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 601043113
Dataset name: PSSM+CN_Q2
Attribute 0:Name PSSM_-4_1 Def:real
Attribute 0 real valued
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Attribute 60:Name PSSM_-1_1 Def:real
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Attribute 77 real valued
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Attribute 79 real valued
Attribute 80:Name PSSM_0_1 Def:real
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Attribute 81:Name PSSM_0_2 Def:real
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Attribute 82:Name PSSM_0_3 Def:real
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Attribute 83:Name PSSM_0_4 Def:real
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Attribute 84:Name PSSM_0_5 Def:real
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Attribute 85:Name PSSM_0_6 Def:real
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Attribute 86:Name PSSM_0_7 Def:real
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Attribute 87:Name PSSM_0_8 Def:real
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Attribute 88:Name PSSM_0_9 Def:real
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Attribute 89:Name PSSM_0_10 Def:real
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Attribute 90:Name PSSM_0_11 Def:real
Attribute 90 real valued
Attribute 91:Name PSSM_0_12 Def:real
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
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Attribute 130:Name PSSM_2_11 Def:real
Attribute 130 real valued
Attribute 131:Name PSSM_2_12 Def:real
Attribute 131 real valued
Attribute 132:Name PSSM_2_13 Def:real
Attribute 132 real valued
Attribute 133:Name PSSM_2_14 Def:real
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Attribute 134:Name PSSM_2_15 Def:real
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Attribute 135:Name PSSM_2_16 Def:real
Attribute 135 real valued
Attribute 136:Name PSSM_2_17 Def:real
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
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Attribute 146:Name PSSM_3_7 Def:real
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Attribute 147:Name PSSM_3_8 Def:real
Attribute 147 real valued
Attribute 148:Name PSSM_3_9 Def:real
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Attribute 149:Name PSSM_3_10 Def:real
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Attribute 150:Name PSSM_3_11 Def:real
Attribute 150 real valued
Attribute 151:Name PSSM_3_12 Def:real
Attribute 151 real valued
Attribute 152:Name PSSM_3_13 Def:real
Attribute 152 real valued
Attribute 153:Name PSSM_3_14 Def:real
Attribute 153 real valued
Attribute 154:Name PSSM_3_15 Def:real
Attribute 154 real valued
Attribute 155:Name PSSM_3_16 Def:real
Attribute 155 real valued
Attribute 156:Name PSSM_3_17 Def:real
Attribute 156 real valued
Attribute 157:Name PSSM_3_18 Def:real
Attribute 157 real valued
Attribute 158:Name PSSM_3_19 Def:real
Attribute 158 real valued
Attribute 159:Name PSSM_3_20 Def:real
Attribute 159 real valued
Attribute 160:Name PSSM_4_1 Def:real
Attribute 160 real valued
Attribute 161:Name PSSM_4_2 Def:real
Attribute 161 real valued
Attribute 162:Name PSSM_4_3 Def:real
Attribute 162 real valued
Attribute 163:Name PSSM_4_4 Def:real
Attribute 163 real valued
Attribute 164:Name PSSM_4_5 Def:real
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: 40.842999
Memcpy Classifiers: 0.660000
Memcpy Instances: 9.247000
Kernel 1: 0.068000
Kernel 2: 109.961998
Copyback: 0.026000
Sum: 0.017000
Initial population average accuracy1:0.006017 accuracy2:0.292616
Initialization: 7.212000
Memcpy Classifiers: 0.528000
Memcpy Instances: 9.544000
Kernel 1: 0.021000
Kernel 2: 117.352997
Copyback: 0.018000
Sum: 0.026000
It 0,Best ac:0.008097 0.730769 fi:0.368183. Ave ac:0.013498,0.020978
Initialization: 7.259000
Memcpy Classifiers: 0.546000
Memcpy Instances: 9.540000
Kernel 1: 0.021000
Kernel 2: 123.432999
Copyback: 0.018000
Sum: 0.026000
It 1,Best ac:0.008523 0.727273 fi:0.371535. Ave ac:0.017596,0.020822
Initialization: 7.269000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.504000
Kernel 1: 0.022000
Kernel 2: 118.617996
Copyback: 0.017000
Sum: 0.027000
It 2,Best ac:0.008525 0.816327 fi:0.282482. Ave ac:0.018300,0.020099
Initialization: 6.823000
Memcpy Classifiers: 0.527000
Memcpy Instances: 9.626000
Kernel 1: 0.022000
Kernel 2: 117.355003
Copyback: 0.018000
Sum: 0.027000
It 3,Best ac:0.004901 0.884615 fi:0.233075. Ave ac:0.017842,0.019623
Initialization: 7.141000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.418000
Kernel 1: 0.023000
Kernel 2: 116.995003
Copyback: 0.018000
Sum: 0.028000
It 4,Best ac:0.007671 0.818182 fi:0.280916. Ave ac:0.016309,0.014556
Initialization: 7.067000
Memcpy Classifiers: 0.484000
Memcpy Instances: 9.447000
Kernel 1: 0.022000
Kernel 2: 116.018997
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.007884 0.860465 fi:0.238559. Ave ac:0.014476,0.016243
Initialization: 7.144000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.277000
Kernel 1: 0.024000
Kernel 2: 117.489998
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.005113 0.960000 fi:0.139962. Ave ac:0.014178,0.012435
Initialization: 6.877000
Memcpy Classifiers: 0.522000
Memcpy Instances: 9.312000
Kernel 1: 0.023000
Kernel 2: 118.057999
Copyback: 0.018000
Sum: 0.029000
It 7,Best ac:0.006392 0.909091 fi:0.190438. Ave ac:0.013785,0.011163
Initialization: 6.814000
Memcpy Classifiers: 0.549000
Memcpy Instances: 9.453000
Kernel 1: 0.024000
Kernel 2: 118.894997
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.007673 0.923077 fi:0.176019. Ave ac:0.011815,0.010176
Initialization: 7.392000
Memcpy Classifiers: 0.503000
Memcpy Instances: 9.373000
Kernel 1: 0.023000
Kernel 2: 116.752998
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.004902 1.000000 fi:0.117690. Ave ac:0.010883,0.008983
Iteration 10:MDL fitness activated
Error 0.117690 TL 0.027908
MDL Theory Length Weight: 1.4056906652 (1)
Initialization: 7.174000
Memcpy Classifiers: 0.483000
Memcpy Instances: 10.166000
Kernel 1: 0.023000
Kernel 2: 119.172997
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.007458 1.000000 fi:0.146880. Ave ac:0.012289,0.011067
Initialization: 7.014000
Memcpy Classifiers: 0.443000
Memcpy Instances: 9.215000
Kernel 1: 0.025000
Kernel 2: 109.913002
Copyback: 0.024000
Sum: 0.031000
It 11,Best ac:0.007458 0.921053 fi:0.215433. Ave ac:0.011127,0.008871
Initialization: 6.884000
Memcpy Classifiers: 0.426000
Memcpy Instances: 9.911000
Kernel 1: 0.028000
Kernel 2: 103.461998
Copyback: 0.018000
Sum: 0.034000
It 12,Best ac:0.006606 0.968750 fi:0.165566. Ave ac:0.012558,0.011251
Initialization: 6.818000
Memcpy Classifiers: 0.438000
Memcpy Instances: 9.743000
Kernel 1: 0.023000
Kernel 2: 104.240997
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.007669 0.972973 fi:0.168711. Ave ac:0.011320,0.009357
Initialization: 7.287000
Memcpy Classifiers: 0.430000
Memcpy Instances: 9.237000
Kernel 1: 0.024000
Kernel 2: 98.695000
Copyback: 0.019000
Sum: 0.031000
It 14,Best ac:0.005328 0.961538 fi:0.189787. Ave ac:0.011419,0.009629
Initialization: 7.290000
Memcpy Classifiers: 0.427000
Memcpy Instances: 9.510000
Kernel 1: 0.023000
Kernel 2: 97.489998
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.007884 0.973684 fi:0.169253. Ave ac:0.010402,0.008359
Initialization: 6.936000
Memcpy Classifiers: 0.428000
Memcpy Instances: 9.600000
Kernel 1: 0.022000
Kernel 2: 95.973999
Copyback: 0.018000
Sum: 0.035000
It 16,Best ac:0.005114 1.000000 fi:0.135572. Ave ac:0.009690,0.007850
Initialization: 8.103000
Memcpy Classifiers: 0.458000
Memcpy Instances: 9.679000
Kernel 1: 0.028000
Kernel 2: 97.008003
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.007033 1.000000 fi:0.139212. Ave ac:0.008680,0.006622
Initialization: 6.872000
Memcpy Classifiers: 0.435000
Memcpy Instances: 10.009000
Kernel 1: 0.023000
Kernel 2: 93.095001
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.006820 0.969697 fi:0.167318. Ave ac:0.008051,0.006354
Initialization: 7.957000
Memcpy Classifiers: 0.411000
Memcpy Instances: 9.334000
Kernel 1: 0.024000
Kernel 2: 91.986000
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.005115 0.960000 fi:0.182188. Ave ac:0.008952,0.007360
Initialization: 6.791000
Memcpy Classifiers: 0.420000
Memcpy Instances: 10.542000
Kernel 1: 0.023000
Kernel 2: 91.166000
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.008097 0.974359 fi:0.161452. Ave ac:0.009210,0.008079
Initialization: 6.923000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.420000
Kernel 1: 0.023000
Kernel 2: 91.947998
Copyback: 0.017000
Sum: 0.037000
It 21,Best ac:0.008523 1.000000 fi:0.141225. Ave ac:0.009782,0.007543
Initialization: 6.916000
Memcpy Classifiers: 0.457000
Memcpy Instances: 9.397000
Kernel 1: 0.023000
Kernel 2: 90.926003
Copyback: 0.018000
Sum: 0.035000
It 22,Best ac:0.006391 1.000000 fi:0.138760. Ave ac:0.010573,0.006940
Initialization: 7.170000
Memcpy Classifiers: 0.403000
Memcpy Instances: 9.298000
Kernel 1: 0.022000
Kernel 2: 84.625000
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.005753 1.000000 fi:0.136966. Ave ac:0.008735,0.005937
Initialization: 6.881000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.463000
Kernel 1: 0.024000
Kernel 2: 87.108002
Copyback: 0.018000
Sum: 0.037000
It 24,Best ac:0.007673 1.000000 fi:0.137249. Ave ac:0.008138,0.005624
Initialization: 7.434000
Memcpy Classifiers: 0.771000
Memcpy Instances: 9.421000
Kernel 1: 0.024000
Kernel 2: 86.842003
Copyback: 0.371000
Sum: 0.037000
It 25,Best ac:0.005540 1.000000 fi:0.139680. Ave ac:0.008127,0.006289
MDL Theory Length Weight: 1.2651215987 (10)
Initialization: 8.252000
Memcpy Classifiers: 0.392000
Memcpy Instances: 9.612000
Kernel 1: 0.023000
Kernel 2: 85.371002
Copyback: 0.017000
Sum: 0.039000
It 26,Best ac:0.005541 1.000000 fi:0.132293. Ave ac:0.008138,0.005942
Initialization: 7.322000
Memcpy Classifiers: 0.388000
Memcpy Instances: 9.653000
Kernel 1: 0.023000
Kernel 2: 83.941002
Copyback: 0.018000
Sum: 0.033000
It 27,Best ac:0.005754 1.000000 fi:0.136527. Ave ac:0.006514,0.004094
Initialization: 6.913000
Memcpy Classifiers: 0.389000
Memcpy Instances: 9.752000
Kernel 1: 0.024000
Kernel 2: 84.044998
Copyback: 0.017000
Sum: 0.036000
It 28,Best ac:0.007886 1.000000 fi:0.129898. Ave ac:0.006620,0.004863
Initialization: 7.262000
Memcpy Classifiers: 0.409000
Memcpy Instances: 9.725000
Kernel 1: 0.024000
Kernel 2: 85.167000
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.009165 1.000000 fi:0.131803. Ave ac:0.007121,0.005851
Initialization: 7.290000
Memcpy Classifiers: 0.453000
Memcpy Instances: 10.400000
Kernel 1: 0.023000
Kernel 2: 87.667999
Copyback: 0.018000
Sum: 0.047000
It 30,Best ac:0.005966 0.965517 fi:0.166767. Ave ac:0.007847,0.005539
Initialization: 8.312000
Memcpy Classifiers: 0.439000
Memcpy Instances: 10.166000
Kernel 1: 0.023000
Kernel 2: 86.152000
Copyback: 0.017000
Sum: 0.036000
It 31,Best ac:0.007671 1.000000 fi:0.127154. Ave ac:0.008110,0.005971
Initialization: 7.273000
Memcpy Classifiers: 0.406000
Memcpy Instances: 9.578000
Kernel 1: 0.024000
Kernel 2: 84.952003
Copyback: 0.019000
Sum: 0.036000
It 32,Best ac:0.010228 1.000000 fi:0.127564. Ave ac:0.009840,0.006350
Initialization: 6.813000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.600000
Kernel 1: 0.024000
Kernel 2: 82.757004
Copyback: 0.019000
Sum: 0.037000
It 33,Best ac:0.007245 1.000000 fi:0.129142. Ave ac:0.006090,0.004816
Initialization: 22.802999
Memcpy Instances: 494.273010
Memcpy Classifiers: 0.073000
Kernel 1: 0.025000
Kernel 2: 437.656006
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 437.067993
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.017000
Kernel 2: 432.761993
Copyback: 0.023000
Sum: 0.004000
Memcpy Classifiers: 0.057000
Kernel 1: 0.023000
Kernel 2: 429.808014
Copyback: 0.022000
Sum: 0.004000
Memcpy Classifiers: 0.070000
Kernel 1: 0.021000
Kernel 2: 443.237000
Copyback: 0.021000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.020000
Kernel 2: 432.746002
Copyback: 0.023000
Sum: 0.004000
Memcpy Classifiers: 0.066000
Kernel 1: 0.022000
Kernel 2: 438.863007
Copyback: 0.019000
Sum: 0.003000
Memcpy Classifiers: 0.054000
Kernel 1: 0.018000
Kernel 2: 436.355011
Copyback: 0.022000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.019000
Kernel 2: 429.290009
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 437.726990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 430.170013
Copyback: 0.024000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 430.006012
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 433.032013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 428.308014
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 259.312988
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005536 0.923241 fi:0.212453. Ave ac:0.008404,0.030304
Best acc 0.005536 0.923241
Initialization: 6.905000
Memcpy Classifiers: 0.622000
Memcpy Instances: 9.269000
Kernel 1: 0.025000
Kernel 2: 116.074997
Copyback: 0.017000
Sum: 0.036000
Initial population average accuracy1:0.006683 accuracy2:0.301580
Initialization: 7.107000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.391000
Kernel 1: 0.023000
Kernel 2: 121.296997
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.010867 0.796875 fi:0.301143. Ave ac:0.012791,0.016810
Initialization: 7.083000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.410000
Kernel 1: 0.023000
Kernel 2: 122.613998
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.005540 0.866667 fi:0.233150. Ave ac:0.017245,0.019100
Initialization: 7.111000
Memcpy Classifiers: 0.487000
Memcpy Instances: 9.410000
Kernel 1: 0.024000
Kernel 2: 120.566002
Copyback: 0.049000
Sum: 0.031000
It 2,Best ac:0.009802 0.718750 fi:0.379626. Ave ac:0.016159,0.016234
Initialization: 7.257000
Memcpy Classifiers: 0.467000
Memcpy Instances: 9.530000
Kernel 1: 0.024000
Kernel 2: 115.339996
Copyback: 0.021000
Sum: 0.030000
It 3,Best ac:0.005115 0.750000 fi:0.349961. Ave ac:0.017728,0.019292
Initialization: 6.904000
Memcpy Classifiers: 0.466000
Memcpy Instances: 9.577000
Kernel 1: 0.023000
Kernel 2: 113.542000
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.005966 0.875000 fi:0.224673. Ave ac:0.018591,0.019516
Initialization: 7.247000
Memcpy Classifiers: 0.465000
Memcpy Instances: 9.519000
Kernel 1: 0.023000
Kernel 2: 111.959999
Copyback: 0.019000
Sum: 0.034000
It 5,Best ac:0.007246 0.829268 fi:0.269972. Ave ac:0.018087,0.017891
Initialization: 7.217000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.831000
Kernel 1: 0.024000
Kernel 2: 108.801003
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.005327 0.892857 fi:0.207033. Ave ac:0.015919,0.017000
Initialization: 7.312000
Memcpy Classifiers: 0.527000
Memcpy Instances: 9.466000
Kernel 1: 0.024000
Kernel 2: 113.558998
Copyback: 0.019000
Sum: 0.032000
It 7,Best ac:0.005753 0.931034 fi:0.168710. Ave ac:0.014094,0.013972
Initialization: 7.268000
Memcpy Classifiers: 0.462000
Memcpy Instances: 9.587000
Kernel 1: 0.024000
Kernel 2: 113.598999
Copyback: 0.019000
Sum: 0.029000
It 8,Best ac:0.007884 0.925000 fi:0.174026. Ave ac:0.010507,0.010675
Initialization: 7.140000
Memcpy Classifiers: 0.505000
Memcpy Instances: 9.340000
Kernel 1: 0.024000
Kernel 2: 115.181999
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.004688 1.000000 fi:0.156051. Ave ac:0.009772,0.010666
Iteration 10:MDL fitness activated
Error 0.156051 TL 0.037563
MDL Theory Length Weight: 1.3848067008 (1)
Initialization: 7.284000
Memcpy Classifiers: 0.483000
Memcpy Instances: 9.684000
Kernel 1: 0.024000
Kernel 2: 114.614998
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.005541 0.962963 fi:0.201892. Ave ac:0.009827,0.009339
Initialization: 6.868000
Memcpy Classifiers: 0.504000
Memcpy Instances: 9.629000
Kernel 1: 0.025000
Kernel 2: 112.958000
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.005966 0.965517 fi:0.186960. Ave ac:0.009541,0.008617
Initialization: 6.986000
Memcpy Classifiers: 0.465000
Memcpy Instances: 9.319000
Kernel 1: 0.023000
Kernel 2: 112.070999
Copyback: 0.018000
Sum: 0.030000
It 12,Best ac:0.005540 1.000000 fi:0.153843. Ave ac:0.009326,0.008315
Initialization: 9.077000
Memcpy Classifiers: 0.491000
Memcpy Instances: 9.499000
Kernel 1: 0.026000
Kernel 2: 109.473999
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.007243 0.971429 fi:0.155531. Ave ac:0.009657,0.009151
Initialization: 6.787000
Memcpy Classifiers: 0.479000
Memcpy Instances: 9.519000
Kernel 1: 0.024000
Kernel 2: 107.291000
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.006392 0.967742 fi:0.188978. Ave ac:0.010949,0.010823
Initialization: 7.334000
Memcpy Classifiers: 0.419000
Memcpy Instances: 10.150000
Kernel 1: 0.026000
Kernel 2: 103.504997
Copyback: 0.029000
Sum: 0.027000
It 15,Best ac:0.007032 0.970588 fi:0.169975. Ave ac:0.009331,0.007447
Initialization: 7.042000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.394000
Kernel 1: 0.025000
Kernel 2: 101.375999
Copyback: 0.018000
Sum: 0.028000
It 16,Best ac:0.005754 0.964286 fi:0.194802. Ave ac:0.008358,0.006888
Initialization: 7.276000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.216000
Kernel 1: 0.025000
Kernel 2: 102.218002
Copyback: 0.018000
Sum: 0.029000
It 17,Best ac:0.006606 0.885714 fi:0.257887. Ave ac:0.009859,0.006731
Initialization: 6.912000
Memcpy Classifiers: 0.631000
Memcpy Instances: 9.648000
Kernel 1: 0.023000
Kernel 2: 100.564003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.006179 0.935484 fi:0.206961. Ave ac:0.009296,0.006503
Initialization: 6.646000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.620000
Kernel 1: 0.024000
Kernel 2: 98.774002
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.005327 1.000000 fi:0.148794. Ave ac:0.009045,0.007076
Initialization: 7.552000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.445000
Kernel 1: 0.023000
Kernel 2: 98.067001
Copyback: 0.018000
Sum: 0.031000
It 20,Best ac:0.005327 1.000000 fi:0.171352. Ave ac:0.007138,0.005111
Initialization: 7.219000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.378000
Kernel 1: 0.024000
Kernel 2: 99.754997
Copyback: 0.018000
Sum: 0.031000
It 21,Best ac:0.005327 0.961538 fi:0.181195. Ave ac:0.008629,0.005501
Initialization: 7.817000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.586000
Kernel 1: 0.024000
Kernel 2: 98.267998
Copyback: 0.018000
Sum: 0.027000
It 22,Best ac:0.006392 1.000000 fi:0.154119. Ave ac:0.008349,0.004894
Initialization: 7.112000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.373000
Kernel 1: 0.024000
Kernel 2: 98.440002
Copyback: 0.018000
Sum: 0.031000
It 23,Best ac:0.005540 0.962963 fi:0.180003. Ave ac:0.007025,0.004368
Initialization: 6.894000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.440000
Kernel 1: 0.023000
Kernel 2: 95.387001
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.006607 0.911765 fi:0.232216. Ave ac:0.008368,0.005185
