 7.773000
Kernel 1: 0.023000
Kernel 2: 72.296997
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.003414 0.764706 fi:0.411414. Ave ac:0.009385,0.009331
Initialization: 5.850000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.627000
Kernel 1: 0.022000
Kernel 2: 74.196999
Copyback: 0.022000
Sum: 0.035000
It 30,Best ac:0.009194 0.700000 fi:0.456039. Ave ac:0.008200,0.007954
Initialization: 6.203000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.635000
Kernel 1: 0.021000
Kernel 2: 71.737999
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.004464 0.772727 fi:0.402293. Ave ac:0.011028,0.010537
Initialization: 5.984000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.595000
Kernel 1: 0.022000
Kernel 2: 71.147003
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.006040 0.741935 fi:0.407353. Ave ac:0.008762,0.008672
MDL Theory Length Weight: 2.8837215104 (10)
Initialization: 6.019000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.101000
Kernel 1: 0.022000
Kernel 2: 74.056000
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.003152 0.923077 fi:0.305256. Ave ac:0.009409,0.009941
Initialization: 29.667000
Memcpy Instances: 380.576996
Memcpy Classifiers: 0.071000
Kernel 1: 0.023000
Kernel 2: 506.572998
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 506.242004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 496.989014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 516.106018
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 497.872986
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.070000
Kernel 1: 0.022000
Kernel 2: 502.540009
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 511.346985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 497.998993
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 483.816010
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.006140 0.557729 fi:0.593942. Ave ac:0.007457,0.022130
Best acc 0.006140 0.557729
Rule:Att PSSM_0_4 is [<-0.655142]|Att PSSM_0_12 is [<-2.277617]|Att PSSM_1_4 is [-7.956860,-2.539279]|Att PSSM_3_7 is [-4.819211,-1.380780]|Att PSSM_4_12 is [<-1.797622]|1
Accuracy : 0.783322
0	1	
150769	13311	
37530	33028	
Removed 2096 instances. 188299 Instances left. Acc of rule 0.006140-0.557729
Initialization: 6.232000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.506000
Kernel 1: 0.024000
Kernel 2: 92.989998
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.004491 accuracy2:0.195234
Initialization: 5.927000
Memcpy Classifiers: 0.561000
Memcpy Instances: 7.791000
Kernel 1: 0.022000
Kernel 2: 95.638000
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.004514 0.472222 fi:0.627164. Ave ac:0.007887,0.010815
Initialization: 5.765000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.924000
Kernel 1: 0.023000
Kernel 2: 97.314003
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.005575 0.567568 fi:0.531280. Ave ac:0.010669,0.012592
Initialization: 5.736000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.033000
Kernel 1: 0.022000
Kernel 2: 95.203003
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.005045 0.542857 fi:0.556261. Ave ac:0.014269,0.016496
Initialization: 6.217000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.506000
Kernel 1: 0.022000
Kernel 2: 93.959000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.011683 0.478261 fi:0.617472. Ave ac:0.013797,0.015661
Initialization: 5.726000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.996000
Kernel 1: 0.022000
Kernel 2: 90.302002
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.002124 1.000000 fi:0.423406. Ave ac:0.014836,0.017524
Initialization: 6.169000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.519000
Kernel 1: 0.021000
Kernel 2: 89.837997
Copyback: 0.018000
Sum: 0.033000
It 5,Best ac:0.004249 0.800000 fi:0.299524. Ave ac:0.012761,0.012626
Initialization: 6.195000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.994000
Kernel 1: 0.021000
Kernel 2: 87.176003
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.002655 0.833333 fi:0.445924. Ave ac:0.010320,0.012579
Initialization: 6.034000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.524000
Kernel 1: 0.023000
Kernel 2: 87.735001
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003186 0.750000 fi:0.385108. Ave ac:0.010735,0.011502
Initialization: 5.709000
Memcpy Classifiers: 0.404000
Memcpy Instances: 7.507000
Kernel 1: 0.022000
Kernel 2: 87.750000
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004249 0.592593 fi:0.506929. Ave ac:0.009481,0.010679
Initialization: 5.936000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.544000
Kernel 1: 0.023000
Kernel 2: 87.190002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.002922 0.846154 fi:0.359972. Ave ac:0.009646,0.009136
Iteration 10:MDL fitness activated
Error 0.359972 TL 0.030261
MDL Theory Length Weight: 3.9651752530 (5)
Initialization: 6.025000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.685000
Kernel 1: 0.022000
Kernel 2: 84.656998
Copyback: 0.018000
Sum: 0.032000
It 10,Best ac:0.003186 0.800000 fi:0.500764. Ave ac:0.008038,0.007490
Initialization: 5.732000
Memcpy Classifiers: 0.466000
Memcpy Instances: 7.702000
Kernel 1: 0.022000
Kernel 2: 83.478996
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.004780 0.720000 fi:0.471794. Ave ac:0.009276,0.009405
Initialization: 5.749000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.507000
Kernel 1: 0.024000
Kernel 2: 82.845001
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.003717 0.736842 fi:0.483771. Ave ac:0.007438,0.008184
Initialization: 6.222000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.797000
Kernel 1: 0.022000
Kernel 2: 81.591003
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.003983 0.652174 fi:0.570830. Ave ac:0.009548,0.009814
Initialization: 5.682000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.723000
Kernel 1: 0.022000
Kernel 2: 85.079002
Copyback: 0.018000
Sum: 0.028000
It 14,Best ac:0.009291 0.614035 fi:0.575490. Ave ac:0.009182,0.010083
Initialization: 5.910000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.768000
Kernel 1: 0.022000
Kernel 2: 79.917999
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.004249 0.695652 fi:0.517053. Ave ac:0.008870,0.009491
Initialization: 5.783000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.493000
Kernel 1: 0.023000
Kernel 2: 84.785004
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003983 0.714286 fi:0.490596. Ave ac:0.009385,0.010052
Initialization: 5.798000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.910000
Kernel 1: 0.021000
Kernel 2: 80.735001
Copyback: 0.018000
Sum: 0.032000
It 17,Best ac:0.004514 0.680000 fi:0.528064. Ave ac:0.009139,0.008914
Initialization: 5.705000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.931000
Kernel 1: 0.022000
Kernel 2: 85.271004
Copyback: 0.018000
Sum: 0.030000
It 18,Best ac:0.003187 0.800000 fi:0.476864. Ave ac:0.010628,0.010075
Initialization: 6.115000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.507000
Kernel 1: 0.023000
Kernel 2: 81.198997
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.003717 0.736842 fi:0.480645. Ave ac:0.009710,0.010476
Initialization: 6.663000
Memcpy Classifiers: 0.354000
Memcpy Instances: 7.826000
Kernel 1: 0.022000
Kernel 2: 82.191002
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.005045 0.791667 fi:0.362763. Ave ac:0.010156,0.010913
Initialization: 6.142000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.511000
Kernel 1: 0.023000
Kernel 2: 79.331001
Copyback: 0.018000
Sum: 0.033000
It 21,Best ac:0.005044 0.703704 fi:0.468980. Ave ac:0.011217,0.014054
Initialization: 6.008000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.778000
Kernel 1: 0.022000
Kernel 2: 79.666000
Copyback: 0.020000
Sum: 0.038000
It 22,Best ac:0.004778 0.720000 fi:0.447529. Ave ac:0.008949,0.009704
Initialization: 6.545000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.487000
Kernel 1: 0.023000
Kernel 2: 79.619003
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.003186 0.857143 fi:0.348749. Ave ac:0.009844,0.010459
Initialization: 5.765000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.901000
Kernel 1: 0.021000
Kernel 2: 81.612000
Copyback: 0.018000
Sum: 0.032000
It 24,Best ac:0.004780 0.692308 fi:0.496700. Ave ac:0.009909,0.009861
Initialization: 5.960000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.489000
Kernel 1: 0.024000
Kernel 2: 83.177002
Copyback: 0.018000
Sum: 0.032000
It 25,Best ac:0.004249 0.842105 fi:0.380760. Ave ac:0.007695,0.007933
Initialization: 5.981000
Memcpy Classifiers: 0.293000
Memcpy Instances: 7.552000
Kernel 1: 0.022000
Kernel 2: 81.545998
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.003983 0.681818 fi:0.488080. Ave ac:0.006104,0.008548
Initialization: 5.729000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.259000
Kernel 1: 0.022000
Kernel 2: 79.314003
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.003716 0.777778 fi:0.438620. Ave ac:0.008885,0.010192
Initialization: 5.696000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.750000
Kernel 1: 0.022000
Kernel 2: 77.679001
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.003717 0.875000 fi:0.367704. Ave ac:0.008511,0.009283
Initialization: 5.826000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.748000
Kernel 1: 0.021000
Kernel 2: 78.818001
Copyback: 0.018000
Sum: 0.033000
It 29,Best ac:0.005843 0.733333 fi:0.429825. Ave ac:0.006246,0.007971
Initialization: 6.428000
Memcpy Classifiers: 0.372000
Memcpy Instances: 7.509000
Kernel 1: 0.023000
Kernel 2: 76.444000
Copyback: 0.034000
Sum: 0.030000
It 30,Best ac:0.004781 0.818182 fi:0.373085. Ave ac:0.009683,0.012194
Initialization: 5.751000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.571000
Kernel 1: 0.023000
Kernel 2: 74.986000
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.004514 0.809524 fi:0.367394. Ave ac:0.006087,0.008588
Initialization: 5.765000
Memcpy Classifiers: 0.372000
Memcpy Instances: 7.496000
Kernel 1: 0.022000
Kernel 2: 75.521004
Copyback: 0.018000
Sum: 0.038000
It 32,Best ac:0.003983 0.882353 fi:0.298291. Ave ac:0.007569,0.009025
Initialization: 5.719000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.686000
Kernel 1: 0.022000
Kernel 2: 76.859001
Copyback: 0.018000
Sum: 0.030000
It 33,Best ac:0.004514 0.850000 fi:0.324635. Ave ac:0.007832,0.010038
Initialization: 29.969000
Memcpy Instances: 380.687988
Memcpy Classifiers: 0.076000
Kernel 1: 0.022000
Kernel 2: 546.046997
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 540.156982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 538.596008
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 555.330994
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.073000
Kernel 1: 0.016000
Kernel 2: 533.380005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 545.085022
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 545.747009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 522.786011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 461.631989
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003473 0.571678 fi:0.603487. Ave ac:0.006549,0.019455
Best acc 0.003473 0.571678
Initialization: 5.693000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.924000
Kernel 1: 0.023000
Kernel 2: 94.639000
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.004924 accuracy2:0.201852
Initialization: 6.209000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.538000
Kernel 1: 0.023000
Kernel 2: 99.635002
Copyback: 0.018000
Sum: 0.046000
It 0,Best ac:0.004781 0.545455 fi:0.553796. Ave ac:0.008842,0.012101
Initialization: 5.732000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.523000
Kernel 1: 0.023000
Kernel 2: 98.672997
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.005311 0.487805 fi:0.611178. Ave ac:0.011353,0.014485
Initialization: 5.751000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.663000
Kernel 1: 0.023000
Kernel 2: 104.043999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.003717 0.608696 fi:0.491097. Ave ac:0.012205,0.013437
Initialization: 6.070000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.045000
Kernel 1: 0.022000
Kernel 2: 105.507004
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.003187 0.600000 fi:0.533955. Ave ac:0.009785,0.011550
Initialization: 6.067000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.534000
Kernel 1: 0.022000
Kernel 2: 105.708000
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.004514 0.629630 fi:0.469756. Ave ac:0.009500,0.010845
Initialization: 5.758000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.659000
Kernel 1: 0.023000
Kernel 2: 103.741997
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003717 0.636364 fi:0.463432. Ave ac:0.009118,0.010662
Initialization: 6.032000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.266000
Kernel 1: 0.022000
Kernel 2: 104.288002
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.005576 0.807692 fi:0.291155. Ave ac:0.008063,0.011014
Initialization: 6.149000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.724000
Kernel 1: 0.022000
Kernel 2: 98.487000
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.007435 0.651163 fi:0.446737. Ave ac:0.007546,0.009527
Initialization: 5.676000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.745000
Kernel 1: 0.022000
Kernel 2: 97.620003
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.006373 0.666667 fi:0.431774. Ave ac:0.007079,0.008230
Initialization: 6.158000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.526000
Kernel 1: 0.022000
Kernel 2: 95.699997
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.002655 0.833333 fi:0.445924. Ave ac:0.006422,0.010366
Iteration 10:MDL fitness activated
Error 0.445924 TL 0.022069
MDL Theory Length Weight: 6.7353825820 (4)
Initialization: 5.844000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.744000
Kernel 1: 0.023000
Kernel 2: 93.438004
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.004249 0.640000 fi:0.572805. Ave ac:0.007328,0.011000
Initialization: 5.894000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.363000
Kernel 1: 0.022000
Kernel 2: 93.813004
Copyback: 0.017000
Sum: 0.040000
It 11,Best ac:0.003983 0.750000 fi:0.503202. Ave ac:0.012260,0.017022
Initialization: 6.132000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.541000
Kernel 1: 0.022000
Kernel 2: 88.972000
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.002390 0.900000 fi:0.619899. Ave ac:0.008855,0.013657
Initialization: 6.150000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.529000
Kernel 1: 0.021000
Kernel 2: 88.973999
Copyback: 0.018000
Sum: 0.035000
It 13,Best ac:0.005576 0.677419 fi:0.518460. Ave ac:0.009907,0.014386
Initialization: 6.196000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.905000
Kernel 1: 0.022000
Kernel 2: 86.516998
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.003983 0.789474 fi:0.449566. Ave ac:0.011663,0.017186
Initialization: 6.073000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.531000
Kernel 1: 0.022000
Kernel 2: 85.134003
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.004250 0.695652 fi:0.530488. Ave ac:0.011186,0.018960
Initialization: 6.096000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.524000
Kernel 1: 0.023000
Kernel 2: 82.888000
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.003716 0.636364 fi:0.530239. Ave ac:0.011932,0.018383
Initialization: 6.264000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.542000
Kernel 1: 0.023000
Kernel 2: 80.973000
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.006107 0.718750 fi:0.474152. Ave ac:0.012345,0.020024
Initialization: 5.787000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.560000
Kernel 1: 0.022000
Kernel 2: 81.458000
Copyback: 0.018000
Sum: 0.022000
It 18,Best ac:0.003451 0.722222 fi:0.514025. Ave ac:0.013034,0.021730
Initialization: 6.204000
Memcpy Classifiers: 0.736000
Memcpy Instances: 7.500000
Kernel 1: 0.023000
Kernel 2: 80.358002
Copyback: 0.017000
Sum: 0.020000
It 19,Best ac:0.003452 0.764706 fi:0.456102. Ave ac:0.011982,0.021681
Initialization: 5.930000
Memcpy Classifiers: 0.501000
Memcpy Instances: 7.559000
Kernel 1: 0.022000
Kernel 2: 80.335999
Copyback: 0.018000
Sum: 0.021000
It 20,Best ac:0.003717 0.777778 fi:0.427250. Ave ac:0.012688,0.021988
Initialization: 5.770000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.997000
Kernel 1: 0.022000
Kernel 2: 75.351997
Copyback: 0.018000
Sum: 0.022000
It 21,Best ac:0.003717 0.636364 fi:0.556235. Ave ac:0.014421,0.027530
Initialization: 6.478000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.706000
Kernel 1: 0.021000
Kernel 2: 73.514999
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003186 0.705882 fi:0.537519. Ave ac:0.016563,0.027443
Initialization: 5.797000
Memcpy Classifiers: 0.289000
Memcpy Instances: 7.756000
Kernel 1: 0.023000
Kernel 2: 73.278999
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004249 0.571429 fi:0.593807. Ave ac:0.017500,0.027808
Initialization: 5.784000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.514000
Kernel 1: 0.024000
Kernel 2: 71.285004
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.003452 0.650000 fi:0.515643. Ave ac:0.022501,0.038076
Initialization: 5.810000
Memcpy Classifiers: 0.248000
Memcpy Instances: 7.599000
Kernel 1: 0.022000
Kernel 2: 70.372002
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.003452 0.684211 fi:0.475638. Ave ac:0.021557,0.036428
Initialization: 5.846000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.714000
Kernel 1: 0.022000
Kernel 2: 68.842003
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.005309 0.625000 fi:0.569298. Ave ac:0.020505,0.038068
Initialization: 5.905000
Memcpy Classifiers: 0.217000
Memcpy Instances: 7.816000
Kernel 1: 0.022000
Kernel 2: 70.332001
Copyback: 0.017000
Sum: 0.026000
It 27,Best ac:0.003452 0.684211 fi:0.501726. Ave ac:0.023249,0.040709
Initialization: 6.714000
Memcpy Classifiers: 0.230000
Memcpy Instances: 8.177000
Kernel 1: 0.021000
Kernel 2: 67.892998
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.012218 0.647887 fi:0.506994. Ave ac:0.027497,0.047158
Initialization: 5.788000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.488000
Kernel 1: 0.024000
Kernel 2: 68.084000
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.006375 0.685714 fi:0.505528. Ave ac:0.022948,0.037366
MDL Theory Length Weight: 6.0618443238 (10)
Initialization: 6.407000
Memcpy Classifiers: 0.206000
Memcpy Instances: 8.727000
Kernel 1: 0.022000
Kernel 2: 70.873001
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.003984 0.714286 fi:0.439298. Ave ac:0.021048,0.037576
Initialization: 5.949000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.506000
Kernel 1: 0.023000
Kernel 2: 69.313004
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.005840 0.666667 fi:0.505628. Ave ac:0.023389,0.039168
Initialization: 6.027000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.519000
Kernel 1: 0.022000
Kernel 2: 69.232002
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.005578 0.807692 fi:0.368556. Ave ac:0.019151,0.029469
Initialization: 5.734000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.883000
Kernel 1: 0.022000
Kernel 2: 69.515999
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.003717 0.736842 fi:0.485636. Ave ac:0.017169,0.029618
Initialization: 29.771000
Memcpy Instances: 380.842010
Memcpy Classifiers: 0.064000
Kernel 1: 0.024000
Kernel 2: 508.191010
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 517.341003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 515.054016
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 518.284973
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 515.221985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 518.142029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 510.677002
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 530.619995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 425.635010
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.051843 0.480295 fi:0.659970. Ave ac:0.013099,0.041668
Best acc 0.051843 0.480295
Rule:Att PSSM_-3_12 is [-5.678545,-1.520960]|Att PSSM_-2_15 is [<2.798777]|Att PSSM_-1_5 is [<6.486335]|Att PSSM_0_1 is [>3.745181]|Att PSSM_0_4 is [<-2.645714]|Att PSSM_0_7 is [<-1.003714]|1
Accuracy : 0.784020
0	1	
150279	13801	
36876	33682	
Removed 1144 instances. 187155 Instances left. Acc of rule 0.003473-0.571678
Initialization: 5.933000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.628000
Kernel 1: 0.024000
Kernel 2: 93.540001
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.005476 accuracy2:0.197857
Initialization: 6.373000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.352000
Kernel 1: 0.022000
Kernel 2: 96.898003
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.004009 0.454545 fi:0.645076. Ave ac:0.010229,0.013171
Initialization: 5.713000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.463000
Kernel 1: 0.022000
Kernel 2: 98.058998
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.005343 0.571429 fi:0.527506. Ave ac:0.011077,0.011928
Initialization: 5.761000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.499000
Kernel 1: 0.022000
Kernel 2: 95.389000
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.005610 0.656250 fi:0.442547. Ave ac:0.009653,0.010905
Initialization: 5.890000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.941000
Kernel 1: 0.022000
Kernel 2: 94.130997
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.005076 0.527778 fi:0.571295. Ave ac:0.008906,0.010152
Initialization: 5.921000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.455000
Kernel 1: 0.022000
Kernel 2: 94.533997
Copyback: 0.018000
Sum: 0.034000
It 4,Best ac:0.003206 0.545455 fi:0.573224. Ave ac:0.008992,0.009836
Initialization: 5.837000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.482000
Kernel 1: 0.021000
Kernel 2: 95.545998
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.006681 0.581395 fi:0.516846. Ave ac:0.008293,0.009100
Initialization: 6.243000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.141000
Kernel 1: 0.022000
Kernel 2: 95.392998
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.004007 0.555556 fi:0.544068. Ave ac:0.008992,0.010027
Initialization: 6.095000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.483000
Kernel 1: 0.022000
Kernel 2: 95.613998
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.004274 0.727273 fi:0.372213. Ave ac:0.007332,0.007539
Initialization: 6.224000
Memcpy Classifiers: 0.458000
Memcpy Instances: 7.516000
Kernel 1: 0.023000
Kernel 2: 95.494003
Copyback: 0.018000
Sum: 0.034000
It 8,Best ac:0.004809 0.545455 fi:0.553753. Ave ac:0.006728,0.006758
Initialization: 5.759000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.847000
Kernel 1: 0.022000
Kernel 2: 96.299004
Copyback: 0.018000
Sum: 0.037000
It 9,Best ac:0.004007 0.714286 fi:0.385338. Ave ac:0.007843,0.007228
Iteration 10:MDL fitness activated
Error 0.385338 TL 0.037689
MDL Theory Length Weight: 3.4080111371 (3)
Initialization: 5.858000
Memcpy Classifiers: 0.406000
Memcpy Instances: 7.879000
Kernel 1: 0.021000
Kernel 2: 96.004997
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.004007 0.681818 fi:0.549645. Ave ac:0.006621,0.006498
Initialization: 7.221000
Memcpy Classifiers: 0.419000
Memcpy Instances: 7.895000
Kernel 1: 0.022000
Kernel 2: 92.694000
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.002938 0.846154 fi:0.449729. Ave ac:0.007951,0.008104
Initialization: 5.715000
Memcpy Classifiers: 0.465000
Memcpy Instances: 7.870000
Kernel 1: 0.021000
Kernel 2: 95.814003
Copyback: 0.018000
Sum: 0.034000
It 12,Best ac:0.004809 0.562500 fi:0.639434. Ave ac:0.007705,0.008298
Initialization: 5.922000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.826000
Kernel 1: 0.023000
Kernel 2: 92.396004
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.003741 0.777778 fi:0.467157. Ave ac:0.009923,0.009951
Initialization: 5.711000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.732000
Kernel 1: 0.022000
Kernel 2: 92.767998
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.003739 0.736842 fi:0.460704. Ave ac:0.007853,0.008354
Initialization: 5.832000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.838000
Kernel 1: 0.022000
Kernel 2: 89.882004
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004808 0.642857 fi:0.578814. Ave ac:0.009299,0.010498
Initialization: 5.958000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.692000
Kernel 1: 0.023000
Kernel 2: 91.780998
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004007 0.789474 fi:0.455323. Ave ac:0.011596,0.011697
Initialization: 7.248000
Memcpy Classifiers: 0.383000
Memcpy Instances: 7.459000
Kernel 1: 0.022000
Kernel 2: 92.359001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.003473 0.812500 fi:0.372149. Ave ac:0.010770,0.010090
Initialization: 5.773000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.723000
Kernel 1: 0.022000
Kernel 2: 89.755997
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.003473 0.684211 fi:0.515729. Ave ac:0.008705,0.011792
Initialization: 5.661000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.677000
Kernel 1: 0.022000
Kernel 2: 91.056000
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004543 0.739130 fi:0.454002. Ave ac:0.008798,0.009011
Initialization: 6.217000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.713000
Kernel 1: 0.022000
Kernel 2: 94.093002
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.003206 0.600000 fi:0.588482. Ave ac:0.006561,0.007047
Initialization: 5.706000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.154000
Kernel 1: 0.021000
Kernel 2: 93.858002
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.004541 0.629630 fi:0.546541. Ave ac:0.007361,0.007642
Initialization: 5.669000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.909000
Kernel 1: 0.022000
Kernel 2: 90.835999
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.004006 0.600000 fi:0.600820. Ave ac:0.006745,0.008098
Initialization: 5.755000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.279000
Kernel 1: 0.022000
Kernel 2: 90.637001
Copyback: 0.018000
Sum: 0.035000
It 23,Best ac:0.003207 0.800000 fi:0.382340. Ave ac:0.010238,0.012396
Initialization: 6.113000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.513000
Kernel 1: 0.023000
Kernel 2: 84.676003
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.006412 0.727273 fi:0.426647. Ave ac:0.007628,0.006990
Initialization: 6.154000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.718000
Kernel 1: 0.022000
Kernel 2: 85.568001
Copyback: 0.017000
Sum: 0.038000
It 25,Best ac:0.004275 0.727273 fi:0.464434. Ave ac:0.008498,0.010981
Initialization: 5.704000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.091000
Kernel 1: 0.022000
Kernel 2: 85.567001
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.004542 0.708333 fi:0.475779. Ave ac:0.008205,0.009975
MDL Theory Length Weight: 3.0672100234 (10)
Initialization: 5.670000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.454000
Kernel 1: 0.024000
Kernel 2: 81.996002
Copyback: 0.018000
Sum: 0.035000
It 27,Best ac:0.003472 0.684211 fi:0.483499. Ave ac:0.006670,0.007305
Initialization: 6.104000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.513000
Kernel 1: 0.023000
Kernel 2: 83.434998
Copyback: 0.018000
Sum: 0.031000
It 28,Best ac:0.004809 0.782609 fi:0.371865. Ave ac:0.009040,0.010676
Initialization: 5.973000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.387000
Kernel 1: 0.297000
Kernel 2: 83.189003
Copyback: 0.017000
Sum: 0.036000
It 29,Best ac:0.004007 0.789474 fi:0.386424. Ave ac:0.008400,0.009500
Initialization: 5.787000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.195000
Kernel 1: 0.022000
Kernel 2: 82.811996
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.003206 0.750000 fi:0.445601. Ave ac:0.009305,0.009509
Initialization: 5.881000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.968000
Kernel 1: 0.021000
Kernel 2: 83.794998
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.003741 0.823529 fi:0.355107. Ave ac:0.009022,0.010117
Initialization: 5.639000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.734000
Kernel 1: 0.022000
Kernel 2: 82.253998
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.003740 0.777778 fi:0.413061. Ave ac:0.007448,0.009608
Initialization: 5.702000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.615000
Kernel 1: 0.023000
Kernel 2: 82.466003
Copyback: 0.018000
Sum: 0.033000
It 33,Best ac:0.002672 0.833333 fi:0.484544. Ave ac:0.008750,0.011657
Initialization: 30.555000
Memcpy Instances: 372.635986
Memcpy Classifiers: 0.071000
Kernel 1: 0.022000
Kernel 2: 567.398010
Copyback: 0.023000
Sum: 0.017000
Memcpy Classifiers: 0.072000
Kernel 1: 0.022000
Kernel 2: 592.286011
Copyback: 0.363000
Sum: 0.007000
Memcpy Classifiers: 0.072000
Kernel 1: 0.021000
Kernel 2: 610.080994
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.071000
Kernel 1: 0.021000
Kernel 2: 555.981995
Copyback: 0.021000
Sum: 0.008000
Memcpy Classifiers: 0.071000
Kernel 1: 0.020000
Kernel 2: 583.395996
Copyback: 0.020000
Sum: 0.022000
Memcpy Classifiers: 0.072000
Kernel 1: 0.018000
Kernel 2: 562.927979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 573.349976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 586.796997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 423.997009
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003890 0.515216 fi:0.639730. Ave ac:0.008712,0.024964
Best acc 0.003890 0.515216
Initialization: 5.743000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.898000
Kernel 1: 0.025000
Kernel 2: 92.070000
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005754 accuracy2:0.206016
Initialization: 5.832000
Memcpy Classifiers: 0.811000
Memcpy Instances: 7.960000
Kernel 1: 0.022000
Kernel 2: 96.185997
Copyback: 0.018000
Sum: 0.052000
It 0,Best ac:0.003205 0.571429 fi:0.548445. Ave ac:0.010004,0.012771
Initialization: 5.737000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.994000
Kernel 1: 0.022000
Kernel 2: 94.915001
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.003474 0.590909 fi:0.508988. Ave ac:0.011057,0.013770
Initialization: 5.710000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.921000
Kernel 1: 0.047000
Kernel 2: 93.140999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.003472 0.650000 fi:0.449900. Ave ac:0.011844,0.015265
Initialization: 6.155000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.557000
Kernel 1: 0.022000
Kernel 2: 89.565002
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.005075 0.633333 fi:0.465739. Ave ac:0.011546,0.015461
Initialization: 6.276000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.936000
Kernel 1: 0.022000
Kernel 2: 88.334999
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003473 0.650000 fi:0.449900. Ave ac:0.010305,0.014318
Initialization: 5.863000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.647000
Kernel 1: 0.021000
Kernel 2: 87.160004
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003473 0.541667 fi:0.558230. Ave ac:0.009363,0.012799
Initialization: 5.702000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.634000
Kernel 1: 0.022000
Kernel 2: 87.469002
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.004009 0.600000 fi:0.499621. Ave ac:0.009858,0.011306
Initialization: 6.039000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.486000
Kernel 1: 0.022000
Kernel 2: 89.392998
Copyback: 0.020000
Sum: 0.032000
It 7,Best ac:0.003473 0.684211 fi:0.415689. Ave ac:0.009485,0.010535
Initialization: 5.729000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.677000
Kernel 1: 0.022000
Kernel 2: 91.953003
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.006146 0.718750 fi:0.379767. Ave ac:0.008722,0.009766
Initialization: 5.989000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.450000
Kernel 1: 0.023000
Kernel 2: 90.905998
Copyback: 0.017000
Sum: 0.038000
It 9,Best ac:0.006679 0.833333 fi:0.264908. Ave ac:0.008642,0.009068
Iteration 10:MDL fitness activated
Error 0.264908 TL 0.027214
MDL Theory Length Weight: 3.2448104937 (1)
Initialization: 5.980000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.455000
Kernel 1: 0.023000
Kernel 2: 98.130997
Copyback: 0.024000
Sum: 0.037000
It 10,Best ac:0.003206 0.800000 fi:0.434380. Ave ac:0.007165,0.006070
Initialization: 5.963000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.451000
Kernel 1: 0.022000
Kernel 2: 88.467003
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003473 0.722222 fi:0.481514. Ave ac:0.007748,0.006901
Initialization: 5.766000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.647000
Kernel 1: 0.021000
Kernel 2: 86.059998
Copyback: 0.018000
Sum: 0.037000
It 12,Best ac:0.003473 0.650000 fi:0.544196. Ave ac:0.006684,0.006754
Initialization: 5.850000
Memcpy Classifiers: 0.544000
Memcpy Instances: 7.452000
Kernel 1: 0.022000
Kernel 2: 86.167000
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.004808 0.666667 fi:0.526486. Ave ac:0.009034,0.007864
Initialization: 5.965000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.320000
Kernel 1: 0.020000
Kernel 2: 86.644997
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.003740 0.700000 fi:0.470847. Ave ac:0.009071,0.009510
Initialization: 6.165000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.466000
Kernel 1: 0.021000
Kernel 2: 84.997002
Copyback: 0.018000
Sum: 0.034000
It 15,Best ac:0.003472 0.684211 fi:0.475034. Ave ac:0.010218,0.009634
Initialization: 6.138000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.463000
Kernel 1: 0.021000
Kernel 2: 82.843002
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.003741 0.666667 fi:0.500902. Ave ac:0.010824,0.010602
Initialization: 6.125000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.471000
Kernel 1: 0.022000
Kernel 2: 81.196999
Copyback: 0.022000
Sum: 0.035000
It 17,Best ac:0.005345 0.714286 fi:0.437829. Ave ac:0.009684,0.008739
Initialization: 5.778000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.753000
Kernel 1: 0.021000
Kernel 2: 80.148003
Copyback: 0.018000
Sum: 0.034000
It 18,Best ac:0.007215 0.729730 fi:0.443614. Ave ac:0.010895,0.010445
Initialization: 6.678000
Memcpy Classifiers: 0.343000
Memcpy Instances: 7.467000
Kernel 1: 0.023000
Kernel 2: 79.264999
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.004808 0.692308 fi:0.500486. Ave ac:0.008482,0.007037
MDL Theory Length Weight: 2.9203294444 (11)
Initialization: 5.928000
Memcpy Classifiers: 0.547000
Memcpy Instances: 9.007000
Kernel 1: 0.022000
Kernel 2: 80.045998
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.003739 0.823529 fi:0.359578. Ave ac:0.007722,0.006726
Initialization: 5.901000
Memcpy Classifiers: 0.421000
Memcpy Instances: 7.446000
Kernel 1: 0.022000
Kernel 2: 80.550003
Copyback: 0.018000
Sum: 0.034000
It 21,Best ac:0.002940 0.785714 fi:0.472804. Ave ac:0.006307,0.008042
Initialization: 6.176000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.719000
Kernel 1: 0.021000
Kernel 2: 81.665001
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.006946 0.722222 fi:0.435855. Ave ac:0.007233,0.008300
Initialization: 5.715000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.707000
Kernel 1: 0.022000
Kernel 2: 81.510002
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.006944 0.634146 fi:0.499910. Ave ac:0.010018,0.009370
Initialization: 5.715000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.187000
Kernel 1: 0.022000
Kernel 2: 83.453003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.004007 0.750000 fi:0.419640. Ave ac:0.008719,0.007908
Initialization: 5.771000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.447000
Kernel 1: 0.023000
Kernel 2: 80.877998
Copyback: 0.018000
Sum: 0.028000
It 25,Best ac:0.003206 0.800000 fi:0.381216. Ave ac:0.006449,0.005694
Initialization: 6.434000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.754000
Kernel 1: 0.022000
Kernel 2: 81.908997
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.004541 0.680000 fi:0.482885. Ave ac:0.008040,0.008372
Initialization: 5.770000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.501000
Kernel 1: 0.023000
Kernel 2: 80.239998
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.003472 0.812500 fi:0.339355. Ave ac:0.006057,0.006474
Initialization: 5.675000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.612000
Kernel 1: 0.022000
Kernel 2: 84.052002
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.004809 0.692308 fi:0.482324. Ave ac:0.006029,0.006144
Initialization: 6.220000
Memcpy Classifiers: 0.569000
Memcpy Instances: 7.501000
Kernel 1: 0.022000
Kernel 2: 81.827003
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.002938 0.846154 fi:0.423600. Ave ac:0.007169,0.006399
Initialization: 6.094000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.491000
Kernel 1: 0.022000
Kernel 2: 87.554001
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.004007 0.576923 fi:0.571460. Ave ac:0.006111,0.005635
Initialization: 5.877000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.860000
Kernel 1: 0.022000
Kernel 2: 83.467003
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.003474 0.619048 fi:0.533066. Ave ac:0.007693,0.008093
Initialization: 5.942000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.507000
Kernel 1: 0.023000
Kernel 2: 82.908997
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.005612 0.677419 fi:0.496798. Ave ac:0.006888,0.006086
Initialization: 6.193000
Memcpy Classifiers: 0.370000
Memcpy Instances: 7.450000
Kernel 1: 0.023000
Kernel 2: 82.901001
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.003206 0.857143 fi:0.315174. Ave ac:0.007422,0.007120
Initialization: 30.725000
Memcpy Instances: 386.303986
Memcpy Classifiers: 0.075000
Kernel 1: 0.021000
Kernel 2: 567.867981
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 581.932983
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.074000
Kernel 1: 0.016000
Kernel 2: 593.335022
Copyback: 0.015000
Sum: 0.004000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 576.515015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 571.348999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 583.916016
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 588.280029
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 594.721008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 423.479004
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004852 0.514156 fi:0.633792. Ave ac:0.007729,0.022328
Best acc 0.004852 0.514156
Rule:Att PSSM_-4_19 is [>-3.799403]|Att PSSM_-3_4 is [-5.545636,-0.454364]|Att PSSM_-1_12 is [<0.026342]|Att PSSM_-1_14 is [>-5.863644]|Att PSSM_0_4 is [-6.557301,6.586066]|Att PSSM_0_7 is [-5.443275,-3.255431]|Att PSSM_0_20 is [-3.473435,6.366738]|Att PSSM_4_19 is [-1.899119,7.610108]|1
Accuracy : 0.784204
0	1	
149594	14486	
36148	34410	
Removed 1413 instances. 185742 Instances left. Acc of rule 0.003890-0.515216
Initialization: 5.646000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.604000
Kernel 1: 0.023000
Kernel 2: 92.692001
Copyback: 0.019000
Sum: 0.046000
Initial population average accuracy1:0.005385 accuracy2:0.194949
Initialization: 5.716000
Memcpy Classifiers: 0.759000
Memcpy Instances: 7.463000
Kernel 1: 0.022000
Kernel 2: 97.616997
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.004576 0.447368 fi:0.651931. Ave ac:0.009647,0.013107
Initialization: 6.161000
Memcpy Classifiers: 0.965000
Memcpy Instances: 7.679000
Kernel 1: 0.023000
Kernel 2: 99.376999
Copyback: 0.016000
Sum: 0.034000
It 1,Best ac:0.003769 0.437500 fi:0.662222. Ave ac:0.012216,0.013840
Initialization: 5.756000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.401000
Kernel 1: 0.023000
Kernel 2: 98.726997
Copyback: 0.018000
Sum: 0.034000
It 2,Best ac:0.004307 0.457143 fi:0.642298. Ave ac:0.012416,0.015454
Initialization: 5.747000
Memcpy Classifiers: 0.673000
Memcpy Instances: 7.426000
Kernel 1: 0.023000
Kernel 2: 101.849998
Copyback: 0.018000
Sum: 0.038000
It 3,Best ac:0.002962 0.785714 fi:0.390764. Ave ac:0.011990,0.014328
Initialization: 6.176000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.393000
Kernel 1: 0.023000
Kernel 2: 95.223000
Copyback: 0.018000
Sum: 0.035000
It 4,Best ac:0.004038 0.681818 fi:0.417763. Ave ac:0.011129,0.013097
Initialization: 6.027000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.487000
Kernel 1: 0.022000
Kernel 2: 95.004997
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.003230 0.571429 fi:0.530185. Ave ac:0.008329,0.009497
Initialization: 6.491000
Memcpy Classifiers: 0.734000
Memcpy Instances: 7.442000
Kernel 1: 0.022000
Kernel 2: 95.477997
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.003769 0.666667 fi:0.433055. Ave ac:0.008015,0.009262
Initialization: 5.633000
Memcpy Classifiers: 0.442000
Memcpy Instances: 7.380000
Kernel 1: 0.064000
Kernel 2: 93.639999
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.002153 1.000000 fi:0.401075. Ave ac:0.010795,0.011536
Initialization: 5.710000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.703000
Kernel 1: 0.021000
Kernel 2: 92.697998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003769 0.700000 fi:0.399722. Ave ac:0.009175,0.010567
Initialization: 6.553000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.737000
Kernel 1: 0.021000
Kernel 2: 94.043999
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.005114 0.678571 fi:0.420447. Ave ac:0.007769,0.010418
Iteration 10:MDL fitness activated
Error 0.420447 TL 0.027545
MDL Theory Length Weight: 5.0880854809 (7)
Initialization: 5.667000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.707000
Kernel 1: 0.022000
Kernel 2: 93.848999
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006999 0.634146 fi:0.567252. Ave ac:0.007518,0.008808
Initialization: 5.728000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.629000
Kernel 1: 0.023000
Kernel 2: 90.160004
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.003769 0.666667 fi:0.484932. Ave ac:0.012165,0.013144
Initialization: 5.949000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.484000
Kernel 1: 0.023000
Kernel 2: 86.239998
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.003769 0.636364 fi:0.551288. Ave ac:0.010023,0.016065
Initialization: 5.952000
Memcpy Classifiers: 0.333000
Memcpy Instances: 7.419000
Kernel 1: 0.023000
Kernel 2: 86.221001
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.002961 0.647059 fi:0.581297. Ave ac:0.015237,0.019812
Initialization: 6.768000
Memcpy Classifiers: 0.305000
Memcpy Instances: 7.671000
Kernel 1: 0.023000
Kernel 2: 82.455002
Copyback: 0.017000
Sum: 0.024000
It 14,Best ac:0.003232 0.631579 fi:0.525371. Ave ac:0.014036,0.019535
Initialization: 5.952000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.718000
Kernel 1: 0.022000
Kernel 2: 80.513000
Copyback: 0.017000
Sum: 0.022000
It 15,Best ac:0.004845 0.580645 fi:0.606444. Ave ac:0.016822,0.025294
Initialization: 5.995000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.453000
Kernel 1: 0.022000
Kernel 2: 75.565002
Copyback: 0.018000
Sum: 0.023000
It 16,Best ac:0.003499 0.722222 fi:0.421565. Ave ac:0.028057,0.035368
Initialization: 6.013000
Memcpy Classifiers: 0.270000
Memcpy Instances: 7.885000
Kernel 1: 0.021000
Kernel 2: 73.319000
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.003230 0.666667 fi:0.512209. Ave ac:0.020836,0.030438
Initialization: 6.135000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.426000
Kernel 1: 0.021000
Kernel 2: 72.417999
Copyback: 0.017000
Sum: 0.020000
It 18,Best ac:0.004038 0.714286 fi:0.448142. Ave ac:0.024524,0.040437
Initialization: 5.863000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.823000
Kernel 1: 0.021000
Kernel 2: 72.582001
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.004038 0.555556 fi:0.609321. Ave ac:0.015934,0.033274
Initialization: 5.719000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.769000
Kernel 1: 0.021000
Kernel 2: 69.018997
Copyback: 0.017000
Sum: 0.025000
It 20,Best ac:0.003769 0.583333 fi:0.551255. Ave ac:0.022098,0.042380
Initialization: 5.655000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.379000
Kernel 1: 0.024000
Kernel 2: 69.421997
Copyback: 0.017000
Sum: 0.021000
It 21,Best ac:0.003230 0.631579 fi:0.510647. Ave ac:0.026299,0.044426
Initialization: 6.081000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.378000
Kernel 1: 0.023000
Kernel 2: 70.552002
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.005385 0.645161 fi:0.507016. Ave ac:0.024662,0.043701
Initialization: 5.649000
Memcpy Classifiers: 0.699000
Memcpy Instances: 7.382000
Kernel 1: 0.021000
Kernel 2: 66.415001
Copyback: 0.017000
Sum: 0.021000
It 23,Best ac:0.004038 0.625000 fi:0.539038. Ave ac:0.026142,0.045330
Initialization: 6.000000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.381000
Kernel 1: 0.022000
Kernel 2: 69.829002
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004845 0.545455 fi:0.604955. Ave ac:0.023358,0.045065
Initialization: 5.617000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.784000
Kernel 1: 0.021000
Kernel 2: 67.028999
Copyback: 0.017000
Sum: 0.020000
It 25,Best ac:0.004845 0.666667 fi:0.479326. Ave ac:0.026262,0.045032
MDL Theory Length Weight: 4.5792769328 (10)
Initialization: 6.064000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.443000
Kernel 1: 0.022000
Kernel 2: 69.250000
Copyback: 0.019000
Sum: 0.021000
It 26,Best ac:0.003500 0.619048 fi:0.561285. Ave ac:0.024102,0.046910
Initialization: 5.669000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.378000
Kernel 1: 0.023000
Kernel 2: 71.555000
Copyback: 0.018000
Sum: 0.021000
It 27,Best ac:0.004307 0.695652 fi:0.445347. Ave ac:0.022036,0.039825
Initialization: 5.825000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.720000
Kernel 1: 0.022000
Kernel 2: 72.748001
Copyback: 0.018000
Sum: 0.019000
It 28,Best ac:0.003499 0.764706 fi:0.384683. Ave ac:0.021849,0.040533
Initialization: 5.668000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.628000
Kernel 1: 0.023000
Kernel 2: 73.310997
Copyback: 0.017000
Sum: 0.022000
It 29,Best ac:0.003230 0.705882 fi:0.438011. Ave ac:0.017157,0.035328
Initialization: 5.673000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.698000
Kernel 1: 0.023000
Kernel 2: 71.349998
Copyback: 0.018000
Sum: 0.021000
It 30,Best ac:0.003499 0.722222 fi:0.438902. Ave ac:0.012720,0.026352
Initialization: 5.732000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.618000
Kernel 1: 0.022000
Kernel 2: 66.793999
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.005114 0.703704 fi:0.459257. Ave ac:0.012308,0.026370
Initialization: 5.696000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.572000
Kernel 1: 0.023000
Kernel 2: 68.177002
Copyback: 0.017000
Sum: 0.020000
It 32,Best ac:0.003230 0.800000 fi:0.371438. Ave ac:0.011457,0.021707
Initialization: 6.264000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.391000
Kernel 1: 0.022000
Kernel 2: 71.088997
Copyback: 0.018000
Sum: 0.021000
It 33,Best ac:0.003769 0.700000 fi:0.450507. Ave ac:0.007570,0.018123
Initialization: 30.278999
Memcpy Instances: 373.654999
Memcpy Classifiers: 0.071000
Kernel 1: 0.022000
Kernel 2: 476.886993
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 504.717987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 503.661011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 480.218994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 495.000000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 490.811005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 484.783997
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 489.730988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 241.496994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003209 0.508532 fi:0.641171. Ave ac:0.013677,0.044699
Best acc 0.003209 0.508532
Initialization: 5.747000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.866000
Kernel 1: 0.024000
Kernel 2: 91.264000
Copyback: 0.017000
Sum: 0.051000
Initial population average accuracy1:0.005324 accuracy2:0.186760
Initialization: 5.816000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.874000
Kernel 1: 0.021000
Kernel 2: 98.385002
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.004307 0.533333 fi:0.566107. Ave ac:0.009292,0.011410
Initialization: 8.022000
Memcpy Classifiers: 0.474000
Memcpy Instances: 7.626000
Kernel 1: 0.022000
Kernel 2: 94.545998
Copyback: 0.018000
Sum: 0.034000
It 1,Best ac:0.005114 0.500000 fi:0.599018. Ave ac:0.011767,0.014170
Initialization: 5.992000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.581000
Kernel 1: 0.022000
Kernel 2: 92.501999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.004845 0.545455 fi:0.553705. Ave ac:0.010832,0.010843
Initialization: 6.101000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.430000
Kernel 1: 0.022000
Kernel 2: 93.828003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.002961 0.687500 fi:0.488979. Ave ac:0.010034,0.010164
Initialization: 6.161000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.565000
Kernel 1: 0.021000
Kernel 2: 92.008003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004038 0.681818 fi:0.417763. Ave ac:0.011585,0.011925
Initialization: 6.253000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.455000
Kernel 1: 0.022000
Kernel 2: 88.586998
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004038 0.681818 fi:0.417763. Ave ac:0.011066,0.011301
Initialization: 5.733000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.414000
Kernel 1: 0.023000
Kernel 2: 90.711998
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.004576 0.629630 fi:0.469670. Ave ac:0.010179,0.011519
Initialization: 5.623000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.458000
Kernel 1: 0.023000
Kernel 2: 89.688004
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003230 0.666667 fi:0.434947. Ave ac:0.008108,0.008841
Initialization: 5.741000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.592000
Kernel 1: 0.022000
Kernel 2: 92.043999
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.003500 0.764706 fi:0.335156. Ave ac:0.007933,0.007686
Initialization: 6.440000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.388000
Kernel 1: 0.023000
Kernel 2: 86.995003
Copyback: 0.018000
Sum: 0.033000
It 9,Best ac:0.006460 0.800000 fi:0.298315. Ave ac:0.009849,0.011454
Iteration 10:MDL fitness activated
Error 0.298315 TL 0.014261
MDL Theory Length Weight: 6.9728100712 (1)
Initialization: 5.738000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.429000
Kernel 1: 0.024000
Kernel 2: 88.028000
Copyback: 0.017000
Sum: 0.059000
It 10,Best ac:0.006999 0.722222 fi:0.504000. Ave ac:0.008737,0.010223
Initialization: 5.697000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.480000
Kernel 1: 0.021000
Kernel 2: 86.183998
Copyback: 0.371000
Sum: 0.034000
It 11,Best ac:0.004576 0.772727 fi:0.557450. Ave ac:0.011274,0.013521
Initialization: 5.873000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.382000
Kernel 1: 0.022000
Kernel 2: 83.801003
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.003499 0.684211 fi:0.603228. Ave ac:0.011150,0.015262
Initialization: 5.908000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.681000
Kernel 1: 0.023000
Kernel 2: 81.291000
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.003230 0.800000 fi:0.433972. Ave ac:0.013262,0.017180
Initialization: 5.627000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.436000
Kernel 1: 0.022000
Kernel 2: 80.024002
Copyback: 0.018000
Sum: 0.022000
It 14,Best ac:0.004307 0.695652 fi:0.531182. Ave ac:0.010909,0.018023
Initialization: 5.978000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.808000
Kernel 1: 0.021000
Kernel 2: 80.491997
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.004038 0.652174 fi:0.557145. Ave ac:0.008952,0.016212
Initialization: 6.188000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.043000
Kernel 1: 0.022000
Kernel 2: 80.885002
Copyback: 0.017000
Sum: 0.022000
It 16,Best ac:0.005653 0.600000 fi:0.570175. Ave ac:0.010264,0.018412
Initialization: 5.875000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.508000
Kernel 1: 0.023000
Kernel 2: 81.222000
Copyback: 0.017000
Sum: 0.021000
It 17,Best ac:0.003770 0.875000 fi:0.346786. Ave ac:0.009346,0.013035
Initialization: 6.029000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.594000
Kernel 1: 0.022000
Kernel 2: 82.416000
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.003770 0.666667 fi:0.549517. Ave ac:0.006945,0.009612
Initialization: 5.717000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.785000
Kernel 1: 0.021000
Kernel 2: 81.760002
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.003770 0.777778 fi:0.413214. Ave ac:0.007198,0.011053
Initialization: 6.049000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.729000
Kernel 1: 0.022000
Kernel 2: 82.982002
Copyback: 0.018000
Sum: 0.023000
It 20,Best ac:0.003230 0.705882 fi:0.472047. Ave ac:0.007704,0.011368
Initialization: 5.728000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.807000
Kernel 1: 0.022000
Kernel 2: 77.134003
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.004576 0.653846 fi:0.540732. Ave ac:0.007255,0.009426
Initialization: 5.570000
Memcpy Classifiers: 0.276000
Memcpy Instances: 9.859000
Kernel 1: 0.022000
Kernel 2: 74.476997
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003230 0.571429 fi:0.610590. Ave ac:0.007297,0.010359
Initialization: 5.609000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.796000
Kernel 1: 0.021000
Kernel 2: 74.503998
Copyback: 0.018000
Sum: 0.022000
It 23,Best ac:0.004038 0.714286 fi:0.478602. Ave ac:0.011443,0.018518
Initialization: 5.601000
Memcpy Classifiers: 0.203000
Memcpy Instances: 7.856000
Kernel 1: 0.021000
Kernel 2: 77.905998
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.002423 1.000000 fi:0.435732. Ave ac:0.008343,0.010508
Initialization: 5.918000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.866000
Kernel 1: 0.022000
Kernel 2: 76.223000
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.003499 0.684211 fi:0.485987. Ave ac:0.005974,0.006851
Initialization: 6.590000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.428000
Kernel 1: 0.064000
Kernel 2: 78.533997
Copyback: 0.018000
Sum: 0.023000
It 26,Best ac:0.004577 0.708333 fi:0.458652. Ave ac:0.009169,0.016209
MDL Theory Length Weight: 6.2755290641 (10)
Initialization: 5.760000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.820000
Kernel 1: 0.021000
Kernel 2: 77.339996
Copyback: 0.024000
Sum: 0.029000
It 27,Best ac:0.003499 0.619048 fi:0.548273. Ave ac:0.006297,0.010249
Initialization: 7.595000
Memcpy Classifiers: 0.269000
Memcpy Instances: 7.420000
Kernel 1: 0.021000
Kernel 2: 72.412003
Copyback: 0.017000
Sum: 0.020000
It 28,Best ac:0.003230 0.666667 fi:0.498233. Ave ac:0.009425,0.013515
Initialization: 5.712000
Memcpy Classifiers: 0.460000
Memcpy Instances: 7.410000
Kernel 1: 0.022000
Kernel 2: 72.716003
Copyback: 0.018000
Sum: 0.024000
It 29,Best ac:0.006729 0.543478 fi:0.596373. Ave ac:0.007915,0.011924
Initialization: 6.169000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.298000
Kernel 1: 0.022000
Kernel 2: 72.358002
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.002692 0.909091 fi:0.446782. Ave ac:0.011003,0.016701
Initialization: 5.723000
Memcpy Classifiers: 0.215000
Memcpy Instances: 7.610000
Kernel 1: 0.021000
Kernel 2: 75.469002
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.004307 0.800000 fi:0.349724. Ave ac:0.008608,0.014916
Initialization: 5.951000
Memcpy Classifiers: 0.244000
Memcpy Instances: 7.465000
Kernel 1: 0.022000
Kernel 2: 70.094002
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003230 0.705882 fi:0.479712. Ave ac:0.008446,0.014172
Initialization: 5.623000
Memcpy Classifiers: 0.459000
Memcpy Instances: 7.507000
Kernel 1: 0.021000
Kernel 2: 74.194000
Copyback: 0.018000
Sum: 0.025000
It 33,Best ac:0.003499 0.684211 fi:0.477461. Ave ac:0.009366,0.011968
Initialization: 30.195999
Memcpy Instances: 374.910004
Memcpy Classifiers: 0.055000
Kernel 1: 0.022000
Kernel 2: 507.273010
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 499.225006
Copyback: 0.015000
Sum: 0.004000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 495.856995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 505.101013
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 489.988007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 498.184998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 511.773987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 501.015991
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 235.718002
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.045423 0.484273 fi:0.652427. Ave ac:0.007132,0.020754
Best acc 0.045423 0.484273
Rule:Att PSSM_-2_7 is [-6.614466,-3.642519]|Att PSSM_0_7 is [<-4.824249]|1
Accuracy : 0.784289
0	1	
149018	15062	
35552	35006	
Removed 1172 instances. 184570 Instances left. Acc of rule 0.003209-0.508532
Initialization: 6.003000
Memcpy Classifiers: 0.579000
Memcpy Instances: 7.494000
Kernel 1: 0.024000
Kernel 2: 89.519997
Copyback: 0.017000
Sum: 0.052000
Initial population average accuracy1:0.005200 accuracy2:0.188460
Initialization: 5.594000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.469000
Kernel 1: 0.022000
Kernel 2: 94.022003
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.007313 0.442623 fi:0.655206. Ave ac:0.009920,0.012120
Initialization: 6.011000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.338000
Kernel 1: 0.022000
Kernel 2: 96.695000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.002980 0.647059 fi:0.515521. Ave ac:0.011388,0.012685
Initialization: 5.713000
Memcpy Classifiers: 0.455000
Memcpy Instances: 7.863000
Kernel 1: 0.022000
Kernel 2: 96.532997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.006773 0.555556 fi:0.542560. Ave ac:0.011546,0.012664
Initialization: 6.143000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.366000
Kernel 1: 0.022000
Kernel 2: 95.838997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.008670 0.533333 fi:0.563781. Ave ac:0.010893,0.012049
Initialization: 6.043000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.336000
Kernel 1: 0.022000
Kernel 2: 94.250000
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.004605 0.607143 fi:0.492117. Ave ac:0.009808,0.011590