Initialization: 7.351000
Memcpy Classifiers: 0.383000
Memcpy Instances: 9.287000
Kernel 1: 0.026000
Kernel 2: 97.192001
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.004901 1.000000 fi:0.177033. Ave ac:0.007758,0.004607
Initialization: 7.059000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.469000
Kernel 1: 0.022000
Kernel 2: 101.684998
Copyback: 0.018000
Sum: 0.033000
It 26,Best ac:0.009165 0.955556 fi:0.192898. Ave ac:0.010042,0.005706
Initialization: 6.892000
Memcpy Classifiers: 0.388000
Memcpy Instances: 9.481000
Kernel 1: 0.026000
Kernel 2: 98.841003
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.006179 1.000000 fi:0.154191. Ave ac:0.008648,0.005344
Initialization: 7.099000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.390000
Kernel 1: 0.024000
Kernel 2: 99.233002
Copyback: 0.018000
Sum: 0.029000
It 28,Best ac:0.005541 1.000000 fi:0.137267. Ave ac:0.006893,0.004694
Initialization: 6.986000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.407000
Kernel 1: 0.024000
Kernel 2: 97.142998
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.005966 0.965517 fi:0.180483. Ave ac:0.008228,0.005371
Initialization: 7.137000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.459000
Kernel 1: 0.024000
Kernel 2: 94.875000
Copyback: 0.020000
Sum: 0.033000
It 30,Best ac:0.007673 1.000000 fi:0.130715. Ave ac:0.008769,0.004837
Initialization: 7.039000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.645000
Kernel 1: 0.023000
Kernel 2: 91.403999
Copyback: 0.369000
Sum: 0.118000
It 31,Best ac:0.006394 0.937500 fi:0.204133. Ave ac:0.007313,0.004245
Initialization: 6.942000
Memcpy Classifiers: 0.360000
Memcpy Instances: 9.552000
Kernel 1: 0.024000
Kernel 2: 94.940002
Copyback: 0.018000
Sum: 0.032000
It 32,Best ac:0.005540 0.962963 fi:0.178154. Ave ac:0.007879,0.005181
Initialization: 6.847000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.580000
Kernel 1: 0.025000
Kernel 2: 90.412003
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.007246 0.971429 fi:0.173349. Ave ac:0.007496,0.004761
Initialization: 22.778000
Memcpy Instances: 478.432007
Memcpy Classifiers: 0.058000
Kernel 1: 0.025000
Kernel 2: 483.570007
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 495.044006
Copyback: 0.019000
Sum: 0.003000
Memcpy Classifiers: 0.061000
Kernel 1: 0.025000
Kernel 2: 487.082001
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 476.303009
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.016000
Kernel 2: 510.513000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 475.695007
Copyback: 0.019000
Sum: 0.003000
Memcpy Classifiers: 0.058000
Kernel 1: 0.019000
Kernel 2: 495.078003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 481.157013
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.016000
Kernel 2: 479.798004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 485.226990
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 497.001007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 478.136993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 497.071014
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 481.528992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 286.644989
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005123 0.906486 fi:0.234773. Ave ac:0.008067,0.029006
Best acc 0.005123 0.906486
Rule:Att PSSM_-2_6 is [-6.993809,1.505555]|Att PSSM_-1_7 is [<-3.564786]|Att PSSM_0_2 is [<-3.472846]|Att PSSM_0_7 is [<-2.310560]|Att PSSM_0_20 is [>-3.613595]|Att PSSM_1_15 is [<-4.372226]|Att PSSM_3_2 is [<-2.848975]|Att PSSM_4_2 is [<-1.170731]|1
Accuracy : 0.704366
0	1	
163972	108	
69259	1299	
Removed 1407 instances. 233231 Instances left. Acc of rule 0.005536-0.923241
Initialization: 6.899000
Memcpy Classifiers: 0.562000
Memcpy Instances: 9.432000
Kernel 1: 0.025000
Kernel 2: 113.586998
Copyback: 0.018000
Sum: 0.033000
Initial population average accuracy1:0.006784 accuracy2:0.288467
Initialization: 6.876000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.327000
Kernel 1: 0.025000
Kernel 2: 118.031998
Copyback: 0.018000
Sum: 0.111000
It 0,Best ac:0.011790 0.632184 fi:0.465469. Ave ac:0.012623,0.021505
Initialization: 7.096000
Memcpy Classifiers: 0.454000
Memcpy Instances: 9.327000
Kernel 1: 0.025000
Kernel 2: 119.739998
Copyback: 0.018000
Sum: 0.034000
It 1,Best ac:0.016292 0.649573 fi:0.446542. Ave ac:0.014271,0.019501
Initialization: 6.799000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.641000
Kernel 1: 0.023000
Kernel 2: 115.446999
Copyback: 0.018000
Sum: 0.031000
It 2,Best ac:0.005146 0.705882 fi:0.394046. Ave ac:0.015171,0.018385
Initialization: 6.815000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.969000
Kernel 1: 0.023000
Kernel 2: 118.647003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.010077 0.758065 fi:0.340175. Ave ac:0.018702,0.023717
Initialization: 7.154000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.957000
Kernel 1: 0.025000
Kernel 2: 117.304001
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.012650 0.776316 fi:0.321043. Ave ac:0.016992,0.018487
Initialization: 7.160000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.447000
Kernel 1: 0.023000
Kernel 2: 110.471001
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.006003 0.848485 fi:0.251150. Ave ac:0.017862,0.020285
Initialization: 6.803000
Memcpy Classifiers: 0.424000
Memcpy Instances: 9.546000
Kernel 1: 0.024000
Kernel 2: 110.462997
Copyback: 0.020000
Sum: 0.035000
It 6,Best ac:0.006002 0.848485 fi:0.251150. Ave ac:0.018897,0.020556
Initialization: 7.223000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.481000
Kernel 1: 0.024000
Kernel 2: 110.779999
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.009646 0.833333 fi:0.265056. Ave ac:0.015964,0.018540
Initialization: 6.781000
Memcpy Classifiers: 0.775000
Memcpy Instances: 9.146000
Kernel 1: 0.025000
Kernel 2: 111.279999
Copyback: 0.019000
Sum: 0.030000
It 8,Best ac:0.005573 0.962963 fi:0.136819. Ave ac:0.014462,0.015641
Initialization: 7.166000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.287000
Kernel 1: 0.022000
Kernel 2: 109.384003
Copyback: 0.019000
Sum: 0.030000
It 9,Best ac:0.005575 0.928571 fi:0.171210. Ave ac:0.014065,0.015591
Iteration 10:MDL fitness activated
Error 0.171210 TL 0.023207
MDL Theory Length Weight: 2.4592254160 (2)
Initialization: 7.008000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.211000
Kernel 1: 0.138000
Kernel 2: 108.530998
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.007290 0.918919 fi:0.236093. Ave ac:0.013075,0.012735
Initialization: 7.607000
Memcpy Classifiers: 0.402000
Memcpy Instances: 9.378000
Kernel 1: 0.022000
Kernel 2: 109.278999
Copyback: 0.018000
Sum: 0.034000
It 11,Best ac:0.009646 0.978261 fi:0.172829. Ave ac:0.013333,0.015693
Initialization: 7.007000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.152000
Kernel 1: 0.022000
Kernel 2: 107.384003
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.006645 0.911765 fi:0.242935. Ave ac:0.012234,0.014786
Initialization: 6.813000
Memcpy Classifiers: 0.349000
Memcpy Instances: 9.875000
Kernel 1: 0.023000
Kernel 2: 105.041000
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.005359 0.925926 fi:0.214740. Ave ac:0.013292,0.013990
Initialization: 7.118000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.319000
Kernel 1: 0.023000
Kernel 2: 104.211998
Copyback: 0.018000
Sum: 0.035000
It 14,Best ac:0.006645 0.911765 fi:0.220995. Ave ac:0.013465,0.012725
Initialization: 6.852000
Memcpy Classifiers: 0.284000
Memcpy Instances: 10.113000
Kernel 1: 0.023000
Kernel 2: 105.894997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.007717 0.923077 fi:0.223873. Ave ac:0.010894,0.010553
Initialization: 6.908000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.995000
Kernel 1: 0.023000
Kernel 2: 106.097000
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.004930 1.000000 fi:0.151355. Ave ac:0.009323,0.008768
Initialization: 7.107000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.492000
Kernel 1: 0.022000
Kernel 2: 106.546997
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.004931 1.000000 fi:0.158974. Ave ac:0.009586,0.008658
Initialization: 7.286000
Memcpy Classifiers: 0.346000
Memcpy Instances: 9.401000
Kernel 1: 0.025000
Kernel 2: 107.086998
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.007290 0.918919 fi:0.232978. Ave ac:0.008376,0.007021
Initialization: 7.286000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.987000
Kernel 1: 0.024000
Kernel 2: 105.352997
Copyback: 0.018000
Sum: 0.033000
It 19,Best ac:0.005146 1.000000 fi:0.162797. Ave ac:0.009471,0.007349
Initialization: 7.295000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.430000
Kernel 1: 0.023000
Kernel 2: 103.408997
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.005146 0.960000 fi:0.183484. Ave ac:0.007478,0.005430
Initialization: 6.816000
Memcpy Classifiers: 0.281000
Memcpy Instances: 9.192000
Kernel 1: 0.025000
Kernel 2: 106.737999
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.004930 1.000000 fi:0.144682. Ave ac:0.008003,0.006214
Initialization: 7.630000
Memcpy Classifiers: 0.309000
Memcpy Instances: 10.500000
Kernel 1: 0.025000
Kernel 2: 103.889999
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.006431 0.967742 fi:0.178487. Ave ac:0.005851,0.004988
Initialization: 6.840000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.205000
Kernel 1: 0.023000
Kernel 2: 98.860001
Copyback: 0.018000
Sum: 0.031000
It 23,Best ac:0.005573 0.928571 fi:0.210777. Ave ac:0.009970,0.008315
Initialization: 7.064000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.237000
Kernel 1: 0.024000
Kernel 2: 95.147003
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.008576 0.888889 fi:0.238510. Ave ac:0.008665,0.007397
Initialization: 6.897000
Memcpy Classifiers: 0.286000
Memcpy Instances: 9.521000
Kernel 1: 0.025000
Kernel 2: 94.221001
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.007503 0.945946 fi:0.202791. Ave ac:0.009765,0.008895
Initialization: 7.054000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.320000
Kernel 1: 0.025000
Kernel 2: 95.977997
Copyback: 0.018000
Sum: 0.025000
It 26,Best ac:0.006001 1.000000 fi:0.138977. Ave ac:0.012116,0.012227
Initialization: 7.061000
Memcpy Classifiers: 0.285000
Memcpy Instances: 9.668000
Kernel 1: 0.023000
Kernel 2: 95.617996
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.008576 0.952381 fi:0.191829. Ave ac:0.011707,0.013390
Initialization: 7.105000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.480000
Kernel 1: 0.023000
Kernel 2: 96.893997
Copyback: 0.019000
Sum: 0.030000
It 28,Best ac:0.005573 0.928571 fi:0.202482. Ave ac:0.010255,0.010947
Initialization: 6.781000
Memcpy Classifiers: 0.304000
Memcpy Instances: 10.348000
Kernel 1: 0.022000
Kernel 2: 94.237999
Copyback: 0.018000
Sum: 0.025000
It 29,Best ac:0.005575 0.962963 fi:0.168089. Ave ac:0.009547,0.007974
Initialization: 7.420000
Memcpy Classifiers: 0.305000
Memcpy Instances: 9.152000
Kernel 1: 0.024000
Kernel 2: 90.931999
Copyback: 0.371000
Sum: 0.027000
It 30,Best ac:0.005575 1.000000 fi:0.154183. Ave ac:0.009714,0.009215
Initialization: 6.890000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.208000
Kernel 1: 0.025000
Kernel 2: 93.441002
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.006861 0.941176 fi:0.193615. Ave ac:0.008735,0.014440
Initialization: 7.234000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.422000
Kernel 1: 0.023000
Kernel 2: 89.943001
Copyback: 0.018000
Sum: 0.025000
It 32,Best ac:0.006432 0.967742 fi:0.178285. Ave ac:0.009964,0.009885
Initialization: 6.824000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.628000
Kernel 1: 0.023000
Kernel 2: 97.738998
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.004930 0.958333 fi:0.180082. Ave ac:0.010204,0.010268
Initialization: 22.174999
Memcpy Instances: 469.197998
Memcpy Classifiers: 0.052000
Kernel 1: 0.024000
Kernel 2: 471.574005
Copyback: 0.016000
Sum: 0.009000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 451.911987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 456.003998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 470.415985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 462.084015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 454.036011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 482.447998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 480.911987
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 508.278015
Copyback: 0.023000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.022000
Kernel 2: 474.118988
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.016000
Kernel 2: 476.165985
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 466.514008
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.015000
Kernel 2: 459.419006
Copyback: 0.368000
Sum: 0.000000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 470.020996
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 287.032013
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005848 0.890921 fi:0.255508. Ave ac:0.009312,0.034410
Best acc 0.005848 0.890921
Initialization: 6.940000
Memcpy Classifiers: 0.560000
Memcpy Instances: 9.192000
Kernel 1: 0.026000
Kernel 2: 113.278999
Copyback: 0.022000
Sum: 0.033000
Initial population average accuracy1:0.004831 accuracy2:0.272001
Initialization: 6.897000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.249000
Kernel 1: 0.027000
Kernel 2: 119.930000
Copyback: 0.018000
Sum: 0.036000
It 0,Best ac:0.008574 0.655738 fi:0.443016. Ave ac:0.010159,0.013829
Initialization: 6.815000
Memcpy Classifiers: 0.495000
Memcpy Instances: 9.189000
Kernel 1: 0.025000
Kernel 2: 119.947998
Copyback: 0.019000
Sum: 0.030000
It 1,Best ac:0.005145 0.727273 fi:0.372656. Ave ac:0.014819,0.017215
Initialization: 6.778000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.173000
Kernel 1: 0.025000
Kernel 2: 119.084999
Copyback: 0.018000
Sum: 0.031000
It 2,Best ac:0.005145 0.666667 fi:0.433262. Ave ac:0.017552,0.022095
Initialization: 6.831000
Memcpy Classifiers: 0.456000
Memcpy Instances: 9.646000
Kernel 1: 0.026000
Kernel 2: 115.400002
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.004931 0.793103 fi:0.308023. Ave ac:0.015520,0.016884
Initialization: 6.830000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.198000
Kernel 1: 0.026000
Kernel 2: 112.038002
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.006217 0.763158 fi:0.336404. Ave ac:0.012739,0.014344
Initialization: 6.831000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.221000
Kernel 1: 0.027000
Kernel 2: 111.857002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.006647 0.837838 fi:0.261577. Ave ac:0.015305,0.018603
Initialization: 6.878000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.139000
Kernel 1: 0.027000
Kernel 2: 108.166000
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.009434 0.846154 fi:0.252306. Ave ac:0.012442,0.014053
Initialization: 7.301000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.250000
Kernel 1: 0.025000
Kernel 2: 104.004997
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.008362 0.866667 fi:0.232161. Ave ac:0.012782,0.013350
Initialization: 7.038000
Memcpy Classifiers: 0.468000
Memcpy Instances: 9.138000
Kernel 1: 0.026000
Kernel 2: 102.013000
Copyback: 0.018000
Sum: 0.030000
It 8,Best ac:0.006647 0.968750 fi:0.130665. Ave ac:0.013067,0.013540
Initialization: 6.869000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.182000
Kernel 1: 0.024000
Kernel 2: 100.736000
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.006217 0.966667 fi:0.132895. Ave ac:0.012425,0.012474
Iteration 10:MDL fitness activated
Error 0.132895 TL 0.036538
MDL Theory Length Weight: 1.2123891660 (2)
Initialization: 6.890000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.188000
Kernel 1: 0.025000
Kernel 2: 96.149002
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.005575 1.000000 fi:0.161198. Ave ac:0.011467,0.011986
Initialization: 7.035000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.139000
Kernel 1: 0.026000
Kernel 2: 97.763000
Copyback: 0.017000
Sum: 0.063000
It 11,Best ac:0.007074 0.891892 fi:0.237800. Ave ac:0.010980,0.013641
Initialization: 6.863000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.202000
Kernel 1: 0.023000
Kernel 2: 96.333000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.007075 0.942857 fi:0.186835. Ave ac:0.011766,0.011494
Initialization: 6.924000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.212000
Kernel 1: 0.023000
Kernel 2: 91.732002
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.005146 0.960000 fi:0.172855. Ave ac:0.011637,0.013161
Initialization: 6.901000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.170000
Kernel 1: 0.026000
Kernel 2: 89.788002
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.006431 0.937500 fi:0.208401. Ave ac:0.010629,0.010849
Initialization: 6.935000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.182000
Kernel 1: 0.025000
Kernel 2: 87.865997
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.006432 1.000000 fi:0.132274. Ave ac:0.008620,0.008418
Initialization: 6.808000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.695000
Kernel 1: 0.025000
Kernel 2: 88.920998
Copyback: 0.018000
Sum: 0.027000
It 16,Best ac:0.005359 1.000000 fi:0.147181. Ave ac:0.010002,0.009102
Initialization: 6.848000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.693000
Kernel 1: 0.024000
Kernel 2: 86.292000
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.006218 1.000000 fi:0.141003. Ave ac:0.008584,0.007055
Initialization: 6.814000
Memcpy Classifiers: 0.466000
Memcpy Instances: 9.164000
Kernel 1: 0.027000
Kernel 2: 86.055000
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.004931 0.958333 fi:0.186549. Ave ac:0.008699,0.005856
Initialization: 6.856000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.141000
Kernel 1: 0.025000
Kernel 2: 86.497002
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.004930 0.920000 fi:0.219072. Ave ac:0.007846,0.005453
Initialization: 6.857000
Memcpy Classifiers: 0.367000
Memcpy Instances: 9.648000
Kernel 1: 0.025000
Kernel 2: 84.810997
Copyback: 0.018000
Sum: 0.035000
It 20,Best ac:0.005146 0.960000 fi:0.181503. Ave ac:0.007810,0.005960
Initialization: 6.920000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.169000
Kernel 1: 0.025000
Kernel 2: 85.365997
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.005146 1.000000 fi:0.141503. Ave ac:0.007882,0.005386
Initialization: 7.360000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.187000
Kernel 1: 0.025000
Kernel 2: 86.537003
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.008362 0.951220 fi:0.188896. Ave ac:0.009020,0.006120
Initialization: 6.938000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.155000
Kernel 1: 0.027000
Kernel 2: 88.625000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.004930 0.920000 fi:0.220835. Ave ac:0.007706,0.004715