Initialization: 5.591000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.694000
Kernel 1: 0.021000
Kernel 2: 94.752998
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.004606 0.653846 fi:0.445413. Ave ac:0.011607,0.012211
Initialization: 6.160000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.413000
Kernel 1: 0.023000
Kernel 2: 95.149002
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005146 0.575758 fi:0.523216. Ave ac:0.009304,0.010017
Initialization: 5.879000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.305000
Kernel 1: 0.022000
Kernel 2: 95.068001
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.003522 0.684211 fi:0.415621. Ave ac:0.011178,0.010444
Initialization: 5.640000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.559000
Kernel 1: 0.022000
Kernel 2: 91.018997
Copyback: 0.017000
Sum: 0.064000
It 8,Best ac:0.003793 0.636364 fi:0.463325. Ave ac:0.008484,0.008919
Initialization: 5.588000
Memcpy Classifiers: 0.431000
Memcpy Instances: 7.414000
Kernel 1: 0.022000
Kernel 2: 89.162003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003792 0.700000 fi:0.399688. Ave ac:0.007899,0.008451
Iteration 10:MDL fitness activated
Error 0.399688 TL 0.034031
MDL Theory Length Weight: 3.9149665792 (1)
Initialization: 5.750000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.327000
Kernel 1: 0.022000
Kernel 2: 90.053001
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.007857 0.659091 fi:0.516449. Ave ac:0.007267,0.007331
Initialization: 5.799000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.953000
Kernel 1: 0.021000
Kernel 2: 95.967003
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.002980 0.846154 fi:0.410284. Ave ac:0.007608,0.009354
Initialization: 5.907000
Memcpy Classifiers: 0.419000
Memcpy Instances: 7.339000
Kernel 1: 0.023000
Kernel 2: 91.150002
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.004064 0.833333 fi:0.384831. Ave ac:0.009295,0.010632
Initialization: 5.764000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.402000
Kernel 1: 0.022000
Kernel 2: 93.519997
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.005146 0.655172 fi:0.518999. Ave ac:0.007850,0.009633
Initialization: 5.668000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.575000
Kernel 1: 0.023000
Kernel 2: 82.363998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.006231 0.605263 fi:0.601619. Ave ac:0.007499,0.008136
Initialization: 5.695000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.567000
Kernel 1: 0.022000
Kernel 2: 77.823997
Copyback: 0.017000
Sum: 0.036000
It 15,Best ac:0.003793 0.777778 fi:0.418257. Ave ac:0.010069,0.010385
Initialization: 6.084000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.333000
Kernel 1: 0.022000
Kernel 2: 77.667000
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.003522 0.764706 fi:0.455692. Ave ac:0.010592,0.010679
Initialization: 5.698000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.723000
Kernel 1: 0.022000
Kernel 2: 76.028000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.004877 0.750000 fi:0.475479. Ave ac:0.010333,0.010774
Initialization: 6.070000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.752000
Kernel 1: 0.022000
Kernel 2: 72.605003
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.003522 0.650000 fi:0.522078. Ave ac:0.009467,0.011228
Initialization: 5.614000
Memcpy Classifiers: 0.390000
Memcpy Instances: 7.410000
Kernel 1: 0.022000
Kernel 2: 72.253998
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.003793 0.823529 fi:0.370017. Ave ac:0.009101,0.010778
Initialization: 5.589000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.478000
Kernel 1: 0.023000
Kernel 2: 69.662003
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.004606 0.850000 fi:0.331694. Ave ac:0.009975,0.013330
Initialization: 5.860000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.750000
Kernel 1: 0.021000
Kernel 2: 69.318001
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.003521 0.590909 fi:0.598552. Ave ac:0.007455,0.010118
Initialization: 5.671000
Memcpy Classifiers: 0.327000
Memcpy Instances: 7.400000
Kernel 1: 0.022000
Kernel 2: 70.593002
Copyback: 0.018000
Sum: 0.036000
It 22,Best ac:0.003793 0.736842 fi:0.436463. Ave ac:0.009265,0.013986
Initialization: 5.719000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.773000
Kernel 1: 0.022000
Kernel 2: 70.257004
Copyback: 0.017000
Sum: 0.060000
It 23,Best ac:0.005688 0.724138 fi:0.460272. Ave ac:0.010919,0.012851
Initialization: 5.764000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.135000
Kernel 1: 0.022000
Kernel 2: 67.628998
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.002979 0.785714 fi:0.480237. Ave ac:0.010206,0.014631
Initialization: 5.809000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.338000
Kernel 1: 0.023000
Kernel 2: 67.643997
Copyback: 0.018000
Sum: 0.030000
It 25,Best ac:0.003522 0.722222 fi:0.474340. Ave ac:0.009165,0.011451
Initialization: 5.980000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.391000
Kernel 1: 0.022000
Kernel 2: 66.901001
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.004605 0.680000 fi:0.479326. Ave ac:0.008141,0.012603
Initialization: 5.800000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.159000
Kernel 1: 0.021000
Kernel 2: 66.702003
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.005417 0.714286 fi:0.461116. Ave ac:0.010064,0.012826
Initialization: 5.619000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.695000
Kernel 1: 0.021000
Kernel 2: 68.059998
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.005419 0.689655 fi:0.490012. Ave ac:0.009359,0.012742
Initialization: 6.058000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.783000
Kernel 1: 0.022000
Kernel 2: 67.771004
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.004606 0.680000 fi:0.493071. Ave ac:0.009985,0.014269
MDL Theory Length Weight: 3.5234699213 (10)
Initialization: 5.735000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.646000
Kernel 1: 0.021000
Kernel 2: 67.319000
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.003250 1.000000 fi:0.161109. Ave ac:0.009996,0.013423
Initialization: 5.620000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.437000
Kernel 1: 0.022000
Kernel 2: 67.056000
Copyback: 0.018000
Sum: 0.031000
It 31,Best ac:0.003793 0.777778 fi:0.389254. Ave ac:0.007070,0.007751
Initialization: 6.846000
Memcpy Classifiers: 0.268000
Memcpy Instances: 7.668000
Kernel 1: 0.022000
Kernel 2: 68.227997
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.003250 0.750000 fi:0.403584. Ave ac:0.007618,0.008142
Initialization: 5.975000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.330000
Kernel 1: 0.023000
Kernel 2: 67.460999
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.003522 0.619048 fi:0.547344. Ave ac:0.008334,0.008182
Initialization: 30.302000
Memcpy Instances: 374.011993
Memcpy Classifiers: 0.072000
Kernel 1: 0.022000
Kernel 2: 491.554993
Copyback: 0.017000
Sum: 0.014000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 474.914001
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 485.182007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 493.958008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 492.285004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 482.773987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 474.424988
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 494.170013
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 238.531998
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003706 0.560656 fi:0.593138. Ave ac:0.008518,0.024335
Best acc 0.003706 0.560656
Initialization: 5.986000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.332000
Kernel 1: 0.024000
Kernel 2: 90.782997
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.004204 accuracy2:0.179825
Initialization: 5.970000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.415000
Kernel 1: 0.022000
Kernel 2: 94.237000
Copyback: 0.018000
Sum: 0.036000
It 0,Best ac:0.003522 0.481481 fi:0.618350. Ave ac:0.008166,0.010797
Initialization: 5.989000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.992000
Kernel 1: 0.024000
Kernel 2: 94.939003
Copyback: 0.018000
Sum: 0.031000
It 1,Best ac:0.003522 0.541667 fi:0.558165. Ave ac:0.009977,0.012935
Initialization: 5.645000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.676000
Kernel 1: 0.022000
Kernel 2: 93.907997
Copyback: 0.018000
Sum: 0.029000
It 2,Best ac:0.003522 0.684211 fi:0.415621. Ave ac:0.009608,0.011745
Initialization: 5.700000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.378000
Kernel 1: 0.022000
Kernel 2: 94.949997
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.003250 0.600000 fi:0.499977. Ave ac:0.008310,0.010751
Initialization: 5.669000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.354000
Kernel 1: 0.023000
Kernel 2: 94.351997
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004064 0.714286 fi:0.385260. Ave ac:0.008999,0.012569
Initialization: 5.642000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.631000
Kernel 1: 0.021000
Kernel 2: 94.945999
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.011379 0.567568 fi:0.528116. Ave ac:0.008100,0.011004
Initialization: 5.711000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.628000
Kernel 1: 0.023000
Kernel 2: 96.679001
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.004063 0.625000 fi:0.474545. Ave ac:0.008952,0.010296
Initialization: 5.674000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.551000
Kernel 1: 0.022000
Kernel 2: 93.084999
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.005688 0.750000 fi:0.348687. Ave ac:0.007703,0.007141
Initialization: 6.076000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.451000
Kernel 1: 0.022000
Kernel 2: 92.487999
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.005148 0.730769 fi:0.368204. Ave ac:0.005419,0.005005
Initialization: 5.624000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.088000
Kernel 1: 0.021000
Kernel 2: 93.530998
Copyback: 0.017000
Sum: 0.043000
It 9,Best ac:0.003250 0.800000 fi:0.299975. Ave ac:0.004945,0.005474
Iteration 10:MDL fitness activated
Error 0.299975 TL 0.029692
MDL Theory Length Weight: 3.3675727697 (1)
Initialization: 5.694000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.335000
Kernel 1: 0.023000
Kernel 2: 91.935997
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.008128 0.681818 fi:0.506139. Ave ac:0.004795,0.004844
Initialization: 5.809000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.413000
Kernel 1: 0.022000
Kernel 2: 90.441002
Copyback: 0.018000
Sum: 0.032000
It 11,Best ac:0.002980 0.687500 fi:0.575071. Ave ac:0.005240,0.005577
Initialization: 6.193000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.586000
Kernel 1: 0.022000
Kernel 2: 89.002998
Copyback: 0.017000
Sum: 0.040000
It 12,Best ac:0.003522 0.590909 fi:0.591169. Ave ac:0.006690,0.005735
Initialization: 5.657000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.574000
Kernel 1: 0.023000
Kernel 2: 86.057999
Copyback: 0.018000
Sum: 0.034000
It 13,Best ac:0.003251 0.750000 fi:0.457437. Ave ac:0.006705,0.006923
Initialization: 5.726000
Memcpy Classifiers: 0.588000
Memcpy Instances: 7.704000
Kernel 1: 0.021000
Kernel 2: 83.746002
Copyback: 0.017000
Sum: 0.037000
It 14,Best ac:0.004877 0.620690 fi:0.566659. Ave ac:0.007040,0.007859
Initialization: 5.848000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.608000
Kernel 1: 0.021000
Kernel 2: 82.313004
Copyback: 0.016000
Sum: 0.030000
It 15,Best ac:0.004064 0.750000 fi:0.445129. Ave ac:0.008398,0.009913
Initialization: 5.808000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.339000
Kernel 1: 0.023000
Kernel 2: 79.429001
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.003793 0.736842 fi:0.463057. Ave ac:0.008993,0.010749
Initialization: 5.693000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.520000
Kernel 1: 0.022000
Kernel 2: 76.410004
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.007857 0.743590 fi:0.450098. Ave ac:0.011598,0.015016
Initialization: 6.135000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.331000
Kernel 1: 0.023000
Kernel 2: 74.606003
Copyback: 0.018000
Sum: 0.031000
It 18,Best ac:0.003792 0.700000 fi:0.475093. Ave ac:0.008007,0.011810
Initialization: 5.618000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.700000
Kernel 1: 0.021000
Kernel 2: 74.584999
Copyback: 0.371000
Sum: 0.035000
It 19,Best ac:0.004605 0.629630 fi:0.564978. Ave ac:0.006081,0.009366
Initialization: 5.651000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.729000
Kernel 1: 0.021000
Kernel 2: 75.319000
Copyback: 0.017000
Sum: 0.037000
It 20,Best ac:0.005960 0.611111 fi:0.587827. Ave ac:0.010374,0.015213
Initialization: 5.698000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.829000
Kernel 1: 0.023000
Kernel 2: 70.745003
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.003792 0.636364 fi:0.542640. Ave ac:0.007735,0.018107
Initialization: 6.057000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.337000
Kernel 1: 0.023000
Kernel 2: 69.699997
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.003522 0.866667 fi:0.301453. Ave ac:0.013407,0.020656
Initialization: 6.144000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.340000
Kernel 1: 0.022000
Kernel 2: 68.393997
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.003521 0.764706 fi:0.417372. Ave ac:0.009637,0.016302
Initialization: 5.683000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.701000
Kernel 1: 0.021000
Kernel 2: 65.907997
Copyback: 0.016000
Sum: 0.029000
It 24,Best ac:0.002980 0.846154 fi:0.473271. Ave ac:0.012445,0.020604
Initialization: 5.719000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.351000
Kernel 1: 0.023000
Kernel 2: 67.325996
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.002980 0.687500 fi:0.537601. Ave ac:0.011893,0.017059
Initialization: 5.681000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.710000
Kernel 1: 0.022000
Kernel 2: 63.805000
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.002980 0.846154 fi:0.372248. Ave ac:0.010904,0.019184
Initialization: 6.269000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.378000
Kernel 1: 0.022000
Kernel 2: 63.942001
Copyback: 0.018000
Sum: 0.031000
It 27,Best ac:0.004875 0.750000 fi:0.431066. Ave ac:0.010049,0.011877
Initialization: 5.677000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.145000
Kernel 1: 0.022000
Kernel 2: 64.120003
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.003521 0.619048 fi:0.551284. Ave ac:0.007863,0.011339
Initialization: 5.687000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.542000
Kernel 1: 0.022000
Kernel 2: 62.523998
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.003792 0.736842 fi:0.421294. Ave ac:0.010059,0.016871
Initialization: 5.999000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.485000
Kernel 1: 0.023000
Kernel 2: 63.666000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.005690 0.617647 fi:0.551540. Ave ac:0.010529,0.018648
Initialization: 5.796000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.340000
Kernel 1: 0.023000
Kernel 2: 62.743000
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.003251 0.705882 fi:0.464794. Ave ac:0.010119,0.015004
MDL Theory Length Weight: 3.0308154927 (10)
Initialization: 5.728000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.705000
Kernel 1: 0.022000
Kernel 2: 64.443001
Copyback: 0.016000
Sum: 0.030000
It 32,Best ac:0.005690 0.700000 fi:0.470335. Ave ac:0.007240,0.011497
Initialization: 5.815000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.336000
Kernel 1: 0.022000
Kernel 2: 64.172997
Copyback: 0.018000
Sum: 0.031000
It 33,Best ac:0.004605 0.653846 fi:0.524783. Ave ac:0.007568,0.011220
Initialization: 30.238001
Memcpy Instances: 366.877014
Memcpy Classifiers: 0.069000
Kernel 1: 0.023000
Kernel 2: 471.313995
Copyback: 0.017000
Sum: 0.014000
Memcpy Classifiers: 0.064000
Kernel 1: 0.016000
Kernel 2: 463.100006
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.068000
Kernel 1: 0.016000
Kernel 2: 457.510010
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.069000
Kernel 1: 0.016000
Kernel 2: 475.983002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 463.412994
Copyback: 0.017000
Sum: 0.006000
Memcpy Classifiers: 0.070000
Kernel 1: 0.017000
Kernel 2: 479.895996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 455.420013
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.068000
Kernel 1: 0.015000
Kernel 2: 471.592987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 222.841995
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003879 0.544901 fi:0.618192. Ave ac:0.008212,0.024812
Best acc 0.003879 0.544901
Rule:Att PSSM_-3_7 is [>-6.655195]|Att PSSM_-1_12 is [-6.434555,-2.316866]|Att PSSM_0_12 is [-6.345624,-2.773756]|Att PSSM_1_5 is [-1.936920,9.209342]|Att PSSM_1_20 is [<5.708335]|Att PSSM_2_2 is [>-5.439872]|Att PSSM_4_12 is [-5.415410,-0.041260]|1
Accuracy : 0.784920
0	1	
148482	15598	
34868	35690	
Removed 1220 instances. 183350 Instances left. Acc of rule 0.003706-0.560656
Initialization: 5.923000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.466000
Kernel 1: 0.025000
Kernel 2: 90.738998
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005242 accuracy2:0.188882
Initialization: 5.677000
Memcpy Classifiers: 0.704000
Memcpy Instances: 7.404000
Kernel 1: 0.022000
Kernel 2: 96.287003
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.006001 0.500000 fi:0.598481. Ave ac:0.008978,0.011680
Initialization: 5.773000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.294000
Kernel 1: 0.023000
Kernel 2: 100.109001
Copyback: 0.019000
Sum: 0.033000
It 1,Best ac:0.005454 0.555556 fi:0.543217. Ave ac:0.010253,0.012443
Initialization: 5.956000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.278000
Kernel 1: 0.021000
Kernel 2: 100.523003
Copyback: 0.018000
Sum: 0.030000
It 2,Best ac:0.002727 0.714286 fi:0.509132. Ave ac:0.009879,0.011594
Initialization: 6.143000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.735000
Kernel 1: 0.021000
Kernel 2: 99.635002
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.007638 0.560000 fi:0.537606. Ave ac:0.007579,0.009369
Initialization: 6.481000
Memcpy Classifiers: 0.472000
Memcpy Instances: 7.287000
Kernel 1: 0.022000
Kernel 2: 98.983002
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.004910 0.545455 fi:0.553610. Ave ac:0.007318,0.007710
Initialization: 5.992000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.348000
Kernel 1: 0.023000
Kernel 2: 98.130997
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003544 0.684211 fi:0.415586. Ave ac:0.009138,0.010902
Initialization: 5.983000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.283000
Kernel 1: 0.022000
Kernel 2: 95.757004
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.004362 0.695652 fi:0.403708. Ave ac:0.008197,0.008566
Initialization: 5.988000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.292000
Kernel 1: 0.023000
Kernel 2: 92.431000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.002728 0.769231 fi:0.454187. Ave ac:0.008680,0.011642
Initialization: 6.108000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.635000
Kernel 1: 0.023000
Kernel 2: 89.712997
Copyback: 0.018000
Sum: 0.035000
It 8,Best ac:0.003273 0.666667 fi:0.433273. Ave ac:0.008088,0.012189
Initialization: 5.651000
Memcpy Classifiers: 0.666000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 88.731003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003272 0.750000 fi:0.349940. Ave ac:0.009683,0.011462
Iteration 10:MDL fitness activated
Error 0.349940 TL 0.030034
MDL Theory Length Weight: 3.8837660176 (1)
Initialization: 5.575000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.341000
Kernel 1: 0.023000
Kernel 2: 89.269997
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.002999 0.785714 fi:0.471363. Ave ac:0.008565,0.009850
Initialization: 5.596000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.518000
Kernel 1: 0.022000
Kernel 2: 87.789001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.004091 0.625000 fi:0.580352. Ave ac:0.008299,0.010713
Initialization: 5.592000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.517000
Kernel 1: 0.022000
Kernel 2: 82.992996
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.007092 0.722222 fi:0.462684. Ave ac:0.010384,0.011763
Initialization: 5.674000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.470000
Kernel 1: 0.023000
Kernel 2: 83.621002
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.008999 0.559322 fi:0.575829. Ave ac:0.010227,0.013154
Initialization: 5.657000
Memcpy Classifiers: 0.421000
Memcpy Instances: 8.057000
Kernel 1: 0.022000
Kernel 2: 76.626999
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.004091 0.681818 fi:0.519172. Ave ac:0.008073,0.013950
Initialization: 6.490000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.535000
Kernel 1: 0.022000
Kernel 2: 75.619003
Copyback: 0.017000
Sum: 0.024000
It 15,Best ac:0.002726 0.833333 fi:0.463125. Ave ac:0.015109,0.025078
Initialization: 5.678000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.310000
Kernel 1: 0.022000
Kernel 2: 74.287003
Copyback: 0.017000
Sum: 0.023000
It 16,Best ac:0.003000 0.785714 fi:0.423016. Ave ac:0.013445,0.022798
Initialization: 5.646000
Memcpy Classifiers: 0.338000
Memcpy Instances: 7.676000
Kernel 1: 0.022000
Kernel 2: 72.747002
Copyback: 0.017000
Sum: 0.021000
It 17,Best ac:0.009269 0.596491 fi:0.545283. Ave ac:0.015240,0.023046
Initialization: 5.630000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.670000
Kernel 1: 0.022000
Kernel 2: 72.572998
Copyback: 0.025000
Sum: 0.021000
It 18,Best ac:0.005454 0.769231 fi:0.393047. Ave ac:0.020780,0.032437
Initialization: 5.641000
Memcpy Classifiers: 0.308000
Memcpy Instances: 7.575000
Kernel 1: 0.022000
Kernel 2: 69.457001
Copyback: 0.018000
Sum: 0.023000
It 19,Best ac:0.006543 0.631579 fi:0.506249. Ave ac:0.016299,0.024595
Initialization: 6.613000
Memcpy Classifiers: 0.248000
Memcpy Instances: 7.324000
Kernel 1: 0.022000
Kernel 2: 70.025002
Copyback: 0.018000
Sum: 0.024000
It 20,Best ac:0.009545 0.636364 fi:0.489625. Ave ac:0.013556,0.024374
Initialization: 5.604000
Memcpy Classifiers: 0.370000
Memcpy Instances: 8.625000
Kernel 1: 0.022000
Kernel 2: 67.537003
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.003546 0.764706 fi:0.461334. Ave ac:0.019035,0.032283
Initialization: 5.880000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.304000
Kernel 1: 0.022000
Kernel 2: 68.125999
Copyback: 0.018000
Sum: 0.024000
It 22,Best ac:0.004363 0.695652 fi:0.448890. Ave ac:0.021259,0.034686
Initialization: 5.640000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.958000
Kernel 1: 0.022000
Kernel 2: 67.422997
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004362 0.666667 fi:0.496194. Ave ac:0.022037,0.034493
Initialization: 5.985000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.382000
Kernel 1: 0.024000
Kernel 2: 68.085999
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.004091 0.652174 fi:0.486295. Ave ac:0.013183,0.025048
Initialization: 5.616000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.720000
Kernel 1: 0.022000
Kernel 2: 67.660004
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.004363 0.615385 fi:0.527007. Ave ac:0.020178,0.037597
Initialization: 6.070000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.278000
Kernel 1: 0.022000
Kernel 2: 68.085999
Copyback: 0.018000
Sum: 0.023000
It 26,Best ac:0.004363 0.571429 fi:0.581468. Ave ac:0.015081,0.027372
Initialization: 6.092000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.289000
Kernel 1: 0.023000
Kernel 2: 68.547997
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.003545 0.764706 fi:0.383441. Ave ac:0.021403,0.034976
Initialization: 5.639000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.282000
Kernel 1: 0.024000
Kernel 2: 67.356003
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.005999 0.666667 fi:0.466658. Ave ac:0.020631,0.033814
Initialization: 5.871000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.300000
Kernel 1: 0.022000
Kernel 2: 65.934998
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.004907 0.666667 fi:0.475103. Ave ac:0.022341,0.039238
Initialization: 12.515000
Memcpy Classifiers: 0.313000
Memcpy Instances: 7.634000
Kernel 1: 0.022000
Kernel 2: 65.930000
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.004362 0.800000 fi:0.357364. Ave ac:0.018225,0.031154
Initialization: 5.582000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.277000
Kernel 1: 0.024000
Kernel 2: 66.358002
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.006001 0.687500 fi:0.452820. Ave ac:0.015936,0.026348
Initialization: 5.799000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.273000
Kernel 1: 0.023000
Kernel 2: 68.481003
Copyback: 0.018000
Sum: 0.024000
It 32,Best ac:0.004091 0.714286 fi:0.436651. Ave ac:0.013716,0.023510
Initialization: 6.062000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.301000
Kernel 1: 0.023000
Kernel 2: 67.559998
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004636 0.653846 fi:0.478831. Ave ac:0.015846,0.027743
Initialization: 30.941000
Memcpy Instances: 367.059998
Memcpy Classifiers: 0.064000
Kernel 1: 0.022000
Kernel 2: 492.161987
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 507.955994
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 500.653015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 488.872009
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 497.591003
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 499.096008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 501.877014
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 494.300995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 206.365005
Copyback: 0.017000
Sum: 0.000000
It 34,Best ac:0.003360 0.496774 fi:0.646155. Ave ac:0.012307,0.038136
Best acc 0.003360 0.496774
Initialization: 5.612000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.531000
Kernel 1: 0.023000
Kernel 2: 90.347000
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005570 accuracy2:0.189743
Initialization: 5.689000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.292000
Kernel 1: 0.023000
Kernel 2: 94.386002
Copyback: 0.020000
Sum: 0.035000
It 0,Best ac:0.004910 0.409091 fi:0.689974. Ave ac:0.009260,0.011679
Initialization: 5.624000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.491000
Kernel 1: 0.023000
Kernel 2: 96.250999
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.009542 0.486111 fi:0.610481. Ave ac:0.011361,0.013077
Initialization: 5.557000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.939000
Kernel 1: 0.022000
Kernel 2: 95.003998
Copyback: 0.017000
Sum: 0.027000
It 2,Best ac:0.004909 0.580645 fi:0.518420. Ave ac:0.012564,0.016198
Initialization: 5.601000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.527000
Kernel 1: 0.023000
Kernel 2: 90.878998
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.006819 0.490196 fi:0.607847. Ave ac:0.013281,0.016688
Initialization: 5.642000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.282000
Kernel 1: 0.021000
Kernel 2: 86.504997
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003001 0.785714 fi:0.360045. Ave ac:0.011080,0.012516
Initialization: 6.838000
Memcpy Classifiers: 0.442000
Memcpy Instances: 7.909000
Kernel 1: 0.022000
Kernel 2: 85.957001
Copyback: 0.018000
Sum: 0.034000
It 5,Best ac:0.004910 0.545455 fi:0.553610. Ave ac:0.013021,0.015670
Initialization: 5.650000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.272000
Kernel 1: 0.023000
Kernel 2: 84.154999
Copyback: 0.018000
Sum: 0.039000
It 6,Best ac:0.003272 0.600000 fi:0.499940. Ave ac:0.010525,0.014218
Initialization: 5.639000
Memcpy Classifiers: 0.667000
Memcpy Instances: 7.303000
Kernel 1: 0.022000
Kernel 2: 79.653999
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003272 0.705882 fi:0.394058. Ave ac:0.010830,0.012745
Initialization: 5.961000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.598000
Kernel 1: 0.021000
Kernel 2: 76.059998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.004363 0.571429 fi:0.527928. Ave ac:0.009847,0.010812
Initialization: 5.603000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.755000
Kernel 1: 0.022000
Kernel 2: 75.031998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003272 0.631579 fi:0.468364. Ave ac:0.009882,0.010746
Iteration 10:MDL fitness activated
Error 0.468364 TL 0.028545
MDL Theory Length Weight: 5.4693038370 (6)
Initialization: 6.076000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.309000
Kernel 1: 0.023000
Kernel 2: 78.388000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004636 0.566667 fi:0.690919. Ave ac:0.010248,0.011117
Initialization: 5.709000
Memcpy Classifiers: 0.804000
Memcpy Instances: 7.333000
Kernel 1: 0.022000
Kernel 2: 72.764000
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.008999 0.622642 fi:0.616289. Ave ac:0.011718,0.014387
Initialization: 6.093000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.609000
Kernel 1: 0.022000
Kernel 2: 70.901001
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.003000 0.733333 fi:0.575079. Ave ac:0.013915,0.016308