Initialization: 6.758000
Memcpy Classifiers: 0.363000
Memcpy Instances: 10.498000
Kernel 1: 0.025000
Kernel 2: 87.203003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.008360 0.975000 fi:0.165004. Ave ac:0.009260,0.006423
MDL Theory Length Weight: 1.0911502494 (10)
Initialization: 6.918000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.624000
Kernel 1: 0.026000
Kernel 2: 83.370003
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.005360 0.961538 fi:0.168588. Ave ac:0.007065,0.005573
Initialization: 6.973000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.220000
Kernel 1: 0.024000
Kernel 2: 85.919998
Copyback: 0.018000
Sum: 0.030000
It 26,Best ac:0.006002 0.965517 fi:0.169224. Ave ac:0.008395,0.005780
Initialization: 6.858000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.178000
Kernel 1: 0.025000
Kernel 2: 84.362000
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.009648 0.957447 fi:0.173971. Ave ac:0.008139,0.006028
Initialization: 6.870000
Memcpy Classifiers: 0.359000
Memcpy Instances: 9.292000
Kernel 1: 0.025000
Kernel 2: 85.535004
Copyback: 0.018000
Sum: 0.036000
It 28,Best ac:0.007503 0.972222 fi:0.165831. Ave ac:0.007964,0.006440
Initialization: 6.880000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.674000
Kernel 1: 0.023000
Kernel 2: 84.996002
Copyback: 0.018000
Sum: 0.036000
It 29,Best ac:0.005146 1.000000 fi:0.136769. Ave ac:0.007672,0.005021
Initialization: 6.830000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.374000
Kernel 1: 0.025000
Kernel 2: 83.810997
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.006860 1.000000 fi:0.130964. Ave ac:0.009041,0.005264
Initialization: 6.851000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.154000
Kernel 1: 0.026000
Kernel 2: 84.457001
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.006860 0.941176 fi:0.188610. Ave ac:0.005795,0.005748
Initialization: 6.918000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.178000
Kernel 1: 0.024000
Kernel 2: 85.768997
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.006645 0.968750 fi:0.161425. Ave ac:0.007140,0.004744
Initialization: 6.903000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.607000
Kernel 1: 0.025000
Kernel 2: 85.936996
Copyback: 0.018000
Sum: 0.031000
It 33,Best ac:0.006860 1.000000 fi:0.130086. Ave ac:0.007910,0.005437
Initialization: 21.982000
Memcpy Instances: 485.334991
Memcpy Classifiers: 0.054000
Kernel 1: 0.024000
Kernel 2: 443.041992
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 440.747986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 435.380005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 436.596008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 453.303986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 434.440002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 443.411011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 451.662994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 442.264008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 449.174988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 450.183990
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 441.071991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 448.352997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 447.606995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 262.722992
Copyback: 0.369000
Sum: 0.001000
It 34,Best ac:0.005715 0.900676 fi:0.230681. Ave ac:0.007224,0.025684
Best acc 0.005715 0.900676
Rule:Att PSSM_-2_20 is [-0.943672,6.812898]|Att PSSM_-1_7 is [<-0.670311]|Att PSSM_-1_10 is [-2.183729,5.309078]|Att PSSM_0_6 is [<-2.533223]|Att PSSM_0_7 is [<-2.805923]|Att PSSM_0_12 is [<-3.845100]|Att PSSM_0_19 is [-6.509689,4.706979]|Att PSSM_1_4 is [<5.544358]|Att PSSM_1_12 is [<-3.241512]|Att PSSM_2_12 is [<4.727071]|1
Accuracy : 0.709420
0	1	
163825	255	
67926	2632	
Removed 1480 instances. 231751 Instances left. Acc of rule 0.005715-0.900676
Initialization: 6.912000
Memcpy Classifiers: 0.509000
Memcpy Instances: 9.088000
Kernel 1: 0.025000
Kernel 2: 112.686996
Copyback: 0.017000
Sum: 0.037000
Initial population average accuracy1:0.005852 accuracy2:0.289163
Initialization: 6.811000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.129000
Kernel 1: 0.025000
Kernel 2: 124.408997
Copyback: 0.017000
Sum: 0.060000
It 0,Best ac:0.009277 0.693548 fi:0.404925. Ave ac:0.011954,0.015820
Initialization: 6.802000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.167000
Kernel 1: 0.026000
Kernel 2: 122.945999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.007334 0.708333 fi:0.390813. Ave ac:0.015774,0.017804
Initialization: 6.814000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.117000
Kernel 1: 0.025000
Kernel 2: 122.325996
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.006903 0.864865 fi:0.234431. Ave ac:0.016955,0.016011
Initialization: 6.804000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.575000
Kernel 1: 0.025000
Kernel 2: 121.370003
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.009061 0.792453 fi:0.306093. Ave ac:0.017158,0.015735
Initialization: 6.790000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.359000
Kernel 1: 0.025000
Kernel 2: 114.264999
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.007335 0.829268 fi:0.269877. Ave ac:0.013844,0.016116
Initialization: 6.873000
Memcpy Classifiers: 0.419000
Memcpy Instances: 9.123000
Kernel 1: 0.025000
Kernel 2: 109.271004
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.004963 0.821429 fi:0.278540. Ave ac:0.014191,0.017110
Initialization: 7.906000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.099000
Kernel 1: 0.025000
Kernel 2: 112.819000
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.006688 0.837838 fi:0.261533. Ave ac:0.012294,0.013634
Initialization: 6.839000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.077000
Kernel 1: 0.025000
Kernel 2: 110.764000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.005609 0.838710 fi:0.261034. Ave ac:0.011314,0.011400
Initialization: 6.716000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.118000
Kernel 1: 0.026000
Kernel 2: 111.053001
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.011003 0.864407 fi:0.233468. Ave ac:0.012129,0.012993
Initialization: 6.800000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.150000
Kernel 1: 0.024000
Kernel 2: 108.655998
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.005393 0.862069 fi:0.237751. Ave ac:0.012058,0.013434
Iteration 10:MDL fitness activated
Error 0.237751 TL 0.037816
MDL Theory Length Weight: 2.0956963049 (2)
Initialization: 6.840000
Memcpy Classifiers: 0.382000
Memcpy Instances: 9.072000
Kernel 1: 0.026000
Kernel 2: 106.985001
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.012298 0.826087 fi:0.311308. Ave ac:0.011974,0.013404
Initialization: 6.732000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.645000
Kernel 1: 0.023000
Kernel 2: 104.487000
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.006042 0.903226 fi:0.239638. Ave ac:0.015257,0.019074
Initialization: 6.989000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.102000
Kernel 1: 0.025000
Kernel 2: 102.704002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.004962 0.958333 fi:0.216958. Ave ac:0.013928,0.016611
Initialization: 6.926000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.424000
Kernel 1: 0.024000
Kernel 2: 99.489998
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.006255 0.935484 fi:0.223556. Ave ac:0.014841,0.016985
Initialization: 7.263000
Memcpy Classifiers: 0.366000
Memcpy Instances: 9.075000
Kernel 1: 0.026000
Kernel 2: 97.940002
Copyback: 0.018000
Sum: 0.033000
It 14,Best ac:0.007120 0.942857 fi:0.209947. Ave ac:0.011994,0.013225
Initialization: 7.009000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.071000
Kernel 1: 0.025000
Kernel 2: 96.308998
Copyback: 0.018000
Sum: 0.034000
It 15,Best ac:0.005609 0.928571 fi:0.213053. Ave ac:0.012895,0.013939
Initialization: 6.824000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.172000
Kernel 1: 0.026000
Kernel 2: 97.434998
Copyback: 0.016000
Sum: 0.035000
It 16,Best ac:0.005609 0.962963 fi:0.178663. Ave ac:0.014783,0.019281
Initialization: 6.795000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.118000
Kernel 1: 0.024000
Kernel 2: 94.221001
Copyback: 0.017000
Sum: 0.037000
It 17,Best ac:0.005178 0.960000 fi:0.219893. Ave ac:0.015273,0.020929
Initialization: 6.841000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.070000
Kernel 1: 0.025000
Kernel 2: 89.459999
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.004961 0.920000 fi:0.223910. Ave ac:0.013889,0.014181
Initialization: 6.716000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.108000
Kernel 1: 0.025000
Kernel 2: 88.454002
Copyback: 0.018000
Sum: 0.030000
It 19,Best ac:0.005179 1.000000 fi:0.161230. Ave ac:0.012945,0.014672
Initialization: 6.774000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.871000
Kernel 1: 0.025000
Kernel 2: 87.682999
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.005394 0.961538 fi:0.190520. Ave ac:0.011255,0.014662
Initialization: 7.243000
Memcpy Classifiers: 0.324000
Memcpy Instances: 9.159000
Kernel 1: 0.025000
Kernel 2: 86.905998
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.007767 0.947368 fi:0.199365. Ave ac:0.013033,0.014198
Initialization: 6.835000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.089000
Kernel 1: 0.024000
Kernel 2: 88.901001
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.006472 0.937500 fi:0.217160. Ave ac:0.010104,0.011017
Initialization: 6.823000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.073000
Kernel 1: 0.026000
Kernel 2: 86.123001
Copyback: 0.018000
Sum: 0.033000
It 23,Best ac:0.005609 0.962963 fi:0.174422. Ave ac:0.012385,0.013122
Initialization: 6.872000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.118000
Kernel 1: 0.025000
Kernel 2: 84.501999
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.005177 0.960000 fi:0.192128. Ave ac:0.010178,0.011391
Initialization: 7.316000
Memcpy Classifiers: 0.305000
Memcpy Instances: 10.318000
Kernel 1: 0.023000
Kernel 2: 85.175003
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.004748 1.000000 fi:0.175347. Ave ac:0.010373,0.011623
Initialization: 6.862000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.159000
Kernel 1: 0.025000
Kernel 2: 85.346001
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.006257 0.966667 fi:0.178820. Ave ac:0.010664,0.012224
Initialization: 6.844000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.064000
Kernel 1: 0.026000
Kernel 2: 85.641998
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.007121 0.942857 fi:0.191050. Ave ac:0.011285,0.012670
Initialization: 7.261000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.447000
Kernel 1: 0.024000
Kernel 2: 84.070999
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.007553 0.945946 fi:0.207851. Ave ac:0.010445,0.011325
MDL Theory Length Weight: 1.8861266745 (10)
Initialization: 6.788000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.144000
Kernel 1: 0.024000
Kernel 2: 84.648003
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.007769 0.923077 fi:0.208717. Ave ac:0.009578,0.010730
Initialization: 6.858000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.082000
Kernel 1: 0.025000
Kernel 2: 85.633003
Copyback: 0.020000
Sum: 0.032000
It 30,Best ac:0.004746 0.916667 fi:0.249508. Ave ac:0.009579,0.011803
Initialization: 6.836000
Memcpy Classifiers: 0.746000
Memcpy Instances: 9.084000
Kernel 1: 0.025000
Kernel 2: 84.891998
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.007118 0.942857 fi:0.204692. Ave ac:0.009984,0.011912
Initialization: 6.850000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.110000
Kernel 1: 0.026000
Kernel 2: 87.626999
Copyback: 0.018000
Sum: 0.035000
It 32,Best ac:0.008198 0.926829 fi:0.206633. Ave ac:0.011632,0.012335
Initialization: 6.811000
Memcpy Classifiers: 0.282000
Memcpy Instances: 9.182000
Kernel 1: 0.026000
Kernel 2: 87.384003
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.007120 0.942857 fi:0.200968. Ave ac:0.008441,0.008572
Initialization: 22.350000
Memcpy Instances: 459.110992
Memcpy Classifiers: 0.054000
Kernel 1: 0.025000
Kernel 2: 435.820007
Copyback: 0.367000
Sum: 0.013000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 447.786011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 451.471985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 447.854004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 446.263000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 450.704010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 439.316010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 447.342987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 440.050995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 451.334991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 442.006989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 450.132996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 436.975006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 447.016998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.012000
Kernel 2: 185.000000
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.006352 0.849394 fi:0.281312. Ave ac:0.009053,0.032887
Best acc 0.006352 0.849394
Initialization: 6.987000
Memcpy Classifiers: 0.560000
Memcpy Instances: 9.156000
Kernel 1: 0.026000
Kernel 2: 113.783997
Copyback: 0.017000
Sum: 0.033000
Initial population average accuracy1:0.007122 accuracy2:0.271244
Initialization: 6.831000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.073000
Kernel 1: 0.025000
Kernel 2: 123.771004
Copyback: 0.025000
Sum: 0.045000
It 0,Best ac:0.004962 0.589744 fi:0.510226. Ave ac:0.015214,0.020779
Initialization: 6.826000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.189000
Kernel 1: 0.023000
Kernel 2: 122.596001
Copyback: 0.018000
Sum: 0.034000
It 1,Best ac:0.004745 0.628571 fi:0.495187. Ave ac:0.020080,0.024091
Initialization: 7.491000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.105000
Kernel 1: 0.026000
Kernel 2: 121.558998
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.024164 0.674699 fi:0.418611. Ave ac:0.022034,0.025504
Initialization: 7.123000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.171000
Kernel 1: 0.023000
Kernel 2: 119.289001
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.007121 0.767442 fi:0.331778. Ave ac:0.023746,0.025826
Initialization: 6.953000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.105000
Kernel 1: 0.026000
Kernel 2: 116.610001
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.005177 0.888889 fi:0.211006. Ave ac:0.025328,0.026459
Initialization: 6.842000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.282000
Kernel 1: 0.022000
Kernel 2: 113.543999
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.005178 0.827586 fi:0.272309. Ave ac:0.024368,0.026773
Initialization: 6.747000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.193000
Kernel 1: 0.026000
Kernel 2: 111.835999
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.005177 0.827586 fi:0.272309. Ave ac:0.020790,0.021389
Initialization: 6.770000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.188000
Kernel 1: 0.024000
Kernel 2: 113.890999
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.009493 0.830189 fi:0.268207. Ave ac:0.020702,0.020276
Initialization: 6.784000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.168000
Kernel 1: 0.024000
Kernel 2: 108.823997
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.004963 0.920000 fi:0.179969. Ave ac:0.019448,0.018730
Initialization: 7.075000
Memcpy Classifiers: 0.381000
Memcpy Instances: 10.097000
Kernel 1: 0.023000
Kernel 2: 107.156998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.006904 0.888889 fi:0.210406. Ave ac:0.014277,0.017470
Iteration 10:MDL fitness activated
Error 0.210406 TL 0.032234
MDL Theory Length Weight: 2.1758324407 (2)
Initialization: 6.869000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.101000
Kernel 1: 0.025000
Kernel 2: 106.427002
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.006042 0.903226 fi:0.259791. Ave ac:0.012930,0.016045
Initialization: 7.253000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.115000
Kernel 1: 0.026000
Kernel 2: 108.682999
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.005178 0.960000 fi:0.215959. Ave ac:0.012696,0.014532
Initialization: 6.850000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.070000
Kernel 1: 0.023000
Kernel 2: 104.800003
Copyback: 0.018000
Sum: 0.028000
It 12,Best ac:0.005178 0.960000 fi:0.188045. Ave ac:0.012833,0.014690
Initialization: 6.772000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.615000
Kernel 1: 0.023000
Kernel 2: 98.185997
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.004962 0.958333 fi:0.187103. Ave ac:0.011421,0.013205
Initialization: 6.874000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.154000
Kernel 1: 0.023000
Kernel 2: 92.831001
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.006474 0.937500 fi:0.225367. Ave ac:0.011622,0.014972
Initialization: 6.733000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.186000
Kernel 1: 0.023000
Kernel 2: 96.379997
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.005608 0.962963 fi:0.191531. Ave ac:0.011741,0.012439
Initialization: 6.824000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.111000
Kernel 1: 0.023000
Kernel 2: 99.677002
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.004745 0.956522 fi:0.204733. Ave ac:0.012120,0.011478
Initialization: 7.242000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.115000
Kernel 1: 0.024000
Kernel 2: 99.893997
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.007769 0.900000 fi:0.246227. Ave ac:0.010540,0.009023
Initialization: 6.977000
Memcpy Classifiers: 0.354000
Memcpy Instances: 10.241000
Kernel 1: 0.024000
Kernel 2: 109.350998
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.005608 0.962963 fi:0.194101. Ave ac:0.010432,0.008782
Initialization: 6.836000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.079000
Kernel 1: 0.025000
Kernel 2: 107.511002
Copyback: 0.018000
Sum: 0.029000
It 19,Best ac:0.007983 0.973684 fi:0.183992. Ave ac:0.008580,0.007987
Initialization: 6.842000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.127000
Kernel 1: 0.024000
Kernel 2: 99.696999
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.005824 1.000000 fi:0.180160. Ave ac:0.008889,0.007821
Initialization: 6.877000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.080000
Kernel 1: 0.025000
Kernel 2: 99.367996
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.005179 1.000000 fi:0.148044. Ave ac:0.008923,0.006511
Initialization: 6.943000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.171000