Initialization: 6.052000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.303000
Kernel 1: 0.022000
Kernel 2: 70.167000
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.003544 0.650000 fi:0.576241. Ave ac:0.013272,0.014863
Initialization: 5.669000
Memcpy Classifiers: 0.355000
Memcpy Instances: 7.686000
Kernel 1: 0.021000
Kernel 2: 68.443001
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.004364 0.695652 fi:0.516468. Ave ac:0.012285,0.014029
Initialization: 5.671000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.560000
Kernel 1: 0.022000
Kernel 2: 66.625000
Copyback: 0.017000
Sum: 0.026000
It 15,Best ac:0.003545 0.590909 fi:0.607216. Ave ac:0.012224,0.016142
Initialization: 6.160000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.568000
Kernel 1: 0.023000
Kernel 2: 68.129997
Copyback: 0.017000
Sum: 0.024000
It 16,Best ac:0.004636 0.680000 fi:0.514380. Ave ac:0.013568,0.017269
Initialization: 5.917000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.320000
Kernel 1: 0.022000
Kernel 2: 64.959000
Copyback: 0.017000
Sum: 0.024000
It 17,Best ac:0.003544 0.684211 fi:0.481478. Ave ac:0.015116,0.021938
Initialization: 6.402000
Memcpy Classifiers: 0.474000
Memcpy Instances: 7.297000
Kernel 1: 0.022000
Kernel 2: 63.073002
Copyback: 0.017000
Sum: 0.022000
It 18,Best ac:0.003544 0.619048 fi:0.563207. Ave ac:0.015368,0.021562
Initialization: 5.867000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.548000
Kernel 1: 0.023000
Kernel 2: 64.213997
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.003272 0.800000 fi:0.409155. Ave ac:0.016259,0.026666
Initialization: 5.817000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.287000
Kernel 1: 0.023000
Kernel 2: 62.816002
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.004364 0.761905 fi:0.425945. Ave ac:0.017909,0.023261
Initialization: 6.091000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.461000
Kernel 1: 0.022000
Kernel 2: 63.500000
Copyback: 0.017000
Sum: 0.021000
It 21,Best ac:0.003272 0.705882 fi:0.491427. Ave ac:0.017609,0.027719
Initialization: 5.651000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.909000
Kernel 1: 0.021000
Kernel 2: 63.591999
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.003545 0.722222 fi:0.434253. Ave ac:0.013959,0.020907
Initialization: 5.599000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.283000
Kernel 1: 0.023000
Kernel 2: 65.317001
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.003001 0.733333 fi:0.460837. Ave ac:0.012547,0.016959
Initialization: 5.611000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.533000
Kernel 1: 0.022000
Kernel 2: 64.402000
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.004089 0.535714 fi:0.652266. Ave ac:0.014760,0.026488
Initialization: 5.636000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.284000
Kernel 1: 0.023000
Kernel 2: 64.934998
Copyback: 0.018000
Sum: 0.024000
It 25,Best ac:0.003545 0.619048 fi:0.575919. Ave ac:0.019479,0.029693
Initialization: 5.598000
Memcpy Classifiers: 0.281000
Memcpy Instances: 7.348000
Kernel 1: 0.022000
Kernel 2: 64.247002
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.005181 0.612903 fi:0.543948. Ave ac:0.017236,0.027430
Initialization: 6.734000
Memcpy Classifiers: 0.248000
Memcpy Instances: 7.321000
Kernel 1: 0.022000
Kernel 2: 64.365997
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.003272 0.750000 fi:0.436562. Ave ac:0.014345,0.021294
Initialization: 5.967000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.286000
Kernel 1: 0.023000
Kernel 2: 63.507000
Copyback: 0.020000
Sum: 0.024000
It 28,Best ac:0.003545 0.866667 fi:0.294034. Ave ac:0.012295,0.021747
Initialization: 6.041000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.368000
Kernel 1: 0.022000
Kernel 2: 63.471001
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003273 0.750000 fi:0.436562. Ave ac:0.011053,0.020645
Initialization: 5.684000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.317000
Kernel 1: 0.022000
Kernel 2: 64.202003
Copyback: 0.018000
Sum: 0.025000
It 30,Best ac:0.008181 0.697674 fi:0.449865. Ave ac:0.011317,0.020444
Initialization: 5.748000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.278000
Kernel 1: 0.023000
Kernel 2: 66.746002
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.002182 1.000000 fi:0.467718. Ave ac:0.012289,0.023893
Initialization: 5.668000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.276000
Kernel 1: 0.024000
Kernel 2: 64.466003
Copyback: 0.018000
Sum: 0.023000
It 32,Best ac:0.003544 0.764706 fi:0.390836. Ave ac:0.019562,0.032798
Initialization: 5.595000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.541000
Kernel 1: 0.023000
Kernel 2: 63.629002
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004909 0.782609 fi:0.398918. Ave ac:0.015346,0.028657
Initialization: 30.722000
Memcpy Instances: 365.076996
Memcpy Classifiers: 0.066000
Kernel 1: 0.022000
Kernel 2: 478.112000
Copyback: 0.017000
Sum: 0.017000
Memcpy Classifiers: 0.060000
Kernel 1: 0.016000
Kernel 2: 480.989014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 473.337006
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 475.681000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 484.433014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 479.520996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 484.234009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 489.768005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 193.522003
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003240 0.479419 fi:0.678472. Ave ac:0.013489,0.042679
Best acc 0.003240 0.479419
Initialization: 6.199000
Memcpy Classifiers: 0.621000
Memcpy Instances: 7.588000
Kernel 1: 0.024000
Kernel 2: 89.056999
Copyback: 0.018000
Sum: 0.054000
Initial population average accuracy1:0.005123 accuracy2:0.205787
Initialization: 5.677000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.066000
Kernel 1: 0.022000
Kernel 2: 96.586998
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.004635 0.459459 fi:0.639755. Ave ac:0.009468,0.011634
Initialization: 5.614000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.722000
Kernel 1: 0.022000
Kernel 2: 96.078003
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.002726 0.625000 fi:0.599530. Ave ac:0.009960,0.011589
Initialization: 6.077000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.281000
Kernel 1: 0.022000
Kernel 2: 95.147003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.004907 0.562500 fi:0.536568. Ave ac:0.010567,0.013095
Initialization: 5.621000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.298000
Kernel 1: 0.023000
Kernel 2: 94.834999
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.011457 0.538462 fi:0.557102. Ave ac:0.010917,0.010890
Initialization: 5.603000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.613000
Kernel 1: 0.022000
Kernel 2: 99.127998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.005727 0.567568 fi:0.531059. Ave ac:0.012472,0.012261
Initialization: 5.741000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.284000
Kernel 1: 0.022000
Kernel 2: 97.652000
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003272 0.800000 fi:0.299943. Ave ac:0.012078,0.011855
Initialization: 5.664000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.992000
Kernel 1: 0.022000
Kernel 2: 97.859001
Copyback: 0.017000
Sum: 0.039000
It 6,Best ac:0.003272 0.571429 fi:0.528511. Ave ac:0.010974,0.011878
Initialization: 5.828000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.274000
Kernel 1: 0.022000
Kernel 2: 96.151001
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003545 0.590909 fi:0.508885. Ave ac:0.010266,0.009956
Initialization: 5.846000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.282000
Kernel 1: 0.022000
Kernel 2: 92.448997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004091 0.652174 fi:0.447328. Ave ac:0.009106,0.008379
Initialization: 5.989000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.309000
Kernel 1: 0.022000
Kernel 2: 90.879997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003272 0.631579 fi:0.468364. Ave ac:0.008980,0.009283
Iteration 10:MDL fitness activated
Error 0.468364 TL 0.031635
MDL Theory Length Weight: 4.9350421642 (5)
Initialization: 5.766000
Memcpy Classifiers: 0.455000
Memcpy Instances: 7.310000
Kernel 1: 0.022000
Kernel 2: 88.910004
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.003545 0.684211 fi:0.557324. Ave ac:0.007683,0.007819
Initialization: 5.613000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.178000
Kernel 1: 0.022000
Kernel 2: 85.867996
Copyback: 0.017000
Sum: 0.039000
It 11,Best ac:0.003272 0.800000 fi:0.519279. Ave ac:0.007800,0.008420
Initialization: 6.198000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.329000
Kernel 1: 0.022000
Kernel 2: 84.116997
Copyback: 0.018000
Sum: 0.032000
It 12,Best ac:0.005998 0.536585 fi:0.645665. Ave ac:0.008558,0.008714
Initialization: 6.391000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.440000
Kernel 1: 0.022000
Kernel 2: 82.476997
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.003272 0.631579 fi:0.602670. Ave ac:0.009659,0.011685
Initialization: 5.498000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.081000
Kernel 1: 0.022000
Kernel 2: 79.553001
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.004363 0.695652 fi:0.467753. Ave ac:0.012344,0.011815
Initialization: 5.600000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.617000
Kernel 1: 0.022000
Kernel 2: 77.030998
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.003001 0.733333 fi:0.508464. Ave ac:0.009080,0.010031
Initialization: 6.056000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.550000
Kernel 1: 0.021000
Kernel 2: 78.372002
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.004909 0.692308 fi:0.532946. Ave ac:0.012013,0.011693
Initialization: 5.930000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.483000
Kernel 1: 0.022000
Kernel 2: 77.051003
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.004092 0.600000 fi:0.616647. Ave ac:0.008890,0.008865
Initialization: 5.615000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.633000
Kernel 1: 0.021000
Kernel 2: 78.049004
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.003273 0.705882 fi:0.555603. Ave ac:0.008128,0.007571
Initialization: 5.609000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.330000
Kernel 1: 0.022000
Kernel 2: 74.269997
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.003545 0.722222 fi:0.461097. Ave ac:0.008464,0.008007
Initialization: 6.239000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.851000
Kernel 1: 0.022000
Kernel 2: 70.679001
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.003272 0.705882 fi:0.508482. Ave ac:0.006992,0.006269
Initialization: 5.655000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.954000
Kernel 1: 0.022000
Kernel 2: 71.095001
Copyback: 0.018000
Sum: 0.035000
It 21,Best ac:0.005183 0.593750 fi:0.594572. Ave ac:0.007580,0.009613
Initialization: 5.618000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.614000
Kernel 1: 0.022000
Kernel 2: 69.850998
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.003544 0.590909 fi:0.603635. Ave ac:0.008333,0.009914
Initialization: 5.645000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.552000
Kernel 1: 0.022000
Kernel 2: 71.827003
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.004092 0.714286 fi:0.496743. Ave ac:0.011351,0.013008
Initialization: 5.702000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.598000
Kernel 1: 0.022000
Kernel 2: 71.101997
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.004636 0.708333 fi:0.504160. Ave ac:0.008730,0.009276
Initialization: 5.727000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.375000
Kernel 1: 0.022000
Kernel 2: 70.976997
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.003273 0.666667 fi:0.553530. Ave ac:0.007080,0.010013
Initialization: 5.568000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.381000
Kernel 1: 0.022000
Kernel 2: 70.692001
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.002727 0.833333 fi:0.508272. Ave ac:0.007872,0.011082
Initialization: 5.887000
Memcpy Classifiers: 0.410000
Memcpy Instances: 7.373000
Kernel 1: 0.023000
Kernel 2: 69.454002
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.004635 0.739130 fi:0.468757. Ave ac:0.007901,0.009396
Initialization: 5.614000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.605000
Kernel 1: 0.022000
Kernel 2: 69.514999
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.003819 0.636364 fi:0.556709. Ave ac:0.011124,0.013600
MDL Theory Length Weight: 4.4415379477 (10)
Initialization: 5.658000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.615000
Kernel 1: 0.022000
Kernel 2: 68.454002
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003000 0.785714 fi:0.465911. Ave ac:0.009449,0.009753
Initialization: 5.636000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.788000
Kernel 1: 0.022000
Kernel 2: 68.700996
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.003546 0.764706 fi:0.409580. Ave ac:0.010451,0.015758
Initialization: 6.050000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.733000
Kernel 1: 0.023000
Kernel 2: 70.018997
Copyback: 0.017000
Sum: 0.026000
It 31,Best ac:0.003273 0.857143 fi:0.343126. Ave ac:0.010046,0.011623
Initialization: 5.661000
Memcpy Classifiers: 0.365000
Memcpy Instances: 7.336000
Kernel 1: 0.022000
Kernel 2: 67.311996
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.003272 0.800000 fi:0.401095. Ave ac:0.010230,0.012152
Initialization: 6.054000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.327000
Kernel 1: 0.023000
Kernel 2: 68.607002
Copyback: 0.018000
Sum: 0.026000
It 33,Best ac:0.003272 0.631579 fi:0.570958. Ave ac:0.009134,0.010842
Initialization: 30.792999
Memcpy Instances: 373.931000
Memcpy Classifiers: 0.072000
Kernel 1: 0.022000
Kernel 2: 510.191986
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 526.625000
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.071000
Kernel 1: 0.015000
Kernel 2: 509.057007
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.071000
Kernel 1: 0.016000
Kernel 2: 515.999023
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 519.250977
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 524.818970
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 523.625000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 504.417999
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 210.190994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003458 0.531879 fi:0.670557. Ave ac:0.012194,0.036525
Best acc 0.003458 0.531879
Initialization: 5.761000
Memcpy Classifiers: 0.596000
Memcpy Instances: 7.621000
Kernel 1: 0.024000
Kernel 2: 87.696999
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.005089 accuracy2:0.185472
Initialization: 5.712000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.743000
Kernel 1: 0.022000
Kernel 2: 96.710999
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.003818 0.482759 fi:0.616890. Ave ac:0.010332,0.017250
Initialization: 5.592000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.679000
Kernel 1: 0.031000
Kernel 2: 97.301003
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004363 0.500000 fi:0.599356. Ave ac:0.010839,0.016059
Initialization: 5.605000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.681000
Kernel 1: 0.022000
Kernel 2: 96.230003
Copyback: 0.020000
Sum: 0.034000
It 2,Best ac:0.003000 0.647059 fi:0.498700. Ave ac:0.010810,0.016884
Initialization: 6.019000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.483000
Kernel 1: 0.022000
Kernel 2: 94.403000
Copyback: 0.017000
Sum: 0.026000
It 3,Best ac:0.003818 0.518519 fi:0.581130. Ave ac:0.008959,0.012505
Initialization: 5.604000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.530000
Kernel 1: 0.022000
Kernel 2: 89.504997
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.003546 0.565217 fi:0.534577. Ave ac:0.008530,0.010152
Initialization: 7.037000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.321000
Kernel 1: 0.023000
Kernel 2: 86.787003
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.003546 0.722222 fi:0.377572. Ave ac:0.008377,0.011194
Initialization: 5.840000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.923000
Kernel 1: 0.023000
Kernel 2: 88.692001
Copyback: 0.018000
Sum: 0.030000
It 6,Best ac:0.004091 0.576923 fi:0.522579. Ave ac:0.009506,0.010986
Initialization: 5.852000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.334000
Kernel 1: 0.023000
Kernel 2: 86.726997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.004907 0.666667 fi:0.432402. Ave ac:0.010412,0.012324
Initialization: 5.621000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.276000
Kernel 1: 0.024000
Kernel 2: 84.929001
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.004091 0.652174 fi:0.447332. Ave ac:0.012278,0.013731
Initialization: 5.829000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.323000
Kernel 1: 0.023000
Kernel 2: 77.620003
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.004092 0.714286 fi:0.385217. Ave ac:0.014041,0.015997
Iteration 10:MDL fitness activated
Error 0.385217 TL 0.023399
MDL Theory Length Weight: 5.4875769752 (5)
Initialization: 5.613000
Memcpy Classifiers: 0.632000
Memcpy Instances: 7.277000
Kernel 1: 0.023000
Kernel 2: 73.385002
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.002727 0.833333 fi:0.563582. Ave ac:0.011064,0.012275
Initialization: 5.797000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.329000
Kernel 1: 0.023000
Kernel 2: 69.109001
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.004909 0.620690 fi:0.594658. Ave ac:0.011727,0.013363
Initialization: 5.844000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.995000
Kernel 1: 0.023000
Kernel 2: 68.320999
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.003545 0.764706 fi:0.482695. Ave ac:0.013827,0.016034
Initialization: 5.649000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.627000
Kernel 1: 0.022000
Kernel 2: 67.266998
Copyback: 0.020000
Sum: 0.028000
It 13,Best ac:0.004091 0.714286 fi:0.540288. Ave ac:0.015870,0.017464
Initialization: 6.046000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.606000
Kernel 1: 0.022000
Kernel 2: 65.049004
Copyback: 0.017000
Sum: 0.024000
It 14,Best ac:0.003544 0.764706 fi:0.444139. Ave ac:0.016015,0.017834
Initialization: 5.573000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.667000
Kernel 1: 0.023000
Kernel 2: 63.331001
Copyback: 0.018000
Sum: 0.022000
It 15,Best ac:0.004637 0.680000 fi:0.553571. Ave ac:0.013734,0.020431
Initialization: 6.043000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.279000
Kernel 1: 0.022000
Kernel 2: 64.507004
Copyback: 0.017000
Sum: 0.022000
It 16,Best ac:0.004091 0.750000 fi:0.424268. Ave ac:0.016785,0.019005
Initialization: 6.013000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.311000
Kernel 1: 0.022000
Kernel 2: 62.964001
Copyback: 0.017000
Sum: 0.021000
It 17,Best ac:0.006545 0.585366 fi:0.575726. Ave ac:0.019043,0.026022
Initialization: 6.021000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.468000
Kernel 1: 0.022000
Kernel 2: 60.470001
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.012817 0.546512 fi:0.615941. Ave ac:0.019071,0.025908
Initialization: 6.226000
Memcpy Classifiers: 0.205000
Memcpy Instances: 8.023000
Kernel 1: 0.022000
Kernel 2: 62.158001
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.004909 0.666667 fi:0.503542. Ave ac:0.018433,0.025426
Initialization: 5.608000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.340000
Kernel 1: 0.022000
Kernel 2: 59.764000
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.004909 0.818182 fi:0.331214. Ave ac:0.022810,0.035404
Initialization: 5.585000
Memcpy Classifiers: 0.292000
Memcpy Instances: 7.721000
Kernel 1: 0.022000
Kernel 2: 59.606998
Copyback: 0.024000
Sum: 0.024000
It 21,Best ac:0.008179 0.612245 fi:0.553383. Ave ac:0.021995,0.031336
Initialization: 6.147000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.736000
Kernel 1: 0.022000
Kernel 2: 61.094002
Copyback: 0.017000
Sum: 0.020000
It 22,Best ac:0.003818 0.666667 fi:0.507747. Ave ac:0.020882,0.030420
Initialization: 5.698000
Memcpy Classifiers: 0.204000
Memcpy Instances: 8.078000
Kernel 1: 0.021000
Kernel 2: 62.481998
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.005453 0.714286 fi:0.471932. Ave ac:0.022038,0.030242
Initialization: 5.781000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.564000
Kernel 1: 0.022000
Kernel 2: 61.296001
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.004907 0.620690 fi:0.564646. Ave ac:0.015914,0.021227
Initialization: 5.864000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.278000
Kernel 1: 0.022000
Kernel 2: 60.813000
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.004363 0.666667 fi:0.484960. Ave ac:0.018713,0.026467
Initialization: 5.694000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.271000
Kernel 1: 0.023000
Kernel 2: 61.198002
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.005727 0.700000 fi:0.469775. Ave ac:0.017578,0.027319
Initialization: 5.631000
Memcpy Classifiers: 0.543000
Memcpy Instances: 8.450000
Kernel 1: 0.022000
Kernel 2: 60.202000
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003272 0.705882 fi:0.512514. Ave ac:0.014918,0.023167
Initialization: 5.649000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.760000
Kernel 1: 0.022000
Kernel 2: 60.835999
Copyback: 0.020000
Sum: 0.023000
It 28,Best ac:0.005453 0.606061 fi:0.557643. Ave ac:0.017158,0.024475
Initialization: 6.052000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.303000
Kernel 1: 0.022000
Kernel 2: 61.689999
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.003544 0.619048 fi:0.548081. Ave ac:0.012153,0.015456
MDL Theory Length Weight: 4.9388192777 (10)
Initialization: 5.684000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.325000
Kernel 1: 0.022000
Kernel 2: 60.667000
Copyback: 0.018000
Sum: 0.021000
It 30,Best ac:0.003272 0.705882 fi:0.450113. Ave ac:0.016411,0.026521
Initialization: 5.887000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.292000
Kernel 1: 0.023000
Kernel 2: 61.216999
Copyback: 0.017000
Sum: 0.020000
It 31,Best ac:0.006272 0.718750 fi:0.427906. Ave ac:0.013076,0.022182
Initialization: 5.642000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.284000
Kernel 1: 0.023000
Kernel 2: 62.710999
Copyback: 0.018000
Sum: 0.023000
It 32,Best ac:0.003546 0.764706 fi:0.409866. Ave ac:0.013755,0.022328
Initialization: 6.381000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.515000
Kernel 1: 0.023000
Kernel 2: 60.108002
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003272 0.800000 fi:0.365974. Ave ac:0.010464,0.015955
Initialization: 30.037001
Memcpy Instances: 368.015015
Memcpy Classifiers: 0.057000
Kernel 1: 0.022000
Kernel 2: 449.751007
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 461.151001
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.057000
Kernel 1: 0.021000
Kernel 2: 457.127991
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 449.015991
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 456.011993
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 454.341003
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 444.661011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 449.919006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.046000
Kernel 1: 0.014000
Kernel 2: 187.442001
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003627 0.501130 fi:0.659220. Ave ac:0.010875,0.031875
Best acc 0.003627 0.501130
Rule:Att PSSM_-4_7 is [-4.911947,-0.104758]|Att PSSM_-1_5 is [<4.488421]|Att PSSM_0_3 is [<-2.015492]|Att PSSM_0_12 is [-6.807360,-2.705685]|Att PSSM_1_4 is [<1.773757]|Att PSSM_1_6 is [>-6.608792]|Att PSSM_2_11 is [>-2.873686]|Att PSSM_3_15 is [<3.532733]|Att PSSM_4_12 is [<-1.267948]|1
Accuracy : 0.785244
0	1	
147924	16156	
34234	36324	
Removed 1192 instances. 182158 Instances left. Acc of rule 0.003458-0.531879
Initialization: 5.699000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.219000
Kernel 1: 0.031000
Kernel 2: 91.266998
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.004875 accuracy2:0.179418
Initialization: 5.566000
Memcpy Classifiers: 0.494000
Memcpy Instances: 7.432000
Kernel 1: 0.021000
Kernel 2: 98.488998
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.003568 0.448276 fi:0.651485. Ave ac:0.009212,0.011267
Initialization: 5.759000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.272000
Kernel 1: 0.022000
Kernel 2: 96.450996
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.003293 0.571429 fi:0.528481. Ave ac:0.010104,0.012455
Initialization: 6.090000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.236000
Kernel 1: 0.033000
Kernel 2: 96.641998
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.002745 0.625000 fi:0.583658. Ave ac:0.010182,0.013060
Initialization: 5.732000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.464000
Kernel 1: 0.021000
Kernel 2: 98.213997
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.007414 0.465517 fi:0.632159. Ave ac:0.010020,0.011471
Initialization: 5.970000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.688000
Kernel 1: 0.022000
Kernel 2: 99.866997
Copyback: 0.018000
Sum: 0.030000
It 4,Best ac:0.005763 0.567568 fi:0.531006. Ave ac:0.010749,0.011492
Initialization: 5.985000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.224000
Kernel 1: 0.022000
Kernel 2: 104.028999
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003568 0.650000 fi:0.449761. Ave ac:0.009646,0.009174
Initialization: 5.818000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.646000
Kernel 1: 0.023000
Kernel 2: 104.081001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.006041 0.578947 fi:0.519473. Ave ac:0.008594,0.010579
Initialization: 5.614000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.264000
Kernel 1: 0.022000
Kernel 2: 105.593002
Copyback: 0.018000
Sum: 0.033000
It 7,Best ac:0.002744 0.714286 fi:0.495527. Ave ac:0.007834,0.007584
Initialization: 5.958000
Memcpy Classifiers: 0.499000
Memcpy Instances: 7.231000
Kernel 1: 0.023000
Kernel 2: 99.825996
Copyback: 0.018000
Sum: 0.031000
It 8,Best ac:0.003020 0.846154 fi:0.283370. Ave ac:0.007887,0.010586
Initialization: 5.628000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.623000
Kernel 1: 0.023000
Kernel 2: 100.755997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.003019 0.687500 fi:0.443294. Ave ac:0.007931,0.007313
Iteration 10:MDL fitness activated
Error 0.443294 TL 0.039523
MDL Theory Length Weight: 3.7387299447 (2)
Initialization: 5.891000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.442000
Kernel 1: 0.023000
Kernel 2: 97.820000
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.004117 0.681818 fi:0.562542. Ave ac:0.007306,0.007942
Initialization: 5.607000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.221000
Kernel 1: 0.023000
Kernel 2: 93.721001
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.003295 0.666667 fi:0.580601. Ave ac:0.007402,0.007301
Initialization: 5.585000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.546000
Kernel 1: 0.023000
Kernel 2: 91.178001
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.003842 0.700000 fi:0.574217. Ave ac:0.008817,0.010515
Initialization: 5.590000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.379000
Kernel 1: 0.023000
Kernel 2: 85.182999
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.002744 0.833333 fi:0.446595. Ave ac:0.010644,0.014881
Initialization: 5.842000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.553000
Kernel 1: 0.022000
Kernel 2: 82.488998
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.004117 0.576923 fi:0.570355. Ave ac:0.008421,0.010211
Initialization: 5.977000
Memcpy Classifiers: 0.387000
Memcpy Instances: 7.380000
Kernel 1: 0.022000
Kernel 2: 78.137001
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.003568 0.619048 fi:0.572094. Ave ac:0.010726,0.021426
Initialization: 5.593000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.476000
Kernel 1: 0.023000
Kernel 2: 74.028999
Copyback: 0.018000
Sum: 0.024000
It 16,Best ac:0.004942 0.720000 fi:0.426797. Ave ac:0.013713,0.023284
Initialization: 5.809000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.252000
Kernel 1: 0.024000
Kernel 2: 70.642998
Copyback: 0.017000
Sum: 0.023000
It 17,Best ac:0.003019 0.785714 fi:0.441989. Ave ac:0.011394,0.024573
Initialization: 5.691000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.148000
Kernel 1: 0.023000
Kernel 2: 70.906998
Copyback: 0.018000
Sum: 0.024000
It 18,Best ac:0.004665 0.653846 fi:0.547603. Ave ac:0.018021,0.032262
Initialization: 6.129000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.860000
Kernel 1: 0.023000
Kernel 2: 72.084999
Copyback: 0.017000
Sum: 0.021000
It 19,Best ac:0.003293 0.705882 fi:0.483817. Ave ac:0.020837,0.027788
Initialization: 5.791000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.269000
Kernel 1: 0.021000
Kernel 2: 66.117996
Copyback: 0.017000
Sum: 0.025000
It 20,Best ac:0.002471 0.900000 fi:0.431363. Ave ac:0.015174,0.028984
Initialization: 5.734000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.056000
Kernel 1: 0.022000
Kernel 2: 67.588997
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.003843 0.736842 fi:0.407910. Ave ac:0.016032,0.025767
Initialization: 6.090000
Memcpy Classifiers: 0.308000
Memcpy Instances: 7.340000
Kernel 1: 0.023000
Kernel 2: 65.294998
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.002744 0.769231 fi:0.488961. Ave ac:0.016041,0.022923
Initialization: 6.167000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.284000
Kernel 1: 0.022000
Kernel 2: 65.098999
Copyback: 0.017000
Sum: 0.021000
It 23,Best ac:0.004116 0.750000 fi:0.392259. Ave ac:0.012524,0.019634
Initialization: 5.578000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.471000
Kernel 1: 0.022000
Kernel 2: 65.859001
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.004392 0.615385 fi:0.533811. Ave ac:0.011424,0.024896
Initialization: 5.964000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.553000
Kernel 1: 0.022000
Kernel 2: 64.553001
Copyback: 0.018000
Sum: 0.024000
It 25,Best ac:0.003569 0.650000 fi:0.489557. Ave ac:0.012506,0.023768
Initialization: 5.656000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.217000
Kernel 1: 0.023000
Kernel 2: 64.952003
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004941 0.620690 fi:0.509364. Ave ac:0.015528,0.033378
Initialization: 5.657000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.440000
Kernel 1: 0.021000
Kernel 2: 64.438004
Copyback: 0.018000
Sum: 0.023000
It 27,Best ac:0.002470 1.000000 fi:0.377112. Ave ac:0.009780,0.026682
Initialization: 5.674000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.982000
Kernel 1: 0.022000
Kernel 2: 64.074997
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.003843 0.666667 fi:0.479328. Ave ac:0.020369,0.037060
Initialization: 5.849000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.914000
Kernel 1: 0.021000
Kernel 2: 62.792000
Copyback: 0.018000
Sum: 0.024000
It 29,Best ac:0.005215 0.703704 fi:0.458470. Ave ac:0.012928,0.028583
Initialization: 5.630000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.719000
Kernel 1: 0.023000
Kernel 2: 64.068001
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.003293 0.666667 fi:0.481025. Ave ac:0.009109,0.020655
Initialization: 5.828000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.237000
Kernel 1: 0.023000
Kernel 2: 64.658997
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.004941 0.514286 fi:0.622748. Ave ac:0.008439,0.023848
Initialization: 5.944000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.239000
Kernel 1: 0.022000
Kernel 2: 64.388000
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003843 0.666667 fi:0.483849. Ave ac:0.015011,0.030510
Initialization: 5.856000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.416000
Kernel 1: 0.022000
Kernel 2: 63.816002
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003568 0.565217 fi:0.568599. Ave ac:0.013269,0.029102
Initialization: 31.318001
Memcpy Instances: 366.535004
Memcpy Classifiers: 0.083000
Kernel 1: 0.022000
Kernel 2: 534.705994
Copyback: 0.016000
Sum: 0.018000
Memcpy Classifiers: 0.082000
Kernel 1: 0.015000
Kernel 2: 454.960999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 539.421021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 457.194000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 543.382019
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 441.433014
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.083000
Kernel 1: 0.018000
Kernel 2: 548.968994
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 432.794006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 148.951004
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004277 0.513852 fi:0.648832. Ave ac:0.015237,0.049334
Best acc 0.004277 0.513852
Initialization: 5.928000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.713000
Kernel 1: 0.024000
Kernel 2: 89.824997
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.004199 accuracy2:0.173312
Initialization: 5.914000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.271000
Kernel 1: 0.022000
Kernel 2: 94.837997
Copyback: 0.017000
Sum: 0.031000
It 0,Best ac:0.006313 0.353846 fi:0.744430. Ave ac:0.007846,0.009863
Initialization: 5.612000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.454000
Kernel 1: 0.022000
Kernel 2: 94.305000
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.007135 0.393939 fi:0.703892. Ave ac:0.009248,0.011433
Initialization: 5.675000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.258000
Kernel 1: 0.023000
Kernel 2: 95.255997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.005215 0.431818 fi:0.667052. Ave ac:0.010585,0.012037
Initialization: 5.852000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.222000
Kernel 1: 0.022000
Kernel 2: 94.397003
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.006039 0.440000 fi:0.658425. Ave ac:0.011268,0.013286
Initialization: 5.614000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.848000
Kernel 1: 0.022000
Kernel 2: 91.858002
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.003843 0.583333 fi:0.516276. Ave ac:0.011366,0.012702
Initialization: 6.002000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.230000
Kernel 1: 0.023000
Kernel 2: 91.071999
Copyback: 0.369000
Sum: 0.034000
It 5,Best ac:0.003568 0.619048 fi:0.480713. Ave ac:0.009757,0.009889
Initialization: 5.987000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.618000
Kernel 1: 0.022000
Kernel 2: 90.737000
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.006312 0.547619 fi:0.550657. Ave ac:0.008257,0.008453
Initialization: 5.542000
Memcpy Classifiers: 0.604000
Memcpy Instances: 7.227000
Kernel 1: 0.023000
Kernel 2: 87.297997
Copyback: 0.018000
Sum: 0.036000
It 7,Best ac:0.003295 0.545455 fi:0.554452. Ave ac:0.009620,0.011894
Initialization: 5.689000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.578000
Kernel 1: 0.023000
Kernel 2: 84.996002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003294 0.750000 fi:0.349909. Ave ac:0.008911,0.009052
Initialization: 5.984000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.230000
Kernel 1: 0.022000
Kernel 2: 86.073997
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.003843 0.736842 fi:0.362770. Ave ac:0.008696,0.010179
Iteration 10:MDL fitness activated
Error 0.362770 TL 0.028265
MDL Theory Length Weight: 4.2781521231 (2)
Initialization: 6.463000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.292000
Kernel 1: 0.022000
Kernel 2: 83.000999
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.003019 0.733333 fi:0.554805. Ave ac:0.008731,0.011194
Initialization: 5.716000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.228000
Kernel 1: 0.022000
Kernel 2: 80.296997
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.007414 0.574468 fi:0.573733. Ave ac:0.008201,0.009808
Initialization: 5.558000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.248000
Kernel 1: 0.023000
Kernel 2: 82.230003
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.003568 0.812500 fi:0.367662. Ave ac:0.009118,0.013202
Initialization: 5.938000
Memcpy Classifiers: 0.365000
Memcpy Instances: 7.240000
Kernel 1: 0.022000
Kernel 2: 77.629997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.002470 0.818182 fi:0.590355. Ave ac:0.009093,0.013894
Initialization: 5.548000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.436000
Kernel 1: 0.022000
Kernel 2: 77.323997
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.005215 0.678571 fi:0.504031. Ave ac:0.008369,0.010456
Initialization: 5.773000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.253000
Kernel 1: 0.024000
Kernel 2: 74.973999
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.003568 0.722222 fi:0.525674. Ave ac:0.009018,0.012321
Initialization: 5.848000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.333000
Kernel 1: 0.022000
Kernel 2: 74.000000
Copyback: 0.017000
Sum: 0.024000
It 16,Best ac:0.003019 0.785714 fi:0.431662. Ave ac:0.011632,0.019693
Initialization: 5.849000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.223000
Kernel 1: 0.022000
Kernel 2: 73.351997
Copyback: 0.017000
Sum: 0.024000
It 17,Best ac:0.004117 0.714286 fi:0.468424. Ave ac:0.011055,0.016251
Initialization: 5.582000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.267000
Kernel 1: 0.022000
Kernel 2: 72.580002
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.004392 0.666667 fi:0.493599. Ave ac:0.013374,0.019721
Initialization: 5.567000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.482000
Kernel 1: 0.022000
Kernel 2: 73.307999
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.003019 0.733333 fi:0.477865. Ave ac:0.015065,0.023880
Initialization: 5.805000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.263000
Kernel 1: 0.023000
Kernel 2: 71.669998
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.004117 0.681818 fi:0.467336. Ave ac:0.014565,0.021405
Initialization: 5.567000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.522000
Kernel 1: 0.023000
Kernel 2: 70.013000
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.004666 0.680000 fi:0.474336. Ave ac:0.010266,0.014116
MDL Theory Length Weight: 3.8503369108 (10)
Initialization: 7.711000
Memcpy Classifiers: 0.248000
Memcpy Instances: 7.458000
Kernel 1: 0.023000
Kernel 2: 70.039001
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.003294 0.857143 fi:0.301626. Ave ac:0.011348,0.014311
Initialization: 5.887000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.344000
Kernel 1: 0.022000
Kernel 2: 69.997002
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.008782 0.542373 fi:0.595540. Ave ac:0.006014,0.008916
Initialization: 5.907000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.234000
Kernel 1: 0.023000
Kernel 2: 68.658997
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.004117 0.681818 fi:0.459078. Ave ac:0.010708,0.015462
Initialization: 6.047000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.248000
Kernel 1: 0.022000
Kernel 2: 68.155998
Copyback: 0.018000
Sum: 0.023000
It 25,Best ac:0.002470 0.900000 fi:0.431964. Ave ac:0.010962,0.012888
Initialization: 5.557000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.660000
Kernel 1: 0.022000
Kernel 2: 67.498001
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.005490 0.740741 fi:0.403358. Ave ac:0.008697,0.012332
Initialization: 6.013000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.312000
Kernel 1: 0.022000
Kernel 2: 67.421997
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.004116 0.789474 fi:0.394169. Ave ac:0.007117,0.010606
Initialization: 6.439000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.642000
Kernel 1: 0.022000
Kernel 2: 67.112000
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.003293 0.705882 fi:0.434995. Ave ac:0.004703,0.004602
Initialization: 6.033000
Memcpy Classifiers: 0.337000
Memcpy Instances: 7.597000
Kernel 1: 0.022000
Kernel 2: 66.206001
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003020 0.647059 fi:0.536938. Ave ac:0.007720,0.010323
Initialization: 5.773000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.350000
Kernel 1: 0.023000
Kernel 2: 66.063004
Copyback: 0.018000
Sum: 0.024000
It 30,Best ac:0.004666 0.629630 fi:0.548258. Ave ac:0.006097,0.009040
Initialization: 5.982000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.288000
Kernel 1: 0.023000
Kernel 2: 65.649002
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003019 0.687500 fi:0.504139. Ave ac:0.011232,0.013361
MDL Theory Length Weight: 3.4653032197 (20)
Initialization: 5.594000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.563000
Kernel 1: 0.022000
Kernel 2: 65.384003
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.004666 0.708333 fi:0.449566. Ave ac:0.011068,0.012953
Initialization: 5.636000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.569000
Kernel 1: 0.022000
Kernel 2: 64.790001
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003019 0.647059 fi:0.526416. Ave ac:0.007058,0.007766
Initialization: 32.723999
Memcpy Instances: 380.239014
Memcpy Classifiers: 0.076000
Kernel 1: 0.023000
Kernel 2: 562.546021
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 474.578003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 568.564026
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 473.554993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 558.169983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 472.303986
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.073000
Kernel 1: 0.015000
Kernel 2: 562.296997
Copyback: 0.366000
Sum: 0.003000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 472.924988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 150.315002
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003222 0.515817 fi:0.628082. Ave ac:0.010073,0.028439
Best acc 0.003222 0.515817
Rule:Att PSSM_0_2 is [<-2.053823]|Att PSSM_0_13 is [2.318408,6.835425]|Att PSSM_1_20 is [>-2.802765]|Att PSSM_3_7 is [<-0.458285]|1
Accuracy : 0.785397
0	1	
147373	16707	
33647	36911	
Removed 1138 instances. 181020 Instances left. Acc of rule 0.003222-0.515817
Initialization: 5.524000
Memcpy Classifiers: 0.863000
Memcpy Instances: 7.175000
Kernel 1: 0.023000
Kernel 2: 88.518997
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.004951 accuracy2:0.190215
Initialization: 5.800000
Memcpy Classifiers: 0.578000
Memcpy Instances: 7.178000
Kernel 1: 0.022000
Kernel 2: 93.167000
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.003315 0.666667 fi:0.433211. Ave ac:0.008821,0.012345
Initialization: 5.551000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.220000
Kernel 1: 0.022000
Kernel 2: 96.151001
Copyback: 0.018000
Sum: 0.030000
It 1,Best ac:0.005800 0.477273 fi:0.621245. Ave ac:0.009827,0.012059
Initialization: 5.521000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.980000
Kernel 1: 0.021000
Kernel 2: 92.269997
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.002486 0.750000 fi:0.526151. Ave ac:0.010973,0.013352
Initialization: 5.873000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.180000
Kernel 1: 0.023000
Kernel 2: 90.586998
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.004144 0.600000 fi:0.499424. Ave ac:0.010601,0.013318
Initialization: 5.619000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.644000
Kernel 1: 0.023000
Kernel 2: 93.425003
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.006630 0.558140 fi:0.539925. Ave ac:0.009669,0.010039
Initialization: 5.936000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.200000
Kernel 1: 0.021000
Kernel 2: 92.657997
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.003315 0.600000 fi:0.499878. Ave ac:0.009724,0.010822
Initialization: 5.535000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.689000
Kernel 1: 0.022000
Kernel 2: 92.487000
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.006352 0.638889 fi:0.459327. Ave ac:0.008638,0.008571
Initialization: 5.989000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.679000
Kernel 1: 0.022000
Kernel 2: 88.736000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003591 0.565217 fi:0.534509. Ave ac:0.009805,0.009098
Initialization: 5.962000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.205000
Kernel 1: 0.022000
Kernel 2: 91.781998
Copyback: 0.018000
Sum: 0.043000
It 8,Best ac:0.004419 0.695652 fi:0.403621. Ave ac:0.010747,0.008638
Initialization: 5.529000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.243000
Kernel 1: 0.023000
Kernel 2: 86.692001
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.007182 0.722222 fi:0.375540. Ave ac:0.008407,0.007397
Iteration 10:MDL fitness activated
Error 0.375540 TL 0.035027
MDL Theory Length Weight: 3.5737968063 (1)
Initialization: 6.083000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.567000
Kernel 1: 0.022000
Kernel 2: 88.736000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.004696 0.566667 fi:0.661442. Ave ac:0.005649,0.005334
Initialization: 5.572000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.424000
Kernel 1: 0.022000
Kernel 2: 88.619003
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.004972 0.692308 fi:0.522364. Ave ac:0.009565,0.007478
Initialization: 6.088000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.301000
Kernel 1: 0.021000
Kernel 2: 87.963997
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.003038 0.611111 fi:0.615298. Ave ac:0.009738,0.008529
Initialization: 5.519000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.342000
Kernel 1: 0.022000
Kernel 2: 86.984001
Copyback: 0.016000
Sum: 0.034000
It 13,Best ac:0.003314 0.800000 fi:0.412740. Ave ac:0.010029,0.008351
Initialization: 5.504000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.192000
Kernel 1: 0.023000
Kernel 2: 84.962997
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.007733 0.756757 fi:0.439113. Ave ac:0.007930,0.007150
Initialization: 5.536000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.942000
Kernel 1: 0.022000
Kernel 2: 84.750999
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.005523 0.606061 fi:0.611836. Ave ac:0.006733,0.006721
Initialization: 5.509000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.222000
Kernel 1: 0.023000
Kernel 2: 87.247002
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003316 0.750000 fi:0.437386. Ave ac:0.007273,0.006412
Initialization: 5.738000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.182000
Kernel 1: 0.023000
Kernel 2: 81.953003
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.003314 0.705882 fi:0.470687. Ave ac:0.006539,0.006257
Initialization: 5.595000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.364000
Kernel 1: 0.022000
Kernel 2: 81.116997
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.005803 0.656250 fi:0.544393. Ave ac:0.007562,0.007756
Initialization: 5.587000
Memcpy Classifiers: 0.575000
Memcpy Instances: 7.218000
Kernel 1: 0.022000
Kernel 2: 79.459999
Copyback: 0.018000
Sum: 0.034000
It 19,Best ac:0.003039 0.846154 fi:0.363328. Ave ac:0.009049,0.007125
Initialization: 6.393000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.193000
Kernel 1: 0.023000
Kernel 2: 80.718002
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.003314 0.666667 fi:0.533564. Ave ac:0.006688,0.005357
Initialization: 5.633000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.702000
Kernel 1: 0.022000
Kernel 2: 80.978996
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.002209 1.000000 fi:0.468130. Ave ac:0.007302,0.006053
Initialization: 6.454000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.260000
Kernel 1: 0.023000
Kernel 2: 81.503998
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.004695 0.708333 fi:0.474622. Ave ac:0.006052,0.006844
Initialization: 5.575000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.177000
Kernel 1: 0.023000
Kernel 2: 81.415001
Copyback: 0.018000
Sum: 0.041000
It 23,Best ac:0.005249 0.826087 fi:0.375709. Ave ac:0.006925,0.006164
Initialization: 5.982000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.187000
Kernel 1: 0.022000
Kernel 2: 80.681999
Copyback: 0.018000
Sum: 0.033000
It 24,Best ac:0.002762 0.833333 fi:0.451404. Ave ac:0.006010,0.005062
Initialization: 5.574000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.597000
Kernel 1: 0.022000
Kernel 2: 80.806999
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.004419 0.640000 fi:0.533570. Ave ac:0.005946,0.005315
Initialization: 5.522000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.604000
Kernel 1: 0.022000
Kernel 2: 79.404999
Copyback: 0.016000
Sum: 0.037000
It 26,Best ac:0.003314 0.923077 fi:0.288351. Ave ac:0.007270,0.007172
Initialization: 6.806000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.192000
Kernel 1: 0.023000
Kernel 2: 78.903000
Copyback: 0.018000
Sum: 0.036000
It 27,Best ac:0.002762 1.000000 fi:0.276276. Ave ac:0.007564,0.005883
Initialization: 6.506000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.259000
Kernel 1: 0.022000
Kernel 2: 73.641998
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.008564 0.632653 fi:0.548356. Ave ac:0.005701,0.005836
Initialization: 5.552000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.378000
Kernel 1: 0.022000
Kernel 2: 74.164001
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.003867 0.777778 fi:0.409950. Ave ac:0.005928,0.006011
Initialization: 5.896000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.214000
Kernel 1: 0.022000
Kernel 2: 74.487999
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.003867 0.583333 fi:0.602415. Ave ac:0.006471,0.006025
Initialization: 5.647000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.919000
Kernel 1: 0.022000
Kernel 2: 76.804001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.003590 0.764706 fi:0.430409. Ave ac:0.009855,0.007158
Initialization: 5.855000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.263000
Kernel 1: 0.024000
Kernel 2: 74.375999
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.002762 0.833333 fi:0.437301. Ave ac:0.006476,0.005188
Initialization: 5.534000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.553000
Kernel 1: 0.022000
Kernel 2: 76.790001
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.005800 0.636364 fi:0.535394. Ave ac:0.007301,0.006608
Initialization: 31.084000
Memcpy Instances: 364.058014
Memcpy Classifiers: 0.073000
Kernel 1: 0.021000
Kernel 2: 641.403015
Copyback: 0.369000
Sum: 0.016000
Memcpy Classifiers: 0.280000
Kernel 1: 0.014000
Kernel 2: 634.632019
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.019000
Kernel 2: 646.927002
Copyback: 0.023000
Sum: 0.009000
Memcpy Classifiers: 0.074000
Kernel 1: 0.022000
Kernel 2: 641.424988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 631.328003
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.072000
Kernel 1: 0.016000
Kernel 2: 642.419983
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 644.567993
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.073000
Kernel 1: 0.016000
Kernel 2: 625.086975
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.043000
Kernel 1: 0.013000
Kernel 2: 119.125999
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003596 0.517077 fi:0.668819. Ave ac:0.008078,0.021899
Best acc 0.003596 0.517077
Initialization: 5.560000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.924000
Kernel 1: 0.024000
Kernel 2: 91.454002
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005312 accuracy2:0.177219
Initialization: 5.545000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.651000
Kernel 1: 0.022000
Kernel 2: 95.980003
Copyback: 0.017000
Sum: 0.029000
It 0,Best ac:0.003590 0.433333 fi:0.666393. Ave ac:0.009737,0.013519
Initialization: 5.643000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.432000
Kernel 1: 0.022000
Kernel 2: 95.375999
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.003314 0.480000 fi:0.619878. Ave ac:0.010573,0.012236
Initialization: 5.585000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.174000
Kernel 1: 0.023000
Kernel 2: 93.752998
Copyback: 0.018000
Sum: 0.029000
It 2,Best ac:0.006352 0.522727 fi:0.575488. Ave ac:0.011143,0.011168
Initialization: 6.013000
Memcpy Classifiers: 0.457000
Memcpy Instances: 8.207000
Kernel 1: 0.022000
Kernel 2: 88.782997
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.003315 0.500000 fi:0.599878. Ave ac:0.008431,0.009350
Initialization: 5.749000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.788000
Kernel 1: 0.023000
Kernel 2: 90.290001
Copyback: 0.018000
Sum: 0.031000
It 4,Best ac:0.003315 0.571429 fi:0.528449. Ave ac:0.011742,0.012146
Initialization: 5.596000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.245000
Kernel 1: 0.022000
Kernel 2: 88.744003
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.005803 0.583333 fi:0.515180. Ave ac:0.011439,0.013212
Initialization: 6.426000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.493000
Kernel 1: 0.021000
Kernel 2: 84.536003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.002486 0.750000 fi:0.526151. Ave ac:0.010766,0.010703
Initialization: 5.796000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.183000
Kernel 1: 0.021000
Kernel 2: 85.375999
Copyback: 0.018000
Sum: 0.028000
It 7,Best ac:0.005525 0.645161 fi:0.453508. Ave ac:0.009860,0.009344
Initialization: 5.813000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.220000
Kernel 1: 0.021000
Kernel 2: 87.255997
Copyback: 0.018000
Sum: 0.027000
It 8,Best ac:0.005247 0.703704 fi:0.395116. Ave ac:0.008213,0.008424
Initialization: 5.731000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.178000
Kernel 1: 0.023000
Kernel 2: 86.771004
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.003590 0.684211 fi:0.415516. Ave ac:0.008457,0.009594
Iteration 10:MDL fitness activated
Error 0.415516 TL 0.027791
MDL Theory Length Weight: 4.9837774828 (2)
Initialization: 5.542000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.912000
Kernel 1: 0.022000
Kernel 2: 85.297997
Copyback: 0.023000
Sum: 0.033000
It 10,Best ac:0.003039 0.785714 fi:0.501494. Ave ac:0.007319,0.008993
Initialization: 6.286000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.216000
Kernel 1: 0.022000
Kernel 2: 85.106003
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.003866 0.583333 fi:0.653330. Ave ac:0.008284,0.007622
Initialization: 5.900000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.224000
Kernel 1: 0.022000
Kernel 2: 85.344002
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.003315 0.750000 fi:0.483450. Ave ac:0.009211,0.008476
Initialization: 6.122000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.877000
Kernel 1: 0.022000
Kernel 2: 81.507004
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.008287 0.600000 fi:0.570260. Ave ac:0.009999,0.011034
Initialization: 5.910000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.541000
Kernel 1: 0.022000
Kernel 2: 82.485001
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.004143 0.625000 fi:0.543137. Ave ac:0.012635,0.015863
Initialization: 5.963000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.321000
Kernel 1: 0.021000
Kernel 2: 79.234001
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.010773 0.619048 fi:0.563227. Ave ac:0.010954,0.013183
Initialization: 5.995000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.185000
Kernel 1: 0.022000
Kernel 2: 76.564003
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003867 0.700000 fi:0.505855. Ave ac:0.014033,0.017223
Initialization: 5.927000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.177000
Kernel 1: 0.021000
Kernel 2: 75.084000
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.004144 0.681818 fi:0.517288. Ave ac:0.010930,0.013211
Initialization: 6.477000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.226000
Kernel 1: 0.022000
Kernel 2: 77.014000
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.003315 0.666667 fi:0.520143. Ave ac:0.010927,0.014677
Initialization: 6.247000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.181000
Kernel 1: 0.022000
Kernel 2: 76.957001
Copyback: 0.018000
Sum: 0.033000
It 19,Best ac:0.005249 0.760000 fi:0.424048. Ave ac:0.008328,0.010479
Initialization: 5.526000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.420000
Kernel 1: 0.021000
Kernel 2: 77.737999
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.002762 0.833333 fi:0.439555. Ave ac:0.008503,0.010779
Initialization: 5.987000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.751000
Kernel 1: 0.021000
Kernel 2: 75.678001
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.003867 0.666667 fi:0.519007. Ave ac:0.008844,0.013063
Initialization: 6.282000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.197000
Kernel 1: 0.022000
Kernel 2: 77.917999
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.003038 0.578947 fi:0.605061. Ave ac:0.006537,0.006407
Initialization: 5.517000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.426000
Kernel 1: 0.023000
Kernel 2: 78.172997
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.003314 0.750000 fi:0.456157. Ave ac:0.009043,0.009798
Initialization: 5.838000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.358000
Kernel 1: 0.022000
Kernel 2: 77.574997
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.004971 0.692308 fi:0.500862. Ave ac:0.007245,0.007952
Initialization: 5.618000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.287000
Kernel 1: 0.023000
Kernel 2: 75.528000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.005247 0.730769 fi:0.453283. Ave ac:0.008423,0.007948
Initialization: 5.636000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.232000
Kernel 1: 0.023000
Kernel 2: 75.056000
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.003315 0.750000 fi:0.438107. Ave ac:0.007841,0.006879
Initialization: 5.760000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.348000
Kernel 1: 0.023000
Kernel 2: 72.459000
Copyback: 0.018000
Sum: 0.027000
It 27,Best ac:0.004144 0.625000 fi:0.566749. Ave ac:0.005382,0.005312
Initialization: 5.596000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.588000
Kernel 1: 0.022000