Kernel 1: 0.026000
Kernel 2: 97.469002
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.007553 0.972222 fi:0.201702. Ave ac:0.009016,0.006390
Initialization: 6.754000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.391000
Kernel 1: 0.023000
Kernel 2: 96.137001
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.005608 0.962963 fi:0.185880. Ave ac:0.009355,0.007427
Initialization: 6.787000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.102000
Kernel 1: 0.026000
Kernel 2: 99.750999
Copyback: 0.018000
Sum: 0.031000
It 24,Best ac:0.007550 0.945946 fi:0.209671. Ave ac:0.009283,0.006733
Initialization: 6.800000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.083000
Kernel 1: 0.026000
Kernel 2: 101.112999
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.004745 0.916667 fi:0.255226. Ave ac:0.007055,0.006592
Initialization: 7.324000
Memcpy Classifiers: 0.324000
Memcpy Instances: 9.088000
Kernel 1: 0.025000
Kernel 2: 102.259003
Copyback: 0.018000
Sum: 0.029000
It 26,Best ac:0.007767 0.972973 fi:0.172330. Ave ac:0.011025,0.008677
Initialization: 6.873000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.091000
Kernel 1: 0.025000
Kernel 2: 99.949997
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.005825 1.000000 fi:0.179432. Ave ac:0.009324,0.006914
Initialization: 6.736000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.125000
Kernel 1: 0.026000
Kernel 2: 99.121002
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.007984 0.948718 fi:0.213625. Ave ac:0.008095,0.006278
Initialization: 6.754000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.074000
Kernel 1: 0.024000
Kernel 2: 104.014000
Copyback: 0.019000
Sum: 0.030000
It 29,Best ac:0.005178 0.960000 fi:0.210848. Ave ac:0.009604,0.008153
Initialization: 6.832000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.081000
Kernel 1: 0.028000
Kernel 2: 99.138000
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.004963 0.958333 fi:0.185399. Ave ac:0.009751,0.006739
MDL Theory Length Weight: 1.9582491966 (10)
Initialization: 6.775000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.107000
Kernel 1: 0.026000
Kernel 2: 98.138000
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.005611 0.928571 fi:0.226538. Ave ac:0.008903,0.006387
Initialization: 6.826000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.081000
Kernel 1: 0.025000
Kernel 2: 96.161003
Copyback: 0.018000
Sum: 0.031000
It 32,Best ac:0.010572 0.875000 fi:0.259766. Ave ac:0.007877,0.005989
Initialization: 6.888000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.533000
Kernel 1: 0.025000
Kernel 2: 97.178001
Copyback: 0.020000
Sum: 0.032000
It 33,Best ac:0.005826 0.964286 fi:0.205231. Ave ac:0.009414,0.008544
Initialization: 22.042000
Memcpy Instances: 456.588989
Memcpy Classifiers: 0.061000
Kernel 1: 0.030000
Kernel 2: 505.983002
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 499.894989
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 503.597992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 505.540009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 521.421997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 495.289001
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 500.821991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 499.203003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 512.012024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 502.785004
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 502.028992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 517.151001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 504.609009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 496.217010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 200.020996
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.007012 0.851231 fi:0.289704. Ave ac:0.009043,0.032025
Best acc 0.007012 0.851231
Rule:Att PSSM_-4_17 is [<2.143785]|Att PSSM_-2_4 is [<-3.794344]|Att PSSM_-2_12 is [<7.268365]|Att PSSM_-1_12 is [<-3.457057]|Att PSSM_0_12 is [-6.299874,-3.056620]|Att PSSM_1_1 is [-2.383204,6.383204]|Att PSSM_1_12 is [<-2.857208]|Att PSSM_4_19 is [>-6.496332]|1
Accuracy : 0.715136
0	1	
163541	539	
66301	4257	
Removed 1909 instances. 229842 Instances left. Acc of rule 0.007012-0.851231
Initialization: 6.866000
Memcpy Classifiers: 0.523000
Memcpy Instances: 9.010000
Kernel 1: 0.026000
Kernel 2: 112.771004
Copyback: 0.017000
Sum: 0.036000
Initial population average accuracy1:0.005632 accuracy2:0.259512
Initialization: 6.812000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.034000
Kernel 1: 0.025000
Kernel 2: 120.007004
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.008484 0.600000 fi:0.498700. Ave ac:0.011691,0.017476
Initialization: 6.785000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.017000
Kernel 1: 0.025000
Kernel 2: 123.161003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.004787 0.709677 fi:0.392275. Ave ac:0.015182,0.017254
Initialization: 6.723000
Memcpy Classifiers: 0.489000
Memcpy Instances: 9.979000
Kernel 1: 0.023000
Kernel 2: 121.418999
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.004568 0.750000 fi:0.392772. Ave ac:0.015632,0.018818
Initialization: 6.710000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.034000
Kernel 1: 0.024000
Kernel 2: 117.977997
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.006961 0.842105 fi:0.257132. Ave ac:0.015466,0.016707
Initialization: 7.287000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.088000
Kernel 1: 0.024000
Kernel 2: 114.541000
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.006308 0.906250 fi:0.193217. Ave ac:0.016308,0.018068
Initialization: 6.766000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.072000
Kernel 1: 0.023000
Kernel 2: 109.975998
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.011312 0.800000 fi:0.297703. Ave ac:0.013818,0.014738
Initialization: 6.835000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.490000
Kernel 1: 0.025000
Kernel 2: 109.539001
Copyback: 0.058000
Sum: 0.030000
It 6,Best ac:0.011312 0.838710 fi:0.258993. Ave ac:0.012393,0.011335
Initialization: 6.726000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.039000
Kernel 1: 0.025000
Kernel 2: 110.308998
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.006526 0.857143 fi:0.242247. Ave ac:0.009749,0.011994
Initialization: 6.768000
Memcpy Classifiers: 0.379000
Memcpy Instances: 10.075000
Kernel 1: 0.025000
Kernel 2: 111.078003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.008484 0.906977 fi:0.191723. Ave ac:0.009712,0.010382
Initialization: 7.018000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.036000
Kernel 1: 0.022000
Kernel 2: 111.834000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.007614 0.813953 fi:0.285053. Ave ac:0.009405,0.009368
Iteration 10:MDL fitness activated
Error 0.285053 TL 0.036980
MDL Theory Length Weight: 2.5694348656 (2)
Initialization: 6.809000
Memcpy Classifiers: 0.403000
Memcpy Instances: 8.988000
Kernel 1: 0.025000
Kernel 2: 110.411003
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.007396 0.894737 fi:0.267755. Ave ac:0.011690,0.011484
Initialization: 6.785000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.146000
Kernel 1: 0.025000
Kernel 2: 111.445999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.006308 0.906250 fi:0.256428. Ave ac:0.010198,0.009345
Initialization: 7.242000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.013000
Kernel 1: 0.026000
Kernel 2: 107.491997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.008049 0.880952 fi:0.277972. Ave ac:0.009928,0.010452
Initialization: 8.262000
Memcpy Classifiers: 0.355000
Memcpy Instances: 9.003000
Kernel 1: 0.024000
Kernel 2: 110.210999
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.004786 0.916667 fi:0.266171. Ave ac:0.012314,0.013407
Initialization: 6.794000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.096000
Kernel 1: 0.026000
Kernel 2: 109.601997
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.007615 0.921053 fi:0.237869. Ave ac:0.011840,0.011328
Initialization: 6.738000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.996000
Kernel 1: 0.024000
Kernel 2: 106.727997
Copyback: 0.019000
Sum: 0.031000
It 15,Best ac:0.005222 0.923077 fi:0.246421. Ave ac:0.012516,0.011806
Initialization: 6.709000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.011000
Kernel 1: 0.026000
Kernel 2: 104.596001
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.007614 0.875000 fi:0.288509. Ave ac:0.012667,0.011463
Initialization: 6.700000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.108000
Kernel 1: 0.024000
Kernel 2: 101.214996
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.007833 1.000000 fi:0.165237. Ave ac:0.013636,0.011991
Initialization: 7.139000
Memcpy Classifiers: 0.326000
Memcpy Instances: 9.002000
Kernel 1: 0.024000
Kernel 2: 102.403999
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.005875 0.870968 fi:0.287248. Ave ac:0.011362,0.012760
Initialization: 6.766000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.038000
Kernel 1: 0.023000
Kernel 2: 105.799004
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.007179 0.916667 fi:0.236932. Ave ac:0.012643,0.013741
Initialization: 6.734000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.009000
Kernel 1: 0.027000
Kernel 2: 103.850998
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.004786 0.916667 fi:0.254734. Ave ac:0.013288,0.011051
Initialization: 6.766000
Memcpy Classifiers: 0.350000
Memcpy Instances: 9.079000
Kernel 1: 0.025000
Kernel 2: 101.878998
Copyback: 0.018000
Sum: 0.029000
It 21,Best ac:0.007615 0.945946 fi:0.203193. Ave ac:0.010890,0.011250
Initialization: 7.781000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.042000
Kernel 1: 0.023000
Kernel 2: 100.386002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.011097 0.910714 fi:0.238106. Ave ac:0.012626,0.010803
Initialization: 7.413000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.955000
Kernel 1: 0.024000
Kernel 2: 99.626999
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.004786 0.956522 fi:0.211738. Ave ac:0.011525,0.009647
Initialization: 6.853000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.995000
Kernel 1: 0.025000
Kernel 2: 97.778000
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.006961 0.969697 fi:0.189485. Ave ac:0.009940,0.008834
Initialization: 6.754000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.033000
Kernel 1: 0.024000
Kernel 2: 97.179001
Copyback: 0.018000
Sum: 0.029000
It 25,Best ac:0.005438 0.961538 fi:0.219121. Ave ac:0.010698,0.009268
Initialization: 6.753000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.119000
Kernel 1: 0.026000
Kernel 2: 96.448997
Copyback: 0.018000
Sum: 0.028000
It 26,Best ac:0.005438 0.925926 fi:0.229206. Ave ac:0.009858,0.008473
MDL Theory Length Weight: 2.3124913791 (10)
Initialization: 6.861000
Memcpy Classifiers: 0.357000
Memcpy Instances: 8.997000
Kernel 1: 0.024000
Kernel 2: 95.762001
Copyback: 0.018000
Sum: 0.031000
It 27,Best ac:0.004786 0.916667 fi:0.247968. Ave ac:0.010373,0.010276
Initialization: 6.836000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.030000
Kernel 1: 0.025000
Kernel 2: 94.028000
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.005004 0.920000 fi:0.240209. Ave ac:0.010098,0.009752
Initialization: 6.783000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.045000
Kernel 1: 0.025000
Kernel 2: 97.113998
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.005438 0.892857 fi:0.253057. Ave ac:0.010647,0.008952
Initialization: 6.675000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.104000
Kernel 1: 0.025000
Kernel 2: 97.185997
Copyback: 0.017000
Sum: 0.031000
It 30,Best ac:0.005003 0.920000 fi:0.248962. Ave ac:0.011559,0.009523
Initialization: 6.760000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.065000
Kernel 1: 0.025000
Kernel 2: 93.228996
Copyback: 0.018000
Sum: 0.033000
It 31,Best ac:0.006091 0.933333 fi:0.216910. Ave ac:0.008807,0.006767
Initialization: 6.733000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.139000
Kernel 1: 0.023000
Kernel 2: 93.730003
Copyback: 0.018000
Sum: 0.032000
It 32,Best ac:0.006744 0.968750 fi:0.184964. Ave ac:0.011816,0.009392
Initialization: 6.770000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.053000
Kernel 1: 0.025000
Kernel 2: 90.212997
Copyback: 0.018000
Sum: 0.030000
It 33,Best ac:0.005002 0.958333 fi:0.198558. Ave ac:0.011476,0.009256
Initialization: 22.752001
Memcpy Instances: 455.819000
Memcpy Classifiers: 0.061000
Kernel 1: 0.030000
Kernel 2: 507.645996
Copyback: 0.369000
Sum: 0.013000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 502.740997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 489.471008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 491.178009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 492.713013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 483.903992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 492.753998
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 507.864014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 473.429993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.026000
Kernel 2: 500.191010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 494.519012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 503.450012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 497.825012
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.054000
Kernel 1: 0.017000
Kernel 2: 480.807007
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005904 0.838172 fi:0.315838. Ave ac:0.010638,0.038364
Best acc 0.005904 0.838172
Initialization: 6.906000
Memcpy Classifiers: 0.577000
Memcpy Instances: 9.048000
Kernel 1: 0.026000
Kernel 2: 110.852997
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.006088 accuracy2:0.275218
Initialization: 6.857000
Memcpy Classifiers: 0.559000
Memcpy Instances: 9.048000
Kernel 1: 0.025000
Kernel 2: 116.597000
Copyback: 0.017000
Sum: 0.048000
It 0,Best ac:0.005003 0.766667 fi:0.333260. Ave ac:0.012392,0.017022
Initialization: 6.805000
Memcpy Classifiers: 0.472000
Memcpy Instances: 9.947000
Kernel 1: 0.022000
Kernel 2: 118.126999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.009138 0.750000 fi:0.348470. Ave ac:0.016229,0.018296
Initialization: 6.821000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.065000
Kernel 1: 0.023000
Kernel 2: 114.793999
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.005221 0.800000 fi:0.299850. Ave ac:0.015933,0.020621
Initialization: 6.783000
Memcpy Classifiers: 0.418000
Memcpy Instances: 9.040000
Kernel 1: 0.023000
Kernel 2: 109.093002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.006308 0.805556 fi:0.293911. Ave ac:0.013895,0.017989
Initialization: 6.851000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.990000
Kernel 1: 0.023000
Kernel 2: 110.307999
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.008049 0.902439 fi:0.196414. Ave ac:0.012434,0.018959
Initialization: 6.665000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.528000
Kernel 1: 0.023000
Kernel 2: 107.841003
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004786 0.814815 fi:0.287137. Ave ac:0.013054,0.016839
Initialization: 7.588000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.842000
Kernel 1: 0.024000
Kernel 2: 107.850998
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.007831 0.818182 fi:0.280748. Ave ac:0.013448,0.016865
Initialization: 6.735000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.527000
Kernel 1: 0.023000
Kernel 2: 105.072998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.005656 0.787879 fi:0.311818. Ave ac:0.012560,0.015986
Initialization: 6.894000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.086000
Kernel 1: 0.022000
Kernel 2: 103.357002
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.005873 0.900000 fi:0.199620. Ave ac:0.015045,0.018252
Initialization: 6.785000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.039000
Kernel 1: 0.025000
Kernel 2: 103.542999
Copyback: 0.018000
Sum: 0.030000
It 9,Best ac:0.010442 0.905660 fi:0.192349. Ave ac:0.011299,0.012225
Iteration 10:MDL fitness activated
Error 0.192349 TL 0.027226
MDL Theory Length Weight: 2.3549544409 (1)
Initialization: 6.811000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.023000
Kernel 1: 0.023000
Kernel 2: 102.905998
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.013487 0.826667 fi:0.325459. Ave ac:0.010184,0.013680
Initialization: 6.697000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.049000
Kernel 1: 0.022000
Kernel 2: 98.805000
Copyback: 0.016000
Sum: 0.033000
It 11,Best ac:0.006963 0.888889 fi:0.265443. Ave ac:0.011357,0.011383
Initialization: 6.742000
Memcpy Classifiers: 0.367000
Memcpy Instances: 9.013000
Kernel 1: 0.024000
Kernel 2: 99.531998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.005221 0.923077 fi:0.234468. Ave ac:0.010646,0.009335
Initialization: 6.762000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.127000
Kernel 1: 0.023000
Kernel 2: 95.543999
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.006744 0.939394 fi:0.236926. Ave ac:0.011590,0.013149
Initialization: 6.845000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.987000
Kernel 1: 0.024000
Kernel 2: 93.851997
Copyback: 0.025000
Sum: 0.039000
It 14,Best ac:0.009356 0.934783 fi:0.201379. Ave ac:0.008929,0.009626
Initialization: 7.687000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.056000
Kernel 1: 0.025000
Kernel 2: 96.033997
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.005873 0.843750 fi:0.293349. Ave ac:0.010642,0.010374
Initialization: 6.759000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.990000
Kernel 1: 0.032000
Kernel 2: 93.694000
Copyback: 0.018000
Sum: 0.033000
It 16,Best ac:0.006526 0.937500 fi:0.218606. Ave ac:0.009088,0.009442
Initialization: 6.686000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.581000
Kernel 1: 0.023000
Kernel 2: 95.334999
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.008049 0.948718 fi:0.192077. Ave ac:0.008048,0.008457
Initialization: 6.799000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.552000
Kernel 1: 0.026000
Kernel 2: 91.810997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.005004 1.000000 fi:0.162704. Ave ac:0.008402,0.007829
Initialization: 6.963000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.094000
Kernel 1: 0.025000
Kernel 2: 91.956001
Copyback: 0.018000
Sum: 0.029000
It 19,Best ac:0.004786 1.000000 fi:0.179304. Ave ac:0.009109,0.007775
Initialization: 6.851000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.038000
Kernel 1: 0.023000
Kernel 2: 91.666000
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.006091 0.875000 fi:0.298125. Ave ac:0.009409,0.008061
Initialization: 6.688000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.038000