Kernel 2: 73.026001
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.003039 0.785714 fi:0.435116. Ave ac:0.008466,0.007527
MDL Theory Length Weight: 4.4853997345 (10)
Initialization: 5.550000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.201000
Kernel 1: 0.023000
Kernel 2: 72.652000
Copyback: 0.019000
Sum: 0.029000
It 29,Best ac:0.003039 0.916667 fi:0.291721. Ave ac:0.007008,0.006951
Initialization: 5.559000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.167000
Kernel 1: 0.022000
Kernel 2: 75.424004
Copyback: 0.018000
Sum: 0.027000
It 30,Best ac:0.004145 0.714286 fi:0.460596. Ave ac:0.008610,0.007892
Initialization: 5.551000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.533000
Kernel 1: 0.022000
Kernel 2: 72.500000
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.003039 0.785714 fi:0.419295. Ave ac:0.005710,0.006645
Initialization: 5.576000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.632000
Kernel 1: 0.022000
Kernel 2: 74.755997
Copyback: 0.020000
Sum: 0.026000
It 32,Best ac:0.003314 0.666667 fi:0.514556. Ave ac:0.008116,0.007930
Initialization: 5.823000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.189000
Kernel 1: 0.022000
Kernel 2: 71.680000
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.003039 0.733333 fi:0.466897. Ave ac:0.009583,0.010566
Initialization: 31.382000
Memcpy Instances: 365.897003
Memcpy Classifiers: 0.070000
Kernel 1: 0.022000
Kernel 2: 631.929016
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.065000
Kernel 1: 0.016000
Kernel 2: 643.968994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 623.455017
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.100000
Kernel 1: 0.014000
Kernel 2: 646.135986
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 633.874023
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 664.322021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 642.122986
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 647.189026
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.043000
Kernel 1: 0.014000
Kernel 2: 117.896004
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003160 0.514388 fi:0.666919. Ave ac:0.007977,0.022882
Best acc 0.003160 0.514388
Rule:Att PSSM_-3_18 is [>-5.297293]|Att PSSM_-1_12 is [-5.505738,-0.494262]|Att PSSM_0_5 is [>-2.070938]|Att PSSM_0_7 is [<-0.618929]|Att PSSM_0_15 is [>-6.363490]|Att PSSM_1_4 is [-5.765295,-2.078043]|Att PSSM_3_12 is [<-1.275270]|Att PSSM_4_7 is [<-0.922764]|Att PSSM_4_15 is [-4.163943,0.810559]|1
Accuracy : 0.785580
0	1	
146765	17315	
32996	37562	
Removed 1259 instances. 179761 Instances left. Acc of rule 0.003596-0.517077
Initialization: 5.874000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.203000
Kernel 1: 0.024000
Kernel 2: 90.126999
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.005654 accuracy2:0.177672
Initialization: 5.523000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.358000
Kernel 1: 0.023000
Kernel 2: 94.882004
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.001113 1.000000 fi:0.671953. Ave ac:0.009381,0.013095
Initialization: 5.890000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.156000
Kernel 1: 0.022000
Kernel 2: 95.244003
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004729 0.607143 fi:0.491925. Ave ac:0.011664,0.014397
Initialization: 5.579000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.582000
Kernel 1: 0.022000
Kernel 2: 95.655998
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.004449 0.444444 fi:0.654781. Ave ac:0.013954,0.015494
Initialization: 5.559000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.147000
Kernel 1: 0.023000
Kernel 2: 96.504997
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.004172 0.555556 fi:0.543824. Ave ac:0.012754,0.014333
Initialization: 5.888000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.127000
Kernel 1: 0.022000
Kernel 2: 93.732002
Copyback: 0.018000
Sum: 0.037000
It 4,Best ac:0.003059 0.523810 fi:0.576186. Ave ac:0.012403,0.012723
Initialization: 5.871000
Memcpy Classifiers: 0.401000
Memcpy Instances: 7.202000
Kernel 1: 0.022000
Kernel 2: 95.084999
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.003615 0.650000 fi:0.449688. Ave ac:0.012268,0.011231
Initialization: 5.610000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.594000
Kernel 1: 0.022000
Kernel 2: 95.675003
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.005285 0.527778 fi:0.570986. Ave ac:0.008860,0.010270
Initialization: 6.193000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.208000
Kernel 1: 0.022000
Kernel 2: 93.630997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004451 0.640000 fi:0.459226. Ave ac:0.009217,0.011681
Initialization: 5.570000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.557000
Kernel 1: 0.022000
Kernel 2: 91.183998
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.004449 0.640000 fi:0.459226. Ave ac:0.007889,0.009790
Initialization: 5.832000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.167000
Kernel 1: 0.021000
Kernel 2: 89.489998
Copyback: 0.018000
Sum: 0.029000
It 9,Best ac:0.005563 0.606061 fi:0.492549. Ave ac:0.009321,0.011840
Iteration 10:MDL fitness activated
Error 0.492549 TL 0.029208
MDL Theory Length Weight: 5.6212204029 (5)
Initialization: 5.512000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.277000
Kernel 1: 0.022000
Kernel 2: 89.068001
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.003060 0.550000 fi:0.643846. Ave ac:0.007302,0.007683
Initialization: 5.792000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.123000
Kernel 1: 0.022000
Kernel 2: 88.203003
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.003060 0.733333 fi:0.600907. Ave ac:0.009695,0.012890
Initialization: 5.717000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.215000
Kernel 1: 0.022000
Kernel 2: 85.116997
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.007232 0.650000 fi:0.619310. Ave ac:0.009339,0.012013
Initialization: 5.516000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.403000
Kernel 1: 0.022000
Kernel 2: 83.113998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.003059 0.687500 fi:0.586645. Ave ac:0.009979,0.014717
Initialization: 5.773000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.009000
Kernel 1: 0.021000
Kernel 2: 80.444000
Copyback: 0.021000
Sum: 0.035000
It 14,Best ac:0.002503 0.900000 fi:0.536042. Ave ac:0.009410,0.012444
Initialization: 6.016000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.142000
Kernel 1: 0.022000
Kernel 2: 75.132004
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.004172 0.576923 fi:0.602237. Ave ac:0.010323,0.015560
Initialization: 5.831000
Memcpy Classifiers: 0.325000
Memcpy Instances: 7.639000
Kernel 1: 0.021000
Kernel 2: 73.700996
Copyback: 0.017000
Sum: 0.023000
It 16,Best ac:0.003616 0.650000 fi:0.543363. Ave ac:0.015095,0.020238
Initialization: 5.819000
Memcpy Classifiers: 0.337000
Memcpy Instances: 8.003000
Kernel 1: 0.021000
Kernel 2: 71.933998
Copyback: 0.017000
Sum: 0.023000
It 17,Best ac:0.003894 0.823529 fi:0.379723. Ave ac:0.011791,0.018330
Initialization: 5.996000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.525000
Kernel 1: 0.022000
Kernel 2: 72.375000
Copyback: 0.020000
Sum: 0.024000
It 18,Best ac:0.004451 0.761905 fi:0.443101. Ave ac:0.012619,0.015984
Initialization: 5.953000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.040000
Kernel 1: 0.022000
Kernel 2: 71.444000
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.002782 0.769231 fi:0.523274. Ave ac:0.013466,0.024482
Initialization: 6.138000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.144000
Kernel 1: 0.022000
Kernel 2: 70.699997
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.003894 0.583333 fi:0.582588. Ave ac:0.011686,0.016419
Initialization: 5.602000
Memcpy Classifiers: 0.299000
Memcpy Instances: 7.515000
Kernel 1: 0.022000
Kernel 2: 70.780998
Copyback: 0.018000
Sum: 0.024000
It 21,Best ac:0.004451 0.695652 fi:0.497248. Ave ac:0.014479,0.021455
Initialization: 6.018000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.630000
Kernel 1: 0.022000
Kernel 2: 68.372002
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.003893 0.636364 fi:0.535493. Ave ac:0.013283,0.019902
Initialization: 5.989000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.126000
Kernel 1: 0.021000
Kernel 2: 67.961998
Copyback: 0.025000
Sum: 0.026000
It 23,Best ac:0.003060 0.687500 fi:0.509232. Ave ac:0.015713,0.026674
Initialization: 6.309000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.456000
Kernel 1: 0.023000
Kernel 2: 69.443001
Copyback: 0.018000
Sum: 0.040000
It 24,Best ac:0.004451 0.666667 fi:0.481649. Ave ac:0.019402,0.032381
Initialization: 5.515000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.159000
Kernel 1: 0.022000
Kernel 2: 68.248001
Copyback: 0.018000
Sum: 0.025000
It 25,Best ac:0.004172 0.750000 fi:0.420030. Ave ac:0.016102,0.028887
Initialization: 6.865000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.964000
Kernel 1: 0.022000
Kernel 2: 67.431999
Copyback: 0.018000
Sum: 0.024000
It 26,Best ac:0.004727 0.607143 fi:0.583975. Ave ac:0.019190,0.032736
MDL Theory Length Weight: 5.0590983626 (10)
Initialization: 5.677000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.449000
Kernel 1: 0.022000
Kernel 2: 65.390999
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.004451 0.615385 fi:0.528022. Ave ac:0.021480,0.037931
Initialization: 5.594000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.506000
Kernel 1: 0.022000
Kernel 2: 65.919998
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.004729 0.680000 fi:0.473632. Ave ac:0.024631,0.039853
Initialization: 6.774000
Memcpy Classifiers: 0.248000
Memcpy Instances: 7.204000
Kernel 1: 0.022000
Kernel 2: 66.307999
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.003337 0.705882 fi:0.456230. Ave ac:0.026596,0.041065
Initialization: 5.566000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.616000
Kernel 1: 0.023000
Kernel 2: 67.828003
Copyback: 0.018000
Sum: 0.023000
It 30,Best ac:0.003059 0.647059 fi:0.548608. Ave ac:0.025760,0.038855
Initialization: 5.526000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.882000
Kernel 1: 0.021000
Kernel 2: 64.650002
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.003894 0.736842 fi:0.427782. Ave ac:0.027049,0.047005
Initialization: 5.522000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.595000
Kernel 1: 0.022000
Kernel 2: 64.657997
Copyback: 0.017000
Sum: 0.020000
It 32,Best ac:0.003059 0.647059 fi:0.488348. Ave ac:0.026556,0.042039
Initialization: 6.887000
Memcpy Classifiers: 0.248000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 65.307999
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003616 0.684211 fi:0.484471. Ave ac:0.016061,0.030606
Initialization: 31.209000
Memcpy Instances: 358.522003
Memcpy Classifiers: 0.068000
Kernel 1: 0.022000
Kernel 2: 545.916992
Copyback: 0.017000
Sum: 0.014000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 537.963989
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 532.192993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 547.296021
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 545.713989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 540.599976
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 546.757996
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 558.004028
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.043000
Kernel 1: 0.013000
Kernel 2: 110.966003
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.091661 0.418527 fi:0.697538. Ave ac:0.019994,0.061828
Best acc 0.091661 0.418527
Initialization: 5.928000
Memcpy Classifiers: 0.560000
Memcpy Instances: 7.125000
Kernel 1: 0.024000
Kernel 2: 90.641998
Copyback: 0.018000
Sum: 0.053000
Initial population average accuracy1:0.004723 accuracy2:0.169931
Initialization: 5.867000
Memcpy Classifiers: 1.457000
Memcpy Instances: 7.146000
Kernel 1: 0.023000
Kernel 2: 92.338997
Copyback: 0.018000
Sum: 0.039000
It 0,Best ac:0.004174 0.555556 fi:0.543821. Ave ac:0.007703,0.009563
Initialization: 6.062000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.099000
Kernel 1: 0.022000
Kernel 2: 95.083000
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.008345 0.447761 fi:0.649307. Ave ac:0.008973,0.010864
Initialization: 5.936000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.608000
Kernel 1: 0.022000
Kernel 2: 91.398003
Copyback: 0.371000
Sum: 0.032000
It 2,Best ac:0.008067 0.491525 fi:0.605697. Ave ac:0.009388,0.011568
Initialization: 5.939000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.371000
Kernel 1: 0.022000
Kernel 2: 90.600998
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.003059 0.578947 fi:0.521049. Ave ac:0.008358,0.008442
Initialization: 5.849000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.202000
Kernel 1: 0.022000
Kernel 2: 90.161003
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.004171 0.681818 fi:0.417562. Ave ac:0.008294,0.011282
Initialization: 5.898000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.134000
Kernel 1: 0.023000
Kernel 2: 88.873001
Copyback: 0.018000
Sum: 0.038000
It 5,Best ac:0.006398 0.522727 fi:0.575420. Ave ac:0.006833,0.008306
Initialization: 5.933000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.264000
Kernel 1: 0.022000
Kernel 2: 87.696999
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.003337 0.600000 fi:0.499842. Ave ac:0.006656,0.007935
Initialization: 5.907000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.134000
Kernel 1: 0.022000
Kernel 2: 87.180000
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003616 0.684211 fi:0.415477. Ave ac:0.006394,0.006523
Initialization: 5.532000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.748000
Kernel 1: 0.022000
Kernel 2: 82.356003
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.003059 0.647059 fi:0.452937. Ave ac:0.005660,0.005261
Initialization: 5.992000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.146000
Kernel 1: 0.022000
Kernel 2: 82.138000
Copyback: 0.019000
Sum: 0.032000
It 9,Best ac:0.003615 0.650000 fi:0.449688. Ave ac:0.006021,0.005573
Iteration 10:MDL fitness activated
Error 0.449688 TL 0.033151
MDL Theory Length Weight: 4.5216677648 (3)
Initialization: 6.100000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.167000
Kernel 1: 0.024000
Kernel 2: 81.574997
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.007232 0.590909 fi:0.598476. Ave ac:0.006530,0.005446
Initialization: 5.563000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.398000
Kernel 1: 0.023000
Kernel 2: 79.209000
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.005285 0.575758 fi:0.643575. Ave ac:0.005168,0.005592
Initialization: 5.813000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.156000
Kernel 1: 0.021000
Kernel 2: 78.305000
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.005284 0.703704 fi:0.465055. Ave ac:0.007346,0.006488
Initialization: 5.609000
Memcpy Classifiers: 0.386000
Memcpy Instances: 7.224000
Kernel 1: 0.022000
Kernel 2: 76.748001
Copyback: 0.018000
Sum: 0.035000
It 13,Best ac:0.004449 0.640000 fi:0.590329. Ave ac:0.009086,0.009012
Initialization: 5.755000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.172000
Kernel 1: 0.022000
Kernel 2: 74.234001
Copyback: 0.018000
Sum: 0.033000
It 14,Best ac:0.003059 0.647059 fi:0.533434. Ave ac:0.007370,0.007774
Initialization: 5.529000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.320000
Kernel 1: 0.021000
Kernel 2: 73.557999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.003061 0.687500 fi:0.532826. Ave ac:0.008745,0.008579
Initialization: 5.491000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.347000
Kernel 1: 0.022000
Kernel 2: 73.658997
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.004451 0.800000 fi:0.414915. Ave ac:0.009959,0.013953
Initialization: 5.566000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.367000
Kernel 1: 0.022000
Kernel 2: 71.044998
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.013352 0.527473 fi:0.638657. Ave ac:0.008697,0.011990
Initialization: 5.601000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.155000
Kernel 1: 0.022000
Kernel 2: 69.295998
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.004449 0.761905 fi:0.429104. Ave ac:0.012350,0.012133
Initialization: 5.566000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.345000
Kernel 1: 0.023000
Kernel 2: 69.152000
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.003616 0.722222 fi:0.466014. Ave ac:0.007236,0.008940
Initialization: 5.538000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.352000
Kernel 1: 0.022000
Kernel 2: 66.838997
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.005006 0.720000 fi:0.457232. Ave ac:0.006889,0.007381
Initialization: 5.493000
Memcpy Classifiers: 0.328000
Memcpy Instances: 8.263000
Kernel 1: 0.021000
Kernel 2: 66.252998
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.005284 0.593750 fi:0.568434. Ave ac:0.008096,0.008587
Initialization: 5.811000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.127000
Kernel 1: 0.022000
Kernel 2: 67.681000
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.004729 0.739130 fi:0.439021. Ave ac:0.011576,0.014640
Initialization: 5.627000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.303000
Kernel 1: 0.021000
Kernel 2: 67.158997
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.004172 0.681818 fi:0.512023. Ave ac:0.010836,0.014347
Initialization: 5.553000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.423000
Kernel 1: 0.022000
Kernel 2: 66.598999
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.003616 0.722222 fi:0.444624. Ave ac:0.010411,0.018067
Initialization: 5.479000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.413000
Kernel 1: 0.022000
Kernel 2: 67.874001
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.004729 0.566667 fi:0.586926. Ave ac:0.008960,0.015330
MDL Theory Length Weight: 4.0695009883 (10)
Initialization: 5.507000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.179000
Kernel 1: 0.022000
Kernel 2: 66.380997
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.003060 0.687500 fi:0.516616. Ave ac:0.012583,0.016365
Initialization: 5.565000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.618000
Kernel 1: 0.023000
Kernel 2: 64.686996
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.004171 0.652174 fi:0.521483. Ave ac:0.011977,0.016393
Initialization: 5.627000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.268000
Kernel 1: 0.022000
Kernel 2: 65.143997
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003060 0.647059 fi:0.512779. Ave ac:0.012520,0.022907
Initialization: 5.488000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.255000
Kernel 1: 0.023000
Kernel 2: 64.570999
Copyback: 0.018000
Sum: 0.023000
It 29,Best ac:0.003338 0.705882 fi:0.473653. Ave ac:0.012946,0.020390
Initialization: 5.949000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.118000
Kernel 1: 0.022000
Kernel 2: 62.498001
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.004174 0.833333 fi:0.302898. Ave ac:0.012851,0.023034
Initialization: 5.509000
Memcpy Classifiers: 0.356000
Memcpy Instances: 7.335000
Kernel 1: 0.021000
Kernel 2: 62.355000
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.005007 0.600000 fi:0.543675. Ave ac:0.013420,0.024191
Initialization: 6.045000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.505000
Kernel 1: 0.021000
Kernel 2: 62.487000
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.003338 0.705882 fi:0.453804. Ave ac:0.016231,0.023465
Initialization: 5.552000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.114000
Kernel 1: 0.023000
Kernel 2: 62.223999
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.003060 0.611111 fi:0.547387. Ave ac:0.012404,0.021865
Initialization: 31.320000
Memcpy Instances: 365.579987
Memcpy Classifiers: 0.071000
Kernel 1: 0.022000
Kernel 2: 441.320007
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 529.560974
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.070000
Kernel 1: 0.016000
Kernel 2: 435.881989
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.016000
Kernel 2: 539.505005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 432.860992
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 527.283997
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 438.076996
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 524.953003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.042000
Kernel 1: 0.014000
Kernel 2: 112.408997
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003399 0.525818 fi:0.634432. Ave ac:0.014255,0.045090
Best acc 0.003399 0.525818
Rule:Att PSSM_0_10 is [-2.541995,5.602572]|Att PSSM_0_12 is [<-3.771073]|Att PSSM_1_7 is [<0.129989]|Att PSSM_3_10 is [-2.905759,6.713541]|Att PSSM_4_7 is [<-0.224433]|1
Accuracy : 0.785836
0	1	
146214	17866	
32385	38173	
Removed 1162 instances. 178599 Instances left. Acc of rule 0.003399-0.525818
Initialization: 5.741000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.249000
Kernel 1: 0.023000
Kernel 2: 86.342003
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.004940 accuracy2:0.171696
Initialization: 5.473000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.342000
Kernel 1: 0.022000
Kernel 2: 90.347000
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.003080 0.611111 fi:0.488851. Ave ac:0.009241,0.011602
Initialization: 5.686000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.147000
Kernel 1: 0.023000
Kernel 2: 91.737999
Copyback: 0.018000
Sum: 0.028000
It 1,Best ac:0.002240 0.800000 fi:0.531755. Ave ac:0.009776,0.012063
Initialization: 5.532000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.138000
Kernel 1: 0.023000
Kernel 2: 88.054001
Copyback: 0.020000
Sum: 0.028000
It 2,Best ac:0.003080 0.550000 fi:0.549965. Ave ac:0.009716,0.012073
Initialization: 5.769000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.083000
Kernel 1: 0.021000
Kernel 2: 87.914001
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.004199 0.535714 fi:0.563623. Ave ac:0.009564,0.010515
Initialization: 5.482000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.751000
Kernel 1: 0.024000
Kernel 2: 83.197998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.002800 0.625000 fi:0.539694. Ave ac:0.010144,0.011315
Initialization: 5.608000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.067000
Kernel 1: 0.023000
Kernel 2: 78.817001
Copyback: 0.018000
Sum: 0.036000
It 5,Best ac:0.005319 0.575758 fi:0.522952. Ave ac:0.011061,0.014085
Initialization: 5.829000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.377000
Kernel 1: 0.021000
Kernel 2: 76.042999
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.002800 0.714286 fi:0.450409. Ave ac:0.011465,0.012694
Initialization: 5.574000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.132000
Kernel 1: 0.022000
Kernel 2: 77.160004
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004758 0.586207 fi:0.512816. Ave ac:0.012076,0.013761
Initialization: 5.806000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.273000
Kernel 1: 0.023000
Kernel 2: 75.593002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.007839 0.538462 fi:0.558835. Ave ac:0.011000,0.012698
Initialization: 5.885000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.388000
Kernel 1: 0.022000
Kernel 2: 75.533997
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003359 0.600000 fi:0.499808. Ave ac:0.012252,0.014619
Iteration 10:MDL fitness activated
Error 0.499808 TL 0.025740
MDL Theory Length Weight: 6.4724682127 (4)
Initialization: 5.497000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.118000
Kernel 1: 0.024000
Kernel 2: 79.080002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.003918 0.666667 fi:0.621884. Ave ac:0.011452,0.010782
Initialization: 5.486000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.459000
Kernel 1: 0.021000
Kernel 2: 75.335999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.005039 0.692308 fi:0.583358. Ave ac:0.011982,0.011048
Initialization: 5.492000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.326000
Kernel 1: 0.023000
Kernel 2: 71.841003
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.003359 0.857143 fi:0.360944. Ave ac:0.011848,0.011895
Initialization: 5.491000
Memcpy Classifiers: 0.334000
Memcpy Instances: 7.954000
Kernel 1: 0.022000
Kernel 2: 71.204002
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.003639 0.619048 fi:0.597539. Ave ac:0.012960,0.015382
Initialization: 5.895000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.131000
Kernel 1: 0.021000
Kernel 2: 69.517998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.002800 0.714286 fi:0.557615. Ave ac:0.017052,0.023048
Initialization: 5.809000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.122000
Kernel 1: 0.021000
Kernel 2: 69.418999
Copyback: 0.018000
Sum: 0.026000
It 15,Best ac:0.002800 0.833333 fi:0.450120. Ave ac:0.019288,0.020731
Initialization: 5.476000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.282000
Kernel 1: 0.023000
Kernel 2: 68.361000
Copyback: 0.017000
Sum: 0.021000
It 16,Best ac:0.003359 0.666667 fi:0.551423. Ave ac:0.020685,0.026703
Initialization: 5.450000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.250000
Kernel 1: 0.022000
Kernel 2: 66.013000
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.006999 0.568182 fi:0.614223. Ave ac:0.019209,0.024665
Initialization: 5.658000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.382000
Kernel 1: 0.022000
Kernel 2: 64.362999
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.002800 0.769231 fi:0.543233. Ave ac:0.024401,0.028001
Initialization: 5.759000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.137000
Kernel 1: 0.022000
Kernel 2: 65.055000
Copyback: 0.017000
Sum: 0.021000
It 19,Best ac:0.003080 0.611111 fi:0.593302. Ave ac:0.019964,0.031024
Initialization: 5.489000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.379000
Kernel 1: 0.022000
Kernel 2: 62.004002
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.003080 0.733333 fi:0.478287. Ave ac:0.023010,0.033516
Initialization: 6.117000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.109000
Kernel 1: 0.021000
Kernel 2: 63.014000
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.006719 0.631579 fi:0.535390. Ave ac:0.017926,0.029263
MDL Theory Length Weight: 5.8252213914 (10)
Initialization: 5.748000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.073000
Kernel 1: 0.023000
Kernel 2: 63.228001
Copyback: 0.017000
Sum: 0.019000
It 22,Best ac:0.004759 0.680000 fi:0.500895. Ave ac:0.020515,0.032505
Initialization: 5.762000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.098000
Kernel 1: 0.022000
Kernel 2: 63.643002
Copyback: 0.017000
Sum: 0.019000
It 23,Best ac:0.006439 0.718750 fi:0.506883. Ave ac:0.015963,0.031538
Initialization: 5.505000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.306000
Kernel 1: 0.022000
Kernel 2: 63.251999
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.003080 0.733333 fi:0.425221. Ave ac:0.016420,0.026193
Initialization: 5.560000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.490000
Kernel 1: 0.021000
Kernel 2: 63.960999
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.003079 0.647059 fi:0.515386. Ave ac:0.016744,0.029826
Initialization: 5.507000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.121000
Kernel 1: 0.021000
Kernel 2: 62.327999
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.005039 0.600000 fi:0.578241. Ave ac:0.020082,0.032930
Initialization: 5.732000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.888000
Kernel 1: 0.022000
Kernel 2: 62.080002
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.005319 0.612903 fi:0.579081. Ave ac:0.019141,0.032952
Initialization: 5.561000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.324000
Kernel 1: 0.021000
Kernel 2: 62.972000
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003919 0.777778 fi:0.387228. Ave ac:0.021197,0.029784
Initialization: 5.542000
Memcpy Classifiers: 0.307000
Memcpy Instances: 7.446000
Kernel 1: 0.021000
Kernel 2: 59.786999
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003080 0.846154 fi:0.319323. Ave ac:0.015129,0.024668
Initialization: 5.762000
Memcpy Classifiers: 0.229000
Memcpy Instances: 7.137000
Kernel 1: 0.022000
Kernel 2: 60.251999
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.003359 0.800000 fi:0.357351. Ave ac:0.009203,0.016147
Initialization: 5.951000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.072000
Kernel 1: 0.022000
Kernel 2: 59.935001
Copyback: 0.018000
Sum: 0.023000
It 31,Best ac:0.002800 0.833333 fi:0.406014. Ave ac:0.008837,0.012976
Initialization: 5.723000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.080000
Kernel 1: 0.023000
Kernel 2: 61.098999
Copyback: 0.018000
Sum: 0.023000
It 32,Best ac:0.003359 0.666667 fi:0.510253. Ave ac:0.009142,0.013887
Initialization: 5.856000
Memcpy Classifiers: 1.253000
Memcpy Instances: 7.262000
Kernel 1: 0.023000
Kernel 2: 61.009998
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003919 0.933333 fi:0.269524. Ave ac:0.007870,0.011764
Initialization: 31.055000
Memcpy Instances: 354.445007
Memcpy Classifiers: 0.081000
Kernel 1: 0.023000
Kernel 2: 534.968994
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 529.825989
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 528.679016
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.078000
Kernel 1: 0.016000
Kernel 2: 535.119019
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 541.138000
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.079000
Kernel 1: 0.015000
Kernel 2: 529.984009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 539.268982
Copyback: 0.018000
Sum: 0.006000
Memcpy Classifiers: 0.086000
Kernel 1: 0.018000
Kernel 2: 427.184998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.026893 0.483442 fi:0.659075. Ave ac:0.007258,0.020673
Best acc 0.026893 0.483442
Initialization: 6.379000
Memcpy Classifiers: 0.581000
Memcpy Instances: 7.146000
Kernel 1: 0.024000
Kernel 2: 86.297997
Copyback: 0.018000
Sum: 0.052000
Initial population average accuracy1:0.004804 accuracy2:0.189495
Initialization: 5.517000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.408000
Kernel 1: 0.023000
Kernel 2: 92.805000
Copyback: 0.018000
Sum: 0.040000
It 0,Best ac:0.004481 0.470588 fi:0.628588. Ave ac:0.009526,0.011691
Initialization: 5.545000
Memcpy Classifiers: 0.492000
Memcpy Instances: 7.093000
Kernel 1: 0.023000
Kernel 2: 94.539001
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.003639 0.520000 fi:0.579648. Ave ac:0.011183,0.014369
Initialization: 5.482000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.151000
Kernel 1: 0.022000
Kernel 2: 94.487999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.003080 0.523810 fi:0.576155. Ave ac:0.012560,0.016326
Initialization: 5.526000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.100000
Kernel 1: 0.023000
Kernel 2: 94.459000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.003080 0.500000 fi:0.599965. Ave ac:0.012846,0.016142
Initialization: 5.746000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.492000
Kernel 1: 0.022000
Kernel 2: 91.508003
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.003080 0.523810 fi:0.576155. Ave ac:0.012880,0.018188
Initialization: 5.721000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.560000
Kernel 1: 0.022000
Kernel 2: 94.428001
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.003918 0.666667 fi:0.432827. Ave ac:0.011272,0.014628
Initialization: 5.785000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.073000
Kernel 1: 0.023000
Kernel 2: 94.316002
Copyback: 0.018000
Sum: 0.028000
It 6,Best ac:0.003080 0.647059 fi:0.452906. Ave ac:0.009705,0.013646
Initialization: 5.483000
Memcpy Classifiers: 0.495000
Memcpy Instances: 7.244000
Kernel 1: 0.023000
Kernel 2: 98.054001
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.004761 0.531250 fi:0.567769. Ave ac:0.010315,0.013817
Initialization: 5.515000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.284000
Kernel 1: 0.023000
Kernel 2: 95.977997
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.003919 0.583333 fi:0.516160. Ave ac:0.008753,0.011466
Initialization: 5.985000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.075000
Kernel 1: 0.022000
Kernel 2: 100.299004
Copyback: 0.018000
Sum: 0.037000
It 9,Best ac:0.011475 0.554054 fi:0.541203. Ave ac:0.008940,0.012661
Iteration 10:MDL fitness activated
Error 0.541203 TL 0.029602
MDL Theory Length Weight: 6.0942825871 (5)
Initialization: 5.700000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.168000
Kernel 1: 0.022000
Kernel 2: 96.373001
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.007561 0.562500 fi:0.657955. Ave ac:0.008425,0.009383
Initialization: 5.879000
Memcpy Classifiers: 0.427000
Memcpy Instances: 7.090000
Kernel 1: 0.022000
Kernel 2: 87.695999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.003640 0.619048 fi:0.647282. Ave ac:0.011346,0.012937
Initialization: 6.036000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.099000
Kernel 1: 0.022000
Kernel 2: 82.518997
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.006999 0.625000 fi:0.576552. Ave ac:0.010819,0.013428
Initialization: 5.510000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.246000
Kernel 1: 0.023000
Kernel 2: 78.505997
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.004479 0.761905 fi:0.488234. Ave ac:0.013735,0.018167
Initialization: 5.910000
Memcpy Classifiers: 0.820000
Memcpy Instances: 7.097000
Kernel 1: 0.023000
Kernel 2: 74.654999
Copyback: 0.018000
Sum: 0.028000
It 14,Best ac:0.004199 0.714286 fi:0.538430. Ave ac:0.012925,0.017543
Initialization: 5.926000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.157000
Kernel 1: 0.022000
Kernel 2: 74.072998
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.003920 0.700000 fi:0.538974. Ave ac:0.011620,0.016201
Initialization: 5.912000
Memcpy Classifiers: 0.356000
Memcpy Instances: 8.089000
Kernel 1: 0.021000
Kernel 2: 73.829002
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.003359 0.666667 fi:0.567877. Ave ac:0.014181,0.019061
Initialization: 5.542000
Memcpy Classifiers: 0.358000
Memcpy Instances: 7.395000
Kernel 1: 0.023000
Kernel 2: 72.626999
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.005319 0.612903 fi:0.611662. Ave ac:0.010302,0.013828
Initialization: 6.054000
Memcpy Classifiers: 0.354000
Memcpy Instances: 10.003000
Kernel 1: 0.021000
Kernel 2: 69.713997
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.003359 0.800000 fi:0.400645. Ave ac:0.011022,0.012538
Initialization: 5.917000
Memcpy Classifiers: 0.384000
Memcpy Instances: 7.246000
Kernel 1: 0.024000
Kernel 2: 66.848000
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.005599 0.714286 fi:0.437907. Ave ac:0.009998,0.015414
Initialization: 5.859000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.089000
Kernel 1: 0.023000
Kernel 2: 80.682999
Copyback: 0.209000
Sum: 0.025000
It 20,Best ac:0.003919 0.777778 fi:0.494808. Ave ac:0.011019,0.014849
Initialization: 5.764000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.065000
Kernel 1: 0.023000
Kernel 2: 69.668999
Copyback: 0.020000
Sum: 0.023000
It 21,Best ac:0.006439 0.657143 fi:0.557650. Ave ac:0.007659,0.012139
Initialization: 5.525000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.638000
Kernel 1: 0.023000
Kernel 2: 66.601997
Copyback: 0.018000
Sum: 0.023000
It 22,Best ac:0.003080 0.687500 fi:0.533493. Ave ac:0.012053,0.017806
Initialization: 5.976000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.427000
Kernel 1: 0.022000
Kernel 2: 64.887001
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.003359 0.705882 fi:0.472253. Ave ac:0.010538,0.015474
Initialization: 5.749000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.277000
Kernel 1: 0.021000
Kernel 2: 63.716000
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.003919 0.777778 fi:0.409620. Ave ac:0.009952,0.017814
Initialization: 5.473000
Memcpy Classifiers: 0.262000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 60.926998
Copyback: 0.018000
Sum: 0.025000
It 25,Best ac:0.004479 0.500000 fi:0.641214. Ave ac:0.009526,0.018816
Initialization: 5.482000
Memcpy Classifiers: 0.245000
Memcpy Instances: 9.104000
Kernel 1: 0.022000
Kernel 2: 63.046001
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.005318 0.612903 fi:0.555054. Ave ac:0.011015,0.021692
Initialization: 5.882000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.278000
Kernel 1: 0.022000
Kernel 2: 61.686001
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.006997 0.555556 fi:0.641612. Ave ac:0.008755,0.018457
MDL Theory Length Weight: 5.4848543284 (10)
Initialization: 5.725000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.285000
Kernel 1: 0.022000
Kernel 2: 64.899002
Copyback: 0.016000
Sum: 0.023000
It 28,Best ac:0.001959 1.000000 fi:0.524212. Ave ac:0.013611,0.022309
Initialization: 5.705000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.399000
Kernel 1: 0.022000
Kernel 2: 64.408997
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.004759 0.772727 fi:0.411040. Ave ac:0.015146,0.022609
Initialization: 5.953000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.190000
Kernel 1: 0.023000
Kernel 2: 66.695000
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.005041 0.692308 fi:0.519811. Ave ac:0.010053,0.012137
Initialization: 5.519000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.137000
Kernel 1: 0.022000
Kernel 2: 66.438004
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.004479 0.592593 fi:0.568910. Ave ac:0.009032,0.013345
Initialization: 6.343000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.097000
Kernel 1: 0.023000
Kernel 2: 67.519997
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.002240 1.000000 fi:0.389070. Ave ac:0.014495,0.018493
Initialization: 5.492000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.513000
Kernel 1: 0.022000
Kernel 2: 68.782997
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004759 0.809524 fi:0.368608. Ave ac:0.009865,0.011815
Initialization: 31.445000
Memcpy Instances: 368.144989
Memcpy Classifiers: 0.079000
Kernel 1: 0.022000
Kernel 2: 578.109985
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 581.393005
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 573.547974
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.077000
Kernel 1: 0.016000
Kernel 2: 569.650024
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.076000
Kernel 1: 0.015000
Kernel 2: 590.046997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 575.229980
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 571.898987
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.083000
Kernel 1: 0.019000
Kernel 2: 473.446991
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.004412 0.500000 fi:0.683961. Ave ac:0.009891,0.028680
Best acc 0.004412 0.500000
Initialization: 5.665000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.994000
Kernel 1: 0.023000
Kernel 2: 90.209999
Copyback: 0.019000
Sum: 0.049000
Initial population average accuracy1:0.004805 accuracy2:0.177712
Initialization: 5.485000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.537000
Kernel 1: 0.022000
Kernel 2: 93.004997
Copyback: 0.018000
Sum: 0.033000
It 0,Best ac:0.004759 0.472222 fi:0.626801. Ave ac:0.008496,0.010754
Initialization: 5.883000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.581000
Kernel 1: 0.022000
Kernel 2: 94.571999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005321 0.527778 fi:0.570927. Ave ac:0.011587,0.012390
Initialization: 5.568000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.105000
Kernel 1: 0.022000
Kernel 2: 92.737999
Copyback: 0.019000
Sum: 0.035000
It 2,Best ac:0.008116 0.537037 fi:0.560103. Ave ac:0.011317,0.011800
Initialization: 5.762000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.083000
Kernel 1: 0.023000
Kernel 2: 90.550003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.006159 0.536585 fi:0.561653. Ave ac:0.011400,0.013633
Initialization: 5.754000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.522000
Kernel 1: 0.022000
Kernel 2: 89.813004
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004479 0.666667 fi:0.432513. Ave ac:0.010533,0.011097
Initialization: 5.490000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.549000
Kernel 1: 0.022000
Kernel 2: 87.227997
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003639 0.590909 fi:0.508742. Ave ac:0.009621,0.010537
Initialization: 5.565000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.082000
Kernel 1: 0.023000
Kernel 2: 87.220001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005598 0.606061 fi:0.492492. Ave ac:0.008541,0.008536
Initialization: 5.777000
Memcpy Classifiers: 0.443000
Memcpy Instances: 7.605000
Kernel 1: 0.022000
Kernel 2: 84.820999
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004199 0.535714 fi:0.563623. Ave ac:0.008000,0.007541
Initialization: 5.537000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.098000
Kernel 1: 0.023000
Kernel 2: 82.116997
Copyback: 0.020000
Sum: 0.031000
It 8,Best ac:0.003359 0.631579 fi:0.468229. Ave ac:0.008918,0.008462
Initialization: 5.750000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.142000
Kernel 1: 0.022000
Kernel 2: 80.737000
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.002800 0.666667 fi:0.498028. Ave ac:0.008532,0.009126
Iteration 10:MDL fitness activated
Error 0.498028 TL 0.028988
MDL Theory Length Weight: 5.7268230531 (6)
Initialization: 5.484000
Memcpy Classifiers: 0.395000
Memcpy Instances: 7.342000
Kernel 1: 0.022000
Kernel 2: 79.367996
Copyback: 0.020000
Sum: 0.030000
It 10,Best ac:0.003639 0.722222 fi:0.509174. Ave ac:0.007371,0.008305
Initialization: 5.531000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.068000
Kernel 1: 0.023000
Kernel 2: 76.867996
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.003919 0.608696 fi:0.607428. Ave ac:0.009600,0.011057
Initialization: 5.907000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.082000
Kernel 1: 0.022000
Kernel 2: 76.124001
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.002800 0.769231 fi:0.498489. Ave ac:0.010458,0.011300
Initialization: 5.659000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.306000
Kernel 1: 0.023000
Kernel 2: 76.017998
Copyback: 0.018000
Sum: 0.071000
It 13,Best ac:0.009241 0.578947 fi:0.630769. Ave ac:0.010670,0.013496
Initialization: 5.498000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.124000
Kernel 1: 0.022000
Kernel 2: 71.747002
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.004199 0.750000 fi:0.494515. Ave ac:0.011861,0.014589
Initialization: 5.608000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.499000
Kernel 1: 0.023000
Kernel 2: 71.084000
Copyback: 0.018000
Sum: 0.031000
It 15,Best ac:0.003080 0.733333 fi:0.500671. Ave ac:0.013363,0.018609
Initialization: 5.904000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.404000
Kernel 1: 0.022000
Kernel 2: 70.390999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.008399 0.545455 fi:0.610780. Ave ac:0.012524,0.014527
Initialization: 5.504000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.437000
Kernel 1: 0.022000
Kernel 2: 71.695000
Copyback: 0.018000
Sum: 0.027000
It 17,Best ac:0.008961 0.581818 fi:0.610034. Ave ac:0.013233,0.019251
Initialization: 5.748000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.467000
Kernel 1: 0.021000
Kernel 2: 69.333000
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.003639 0.650000 fi:0.595633. Ave ac:0.011778,0.015235
Initialization: 5.515000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.897000
Kernel 1: 0.022000
Kernel 2: 67.119003
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.008119 0.617021 fi:0.584847. Ave ac:0.011930,0.014785
Initialization: 5.912000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.086000
Kernel 1: 0.022000
Kernel 2: 68.328003
Copyback: 0.019000
Sum: 0.027000
It 20,Best ac:0.003080 0.611111 fi:0.588585. Ave ac:0.012973,0.015726
Initialization: 5.966000
Memcpy Classifiers: 0.285000
Memcpy Instances: 7.283000
Kernel 1: 0.022000
Kernel 2: 67.140999
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.002799 0.833333 fi:0.422104. Ave ac:0.012621,0.019971
Initialization: 5.507000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.118000
Kernel 1: 0.023000
Kernel 2: 66.234001
Copyback: 0.018000
Sum: 0.024000
It 22,Best ac:0.006721 0.558140 fi:0.628386. Ave ac:0.014085,0.021958
Initialization: 5.741000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.143000
Kernel 1: 0.022000
Kernel 2: 64.836998
Copyback: 0.017000
Sum: 0.021000
It 23,Best ac:0.003080 0.647059 fi:0.543665. Ave ac:0.015514,0.026575
Initialization: 5.775000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.085000
Kernel 1: 0.022000
Kernel 2: 64.591003
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.003639 0.565217 fi:0.587294. Ave ac:0.016316,0.027025
Initialization: 6.279000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.042000
Kernel 1: 0.022000
Kernel 2: 63.585999
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003079 0.733333 fi:0.444674. Ave ac:0.017408,0.023625
Initialization: 5.706000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.172000
Kernel 1: 0.023000
Kernel 2: 64.549004
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004198 0.600000 fi:0.645319. Ave ac:0.015968,0.025639
Initialization: 5.741000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.065000
Kernel 1: 0.022000
Kernel 2: 63.480000
Copyback: 0.019000
Sum: 0.021000
It 27,Best ac:0.005599 0.666667 fi:0.500197. Ave ac:0.015985,0.026588
Initialization: 5.822000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.072000
Kernel 1: 0.021000
Kernel 2: 63.445000
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.004479 0.800000 fi:0.434471. Ave ac:0.015024,0.021931
Initialization: 5.960000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.154000
Kernel 1: 0.023000
Kernel 2: 62.681999
Copyback: 0.016000
Sum: 0.023000
It 29,Best ac:0.003080 0.647059 fi:0.510796. Ave ac:0.011974,0.024195
Initialization: 5.599000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.784000
Kernel 1: 0.022000
Kernel 2: 63.301998
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.006437 0.741935 fi:0.418717. Ave ac:0.012822,0.020119
Initialization: 5.737000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.121000
Kernel 1: 0.022000
Kernel 2: 61.271999
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003639 0.722222 fi:0.489937. Ave ac:0.014328,0.023447
Initialization: 5.483000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.477000
Kernel 1: 0.023000
Kernel 2: 61.563000
Copyback: 0.021000
Sum: 0.027000
It 32,Best ac:0.003080 0.733333 fi:0.467613. Ave ac:0.011069,0.016854
Initialization: 5.954000
Memcpy Classifiers: 0.229000
Memcpy Instances: 7.079000
Kernel 1: 0.023000
Kernel 2: 62.377998
Copyback: 0.018000
Sum: 0.025000
It 33,Best ac:0.003360 0.705882 fi:0.495373. Ave ac:0.012566,0.025011
Initialization: 31.461000
Memcpy Instances: 362.595001
Memcpy Classifiers: 0.078000
Kernel 1: 0.022000
Kernel 2: 528.409973
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.076000
Kernel 1: 0.015000
Kernel 2: 528.232971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 536.684998
Copyback: 0.021000
Sum: 0.009000
Memcpy Classifiers: 0.079000
Kernel 1: 0.022000
Kernel 2: 524.304016
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.077000
Kernel 1: 0.016000
Kernel 2: 537.439026
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.076000
Kernel 1: 0.015000
Kernel 2: 540.403992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 527.612000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.083000
Kernel 1: 0.015000
Kernel 2: 426.386993
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.065465 0.414536 fi:0.708152. Ave ac:0.017048,0.053296
Best acc 0.065465 0.414536
Initialization: 6.000000
Memcpy Classifiers: 0.563000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 89.081001
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.004550 accuracy2:0.181723
Initialization: 5.469000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.119000
Kernel 1: 0.024000
Kernel 2: 95.363998
Copyback: 0.019000
Sum: 0.038000
It 0,Best ac:0.003920 0.400000 fi:0.699490. Ave ac:0.007970,0.010951
Initialization: 6.083000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.108000
Kernel 1: 0.024000
Kernel 2: 97.570000
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.004478 0.432432 fi:0.666748. Ave ac:0.010561,0.012564
Initialization: 5.826000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.101000
Kernel 1: 0.023000
Kernel 2: 94.389999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.005319 0.513514 fi:0.585191. Ave ac:0.010626,0.012901
Initialization: 5.885000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.085000
Kernel 1: 0.022000
Kernel 2: 91.189003
Copyback: 0.018000
Sum: 0.029000
It 3,Best ac:0.005318 0.527778 fi:0.570931. Ave ac:0.010081,0.012945
Initialization: 5.918000
Memcpy Classifiers: 0.418000
Memcpy Instances: 7.121000
Kernel 1: 0.022000
Kernel 2: 87.524002
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003919 0.608696 fi:0.490798. Ave ac:0.010744,0.013699
Initialization: 5.470000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.463000
Kernel 1: 0.022000
Kernel 2: 87.573997
Copyback: 0.025000
Sum: 0.027000
It 5,Best ac:0.003639 0.541667 fi:0.557984. Ave ac:0.009163,0.010849
Initialization: 5.525000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.471000
Kernel 1: 0.022000
Kernel 2: 86.653999
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.003359 0.750000 fi:0.349808. Ave ac:0.008319,0.009647
Initialization: 5.498000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.405000
Kernel 1: 0.021000
Kernel 2: 85.780998
Copyback: 0.018000
Sum: 0.033000
It 7,Best ac:0.006717 0.600000 fi:0.497925. Ave ac:0.010862,0.013904
Initialization: 5.900000
Memcpy Classifiers: 0.417000
Memcpy Instances: 10.791000
Kernel 1: 0.021000
Kernel 2: 82.728996
Copyback: 0.016000
Sum: 0.027000
It 8,Best ac:0.004479 0.761905 fi:0.337275. Ave ac:0.008606,0.011013
Initialization: 5.687000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.086000
Kernel 1: 0.022000
Kernel 2: 81.178001
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.003919 0.560000 fi:0.539494. Ave ac:0.008634,0.010553
Iteration 10:MDL fitness activated
Error 0.539494 TL 0.043103
MDL Theory Length Weight: 4.1721183447 (2)
Initialization: 5.487000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.421000
Kernel 1: 0.022000
Kernel 2: 80.433998
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.003919 0.608696 fi:0.586222. Ave ac:0.008809,0.009943
Initialization: 5.756000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.077000
Kernel 1: 0.022000
Kernel 2: 72.245003
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.003359 0.705882 fi:0.500904. Ave ac:0.009073,0.013905
Initialization: 5.646000
Memcpy Classifiers: 0.354000
Memcpy Instances: 7.156000
Kernel 1: 0.023000
Kernel 2: 71.178001
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.007001 0.625000 fi:0.553840. Ave ac:0.011731,0.016787
Initialization: 5.498000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.735000
Kernel 1: 0.022000
Kernel 2: 66.875999
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.007839 0.538462 fi:0.620725. Ave ac:0.012620,0.019553
Initialization: 5.726000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.095000
Kernel 1: 0.022000
Kernel 2: 65.427002
Copyback: 0.017000
Sum: 0.021000
It 14,Best ac:0.002520 0.818182 fi:0.544562. Ave ac:0.011839,0.018651
Initialization: 5.710000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.072000
Kernel 1: 0.022000
Kernel 2: 65.959999
Copyback: 0.017000
Sum: 0.021000
It 15,Best ac:0.003080 0.647059 fi:0.515743. Ave ac:0.013486,0.022769
Initialization: 5.450000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.384000
Kernel 1: 0.022000
Kernel 2: 63.393002
Copyback: 0.017000
Sum: 0.023000
It 16,Best ac:0.004201 0.625000 fi:0.532410. Ave ac:0.013910,0.023502
Initialization: 24.295000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.752000
Kernel 1: 0.023000
Kernel 2: 62.182999
Copyback: 0.018000
Sum: 0.025000
It 17,Best ac:0.003640 0.619048 fi:0.519128. Ave ac:0.018906,0.026725
Initialization: 5.462000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.413000
Kernel 1: 0.021000
Kernel 2: 60.153999
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.003359 0.705882 fi:0.459091. Ave ac:0.016465,0.025031
Initialization: 5.461000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.426000
Kernel 1: 0.022000
Kernel 2: 57.049999
Copyback: 0.017000
Sum: 0.021000
It 19,Best ac:0.003920 0.777778 fi:0.394235. Ave ac:0.017117,0.030134
Initialization: 5.445000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.441000
Kernel 1: 0.021000
Kernel 2: 58.445000
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.003080 0.523810 fi:0.621108. Ave ac:0.021411,0.037229
Initialization: 5.503000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.073000
Kernel 1: 0.023000
Kernel 2: 57.805000
Copyback: 0.018000
Sum: 0.023000
It 21,Best ac:0.003080 0.611111 fi:0.554020. Ave ac:0.026088,0.038705
Initialization: 6.036000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.465000
Kernel 1: 0.022000
Kernel 2: 58.558998
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003359 0.666667 fi:0.478426. Ave ac:0.020412,0.032115
Initialization: 6.008000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.425000
Kernel 1: 0.022000
Kernel 2: 59.193001
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.003359 0.666667 fi:0.479157. Ave ac:0.020550,0.034849
Initialization: 5.546000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.074000
Kernel 1: 0.023000
Kernel 2: 57.044998
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.004759 0.629630 fi:0.510899. Ave ac:0.025587,0.043224
Initialization: 5.819000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.237000
Kernel 1: 0.022000
Kernel 2: 59.480000
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.003359 0.705882 fi:0.430287. Ave ac:0.015677,0.032981
Initialization: 6.060000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.092000
Kernel 1: 0.023000
Kernel 2: 59.785000
Copyback: 0.017000
Sum: 0.020000
It 26,Best ac:0.003359 0.750000 fi:0.379842. Ave ac:0.014878,0.029561
Initialization: 5.495000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.468000
Kernel 1: 0.022000
Kernel 2: 57.069000
Copyback: 0.018000
Sum: 0.021000
It 27,Best ac:0.003639 0.619048 fi:0.533237. Ave ac:0.016752,0.035816
Initialization: 5.919000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.106000
Kernel 1: 0.022000
Kernel 2: 57.178001
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003919 0.777778 fi:0.367001. Ave ac:0.016373,0.034373
Initialization: 5.915000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.106000
Kernel 1: 0.022000
Kernel 2: 56.507000
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003920 0.736842 fi:0.421166. Ave ac:0.015179,0.030832
Initialization: 5.781000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.076000
Kernel 1: 0.023000
Kernel 2: 57.272999
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.005319 0.655172 fi:0.485871. Ave ac:0.015885,0.033581
Initialization: 5.524000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.442000
Kernel 1: 0.022000
Kernel 2: 56.752998
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.003080 1.000000 fi:0.144927. Ave ac:0.017409,0.033046
Initialization: 5.763000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.699000
Kernel 1: 0.023000
Kernel 2: 57.227001
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.007279 0.577778 fi:0.561365. Ave ac:0.013994,0.034325
Initialization: 6.006000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.445000
Kernel 1: 0.021000
Kernel 2: 57.410000
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003918 0.518519 fi:0.619989. Ave ac:0.017268,0.034524
Initialization: 31.556999
Memcpy Instances: 357.234985
Memcpy Classifiers: 0.085000
Kernel 1: 0.022000
Kernel 2: 521.586975
Copyback: 0.365000
Sum: 0.015000
Memcpy Classifiers: 0.085000
Kernel 1: 0.018000
Kernel 2: 519.250000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.083000
Kernel 1: 0.014000
Kernel 2: 504.859009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 510.571014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 523.848022
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.081000
Kernel 1: 0.016000
Kernel 2: 500.671997
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.082000
Kernel 1: 0.016000
Kernel 2: 514.833008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.088000
Kernel 1: 0.014000
Kernel 2: 412.550995
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003382 0.441520 fi:0.699779. Ave ac:0.022457,0.068787
Best acc 0.003382 0.441520
Initialization: 5.752000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.084000
Kernel 1: 0.049000
Kernel 2: 88.515999
Copyback: 0.018000
Sum: 0.054000
Initial population average accuracy1:0.004388 accuracy2:0.175547
Initialization: 5.954000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.088000
Kernel 1: 0.022000
Kernel 2: 91.929001
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.003638 0.481481 fi:0.618169. Ave ac:0.009233,0.011965
Initialization: 5.464000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.570000
Kernel 1: 0.022000
Kernel 2: 94.587997
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.004199 0.428571 fi:0.670765. Ave ac:0.011534,0.014203
Initialization: 5.731000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.272000
Kernel 1: 0.022000
Kernel 2: 93.223000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.003080 0.458333 fi:0.641629. Ave ac:0.010096,0.011831
Initialization: 5.496000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.063000
Kernel 1: 0.024000
Kernel 2: 90.087997
Copyback: 0.019000
Sum: 0.031000
It 3,Best ac:0.003919 0.500000 fi:0.599494. Ave ac:0.009797,0.011360
Initialization: 5.842000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.181000
Kernel 1: 0.022000
Kernel 2: 87.984001
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.004199 0.555556 fi:0.543781. Ave ac:0.009915,0.011549
Initialization: 5.522000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.072000