Kernel 1: 0.025000
Kernel 2: 89.281998
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.005872 0.931034 fi:0.217687. Ave ac:0.009420,0.009907
Initialization: 6.702000
Memcpy Classifiers: 0.303000
Memcpy Instances: 10.303000
Kernel 1: 0.024000
Kernel 2: 91.026001
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.005656 0.962963 fi:0.199226. Ave ac:0.011081,0.010334
Initialization: 6.680000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.540000
Kernel 1: 0.026000
Kernel 2: 91.513000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.005003 0.920000 fi:0.223473. Ave ac:0.010276,0.011160
Initialization: 6.724000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.030000
Kernel 1: 0.023000
Kernel 2: 90.359001
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.005004 0.958333 fi:0.208861. Ave ac:0.011658,0.009478
Initialization: 6.771000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.101000
Kernel 1: 0.025000
Kernel 2: 90.494003
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.008268 0.950000 fi:0.201892. Ave ac:0.009161,0.012945
Initialization: 7.276000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.034000
Kernel 1: 0.025000
Kernel 2: 90.829002
Copyback: 0.018000
Sum: 0.031000
It 26,Best ac:0.008701 0.888889 fi:0.258201. Ave ac:0.010611,0.007164
Initialization: 6.871000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.173000
Kernel 1: 0.026000
Kernel 2: 90.452003
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.005221 0.923077 fi:0.237818. Ave ac:0.009888,0.006955
MDL Theory Length Weight: 2.1194589968 (10)
Initialization: 6.854000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.992000
Kernel 1: 0.025000
Kernel 2: 90.013000
Copyback: 0.018000
Sum: 0.028000
It 28,Best ac:0.006091 0.933333 fi:0.213693. Ave ac:0.009879,0.009349
Initialization: 6.810000
Memcpy Classifiers: 0.804000
Memcpy Instances: 9.010000
Kernel 1: 0.026000
Kernel 2: 90.842003
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.005438 0.925926 fi:0.222190. Ave ac:0.008665,0.007201
Initialization: 6.782000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.031000
Kernel 1: 0.025000
Kernel 2: 90.778999
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.005873 0.964286 fi:0.172704. Ave ac:0.011875,0.009481
Initialization: 6.770000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.012000
Kernel 1: 0.026000
Kernel 2: 89.900002
Copyback: 0.018000
Sum: 0.031000
It 31,Best ac:0.005438 0.925926 fi:0.222828. Ave ac:0.008839,0.010575
Initialization: 6.759000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.483000
Kernel 1: 0.025000
Kernel 2: 89.414001
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.005221 0.960000 fi:0.197992. Ave ac:0.010299,0.010756
Initialization: 7.718000
Memcpy Classifiers: 0.366000
Memcpy Instances: 9.451000
Kernel 1: 0.026000
Kernel 2: 87.653999
Copyback: 0.018000
Sum: 0.029000
It 33,Best ac:0.007179 0.942857 fi:0.198792. Ave ac:0.008747,0.007072
Initialization: 23.063999
Memcpy Instances: 455.256989
Memcpy Classifiers: 0.062000
Kernel 1: 0.030000
Kernel 2: 466.658997
Copyback: 0.022000
Sum: 0.010000
Memcpy Classifiers: 0.055000
Kernel 1: 0.022000
Kernel 2: 455.553009
Copyback: 0.366000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 465.863007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 482.584991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 462.329010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 471.549011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 472.528992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 474.209991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 469.516998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 464.514008
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.060000
Kernel 1: 0.022000
Kernel 2: 465.704010
Copyback: 0.023000
Sum: 0.006000
Memcpy Classifiers: 0.056000
Kernel 1: 0.021000
Kernel 2: 470.934998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 466.463989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 440.134003
Copyback: 0.016000
Sum: 0.002000
It 34,Best ac:0.005617 0.830225 fi:0.311975. Ave ac:0.008300,0.028881
Best acc 0.005617 0.830225
Rule:Att PSSM_-1_7 is [<-1.946751]|Att PSSM_0_12 is [<-3.114682]|Att PSSM_1_4 is [-7.997707,-2.014065]|Att PSSM_1_12 is [<1.862090]|Att PSSM_1_13 is [-1.539198,9.148758]|Att PSSM_3_7 is [<-2.140236]|Att PSSM_4_7 is [>-5.416092]|Att PSSM_4_12 is [<-1.109342]|1
Accuracy : 0.719802
0	1	
163279	801	
64944	5614	
Removed 1619 instances. 228223 Instances left. Acc of rule 0.005904-0.838172
Initialization: 6.666000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.957000
Kernel 1: 0.027000
Kernel 2: 111.589996
Copyback: 0.371000
Sum: 0.030000
Initial population average accuracy1:0.006551 accuracy2:0.279801
Initialization: 6.784000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.935000
Kernel 1: 0.025000
Kernel 2: 121.058998
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.005041 0.718750 fi:0.381139. Ave ac:0.012493,0.021188
Initialization: 6.693000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.925000
Kernel 1: 0.025000
Kernel 2: 116.171997
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.005259 0.774194 fi:0.325617. Ave ac:0.016395,0.024126
Initialization: 7.301000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.944000
Kernel 1: 0.025000
Kernel 2: 113.723000
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.007230 0.785714 fi:0.313391. Ave ac:0.016680,0.021222
Initialization: 6.796000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.954000
Kernel 1: 0.023000
Kernel 2: 112.632004
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.005476 0.833333 fi:0.266400. Ave ac:0.012879,0.017790
Initialization: 7.202000
Memcpy Classifiers: 0.438000
Memcpy Instances: 8.953000
Kernel 1: 0.023000
Kernel 2: 113.170998
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004600 0.875000 fi:0.249955. Ave ac:0.012577,0.013290
Initialization: 6.729000
Memcpy Classifiers: 0.422000
Memcpy Instances: 8.913000
Kernel 1: 0.027000
Kernel 2: 111.585999
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.007010 0.820513 fi:0.278673. Ave ac:0.011968,0.013752
Initialization: 6.829000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.392000
Kernel 1: 0.025000
Kernel 2: 111.499001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.006135 0.800000 fi:0.299499. Ave ac:0.011544,0.013443
Initialization: 6.776000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.096000
Kernel 1: 0.026000
Kernel 2: 109.195000
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.005259 0.888889 fi:0.210923. Ave ac:0.013456,0.014557
Initialization: 6.740000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.351000
Kernel 1: 0.026000
Kernel 2: 107.572998
Copyback: 0.018000
Sum: 0.028000
It 8,Best ac:0.005697 0.928571 fi:0.171084. Ave ac:0.010779,0.010265
Initialization: 6.807000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.935000
Kernel 1: 0.024000
Kernel 2: 102.637001
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.006572 0.882353 fi:0.216989. Ave ac:0.009443,0.009668
Iteration 10:MDL fitness activated
Error 0.216989 TL 0.040059
MDL Theory Length Weight: 1.8055656618 (2)
Initialization: 6.733000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.910000
Kernel 1: 0.025000
Kernel 2: 102.254997
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.007013 0.914286 fi:0.241150. Ave ac:0.010440,0.009738
Initialization: 7.237000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.977000
Kernel 1: 0.024000
Kernel 2: 99.183998
Copyback: 0.019000
Sum: 0.031000
It 11,Best ac:0.005038 0.920000 fi:0.251419. Ave ac:0.009920,0.008970
Initialization: 7.232000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.939000
Kernel 1: 0.026000
Kernel 2: 99.339996
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.006354 0.878788 fi:0.274768. Ave ac:0.012161,0.010848
Initialization: 6.822000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.921000
Kernel 1: 0.024000
Kernel 2: 99.075996
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.007010 0.914286 fi:0.244254. Ave ac:0.010648,0.009953
Initialization: 6.730000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.491000
Kernel 1: 0.025000
Kernel 2: 95.347000
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.005915 0.900000 fi:0.267895. Ave ac:0.011636,0.010236
Initialization: 6.750000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.942000
Kernel 1: 0.025000
Kernel 2: 95.269997
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.006354 0.935484 fi:0.213281. Ave ac:0.011371,0.009146
Initialization: 6.758000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.004000
Kernel 1: 0.025000
Kernel 2: 94.161003
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.004820 0.956522 fi:0.200304. Ave ac:0.010299,0.008155
Initialization: 6.842000
Memcpy Classifiers: 0.384000
Memcpy Instances: 8.930000
Kernel 1: 0.027000
Kernel 2: 93.828003
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.005696 0.962963 fi:0.201945. Ave ac:0.008847,0.007092
Initialization: 6.646000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.966000
Kernel 1: 0.025000
Kernel 2: 96.540001
Copyback: 0.017000
Sum: 0.027000
It 18,Best ac:0.007888 0.900000 fi:0.254176. Ave ac:0.008007,0.005925
Initialization: 6.855000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.931000
Kernel 1: 0.026000
Kernel 2: 96.681000
Copyback: 0.018000
Sum: 0.028000
It 19,Best ac:0.007010 0.969697 fi:0.182578. Ave ac:0.007855,0.005763
Initialization: 7.229000
Memcpy Classifiers: 0.407000
Memcpy Instances: 8.922000
Kernel 1: 0.027000
Kernel 2: 94.642998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.007013 0.888889 fi:0.260173. Ave ac:0.007519,0.006060
Initialization: 7.152000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.929000
Kernel 1: 0.026000
Kernel 2: 97.921997
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.007886 0.923077 fi:0.232743. Ave ac:0.008120,0.006004
Initialization: 6.724000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.920000
Kernel 1: 0.025000
Kernel 2: 95.559998
Copyback: 0.018000
Sum: 0.027000
It 22,Best ac:0.007669 0.972222 fi:0.184475. Ave ac:0.009371,0.006731
Initialization: 7.479000
Memcpy Classifiers: 0.344000
Memcpy Instances: 8.963000
Kernel 1: 0.027000
Kernel 2: 96.293999
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.005039 0.958333 fi:0.195520. Ave ac:0.007685,0.005552
Initialization: 6.800000
Memcpy Classifiers: 0.352000
Memcpy Instances: 10.134000
Kernel 1: 0.026000
Kernel 2: 99.614998
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.007669 0.897436 fi:0.253208. Ave ac:0.007507,0.005438
Initialization: 6.628000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.000000
Kernel 1: 0.027000
Kernel 2: 99.039001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.005916 0.931034 fi:0.218136. Ave ac:0.007034,0.004451
Initialization: 6.773000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.966000
Kernel 1: 0.025000
Kernel 2: 98.890999
Copyback: 0.018000
Sum: 0.031000
It 26,Best ac:0.006135 0.903226 fi:0.253688. Ave ac:0.006738,0.005523
Initialization: 6.655000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.026000
Kernel 1: 0.024000
Kernel 2: 99.002998
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.007667 0.921053 fi:0.236748. Ave ac:0.008930,0.006398
Initialization: 6.729000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.994000
Kernel 1: 0.024000
Kernel 2: 96.138000
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.011394 0.866667 fi:0.279795. Ave ac:0.007560,0.005225
MDL Theory Length Weight: 1.6250090957 (10)
Initialization: 6.760000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.944000
Kernel 1: 0.026000
Kernel 2: 96.485001
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.005696 0.866667 fi:0.279572. Ave ac:0.008265,0.005714
Initialization: 6.805000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.926000
Kernel 1: 0.025000
Kernel 2: 98.404999
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.007448 0.894737 fi:0.240721. Ave ac:0.009223,0.006048
Initialization: 6.655000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.973000
Kernel 1: 0.026000
Kernel 2: 96.981003
Copyback: 0.018000
Sum: 0.029000
It 31,Best ac:0.005039 1.000000 fi:0.148457. Ave ac:0.008473,0.005678
Initialization: 6.727000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.049000
Kernel 1: 0.026000
Kernel 2: 94.019997
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.005478 1.000000 fi:0.144592. Ave ac:0.007983,0.005356
Initialization: 6.739000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.668000
Kernel 1: 0.026000
Kernel 2: 93.602997
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004819 0.956522 fi:0.195549. Ave ac:0.007968,0.004967
Initialization: 22.612000
Memcpy Instances: 451.869995
Memcpy Classifiers: 0.062000
Kernel 1: 0.026000
Kernel 2: 471.622986
Copyback: 0.014000
Sum: 0.013000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 497.167999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 489.085999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 473.794006
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 477.506989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.015000
Kernel 2: 495.121002
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 484.984009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 464.679993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 472.924988
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 479.423004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 476.589996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 480.738007
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 480.320007
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 455.372009
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.006283 0.848521 fi:0.297508. Ave ac:0.008448,0.029744
Best acc 0.006283 0.848521
Initialization: 6.795000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.923000
Kernel 1: 0.028000
Kernel 2: 108.936996
Copyback: 0.018000
Sum: 0.031000
Initial population average accuracy1:0.005351 accuracy2:0.274450
Initialization: 6.743000
Memcpy Classifiers: 0.945000
Memcpy Instances: 8.937000
Kernel 1: 0.026000
Kernel 2: 114.248001
Copyback: 0.018000
Sum: 0.061000
It 0,Best ac:0.008983 0.585714 fi:0.512767. Ave ac:0.011702,0.016839
Initialization: 6.651000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.963000
Kernel 1: 0.025000
Kernel 2: 113.185997
Copyback: 0.018000
Sum: 0.034000
It 1,Best ac:0.027607 0.688525 fi:0.404712. Ave ac:0.014051,0.017430
Initialization: 6.733000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.099000
Kernel 1: 0.024000
Kernel 2: 110.547997
Copyback: 0.018000
Sum: 0.034000
It 2,Best ac:0.005915 0.750000 fi:0.349577. Ave ac:0.014896,0.016499
Initialization: 8.000000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.975000
Kernel 1: 0.025000
Kernel 2: 105.750999
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.035057 0.747664 fi:0.345573. Ave ac:0.015776,0.018363
Initialization: 6.757000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.987000
Kernel 1: 0.025000
Kernel 2: 102.709999
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004819 0.880000 fi:0.219969. Ave ac:0.018983,0.021950
Initialization: 6.658000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.926000
Kernel 1: 0.025000
Kernel 2: 95.401001
Copyback: 0.018000
Sum: 0.033000
It 5,Best ac:0.006791 0.794872 fi:0.304392. Ave ac:0.017674,0.019728
Initialization: 6.651000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.962000
Kernel 1: 0.024000
Kernel 2: 90.787003
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.007886 0.800000 fi:0.298873. Ave ac:0.014696,0.017869
Initialization: 6.707000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.922000
Kernel 1: 0.026000
Kernel 2: 90.940002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004602 0.840000 fi:0.284280. Ave ac:0.018117,0.023202
Initialization: 6.708000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.961000
Kernel 1: 0.023000
Kernel 2: 87.998001
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.006791 0.815789 fi:0.283475. Ave ac:0.018804,0.022302
Initialization: 7.127000
Memcpy Classifiers: 0.359000
Memcpy Instances: 8.937000
Kernel 1: 0.025000
Kernel 2: 88.914001
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.005257 0.923077 fi:0.176735. Ave ac:0.014193,0.015097
Iteration 10:MDL fitness activated
Error 0.176735 TL 0.022854
MDL Theory Length Weight: 2.5777214280 (1)
Initialization: 6.756000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.934000
Kernel 1: 0.024000
Kernel 2: 91.613998
Copyback: 0.018000
Sum: 0.029000
It 10,Best ac:0.012708 0.892308 fi:0.268088. Ave ac:0.015521,0.016553
Initialization: 6.691000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.206000
Kernel 1: 0.023000
Kernel 2: 86.887001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.005038 0.884615 fi:0.274187. Ave ac:0.015093,0.018695
Initialization: 6.770000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.917000
Kernel 1: 0.024000
Kernel 2: 84.662003
Copyback: 0.017000
Sum: 0.025000
It 12,Best ac:0.006791 0.911765 fi:0.228320. Ave ac:0.014483,0.017299
Initialization: 6.862000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.415000
Kernel 1: 0.024000
Kernel 2: 85.358002
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.004163 1.000000 fi:0.251494. Ave ac:0.012881,0.017824
Initialization: 6.762000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.036000
Kernel 1: 0.023000
Kernel 2: 86.111000
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.005478 0.892857 fi:0.249522. Ave ac:0.013046,0.013023
Initialization: 6.612000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.159000
Kernel 1: 0.024000
Kernel 2: 83.532997
Copyback: 0.018000
Sum: 0.024000
It 15,Best ac:0.005039 0.884615 fi:0.253685. Ave ac:0.011963,0.012358
Initialization: 6.593000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.957000
Kernel 1: 0.024000
Kernel 2: 81.660004
Copyback: 0.017000
Sum: 0.026000
It 16,Best ac:0.005478 0.961538 fi:0.192451. Ave ac:0.012552,0.018629
Initialization: 6.643000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.958000
Kernel 1: 0.023000
Kernel 2: 80.957001
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.009419 0.934783 fi:0.208968. Ave ac:0.012754,0.018471
Initialization: 6.737000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.005000
Kernel 1: 0.024000
Kernel 2: 77.837997
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.007011 0.914286 fi:0.242266. Ave ac:0.009876,0.009383
Initialization: 6.687000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.015000
Kernel 1: 0.023000
Kernel 2: 78.349998
Copyback: 0.017000
Sum: 0.025000
It 19,Best ac:0.005916 0.931034 fi:0.227393. Ave ac:0.010924,0.012570
Initialization: 6.726000
Memcpy Classifiers: 0.821000
Memcpy Instances: 8.949000
Kernel 1: 0.023000
Kernel 2: 78.757004
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.005696 0.962963 fi:0.204983. Ave ac:0.011315,0.013881
Initialization: 6.716000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.007000
Kernel 1: 0.025000
Kernel 2: 77.384003
Copyback: 0.018000
Sum: 0.025000
It 21,Best ac:0.006792 0.885714 fi:0.260808. Ave ac:0.010040,0.009672
Initialization: 6.770000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.005000
Kernel 1: 0.023000
Kernel 2: 77.620003
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.007230 0.916667 fi:0.223259. Ave ac:0.010568,0.012274
Initialization: 6.750000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.991000
Kernel 1: 0.024000
Kernel 2: 76.750999
Copyback: 0.016000
Sum: 0.020000
It 23,Best ac:0.008326 0.974359 fi:0.190226. Ave ac:0.011048,0.012242
Initialization: 6.720000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.930000
Kernel 1: 0.024000
Kernel 2: 77.807999
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.006134 1.000000 fi:0.155192. Ave ac:0.008858,0.007502
Initialization: 6.641000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.440000
Kernel 1: 0.024000
Kernel 2: 77.724998
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.005915 0.931034 fi:0.214486. Ave ac:0.009521,0.008386
Initialization: 6.615000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.974000
Kernel 1: 0.022000
Kernel 2: 79.365997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.006134 0.965517 fi:0.180563. Ave ac:0.008648,0.008669
Initialization: 6.719000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.928000
Kernel 1: 0.025000
Kernel 2: 77.992996
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.004820 1.000000 fi:0.169067. Ave ac:0.010375,0.010898
Initialization: 6.696000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.985000
Kernel 1: 0.024000
Kernel 2: 78.178001
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.008762 0.909091 fi:0.237539. Ave ac:0.008567,0.008805
Initialization: 6.777000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.978000
Kernel 1: 0.025000
Kernel 2: 77.786003
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.005476 0.961538 fi:0.183651. Ave ac:0.008258,0.007932
Initialization: 6.606000
Memcpy Classifiers: 0.247000
Memcpy Instances: 9.032000
Kernel 1: 0.024000
Kernel 2: 78.026001
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.005916 0.900000 fi:0.257856. Ave ac:0.009338,0.009371
Initialization: 6.646000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.511000
Kernel 1: 0.023000
Kernel 2: 76.879997
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.005697 0.896552 fi:0.251900. Ave ac:0.009485,0.015523
Initialization: 6.680000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.007000
Kernel 1: 0.024000
Kernel 2: 75.692001
Copyback: 0.018000
Sum: 0.023000
It 32,Best ac:0.005259 0.923077 fi:0.226663. Ave ac:0.009408,0.010244
Initialization: 6.756000
Memcpy Classifiers: 0.781000
Memcpy Instances: 8.927000
Kernel 1: 0.025000
Kernel 2: 75.055000
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.007230 0.868421 fi:0.278556. Ave ac:0.011220,0.012105
MDL Theory Length Weight: 2.3199492852 (10)
Initialization: 22.573999
Memcpy Instances: 457.292999
Memcpy Classifiers: 0.053000
Kernel 1: 0.026000
Kernel 2: 419.864990
Copyback: 0.014000
Sum: 0.009000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 416.222992
Copyback: 0.022000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.021000
Kernel 2: 415.278015
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.016000
Kernel 2: 422.148987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 426.216003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 434.800995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 417.372009
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 424.307007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 415.134003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 439.231995
Copyback: 0.022000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.021000
Kernel 2: 422.588013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 431.217010
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 420.075012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 397.332001
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005092 0.845706 fi:0.295075. Ave ac:0.013019,0.047766
Best acc 0.005092 0.845706
Rule:Att PSSM_-2_7 is [-6.802121,-1.277170]|Att PSSM_-1_12 is [<-1.463608]|Att PSSM_0_5 is [-2.542477,10.542477]|Att PSSM_0_7 is [-6.613384,-3.091900]|Att PSSM_0_12 is [-6.021914,-3.324500]|Att PSSM_1_7 is [-6.987730,2.113881]|Att PSSM_1_12 is [<-0.480269]|Att PSSM_2_6 is [<1.867857]|Att PSSM_3_6 is [<0.719522]|Att PSSM_4_7 is [>-5.817456]|1
Accuracy : 0.724823
0	1	
163023	1057	
63510	7048	
Removed 1690 instances. 226533 Instances left. Acc of rule 0.006283-0.848521
Initialization: 6.665000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.935000
Kernel 1: 0.024000
Kernel 2: 108.237000
Copyback: 0.017000
Sum: 0.038000
Initial population average accuracy1:0.006068 accuracy2:0.254404
Initialization: 6.721000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.964000
Kernel 1: 0.025000
Kernel 2: 113.347000
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.004194 0.730769 fi:0.459445. Ave ac:0.011322,0.016308
Initialization: 6.658000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.027000
Kernel 1: 0.023000
Kernel 2: 115.942001
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.009269 0.711864 fi:0.386466. Ave ac:0.014084,0.018950
Initialization: 6.658000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.926000
Kernel 1: 0.023000
Kernel 2: 112.283997
Copyback: 0.018000
Sum: 0.033000
It 2,Best ac:0.004634 0.875000 fi:0.230677. Ave ac:0.014293,0.016063
Initialization: 6.794000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.225000
Kernel 1: 0.023000
Kernel 2: 110.501999
Copyback: 0.018000
Sum: 0.035000
It 3,Best ac:0.005959 0.771429 fi:0.328100. Ave ac:0.015643,0.018507
Initialization: 6.679000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.921000
Kernel 1: 0.024000
Kernel 2: 106.699997
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.009492 0.767857 fi:0.330391. Ave ac:0.014543,0.019669
Initialization: 7.189000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 104.546997
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.005740 0.742857 fi:0.356752. Ave ac:0.011322,0.015365
Initialization: 6.630000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.912000
Kernel 1: 0.024000
Kernel 2: 103.968002
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.006843 0.939394 fi:0.159815. Ave ac:0.012343,0.013617
Initialization: 6.761000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.913000
Kernel 1: 0.022000
Kernel 2: 107.610001
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.005077 0.884615 fi:0.215234. Ave ac:0.009334,0.010886
Initialization: 6.829000
Memcpy Classifiers: 0.365000
Memcpy Instances: 8.864000
Kernel 1: 0.023000
Kernel 2: 102.327003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.005298 0.827586 fi:0.272183. Ave ac:0.008137,0.008726
Initialization: 6.696000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.857000
Kernel 1: 0.025000
Kernel 2: 102.138000
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.007506 0.894737 fi:0.204232. Ave ac:0.008221,0.008354
Iteration 10:MDL fitness activated
Error 0.204232 TL 0.027053
MDL Theory Length Weight: 2.5164766972 (4)
Initialization: 6.788000
Memcpy Classifiers: 0.743000
Memcpy Instances: 9.856000
Kernel 1: 0.022000
Kernel 2: 104.989998
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.005076 0.920000 fi:0.237933. Ave ac:0.008403,0.008318
Initialization: 6.676000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 100.417999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.007062 0.820513 fi:0.346786. Ave ac:0.008005,0.008013
Initialization: 6.636000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.009000
Kernel 1: 0.025000
Kernel 2: 101.252998
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.009713 0.897959 fi:0.264732. Ave ac:0.009418,0.009192
Initialization: 7.291000
Memcpy Classifiers: 0.325000
Memcpy Instances: 8.918000
Kernel 1: 0.026000
Kernel 2: 102.428001
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.005959 0.870968 fi:0.294706. Ave ac:0.007472,0.005874
Initialization: 6.858000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.857000
Kernel 1: 0.025000
Kernel 2: 102.750000
Copyback: 0.018000
Sum: 0.029000
It 14,Best ac:0.005298 0.923077 fi:0.245689. Ave ac:0.007878,0.004964
Initialization: 6.699000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.858000
Kernel 1: 0.026000
Kernel 2: 99.809998
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.005740 0.896552 fi:0.271323. Ave ac:0.007857,0.005217
Initialization: 6.646000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 95.153999
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.006842 0.837838 fi:0.325777. Ave ac:0.007281,0.007029
Initialization: 6.637000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.868000
Kernel 1: 0.025000
Kernel 2: 91.419998
Copyback: 0.371000
Sum: 0.035000
It 17,Best ac:0.006842 0.861111 fi:0.289637. Ave ac:0.005691,0.005438
Initialization: 6.721000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 91.639999
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.004636 0.913043 fi:0.264255. Ave ac:0.011024,0.009393
Initialization: 6.909000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.970000
Kernel 1: 0.023000
Kernel 2: 94.008003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.006180 0.903226 fi:0.250552. Ave ac:0.008319,0.009315
MDL Theory Length Weight: 2.2648290275 (14)
Initialization: 6.768000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.910000
Kernel 1: 0.023000
Kernel 2: 95.408997
Copyback: 0.017000
Sum: 0.029000
It 20,Best ac:0.005738 0.928571 fi:0.228036. Ave ac:0.008576,0.006385
Initialization: 6.708000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.882000
Kernel 1: 0.024000
Kernel 2: 98.274002
Copyback: 0.018000
Sum: 0.029000
It 21,Best ac:0.006400 0.852941 fi:0.309726. Ave ac:0.007810,0.007533
Initialization: 6.730000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.892000
Kernel 1: 0.023000
Kernel 2: 96.612000
Copyback: 0.017000
Sum: 0.038000
It 22,Best ac:0.005076 0.920000 fi:0.242604. Ave ac:0.009638,0.007204
Initialization: 6.810000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 96.504997
Copyback: 0.017000
Sum: 0.035000
It 23,Best ac:0.005298 0.923077 fi:0.231612. Ave ac:0.009340,0.006473
Initialization: 7.987000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.903000
Kernel 1: 0.024000
Kernel 2: 93.880997
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.006843 0.861111 fi:0.292356. Ave ac:0.009893,0.007340
Initialization: 6.744000
Memcpy Classifiers: 0.330000
Memcpy Instances: 8.924000
Kernel 1: 0.026000
Kernel 2: 96.542000
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.006400 0.935484 fi:0.228030. Ave ac:0.009239,0.007410
Initialization: 6.732000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.932000
Kernel 1: 0.025000
Kernel 2: 94.911003
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.006181 0.903226 fi:0.253468. Ave ac:0.007636,0.005321
Initialization: 6.702000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 93.610001
Copyback: 0.018000
Sum: 0.033000
It 27,Best ac:0.007285 0.891892 fi:0.245356. Ave ac:0.008162,0.005033
Initialization: 7.221000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.899000
Kernel 1: 0.025000
Kernel 2: 96.146004
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.006180 0.848485 fi:0.303399. Ave ac:0.009095,0.005500
Initialization: 6.703000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.901000
Kernel 1: 0.026000
Kernel 2: 93.871002
Copyback: 0.017000
Sum: 0.032000
It 29,Best ac:0.005076 0.920000 fi:0.228893. Ave ac:0.007358,0.004620
Initialization: 6.606000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.355000
Kernel 1: 0.025000
Kernel 2: 97.473000
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.006180 0.875000 fi:0.276856. Ave ac:0.007195,0.005263
Initialization: 6.682000
Memcpy Classifiers: 0.302000
Memcpy Instances: 10.005000
Kernel 1: 0.024000
Kernel 2: 100.394997
Copyback: 0.018000
Sum: 0.029000
It 31,Best ac:0.009490 0.934783 fi:0.206125. Ave ac:0.008587,0.005056
Initialization: 6.764000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.853000
Kernel 1: 0.025000
Kernel 2: 100.847000
Copyback: 0.018000
Sum: 0.031000
It 32,Best ac:0.005959 0.931034 fi:0.218855. Ave ac:0.008295,0.005587
Initialization: 6.769000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.976000
Kernel 1: 0.025000
Kernel 2: 105.222000
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004636 0.954545 fi:0.215220. Ave ac:0.007760,0.004413
Initialization: 22.620001
Memcpy Instances: 464.647003
Memcpy Classifiers: 0.061000
Kernel 1: 0.028000
Kernel 2: 535.424011
Copyback: 0.017000
Sum: 0.012000
Memcpy Classifiers: 0.053000
Kernel 1: 0.016000
Kernel 2: 534.705017
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 525.780029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 515.187988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 547.390015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 543.758972
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 538.471985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 547.689026
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 521.984009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 538.393005
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 544.661011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 543.297974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 540.127014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 275.536011
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.006516 0.795687 fi:0.356048. Ave ac:0.006556,0.022188
Best acc 0.006516 0.795687
Initialization: 6.575000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.005000
Kernel 1: 0.026000
Kernel 2: 108.667000
Copyback: 0.017000
Sum: 0.034000
Initial population average accuracy1:0.005638 accuracy2:0.272708
Initialization: 6.668000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.944000
Kernel 1: 0.025000
Kernel 2: 115.083000
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.007062 0.744186 fi:0.354945. Ave ac:0.011629,0.016092
Initialization: 6.692000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.040000
Kernel 1: 0.023000
Kernel 2: 116.077003
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005519 0.833333 fi:0.266356. Ave ac:0.014873,0.018818
Initialization: 6.684000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 113.865997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.009272 0.777778 fi:0.320550. Ave ac:0.014760,0.018538
Initialization: 7.270000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.865000
Kernel 1: 0.025000
Kernel 2: 109.617996
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005076 0.851852 fi:0.247997. Ave ac:0.014588,0.020815
Initialization: 6.682000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.872000
Kernel 1: 0.026000
Kernel 2: 102.203003
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.006181 0.823529 fi:0.275919. Ave ac:0.011077,0.013087
Initialization: 7.172000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.343000
Kernel 1: 0.022000
Kernel 2: 101.339996
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.008389 0.826087 fi:0.272561. Ave ac:0.009608,0.010731
Initialization: 6.730000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.945000
Kernel 1: 0.026000
Kernel 2: 99.100998
Copyback: 0.018000
Sum: 0.030000
It 6,Best ac:0.005076 0.851852 fi:0.247997. Ave ac:0.008424,0.006758
Initialization: 6.827000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.063000
Kernel 1: 0.025000
Kernel 2: 97.044998
Copyback: 0.018000
Sum: 0.027000
It 7,Best ac:0.006843 0.911765 fi:0.187444. Ave ac:0.007330,0.005233
Initialization: 6.665000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.347000
Kernel 1: 0.025000
Kernel 2: 98.603996
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.007726 0.833333 fi:0.265555. Ave ac:0.006423,0.004528
Initialization: 6.736000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.912000
Kernel 1: 0.024000
Kernel 2: 102.619003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.005959 0.900000 fi:0.199529. Ave ac:0.008144,0.006256
Iteration 10:MDL fitness activated
Error 0.199529 TL 0.045419
MDL Theory Length Weight: 1.4643457813 (3)
Initialization: 7.087000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 101.563004
Copyback: 0.018000
Sum: 0.028000
It 10,Best ac:0.004636 0.807692 fi:0.358075. Ave ac:0.007120,0.005520
Initialization: 6.632000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.942000
Kernel 1: 0.025000
Kernel 2: 100.331001
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.005297 0.827586 fi:0.320274. Ave ac:0.008071,0.005736
Initialization: 7.214000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.138000
Kernel 1: 0.024000
Kernel 2: 99.514999
Copyback: 0.018000
Sum: 0.028000
It 12,Best ac:0.006400 0.828571 fi:0.322348. Ave ac:0.006239,0.004593
Initialization: 6.470000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.944000
Kernel 1: 0.024000
Kernel 2: 98.570000
Copyback: 0.018000
Sum: 0.030000
It 13,Best ac:0.007061 0.941176 fi:0.206257. Ave ac:0.008974,0.006175
Initialization: 6.697000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.384000
Kernel 1: 0.025000
Kernel 2: 101.431000
Copyback: 0.018000
Sum: 0.030000
It 14,Best ac:0.008609 0.812500 fi:0.333778. Ave ac:0.008397,0.007246
Initialization: 7.297000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.055000
Kernel 1: 0.025000
Kernel 2: 101.223999
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.007062 0.864865 fi:0.285929. Ave ac:0.010268,0.007567
Initialization: 6.725000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.159000
Kernel 1: 0.024000
Kernel 2: 100.889000
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.005518 0.961538 fi:0.186455. Ave ac:0.010128,0.008017
Initialization: 6.572000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.886000
Kernel 1: 0.025000
Kernel 2: 99.445000
Copyback: 0.370000
Sum: 0.031000
It 17,Best ac:0.007504 0.918919 fi:0.224114. Ave ac:0.009134,0.007223
Initialization: 6.595000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.164000
Kernel 1: 0.025000
Kernel 2: 99.413002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.004635 0.875000 fi:0.274196. Ave ac:0.008494,0.006181
Initialization: 6.758000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.859000
Kernel 1: 0.026000
Kernel 2: 98.995003
Copyback: 0.018000
Sum: 0.030000
It 19,Best ac:0.006180 0.903226 fi:0.247463. Ave ac:0.008723,0.005418