Kernel 1: 0.023000
Kernel 2: 87.952003
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.006159 0.578947 fi:0.519291. Ave ac:0.008292,0.008522
Initialization: 5.503000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.107000
Kernel 1: 0.022000
Kernel 2: 87.028000
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.004199 0.681818 fi:0.417519. Ave ac:0.009662,0.009283
Initialization: 5.565000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.141000
Kernel 1: 0.022000
Kernel 2: 87.578003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.007561 0.658537 fi:0.438911. Ave ac:0.008939,0.008340
Initialization: 5.670000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.225000
Kernel 1: 0.022000
Kernel 2: 83.275002
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.003080 0.687500 fi:0.412462. Ave ac:0.006868,0.006511
Initialization: 5.879000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.091000
Kernel 1: 0.022000
Kernel 2: 83.640999
Copyback: 0.018000
Sum: 0.034000
It 9,Best ac:0.002240 0.888889 fi:0.441834. Ave ac:0.006721,0.006083
Iteration 10:MDL fitness activated
Error 0.441834 TL 0.034039
MDL Theory Length Weight: 4.3267981729 (2)
Initialization: 5.476000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.404000
Kernel 1: 0.022000
Kernel 2: 83.218002
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.003359 0.705882 fi:0.527604. Ave ac:0.007212,0.007689
Initialization: 5.974000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.176000
Kernel 1: 0.022000
Kernel 2: 76.606003
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.003919 0.583333 fi:0.637189. Ave ac:0.005649,0.006232
Initialization: 5.558000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.462000
Kernel 1: 0.022000
Kernel 2: 77.222000
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.005041 0.562500 fi:0.639820. Ave ac:0.007104,0.006183
Initialization: 5.518000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.478000
Kernel 1: 0.021000
Kernel 2: 76.861000
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.005319 0.760000 fi:0.463539. Ave ac:0.007295,0.005759
Initialization: 5.517000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.769000
Kernel 1: 0.021000
Kernel 2: 74.027000
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.005319 0.612903 fi:0.567626. Ave ac:0.004956,0.004199
Initialization: 5.999000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.091000
Kernel 1: 0.023000
Kernel 2: 74.961998
Copyback: 0.018000
Sum: 0.036000
It 15,Best ac:0.007841 0.518519 fi:0.674119. Ave ac:0.005964,0.005664
Initialization: 5.420000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.433000
Kernel 1: 0.022000
Kernel 2: 73.667000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003079 0.647059 fi:0.552807. Ave ac:0.005744,0.005922
Initialization: 5.453000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.275000
Kernel 1: 0.023000
Kernel 2: 75.047997
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.003080 0.647059 fi:0.555284. Ave ac:0.007879,0.008484
Initialization: 5.503000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.604000
Kernel 1: 0.022000
Kernel 2: 74.737000
Copyback: 1.006000
Sum: 0.035000
It 18,Best ac:0.004199 0.750000 fi:0.470097. Ave ac:0.009836,0.010677
Initialization: 6.244000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.171000
Kernel 1: 0.022000
Kernel 2: 73.352997
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.004199 0.535714 fi:0.644931. Ave ac:0.005793,0.005924
Initialization: 5.726000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.264000
Kernel 1: 0.022000
Kernel 2: 73.764000
Copyback: 0.019000
Sum: 0.032000
It 20,Best ac:0.003359 0.666667 fi:0.523785. Ave ac:0.007272,0.006932
Initialization: 5.801000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.151000
Kernel 1: 0.022000
Kernel 2: 72.344002
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.003359 0.705882 fi:0.480823. Ave ac:0.007919,0.007257
Initialization: 5.530000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.141000
Kernel 1: 0.023000
Kernel 2: 68.835999
Copyback: 0.016000
Sum: 0.033000
It 22,Best ac:0.003639 0.812500 fi:0.398413. Ave ac:0.007161,0.007059
Initialization: 5.890000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.141000
Kernel 1: 0.022000
Kernel 2: 70.194000
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.003080 0.733333 fi:0.465451. Ave ac:0.005829,0.004375
Initialization: 5.580000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.092000
Kernel 1: 0.023000
Kernel 2: 68.919998
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.004199 0.714286 fi:0.464796. Ave ac:0.006864,0.005593
Initialization: 6.926000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.286000
Kernel 1: 0.022000
Kernel 2: 69.905998
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.003080 0.611111 fi:0.549802. Ave ac:0.006880,0.005774
Initialization: 5.531000
Memcpy Classifiers: 0.315000
Memcpy Instances: 7.248000
Kernel 1: 0.021000
Kernel 2: 68.337997
Copyback: 0.019000
Sum: 0.032000
It 26,Best ac:0.003639 0.764706 fi:0.410519. Ave ac:0.006450,0.007189
Initialization: 5.921000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.087000
Kernel 1: 0.023000
Kernel 2: 71.320999
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.006161 0.611111 fi:0.565775. Ave ac:0.006300,0.005405
Initialization: 5.656000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.065000
Kernel 1: 0.022000
Kernel 2: 69.780998
Copyback: 0.020000
Sum: 0.035000
It 28,Best ac:0.003080 0.647059 fi:0.563534. Ave ac:0.006238,0.006318
Initialization: 5.657000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.071000
Kernel 1: 0.023000
Kernel 2: 71.253998
Copyback: 0.018000
Sum: 0.034000
It 29,Best ac:0.004199 0.652174 fi:0.532195. Ave ac:0.007637,0.006493
Initialization: 5.864000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.104000
Kernel 1: 0.022000
Kernel 2: 67.584000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.003639 0.650000 fi:0.530707. Ave ac:0.006381,0.006454
Initialization: 5.683000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.077000
Kernel 1: 0.157000
Kernel 2: 68.716003
Copyback: 0.017000
Sum: 0.038000
It 31,Best ac:0.008681 0.673913 fi:0.504066. Ave ac:0.006185,0.004791
MDL Theory Length Weight: 3.8941183556 (10)
Initialization: 5.549000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.359000
Kernel 1: 0.022000
Kernel 2: 69.164001
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.004479 0.695652 fi:0.483584. Ave ac:0.005745,0.005851
Initialization: 5.722000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.166000
Kernel 1: 0.022000
Kernel 2: 68.297997
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.005599 0.689655 fi:0.461700. Ave ac:0.008791,0.010163
Initialization: 31.056000
Memcpy Instances: 357.890015
Memcpy Classifiers: 0.070000
Kernel 1: 0.022000
Kernel 2: 576.101013
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 576.367981
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 585.513977
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 577.815979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 579.125000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 592.815002
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 581.431030
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.228000
Kernel 1: 0.016000
Kernel 2: 468.852997
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004143 0.461347 fi:0.690824. Ave ac:0.007671,0.021539
Best acc 0.004143 0.461347
Initialization: 6.101000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.301000
Kernel 1: 0.023000
Kernel 2: 87.796997
Copyback: 0.021000
Sum: 0.046000
Initial population average accuracy1:0.004291 accuracy2:0.181240
Initialization: 5.828000
Memcpy Classifiers: 0.490000
Memcpy Instances: 7.086000
Kernel 1: 0.022000
Kernel 2: 93.735001
Copyback: 0.018000
Sum: 0.043000
It 0,Best ac:0.005319 0.463415 fi:0.635295. Ave ac:0.007876,0.010632
Initialization: 5.491000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.497000
Kernel 1: 0.022000
Kernel 2: 91.716003
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.005319 0.441860 fi:0.656849. Ave ac:0.008900,0.011104
Initialization: 5.490000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.273000
Kernel 1: 0.023000
Kernel 2: 90.175003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.012878 0.484211 fi:0.610262. Ave ac:0.010105,0.011378
Initialization: 6.112000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.330000
Kernel 1: 0.022000
Kernel 2: 89.959000
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.006997 0.510204 fi:0.587564. Ave ac:0.010966,0.012307
Initialization: 5.502000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.320000
Kernel 1: 0.021000
Kernel 2: 83.861000
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.003640 0.590909 fi:0.508739. Ave ac:0.010393,0.012571
Initialization: 5.502000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.075000
Kernel 1: 0.022000
Kernel 2: 82.630997
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.003919 0.636364 fi:0.463130. Ave ac:0.011343,0.012482
Initialization: 5.494000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.187000
Kernel 1: 0.022000
Kernel 2: 83.299004
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.004478 0.551724 fi:0.547456. Ave ac:0.007881,0.007811
Initialization: 5.776000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.772000
Kernel 1: 0.022000
Kernel 2: 81.336998
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.006719 0.571429 fi:0.526496. Ave ac:0.008733,0.009596
Initialization: 5.750000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.293000
Kernel 1: 0.021000
Kernel 2: 84.524002
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.002800 0.833333 fi:0.330070. Ave ac:0.007446,0.007003
Initialization: 6.473000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.783000
Kernel 1: 0.022000
Kernel 2: 83.065002
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.006159 0.564103 fi:0.534136. Ave ac:0.007520,0.007393
Iteration 10:MDL fitness activated
Error 0.534136 TL 0.033927
MDL Theory Length Weight: 5.2479352103 (2)
Initialization: 5.875000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.069000
Kernel 1: 0.021000
Kernel 2: 82.008003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.004199 0.714286 fi:0.582165. Ave ac:0.007105,0.005780
Initialization: 5.523000
Memcpy Classifiers: 0.428000
Memcpy Instances: 7.263000
Kernel 1: 0.022000
Kernel 2: 79.584999
Copyback: 0.018000
Sum: 0.031000
It 11,Best ac:0.003640 0.590909 fi:0.629330. Ave ac:0.006912,0.007704
Initialization: 6.539000
Memcpy Classifiers: 0.401000
Memcpy Instances: 7.161000
Kernel 1: 0.021000
Kernel 2: 78.232002
Copyback: 0.020000
Sum: 0.033000
It 12,Best ac:0.004759 0.607143 fi:0.619290. Ave ac:0.008036,0.007761
Initialization: 6.420000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.301000
Kernel 1: 0.021000
Kernel 2: 78.762001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.003080 0.611111 fi:0.639783. Ave ac:0.010373,0.011428
Initialization: 6.163000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.123000
Kernel 1: 0.021000
Kernel 2: 77.194000
Copyback: 0.018000
Sum: 0.033000
It 14,Best ac:0.004479 0.761905 fi:0.497011. Ave ac:0.008922,0.010925
Initialization: 5.956000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.125000
Kernel 1: 0.022000
Kernel 2: 78.045998
Copyback: 0.020000
Sum: 0.035000
It 15,Best ac:0.003639 0.684211 fi:0.577769. Ave ac:0.009517,0.010851
Initialization: 5.931000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.183000
Kernel 1: 0.022000
Kernel 2: 78.591003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004199 0.600000 fi:0.651417. Ave ac:0.007568,0.010499
Initialization: 5.852000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.446000
Kernel 1: 0.022000
Kernel 2: 76.075996
Copyback: 0.021000
Sum: 0.043000
It 17,Best ac:0.003639 0.541667 fi:0.617915. Ave ac:0.011426,0.015425
Initialization: 5.614000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.512000
Kernel 1: 0.022000
Kernel 2: 75.842003
Copyback: 0.016000
Sum: 0.036000
It 18,Best ac:0.002520 0.692308 fi:0.668465. Ave ac:0.009769,0.015278
Initialization: 5.821000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.091000
Kernel 1: 0.022000
Kernel 2: 74.346001
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.003919 0.666667 fi:0.540997. Ave ac:0.010796,0.016616
Initialization: 5.524000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.236000
Kernel 1: 0.023000
Kernel 2: 71.718002
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.001680 1.000000 fi:0.611551. Ave ac:0.011364,0.020951
Initialization: 5.727000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.068000
Kernel 1: 0.022000
Kernel 2: 71.825996
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.003919 0.823529 fi:0.385735. Ave ac:0.010482,0.016935
Initialization: 5.499000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.202000
Kernel 1: 0.051000
Kernel 2: 72.163002
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.004199 0.600000 fi:0.568337. Ave ac:0.011599,0.020478
Initialization: 5.717000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.584000
Kernel 1: 0.021000
Kernel 2: 71.419998
Copyback: 0.016000
Sum: 0.022000
It 23,Best ac:0.003640 0.650000 fi:0.537517. Ave ac:0.011243,0.022687
Initialization: 5.508000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.858000
Kernel 1: 0.022000
Kernel 2: 69.068001
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.002520 0.818182 fi:0.526711. Ave ac:0.010867,0.018778
Initialization: 5.539000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.868000
Kernel 1: 0.021000
Kernel 2: 68.972000
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.002799 0.666667 fi:0.593826. Ave ac:0.016939,0.028994
Initialization: 5.797000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.639000
Kernel 1: 0.022000
Kernel 2: 67.486000
Copyback: 0.018000
Sum: 0.021000
It 26,Best ac:0.005319 0.593750 fi:0.607833. Ave ac:0.014116,0.028788
Initialization: 5.486000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.889000
Kernel 1: 0.022000
Kernel 2: 67.662003
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003359 0.666667 fi:0.539157. Ave ac:0.016938,0.027402
Initialization: 5.471000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.324000
Kernel 1: 0.022000
Kernel 2: 67.717003
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.002800 0.666667 fi:0.561267. Ave ac:0.015123,0.029473
Initialization: 5.906000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.609000
Kernel 1: 0.022000
Kernel 2: 67.472000
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.005321 0.655172 fi:0.520242. Ave ac:0.015195,0.031400
Initialization: 5.465000
Memcpy Classifiers: 0.273000
Memcpy Instances: 7.941000
Kernel 1: 0.022000
Kernel 2: 68.877998
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.005041 0.666667 fi:0.471182. Ave ac:0.009642,0.017641
MDL Theory Length Weight: 4.7231416893 (10)
Initialization: 5.818000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.587000
Kernel 1: 0.022000
Kernel 2: 69.390999
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.002520 0.900000 fi:0.418227. Ave ac:0.012379,0.025280
Initialization: 5.543000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.610000
Kernel 1: 0.022000
Kernel 2: 67.667999
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.006439 0.718750 fi:0.418069. Ave ac:0.015474,0.032131
Initialization: 5.897000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.373000
Kernel 1: 0.022000
Kernel 2: 65.713997
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.003359 0.571429 fi:0.604143. Ave ac:0.014969,0.034052
Initialization: 31.518999
Memcpy Instances: 358.276001
Memcpy Classifiers: 0.079000
Kernel 1: 0.022000
Kernel 2: 546.507019
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.077000
Kernel 1: 0.015000
Kernel 2: 553.328979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 547.447998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 548.354004
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 559.562012
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 570.231995
Copyback: 0.022000
Sum: 0.008000
Memcpy Classifiers: 0.080000
Kernel 1: 0.021000
Kernel 2: 558.812988
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.084000
Kernel 1: 0.018000
Kernel 2: 452.062012
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.029345 0.427697 fi:0.694204. Ave ac:0.018915,0.062315
Best acc 0.029345 0.427697
Phenotype: 
0:Att PSSM_-2_11 is [>-1.250307]|Att PSSM_-1_7 is [<-3.869181]|Att PSSM_0_12 is [<-4.392047]|Att PSSM_2_7 is [<-2.124244]|1
1:Att PSSM_-4_3 is [<3.902554]|Att PSSM_-2_12 is [-6.518408,2.738065]|Att PSSM_-1_4 is [<0.548038]|Att PSSM_-1_7 is [-6.199277,3.358099]|Att PSSM_0_4 is [<7.018625]|Att PSSM_0_9 is [<-4.152702]|Att PSSM_0_17 is [-5.413825,3.413825]|Att PSSM_0_18 is [-6.548143,2.623749]|Att PSSM_1_2 is [<-3.125147]|Att PSSM_1_14 is [-3.146560,7.137150]|Att PSSM_2_3 is [-6.377772,2.377772]|Att PSSM_2_6 is [-5.445529,4.896894]|Att PSSM_3_6 is [<1.289307]|Att PSSM_3_12 is [-5.456995,-0.543005]|Att PSSM_4_12 is [<-0.083673]|1
2:Att PSSM_-2_7 is [-6.783632,-1.216368]|Att PSSM_-1_6 is [<-2.643021]|Att PSSM_0_2 is [-6.955458,-3.044542]|Att PSSM_0_4 is [-7.461999,-4.819323]|Att PSSM_0_12 is [<-3.571591]|Att PSSM_0_13 is [<10.703155]|Att PSSM_1_6 is [<-1.357820]|Att PSSM_1_15 is [<-1.764399]|Att PSSM_2_7 is [<5.895735]|Att PSSM_3_13 is [<10.920753]|Att PSSM_4_2 is [<-1.639561]|Att PSSM_4_9 is [-5.211311,4.325068]|1
3:Att PSSM_-3_4 is [<-3.828955]|Att PSSM_-2_15 is [<-3.217184]|Att PSSM_-1_12 is [<-3.884357]|Att PSSM_0_2 is [<-3.723974]|Att PSSM_0_12 is [<-2.019654]|Att PSSM_0_15 is [<3.026627]|Att PSSM_1_12 is [-5.589892,-1.256443]|Att PSSM_2_12 is [-6.116144,-1.883856]|Att PSSM_3_12 is [<4.587985]|1
4:Att PSSM_-4_17 is [-5.794721,5.881728]|Att PSSM_-1_12 is [-4.434017,1.242148]|Att PSSM_0_2 is [<-3.485890]|Att PSSM_0_5 is [>-0.414527]|Att PSSM_0_7 is [-5.066551,-2.229742]|Att PSSM_1_10 is [>-0.823821]|Att PSSM_4_6 is [<-0.922327]|1
5:Att PSSM_-3_6 is [-6.206226,-0.241686]|Att PSSM_-2_18 is [<9.124354]|Att PSSM_-1_3 is [-6.940167,-2.172482]|Att PSSM_0_2 is [<-4.394466]|Att PSSM_0_7 is [<-2.079861]|Att PSSM_0_13 is [>-1.472366]|Att PSSM_3_7 is [<2.309583]|Att PSSM_4_12 is [<-1.328482]|1
6:Att PSSM_-2_16 is [<2.772301]|Att PSSM_-1_10 is [<7.868015]|Att PSSM_-1_12 is [<-2.426821]|Att PSSM_0_7 is [<-3.114269]|Att PSSM_0_19 is [-4.659636,2.659636]|Att PSSM_1_7 is [-6.190419,-3.547125]|Att PSSM_2_12 is [<-2.560619]|1
7:Att PSSM_-3_2 is [<1.723263]|Att PSSM_-3_5 is [-6.763674,6.763674]|Att PSSM_-3_7 is [<-1.092174]|Att PSSM_-3_13 is [-4.056184,8.056184]|Att PSSM_-3_19 is [-5.186426,5.186426]|Att PSSM_-1_2 is [<-2.811306]|Att PSSM_0_6 is [<-0.889263]|Att PSSM_0_12 is [-6.702064,-3.132427]|Att PSSM_1_7 is [-6.608078,-2.432613]|Att PSSM_2_17 is [<3.445584]|Att PSSM_4_7 is [<-1.323169]|1
8:Att PSSM_-1_7 is [-6.647946,-0.485362]|Att PSSM_-1_11 is [<3.793967]|Att PSSM_0_1 is [>-0.823471]|Att PSSM_0_6 is [<-2.832524]|Att PSSM_0_12 is [-6.421502,-3.505584]|Att PSSM_1_9 is [-6.338681,6.254180]|Att PSSM_1_12 is [-6.262771,-0.560036]|Att PSSM_2_6 is [<3.464547]|Att PSSM_2_7 is [<-1.886246]|1
9:Att PSSM_0_6 is [<-3.517153]|Att PSSM_0_10 is [>1.410024]|Att PSSM_1_6 is [<1.722913]|Att PSSM_1_7 is [-6.453032,0.453031]|Att PSSM_1_15 is [-6.074944,0.074944]|Att PSSM_2_2 is [-5.317607,-1.325822]|Att PSSM_2_7 is [-5.199701,-0.800299]|Att PSSM_2_19 is [>-3.286868]|1
10:Att PSSM_-3_3 is [<5.814252]|Att PSSM_0_12 is [<-4.792302]|Att PSSM_1_4 is [-7.057601,-3.153584]|Att PSSM_1_5 is [-2.991166,6.389456]|Att PSSM_2_15 is [<7.943550]|1
11:Att PSSM_-3_13 is [>-6.279193]|Att PSSM_-1_3 is [-6.303190,-1.590816]|Att PSSM_0_1 is [>4.883550]|Att PSSM_0_12 is [<-2.222636]|Att PSSM_0_19 is [<-0.757670]|Att PSSM_2_18 is [<8.829782]|1
12:Att PSSM_-3_12 is [<-1.437274]|Att PSSM_-1_5 is [-1.745486,6.632762]|Att PSSM_-1_7 is [<-0.743687]|Att PSSM_0_2 is [-6.196897,-3.859579]|Att PSSM_0_5 is [-1.980951,8.831975]|Att PSSM_2_3 is [<6.709131]|1
13:Att PSSM_-2_16 is [<-0.225633]|Att PSSM_-1_7 is [<-1.647742]|Att PSSM_-1_19 is [<8.167072]|Att PSSM_0_3 is [<-1.870519]|Att PSSM_0_12 is [<-2.270511]|Att PSSM_1_7 is [<-1.723692]|Att PSSM_3_5 is [-3.626643,6.910398]|Att PSSM_3_7 is [<-2.373997]|1
14:Att PSSM_-3_4 is [<2.991087]|Att PSSM_0_1 is [>0.630397]|Att PSSM_0_2 is [-6.667560,-1.191165]|Att PSSM_0_5 is [>-1.276828]|Att PSSM_0_12 is [-6.359761,-2.299839]|Att PSSM_3_14 is [-3.282032,8.709914]|Att PSSM_4_2 is [<-2.058547]|Att PSSM_4_14 is [-6.973449,7.653650]|1
15:Att PSSM_-1_15 is [<0.397865]|Att PSSM_0_3 is [<-0.842474]|Att PSSM_0_4 is [<3.962019]|Att PSSM_0_12 is [<-3.976416]|Att PSSM_1_14 is [<8.297293]|Att PSSM_3_6 is [-6.478587,-1.065765]|Att PSSM_3_7 is [-6.432848,4.432848]|Att PSSM_3_15 is [<3.100644]|Att PSSM_4_1 is [0.539896,6.915029]|Att PSSM_4_4 is [-7.240859,1.545708]|Att PSSM_4_14 is [-4.644336,2.644336]|Att PSSM_4_20 is [-2.455515,6.455515]|1
16:Att PSSM_-4_5 is [<6.369556]|Att PSSM_-2_1 is [-3.389561,1.389561]|Att PSSM_-1_4 is [-7.622435,1.622435]|Att PSSM_-1_17 is [-3.717926,6.665091]|Att PSSM_0_6 is [<-3.458844]|Att PSSM_0_9 is [-6.148643,4.347066]|Att PSSM_0_18 is [<8.909289]|Att PSSM_0_20 is [>-0.786880]|Att PSSM_4_6 is [<-3.692477]|1
17:Att PSSM_-3_3 is [<-2.214672]|Att PSSM_0_2 is [<-4.774673]|Att PSSM_0_20 is [-1.272298,6.045464]|Att PSSM_4_7 is [<-0.324120]|1
18:Att PSSM_-2_7 is [-6.944454,-2.192352]|Att PSSM_-1_11 is [>-2.066371]|Att PSSM_0_1 is [-2.931737,5.941518]|Att PSSM_0_7 is [<-3.706014]|Att PSSM_0_12 is [<-2.045042]|1
19:Att PSSM_-4_7 is [-5.555649,-0.730962]|Att PSSM_0_12 is [-6.462205,-3.572242]|Att PSSM_1_18 is [-0.089299,8.866398]|Att PSSM_3_12 is [-5.623579,-0.352948]|1
20:Att PSSM_-4_13 is [-5.948085,5.369452]|Att PSSM_-3_12 is [-6.650137,-1.349863]|Att PSSM_-3_18 is [<7.093193]|Att PSSM_-2_12 is [<-2.147038]|Att PSSM_-1_12 is [-5.823621,-2.699607]|Att PSSM_0_2 is [<-2.525069]|Att PSSM_0_12 is [<-2.012466]|Att PSSM_2_19 is [<9.445916]|Att PSSM_3_6 is [-3.255632,0.010747]|Att PSSM_3_8 is [>-5.312876]|Att PSSM_4_14 is [>-4.528991]|1
21:Att PSSM_0_7 is [<-4.673481]|Att PSSM_1_10 is [>-2.073577]|Att PSSM_2_12 is [-6.876179,-2.108328]|1
22:Att PSSM_-4_12 is [<-0.099823]|Att PSSM_-3_2 is [<0.201385]|Att PSSM_-2_12 is [<-1.629239]|Att PSSM_-1_12 is [-5.295476,-0.146287]|Att PSSM_0_2 is [<-1.007641]|Att PSSM_0_7 is [<-2.266048]|Att PSSM_1_4 is [-7.890686,-2.009937]|Att PSSM_4_2 is [<6.174911]|1
23:Att PSSM_-2_9 is [-6.949121,2.949121]|Att PSSM_-1_11 is [-3.070549,6.556186]|Att PSSM_0_12 is [-6.679945,-3.573768]|Att PSSM_1_10 is [-3.799975,6.978326]|Att PSSM_3_15 is [-6.464186,-1.535814]|Att PSSM_4_6 is [<-2.680187]|1
24:Att PSSM_-1_4 is [<-1.882097]|Att PSSM_-1_5 is [-3.597619,9.541943]|Att PSSM_0_3 is [<1.763693]|Att PSSM_0_4 is [-7.423728,-2.330473]|Att PSSM_0_12 is [-6.100656,-0.067602]|Att PSSM_0_15 is [<1.073844]|Att PSSM_1_7 is [<-1.112369]|Att PSSM_2_12 is [-4.456860,-2.932443]|Att PSSM_4_4 is [-5.660058,5.660058]|1
25:Att PSSM_-4_12 is [-4.732021,-1.676936]|Att PSSM_-3_13 is [-2.639601,7.761765]|Att PSSM_0_7 is [<-3.344143]|Att PSSM_1_11 is [>-2.364784]|Att PSSM_1_20 is [<5.064791]|Att PSSM_2_15 is [-5.496655,3.496655]|Att PSSM_3_15 is [-6.216430,-1.783570]|Att PSSM_4_7 is [-6.781744,0.781744]|1
26:Att PSSM_-4_10 is [>-6.809011]|Att PSSM_-2_7 is [<-0.610021]|Att PSSM_-1_19 is [-2.131091,5.004082]|Att PSSM_0_4 is [-6.151084,-1.848916]|Att PSSM_0_12 is [-6.246930,-2.552827]|Att PSSM_2_2 is [<-0.039213]|Att PSSM_2_7 is [>-6.270722]|Att PSSM_4_7 is [-4.563587,-1.715557]|1
27:Att PSSM_0_1 is [2.967875,6.545198]|Att PSSM_0_2 is [<-2.828472]|Att PSSM_0_7 is [<-2.351986]|Att PSSM_1_12 is [<3.844465]|Att PSSM_3_2 is [<-1.791653]|1
28:Att PSSM_-2_9 is [<9.044541]|Att PSSM_-1_14 is [-2.080081,5.581006]|Att PSSM_0_12 is [<-2.634598]|Att PSSM_0_14 is [>-2.478397]|Att PSSM_3_5 is [0.362425,10.716449]|1
29:Att PSSM_0_4 is [<-0.655142]|Att PSSM_0_12 is [<-2.277617]|Att PSSM_1_4 is [-7.956860,-2.539279]|Att PSSM_3_7 is [-4.819211,-1.380780]|Att PSSM_4_12 is [<-1.797622]|1
30:Att PSSM_-3_12 is [-5.678545,-1.520960]|Att PSSM_-2_15 is [<2.798777]|Att PSSM_-1_5 is [<6.486335]|Att PSSM_0_1 is [>3.745181]|Att PSSM_0_4 is [<-2.645714]|Att PSSM_0_7 is [<-1.003714]|1
31:Att PSSM_-4_19 is [>-3.799403]|Att PSSM_-3_4 is [-5.545636,-0.454364]|Att PSSM_-1_12 is [<0.026342]|Att PSSM_-1_14 is [>-5.863644]|Att PSSM_0_4 is [-6.557301,6.586066]|Att PSSM_0_7 is [-5.443275,-3.255431]|Att PSSM_0_20 is [-3.473435,6.366738]|Att PSSM_4_19 is [-1.899119,7.610108]|1
32:Att PSSM_-2_7 is [-6.614466,-3.642519]|Att PSSM_0_7 is [<-4.824249]|1
33:Att PSSM_-3_7 is [>-6.655195]|Att PSSM_-1_12 is [-6.434555,-2.316866]|Att PSSM_0_12 is [-6.345624,-2.773756]|Att PSSM_1_5 is [-1.936920,9.209342]|Att PSSM_1_20 is [<5.708335]|Att PSSM_2_2 is [>-5.439872]|Att PSSM_4_12 is [-5.415410,-0.041260]|1
34:Att PSSM_-4_7 is [-4.911947,-0.104758]|Att PSSM_-1_5 is [<4.488421]|Att PSSM_0_3 is [<-2.015492]|Att PSSM_0_12 is [-6.807360,-2.705685]|Att PSSM_1_4 is [<1.773757]|Att PSSM_1_6 is [>-6.608792]|Att PSSM_2_11 is [>-2.873686]|Att PSSM_3_15 is [<3.532733]|Att PSSM_4_12 is [<-1.267948]|1
35:Att PSSM_0_2 is [<-2.053823]|Att PSSM_0_13 is [2.318408,6.835425]|Att PSSM_1_20 is [>-2.802765]|Att PSSM_3_7 is [<-0.458285]|1
36:Att PSSM_-3_18 is [>-5.297293]|Att PSSM_-1_12 is [-5.505738,-0.494262]|Att PSSM_0_5 is [>-2.070938]|Att PSSM_0_7 is [<-0.618929]|Att PSSM_0_15 is [>-6.363490]|Att PSSM_1_4 is [-5.765295,-2.078043]|Att PSSM_3_12 is [<-1.275270]|Att PSSM_4_7 is [<-0.922764]|Att PSSM_4_15 is [-4.163943,0.810559]|1
37:Att PSSM_0_10 is [-2.541995,5.602572]|Att PSSM_0_12 is [<-3.771073]|Att PSSM_1_7 is [<0.129989]|Att PSSM_3_10 is [-2.905759,6.713541]|Att PSSM_4_7 is [<-0.224433]|1
38:Default rule -> 0


Train accuracy : 0.785836
Train error : 0.214164
Train not classified : 0.000000
Train For each class:
0: accuracy : 146214
0: error : 17866
0: not classified : 0
1: accuracy : 38173
1: error : 32385
1: not classified : 0
Train Confusion Matrix. Row real class, Column predicted class
0	1	
146214	17866	
32385	38173	
Performance of each classifier:
Classifier 0: 1295/1425=90.877193%
Classifier 1: 1181/1343=87.937453%
Classifier 2: 1145/1302=87.941628%
Classifier 3: 1331/1518=87.681159%
Classifier 4: 1457/1790=81.396648%
Classifier 5: 1071/1303=82.194935%
Classifier 6: 1185/1437=82.463466%
Classifier 7: 1030/1297=79.414032%
Classifier 8: 1154/1474=78.290366%
Classifier 9: 1259/1683=74.806892%
Classifier 10: 1105/1460=75.684932%
Classifier 11: 1092/1387=78.731074%
Classifier 12: 939/1255=74.820717%
Classifier 13: 1183/1637=72.266341%
Classifier 14: 1085/1428=75.980392%
Classifier 15: 918/1341=68.456376%
Classifier 16: 952/1446=65.836791%
Classifier 17: 967/1436=67.339833%
Classifier 18: 1711/2579=66.343544%
Classifier 19: 911/1390=65.539568%
Classifier 20: 1066/1563=68.202175%
Classifier 21: 849/1366=62.152269%
Classifier 22: 1706/2641=64.596744%
Classifier 23: 932/1480=62.972973%
Classifier 24: 994/1602=62.047441%
Classifier 25: 776/1243=62.429606%
Classifier 26: 1078/1867=57.739689%
Classifier 27: 720/1162=61.962134%
Classifier 28: 767/1388=55.259366%
Classifier 29: 1169/2096=55.772901%
Classifier 30: 654/1144=57.167832%
Classifier 31: 728/1413=51.521585%
Classifier 32: 596/1172=50.853242%
Classifier 33: 684/1220=56.065574%
Classifier 34: 634/1192=53.187919%
Classifier 35: 587/1138=51.581722%
Classifier 36: 651/1259=51.707705%
Classifier 37: 611/1162=52.581756%
Classifier 38: 146214/178599=81.867200%
Test accuracy : 0.787715
Test error : 0.212285
Test not classified : 0.000000
Test For each class:
0: accuracy : 14518
0: error : 1861
0: not classified : 0
1: accuracy : 3538
1: error : 3005
1: not classified : 0
Test Confusion Matrix. Row real class, Column predicted class
0	1	
14518	1861	
3005	3538	
Performance of each classifier:
Classifier 0: 158/177=89.265537%
Classifier 1: 103/120=85.833333%
Classifier 2: 114/137=83.211679%
Classifier 3: 157/178=88.202247%
Classifier 4: 129/160=80.625000%
Classifier 5: 114/137=83.211679%
Classifier 6: 119/142=83.802817%
Classifier 7: 108/144=75.000000%
Classifier 8: 91/122=74.590164%
Classifier 9: 121/156=77.564103%
Classifier 10: 114/150=76.000000%
Classifier 11: 87/131=66.412214%
Classifier 12: 62/95=65.263158%
Classifier 13: 105/151=69.536424%
Classifier 14: 85/107=79.439252%
Classifier 15: 80/129=62.015504%
Classifier 16: 87/134=64.925373%
Classifier 17: 106/166=63.855422%
Classifier 18: 170/257=66.147860%
Classifier 19: 96/149=64.429530%
Classifier 20: 88/140=62.857143%
Classifier 21: 102/161=63.354037%
Classifier 22: 120/215=55.813953%
Classifier 23: 96/158=60.759494%
Classifier 24: 75/121=61.983471%
Classifier 25: 81/139=58.273381%
Classifier 26: 99/188=52.659574%
Classifier 27: 52/106=49.056604%
Classifier 28: 77/157=49.044586%
Classifier 29: 119/196=60.714286%
Classifier 30: 40/91=43.956044%
Classifier 31: 76/159=47.798742%
Classifier 32: 55/97=56.701031%
Classifier 33: 63/106=59.433962%
Classifier 34: 58/108=53.703704%
Classifier 35: 40/102=39.215686%
Classifier 36: 38/104=36.538462%
Classifier 37: 53/109=48.623853%
Classifier 38: 14518/17523=82.851110%
Total time: 975.94 1008.25