Initialization: 6.671000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.887000
Kernel 1: 0.024000
Kernel 2: 98.466003
Copyback: 0.018000
Sum: 0.031000
It 20,Best ac:0.005076 0.920000 fi:0.237992. Ave ac:0.008377,0.005904
Initialization: 6.674000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.889000
Kernel 1: 0.026000
Kernel 2: 97.625999
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.004635 0.913043 fi:0.241300. Ave ac:0.008329,0.005900
Initialization: 6.683000
Memcpy Classifiers: 0.362000
Memcpy Instances: 10.232000
Kernel 1: 0.024000
Kernel 2: 97.195999
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.005076 0.884615 fi:0.267437. Ave ac:0.007864,0.006422
Initialization: 6.641000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.073000
Kernel 1: 0.025000
Kernel 2: 97.608002
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.005960 0.900000 fi:0.257212. Ave ac:0.009638,0.007737
Initialization: 6.623000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.856000
Kernel 1: 0.026000
Kernel 2: 96.588997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.006843 0.939394 fi:0.204056. Ave ac:0.008353,0.005711
Initialization: 7.220000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.913000
Kernel 1: 0.027000
Kernel 2: 98.084000
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.005297 0.960000 fi:0.197458. Ave ac:0.007213,0.004791
MDL Theory Length Weight: 1.3179112032 (10)
Initialization: 6.803000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.891000
Kernel 1: 0.026000
Kernel 2: 96.718002
Copyback: 0.018000
Sum: 0.030000
It 26,Best ac:0.005740 0.928571 fi:0.203085. Ave ac:0.007374,0.004635
Initialization: 6.682000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.890000
Kernel 1: 0.026000
Kernel 2: 97.296997
Copyback: 0.018000
Sum: 0.030000
It 27,Best ac:0.004192 0.950000 fi:0.287691. Ave ac:0.005907,0.004298
Initialization: 6.632000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.858000
Kernel 1: 0.027000
Kernel 2: 98.835999
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.006842 0.911765 fi:0.233982. Ave ac:0.008041,0.005674
Initialization: 6.788000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.855000
Kernel 1: 0.026000
Kernel 2: 96.288002
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.004857 1.000000 fi:0.141632. Ave ac:0.007713,0.004905
Initialization: 6.673000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.365000
Kernel 1: 0.025000
Kernel 2: 98.574997
Copyback: 0.018000
Sum: 0.028000
It 30,Best ac:0.004855 0.846154 fi:0.290636. Ave ac:0.006617,0.005593
Initialization: 6.765000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.107000
Kernel 1: 0.024000
Kernel 2: 101.203003
Copyback: 0.018000
Sum: 0.030000
It 31,Best ac:0.005297 0.857143 fi:0.274675. Ave ac:0.007610,0.005338
Initialization: 6.648000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.886000
Kernel 1: 0.027000
Kernel 2: 99.574997
Copyback: 0.018000
Sum: 0.030000
It 32,Best ac:0.004855 0.846154 fi:0.294575. Ave ac:0.006198,0.004302
Initialization: 6.471000
Memcpy Classifiers: 0.390000
Memcpy Instances: 8.861000
Kernel 1: 0.026000
Kernel 2: 100.343002
Copyback: 0.018000
Sum: 0.029000
It 33,Best ac:0.008830 0.833333 fi:0.310105. Ave ac:0.008079,0.005245
Initialization: 23.913000
Memcpy Instances: 447.997986
Memcpy Classifiers: 0.067000
Kernel 1: 0.029000
Kernel 2: 523.549988
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 528.078003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 526.870972
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 522.526978
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 506.981995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 531.987976
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 519.731018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 525.192017
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 518.338989
Copyback: 0.022000
Sum: 0.004000
Memcpy Classifiers: 0.136000
Kernel 1: 0.025000
Kernel 2: 507.113007
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.063000
Kernel 1: 0.017000
Kernel 2: 521.086975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 525.606018
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 512.692017
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 268.217987
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004896 0.785411 fi:0.351365. Ave ac:0.007924,0.027314
Best acc 0.004896 0.785411
Rule:Att PSSM_-3_3 is [-5.824381,5.824381]|Att PSSM_-2_20 is [<5.714556]|Att PSSM_0_10 is [>-3.671064]|Att PSSM_0_12 is [-6.848438,-2.972482]|Att PSSM_1_2 is [<-3.108797]|Att PSSM_2_12 is [<-2.898600]|Att PSSM_3_7 is [<-2.703412]|Att PSSM_4_12 is [<-1.856689]|1
Accuracy : 0.729498
0	1	
162644	1436	
62034	8524	
Removed 1855 instances. 224678 Instances left. Acc of rule 0.006516-0.795687
Initialization: 6.601000
Memcpy Classifiers: 0.542000
Memcpy Instances: 8.884000
Kernel 1: 0.025000
Kernel 2: 108.919998
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.005141 accuracy2:0.243752
Initialization: 6.744000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.901000
Kernel 1: 0.025000
Kernel 2: 115.031998
Copyback: 0.018000
Sum: 0.054000
It 0,Best ac:0.004673 0.724138 fi:0.375832. Ave ac:0.010756,0.016604
Initialization: 6.616000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.861000
Kernel 1: 0.026000
Kernel 2: 117.762001
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.009125 0.630769 fi:0.467559. Ave ac:0.015519,0.019720
Initialization: 6.641000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.879000
Kernel 1: 0.023000
Kernel 2: 113.462997
Copyback: 0.018000
Sum: 0.032000
It 2,Best ac:0.004895 0.814815 fi:0.285073. Ave ac:0.016752,0.021267
Initialization: 6.629000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 108.814003
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.004895 0.916667 fi:0.183221. Ave ac:0.015946,0.018483
Initialization: 6.592000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.364000
Kernel 1: 0.023000
Kernel 2: 107.444000
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.014686 0.733333 fi:0.362949. Ave ac:0.022469,0.025498
Initialization: 6.649000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.897000
Kernel 1: 0.024000
Kernel 2: 103.166000
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.006231 0.717949 fi:0.381448. Ave ac:0.021877,0.022742
Initialization: 7.080000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.893000
Kernel 1: 0.024000
Kernel 2: 103.916000
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.004450 0.909091 fi:0.218583. Ave ac:0.017550,0.019438
Initialization: 6.715000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.854000
Kernel 1: 0.026000
Kernel 2: 106.512001
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.010238 0.851852 fi:0.246067. Ave ac:0.015731,0.018089
Initialization: 6.570000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.865000
Kernel 1: 0.025000
Kernel 2: 107.147003
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.006009 0.964286 fi:0.135191. Ave ac:0.012542,0.013586
Initialization: 6.610000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.880000
Kernel 1: 0.024000
Kernel 2: 110.706001
Copyback: 0.018000
Sum: 0.026000
It 9,Best ac:0.004897 0.956522 fi:0.143365. Ave ac:0.012296,0.012687
Iteration 10:MDL fitness activated
Error 0.143365 TL 0.045135
MDL Theory Length Weight: 1.0587905393 (2)
Initialization: 7.411000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.882000
Kernel 1: 0.027000
Kernel 2: 110.835999
Copyback: 0.017000
Sum: 0.025000
It 10,Best ac:0.004451 0.952381 fi:0.212177. Ave ac:0.012354,0.013761
Initialization: 6.559000
Memcpy Classifiers: 0.914000
Memcpy Instances: 8.866000
Kernel 1: 0.025000
Kernel 2: 108.928001
Copyback: 0.018000
Sum: 0.028000
It 11,Best ac:0.007343 0.891892 fi:0.240645. Ave ac:0.010405,0.011330
Initialization: 6.677000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.859000
Kernel 1: 0.026000
Kernel 2: 109.717003
Copyback: 0.017000
Sum: 0.025000
It 12,Best ac:0.007121 0.914286 fi:0.218089. Ave ac:0.009997,0.011027
Initialization: 6.663000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.878000
Kernel 1: 0.026000
Kernel 2: 107.625000
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.005785 0.896552 fi:0.240017. Ave ac:0.009152,0.008108
Initialization: 6.695000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 109.401001
Copyback: 0.018000
Sum: 0.031000
It 14,Best ac:0.006900 0.939394 fi:0.189473. Ave ac:0.009275,0.007911
Initialization: 6.605000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 107.628998
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004674 0.840000 fi:0.295298. Ave ac:0.006079,0.004671
Initialization: 6.605000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.272000
Kernel 1: 0.025000
Kernel 2: 107.912003
Copyback: 0.371000
Sum: 0.030000
It 16,Best ac:0.004673 0.913043 fi:0.231279. Ave ac:0.008723,0.007066
Initialization: 6.647000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.880000
Kernel 1: 0.025000
Kernel 2: 105.481003
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.005563 0.961538 fi:0.180435. Ave ac:0.007949,0.006789
Initialization: 6.670000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.884000
Kernel 1: 0.025000
Kernel 2: 101.698997
Copyback: 0.019000
Sum: 0.032000
It 18,Best ac:0.005118 0.884615 fi:0.240142. Ave ac:0.008090,0.006013
Initialization: 6.664000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.903000
Kernel 1: 0.026000
Kernel 2: 101.908997
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.004674 1.000000 fi:0.127036. Ave ac:0.009006,0.006228
Initialization: 6.600000
Memcpy Classifiers: 0.389000
Memcpy Instances: 8.867000
Kernel 1: 0.025000
Kernel 2: 101.642998
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.005564 0.925926 fi:0.205388. Ave ac:0.008101,0.005044
Initialization: 6.728000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.148000
Kernel 1: 0.025000
Kernel 2: 103.642998
Copyback: 0.018000
Sum: 0.026000
It 21,Best ac:0.005787 0.928571 fi:0.202525. Ave ac:0.007358,0.004802
Initialization: 6.604000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.895000
Kernel 1: 0.026000
Kernel 2: 101.109001
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.005785 0.928571 fi:0.203060. Ave ac:0.006479,0.004316
Initialization: 6.610000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.924000
Kernel 1: 0.025000
Kernel 2: 102.060997
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.004897 0.916667 fi:0.221506. Ave ac:0.008413,0.005525
Initialization: 6.622000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.893000
Kernel 1: 0.025000
Kernel 2: 99.252998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.004895 0.916667 fi:0.223475. Ave ac:0.007061,0.005064
Initialization: 6.669000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.847000
Kernel 1: 0.026000
Kernel 2: 99.099998
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.005564 0.892857 fi:0.248903. Ave ac:0.006256,0.005281
Initialization: 6.699000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.924000
Kernel 1: 0.025000
Kernel 2: 99.487999
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.005563 0.925926 fi:0.210266. Ave ac:0.006916,0.005505
Initialization: 6.646000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.885000
Kernel 1: 0.025000
Kernel 2: 97.981003
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.004673 0.913043 fi:0.221797. Ave ac:0.005328,0.004460
Initialization: 6.727000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.414000
Kernel 1: 0.026000
Kernel 2: 101.209999
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.006676 0.909091 fi:0.218890. Ave ac:0.008236,0.007690
MDL Theory Length Weight: 0.9529114854 (10)
Initialization: 6.709000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.846000
Kernel 1: 0.027000
Kernel 2: 100.612999
Copyback: 0.018000
Sum: 0.030000
It 29,Best ac:0.005563 0.961538 fi:0.169800. Ave ac:0.006677,0.004715
Initialization: 6.616000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.377000
Kernel 1: 0.025000
Kernel 2: 102.077003
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.004229 1.000000 fi:0.196040. Ave ac:0.007276,0.005458
Initialization: 6.657000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.926000
Kernel 1: 0.026000
Kernel 2: 98.526001
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.008011 0.947368 fi:0.176608. Ave ac:0.006664,0.004685
Initialization: 6.626000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.882000
Kernel 1: 0.027000
Kernel 2: 101.709000
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.005563 0.892857 fi:0.231617. Ave ac:0.007470,0.004424
Initialization: 6.797000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.968000
Kernel 1: 0.026000
Kernel 2: 106.711998
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.006232 0.875000 fi:0.249520. Ave ac:0.005126,0.003438
Initialization: 23.520000
Memcpy Instances: 444.441010
Memcpy Classifiers: 0.068000
Kernel 1: 0.030000
Kernel 2: 530.478027
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 532.559021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 521.706970
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 531.697021
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 531.973022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 527.614014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 524.317017
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.065000
Kernel 1: 0.017000
Kernel 2: 542.822021
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 530.429016
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 558.682983
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 537.216003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 540.181030
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 526.734985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 171.003998
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004811 0.811562 fi:0.326455. Ave ac:0.006523,0.021998
Best acc 0.004811 0.811562
Initialization: 6.890000
Memcpy Classifiers: 0.603000
Memcpy Instances: 8.861000
Kernel 1: 0.025000
Kernel 2: 107.846001
Copyback: 0.017000
Sum: 0.036000
Initial population average accuracy1:0.005750 accuracy2:0.249441
Initialization: 6.687000
Memcpy Classifiers: 0.503000
Memcpy Instances: 9.318000
Kernel 1: 0.026000
Kernel 2: 116.388000
Copyback: 0.018000
Sum: 0.060000
It 0,Best ac:0.004450 0.689655 fi:0.438019. Ave ac:0.012278,0.017428
Initialization: 6.609000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.061000
Kernel 1: 0.025000
Kernel 2: 116.566002
Copyback: 0.018000
Sum: 0.027000
It 1,Best ac:0.004898 0.733333 fi:0.366553. Ave ac:0.015454,0.018161
Initialization: 6.665000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.309000
Kernel 1: 0.025000
Kernel 2: 115.301003
Copyback: 0.018000
Sum: 0.034000
It 2,Best ac:0.013351 0.705882 fi:0.390892. Ave ac:0.016449,0.019245
Initialization: 6.542000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.895000
Kernel 1: 0.023000
Kernel 2: 110.103996
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.005785 0.742857 fi:0.356703. Ave ac:0.016426,0.017654
Initialization: 7.048000
Memcpy Classifiers: 0.458000
Memcpy Instances: 9.931000
Kernel 1: 0.022000
Kernel 2: 110.375000
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.004673 0.840000 fi:0.259970. Ave ac:0.016698,0.016929
Initialization: 6.708000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 108.223000
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.006008 0.818182 fi:0.281297. Ave ac:0.015696,0.015843
Initialization: 6.674000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.920000
Kernel 1: 0.025000
Kernel 2: 106.672997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.005340 0.774194 fi:0.325531. Ave ac:0.014146,0.013424
Initialization: 6.679000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.854000
Kernel 1: 0.025000
Kernel 2: 102.010002
Copyback: 0.018000
Sum: 0.033000
It 7,Best ac:0.005118 0.793103 fi:0.306703. Ave ac:0.013256,0.014123
Initialization: 6.751000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.852000
Kernel 1: 0.026000
Kernel 2: 101.723000
Copyback: 0.018000
Sum: 0.029000
It 8,Best ac:0.006453 0.852941 fi:0.246373. Ave ac:0.012194,0.014434
Initialization: 6.661000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.893000
Kernel 1: 0.026000
Kernel 2: 102.363998
Copyback: 0.017000
Sum: 0.027000
It 9,Best ac:0.007345 0.825000 fi:0.273985. Ave ac:0.010172,0.010033
Iteration 10:MDL fitness activated
Error 0.273985 TL 0.028451
MDL Theory Length Weight: 3.2100208013 (2)
Initialization: 6.634000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.850000
Kernel 1: 0.025000
Kernel 2: 100.013000
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006008 0.843750 fi:0.358440. Ave ac:0.011593,0.011542
Initialization: 6.598000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.051000
Kernel 1: 0.026000
Kernel 2: 101.380997
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.007567 0.809524 fi:0.378048. Ave ac:0.012162,0.011521
Initialization: 6.552000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.945000
Kernel 1: 0.024000
Kernel 2: 101.077003
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.006677 0.857143 fi:0.317842. Ave ac:0.010401,0.009206
Initialization: 6.576000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.925000
Kernel 1: 0.024000
Kernel 2: 100.599998
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.006008 0.931034 fi:0.281705. Ave ac:0.012917,0.011933
Initialization: 6.662000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.851000
Kernel 1: 0.026000
Kernel 2: 100.614998
Copyback: 0.018000
Sum: 0.033000
It 14,Best ac:0.009348 0.857143 fi:0.340249. Ave ac:0.014441,0.014272
Initialization: 6.630000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.859000
Kernel 1: 0.025000
Kernel 2: 98.392998
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.005787 0.866667 fi:0.332217. Ave ac:0.014424,0.012942
Initialization: 6.610000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.948000
Kernel 1: 0.025000
Kernel 2: 97.404999
Copyback: 0.371000
Sum: 0.032000
It 16,Best ac:0.009568 0.796296 fi:0.379481. Ave ac:0.012768,0.011578
Initialization: 6.604000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.878000
Kernel 1: 0.025000
Kernel 2: 92.802002
Copyback: 0.018000
Sum: 0.034000
It 17,Best ac:0.011126 0.819672 fi:0.328608. Ave ac:0.014695,0.013298
Initialization: 7.056000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.945000
Kernel 1: 0.024000
Kernel 2: 94.662003
Copyback: 0.018000
Sum: 0.037000
It 18,Best ac:0.008233 0.822222 fi:0.337562. Ave ac:0.013605,0.012559
Initialization: 6.616000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.956000
Kernel 1: 0.025000
Kernel 2: 91.037003
Copyback: 0.018000
Sum: 0.035000
It 19,Best ac:0.005564 0.892857 fi:0.288808. Ave ac:0.011664,0.010940
Initialization: 6.595000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.054000
Kernel 1: 0.025000
Kernel 2: 89.188004
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.004452 0.909091 fi:0.273274. Ave ac:0.010714,0.009323
Initialization: 6.720000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 85.714996
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.005563 0.961538 fi:0.208754. Ave ac:0.011069,0.010596
Initialization: 6.666000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.929000
Kernel 1: 0.025000
Kernel 2: 83.190002
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.008233 0.860465 fi:0.321779. Ave ac:0.010732,0.010930
Initialization: 6.634000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 86.789001
Copyback: 0.021000
Sum: 0.034000
It 23,Best ac:0.005563 0.925926 fi:0.261039. Ave ac:0.011647,0.011402
Initialization: 6.693000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.874000
Kernel 1: 0.024000
Kernel 2: 82.633003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.005563 0.833333 fi:0.318974. Ave ac:0.010216,0.012470
Initialization: 6.550000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.943000
Kernel 1: 0.025000
Kernel 2: 87.889000
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.004673 0.913043 fi:0.259166. Ave ac:0.015190,0.016412
Initialization: 6.594000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.241000
Kernel 1: 0.023000
Kernel 2: 85.776001
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.007790 0.853659 fi:0.299029. Ave ac:0.010534,0.010239
Initialization: 6.619000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.066000
Kernel 1: 0.027000
Kernel 2: 89.477997
Copyback: 0.018000
Sum: 0.028000
It 27,Best ac:0.006232 0.903226 fi:0.275404. Ave ac:0.012516,0.015162
Initialization: 6.415000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.054000
Kernel 1: 0.027000
Kernel 2: 87.567001
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.006454 0.935484 fi:0.212092. Ave ac:0.011073,0.011424
Initialization: 6.612000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.919000
Kernel 1: 0.025000
Kernel 2: 82.758003
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.005785 0.866667 fi:0.286629. Ave ac:0.009633,0.010337
Initialization: 6.650000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.946000
Kernel 1: 0.025000
Kernel 2: 87.696999
Copyback: 0.022000
Sum: 0.027000
It 30,Best ac:0.004673 0.875000 fi:0.285940. Ave ac:0.010169,0.010186
MDL Theory Length Weight: 2.8890187212 (10)
Initialization: 6.600000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.026000
Kernel 1: 0.026000
Kernel 2: 87.635002
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.008678 0.847826 fi:0.296968. Ave ac:0.011385,0.008777
Initialization: 6.652000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.870000
Kernel 1: 0.025000
Kernel 2: 89.051003
Copyback: 0.018000
Sum: 0.028000
It 32,Best ac:0.004897 0.916667 fi:0.249190. Ave ac:0.010108,0.008694
Initialization: 6.615000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 87.875000
Copyback: 0.018000
Sum: 0.030000
It 33,Best ac:0.004895 0.880000 fi:0.303147. Ave ac:0.008364,0.009105
Initialization: 23.466999
Memcpy Instances: 447.162994
Memcpy Classifiers: 0.064000
Kernel 1: 0.026000
Kernel 2: 470.502014
Copyback: 0.016000
Sum: 0.009000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 474.640991
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 462.722992
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 464.694000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 465.269989
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 479.769012
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 468.401001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 462.084015
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 470.200989
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 466.673004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 478.377014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 490.862000
Copyback: 0.018000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 460.664001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 151.526993
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004900 0.753593 fi:0.389729. Ave ac:0.009913,0.034456
Best acc 0.004900 0.753593
Rule:Att PSSM_-4_7 is [-6.956327,0.533524]|Att PSSM_-2_11 is [-4.567554,2.567553]|Att PSSM_-1_12 is [-5.740829,0.493560]|Att PSSM_-1_13 is [-6.753075,4.753075]|Att PSSM_0_4 is [<-2.858092]|Att PSSM_0_5 is [-0.576255,7.468688]|Att PSSM_0_12 is [<-2.752102]|Att PSSM_0_16 is [<4.717544]|Att PSSM_1_4 is [<-1.990159]|Att PSSM_1_6 is [<0.373536]|Att PSSM_1_7 is [<6.004083]|Att PSSM_1_15 is [<2.407378]|Att PSSM_3_2 is [-6.366996,2.979292]|Att PSSM_3_4 is [<1.537720]|Att PSSM_3_15 is [<7.370265]|Att PSSM_4_2 is [-6.898832,0.280306]|1
Accuracy : 0.733036
0	1	
162393	1687	
60953	9605	
Removed 1332 instances. 223346 Instances left. Acc of rule 0.004811-0.811562
Initialization: 6.632000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.858000
Kernel 1: 0.026000
Kernel 2: 109.165001
Copyback: 0.017000
Sum: 0.030000
Initial population average accuracy1:0.005904 accuracy2:0.248991
Initialization: 6.560000
Memcpy Classifiers: 0.506000
Memcpy Instances: 9.377000
Kernel 1: 0.026000
Kernel 2: 113.864998
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.004702 0.724138 fi:0.375801. Ave ac:0.012231,0.016803
Initialization: 6.671000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.837000
Kernel 1: 0.026000
Kernel 2: 117.773003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.005149 0.821429 fi:0.278344. Ave ac:0.015791,0.019358
Initialization: 7.692000
Memcpy Classifiers: 0.473000
Memcpy Instances: 9.187000
Kernel 1: 0.025000
Kernel 2: 114.035004
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.004253 0.760000 fi:0.396334. Ave ac:0.016656,0.019428
Initialization: 6.528000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.895000
Kernel 1: 0.024000
Kernel 2: 117.223999
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.005373 0.705882 fi:0.393806. Ave ac:0.016033,0.019997
Initialization: 6.653000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.923000
Kernel 1: 0.027000
Kernel 2: 117.406998
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.007388 0.717391 fi:0.381547. Ave ac:0.013097,0.014145
Initialization: 6.591000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.933000
Kernel 1: 0.026000
Kernel 2: 117.732002
Copyback: 0.018000
Sum: 0.027000
It 5,Best ac:0.004701 0.807692 fi:0.292247. Ave ac:0.013997,0.014864
Initialization: 6.587000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.919000
Kernel 1: 0.026000
Kernel 2: 117.348000
Copyback: 0.018000
Sum: 0.029000
It 6,Best ac:0.005372 0.857143 fi:0.242548. Ave ac:0.012922,0.019216
Initialization: 6.667000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.904000
Kernel 1: 0.025000
Kernel 2: 115.077003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004925 0.880000 fi:0.219856. Ave ac:0.011583,0.011258
Initialization: 6.638000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.909000
Kernel 1: 0.025000
Kernel 2: 116.063004
Copyback: 0.018000
Sum: 0.032000
It 8,Best ac:0.006716 0.833333 fi:0.265855. Ave ac:0.011444,0.012262
Initialization: 6.552000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.498000
Kernel 1: 0.024000
Kernel 2: 115.331001
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.004701 0.913043 fi:0.186896. Ave ac:0.011922,0.015780
Iteration 10:MDL fitness activated
Error 0.186896 TL 0.049548
MDL Theory Length Weight: 1.2573445017 (1)
Initialization: 6.641000
Memcpy Classifiers: 0.465000
Memcpy Instances: 8.963000
Kernel 1: 0.025000
Kernel 2: 120.084999
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.005597 0.925926 fi:0.229799. Ave ac:0.008612,0.009075
Initialization: 6.636000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.047000
Kernel 1: 0.025000
Kernel 2: 116.528000
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.007388 0.846154 fi:0.288942. Ave ac:0.009753,0.013553
Initialization: 6.732000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.389000
Kernel 1: 0.026000
Kernel 2: 112.388000
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004477 0.909091 fi:0.240668. Ave ac:0.009850,0.010167
Initialization: 6.610000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.915000
Kernel 1: 0.026000
Kernel 2: 112.210999
Copyback: 0.018000
Sum: 0.032000
It 13,Best ac:0.006494 0.878788 fi:0.259156. Ave ac:0.008946,0.011472
Initialization: 6.379000
Memcpy Classifiers: 0.443000
Memcpy Instances: 8.936000
Kernel 1: 0.026000
Kernel 2: 113.140999
Copyback: 0.018000
Sum: 0.030000
It 14,Best ac:0.005822 0.866667 fi:0.284885. Ave ac:0.009532,0.009478
Initialization: 6.661000
Memcpy Classifiers: 0.459000
Memcpy Instances: 8.934000
Kernel 1: 0.026000
Kernel 2: 116.353996
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.009178 0.911111 fi:0.224186. Ave ac:0.009094,0.009432
Initialization: 6.600000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.437000
Kernel 1: 0.025000
Kernel 2: 116.141998
Copyback: 0.018000
Sum: 0.029000
It 16,Best ac:0.004701 1.000000 fi:0.131223. Ave ac:0.008366,0.010327
Initialization: 6.433000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.986000
Kernel 1: 0.025000
Kernel 2: 116.414001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.004925 0.956522 fi:0.195364. Ave ac:0.007850,0.008219
Initialization: 7.060000
Memcpy Classifiers: 0.436000
Memcpy Instances: 9.127000
Kernel 1: 0.026000
Kernel 2: 116.962997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.004925 0.956522 fi:0.171814. Ave ac:0.009141,0.007628
Initialization: 6.830000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.855000
Kernel 1: 0.026000
Kernel 2: 114.815002
Copyback: 0.018000
Sum: 0.030000
It 19,Best ac:0.004478 0.869565 fi:0.275182. Ave ac:0.007900,0.009556
Initialization: 6.562000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.916000
Kernel 1: 0.025000
Kernel 2: 111.587997
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.006044 0.870968 fi:0.269954. Ave ac:0.010146,0.010588
Initialization: 6.626000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.835000
Kernel 1: 0.026000
Kernel 2: 111.283997
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.004701 0.875000 fi:0.271566. Ave ac:0.008668,0.010925
Initialization: 6.591000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.871000
Kernel 1: 0.025000
Kernel 2: 107.275002
Copyback: 0.371000
Sum: 0.034000
It 22,Best ac:0.004477 0.952381 fi:0.200901. Ave ac:0.008904,0.009957
Initialization: 6.779000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.884000
Kernel 1: 0.026000
Kernel 2: 106.638000
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.004701 0.875000 fi:0.268330. Ave ac:0.008285,0.007094
Initialization: 7.167000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.858000
Kernel 1: 0.026000
Kernel 2: 109.556999
Copyback: 0.018000
Sum: 0.029000
It 24,Best ac:0.005149 0.920000 fi:0.214011. Ave ac:0.007031,0.004831
Initialization: 6.614000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.876000
Kernel 1: 0.025000
Kernel 2: 108.310997
Copyback: 0.018000
Sum: 0.030000
It 25,Best ac:0.007388 0.916667 fi:0.229495. Ave ac:0.008595,0.008642
MDL Theory Length Weight: 1.1316100515 (10)
Initialization: 7.056000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.909000
Kernel 1: 0.025000
Kernel 2: 108.987000
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.005374 0.960000 fi:0.177579. Ave ac:0.007668,0.005592
Initialization: 6.624000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.884000
Kernel 1: 0.026000
Kernel 2: 110.916000
Copyback: 0.018000
Sum: 0.029000
It 27,Best ac:0.004701 0.913043 fi:0.205086. Ave ac:0.006717,0.005216
Initialization: 7.028000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.916000
Kernel 1: 0.024000
Kernel 2: 106.343002
Copyback: 0.018000
Sum: 0.027000
It 28,Best ac:0.004702 0.807692 fi:0.319501. Ave ac:0.005809,0.004480
Initialization: 6.579000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.978000
Kernel 1: 0.024000
Kernel 2: 100.639999
Copyback: 0.017000
Sum: 0.038000
It 29,Best ac:0.005597 0.961538 fi:0.159116. Ave ac:0.008809,0.008194
Initialization: 6.680000
Memcpy Classifiers: 0.417000
Memcpy Instances: 9.357000
Kernel 1: 0.026000
Kernel 2: 98.948997
Copyback: 0.018000
Sum: 0.039000
It 30,Best ac:0.004925 0.916667 fi:0.215474. Ave ac:0.008386,0.006302
Initialization: 6.838000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.931000
Kernel 1: 0.025000
Kernel 2: 101.945000
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.004701 0.913043 fi:0.208438. Ave ac:0.006938,0.004761
Initialization: 6.682000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.855000
Kernel 1: 0.027000
Kernel 2: 100.959999
Copyback: 0.018000
Sum: 0.030000
It 32,Best ac:0.006044 0.900000 fi:0.220069. Ave ac:0.006961,0.006596
Initialization: 6.547000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.884000
Kernel 1: 0.026000
Kernel 2: 100.921997
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.004925 0.956522 fi:0.183663. Ave ac:0.006184,0.005148
Initialization: 23.738001
Memcpy Instances: 443.839996
Memcpy Classifiers: 0.070000
Kernel 1: 0.027000
Kernel 2: 502.773010
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 553.174011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 545.460999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 528.276001
Copyback: 0.017000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.017000
Kernel 2: 535.294983
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 544.690979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 537.377991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 525.296997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 509.519989
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 518.020996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 510.122986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 535.135986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 533.578979
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 160.391998
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004979 0.785866 fi:0.354299. Ave ac:0.008916,0.031404
Best acc 0.004979 0.785866
Initialization: 6.734000
Memcpy Classifiers: 0.559000
Memcpy Instances: 9.056000
Kernel 1: 0.023000
Kernel 2: 111.050003
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.005422 accuracy2:0.270779
Initialization: 7.091000
Memcpy Classifiers: 0.544000
Memcpy Instances: 9.205000
Kernel 1: 0.024000
Kernel 2: 116.205002
Copyback: 0.017000
Sum: 0.057000
It 0,Best ac:0.004477 0.645161 fi:0.466770. Ave ac:0.010254,0.013950
Initialization: 6.796000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.845000
Kernel 1: 0.026000
Kernel 2: 117.292000
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.009402 0.583333 fi:0.514854. Ave ac:0.013157,0.017830
Initialization: 7.164000
Memcpy Classifiers: 0.446000
Memcpy Instances: 8.850000
Kernel 1: 0.025000
Kernel 2: 118.350998
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.004925 0.628571 fi:0.471284. Ave ac:0.013296,0.015050
Initialization: 6.600000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.937000
Kernel 1: 0.026000
Kernel 2: 117.061996
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.009402 0.688525 fi:0.409663. Ave ac:0.011724,0.011700
Initialization: 7.111000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.881000
Kernel 1: 0.024000
Kernel 2: 115.054001
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.007611 0.693878 fi:0.404977. Ave ac:0.012787,0.013769
Initialization: 6.574000
Memcpy Classifiers: 0.440000
Memcpy Instances: 9.015000
Kernel 1: 0.025000
Kernel 2: 115.709999
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.004253 0.863636 fi:0.292698. Ave ac:0.012324,0.012207
Initialization: 6.544000
Memcpy Classifiers: 0.400000
Memcpy Instances: 9.436000
Kernel 1: 0.024000
Kernel 2: 115.292000
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.006492 0.783784 fi:0.315488. Ave ac:0.010882,0.009908
Initialization: 6.541000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.852000
Kernel 1: 0.027000
Kernel 2: 116.674004
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.006716 0.833333 fi:0.265855. Ave ac:0.010089,0.008896
Initialization: 6.593000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.215000
Kernel 1: 0.024000
Kernel 2: 114.519997
Copyback: 0.019000
Sum: 0.032000
It 8,Best ac:0.005374 0.827586 fi:0.272103. Ave ac:0.008878,0.009334
Initialization: 6.524000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.063000
Kernel 1: 0.025000
Kernel 2: 115.985001
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.009402 0.750000 fi:0.348187. Ave ac:0.007687,0.007073
Iteration 10:MDL fitness activated
Error 0.348187 TL 0.034343
MDL Theory Length Weight: 3.3795403124 (3)
Initialization: 6.561000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.366000
Kernel 1: 0.024000
Kernel 2: 114.290001
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004477 0.952381 fi:0.271990. Ave ac:0.008116,0.006492
Initialization: 6.625000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.841000
Kernel 1: 0.027000
Kernel 2: 110.795998
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.004252 0.904762 fi:0.362156. Ave ac:0.009032,0.006944
Initialization: 6.624000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.859000
Kernel 1: 0.026000
Kernel 2: 110.223000
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.005820 0.838710 fi:0.339969. Ave ac:0.007752,0.006660
Initialization: 6.572000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.882000
Kernel 1: 0.027000
Kernel 2: 110.792000
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.004701 0.840000 fi:0.348141. Ave ac:0.007923,0.007445
Initialization: 6.576000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.899000
Kernel 1: 0.024000
Kernel 2: 106.836998
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.004477 0.952381 fi:0.250088. Ave ac:0.009366,0.009563
Initialization: 6.555000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.839000
Kernel 1: 0.025000
Kernel 2: 108.598999
Copyback: 0.018000
Sum: 0.034000
It 15,Best ac:0.004925 0.814815 fi:0.341498. Ave ac:0.008920,0.009182
Initialization: 6.869000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.923000
Kernel 1: 0.025000
Kernel 2: 104.032997
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.005373 0.888889 fi:0.291535. Ave ac:0.009090,0.010981
Initialization: 6.758000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.849000
Kernel 1: 0.026000
Kernel 2: 100.558998
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.004701 0.913043 fi:0.241067. Ave ac:0.009496,0.010186
Initialization: 6.558000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.854000
Kernel 1: 0.025000
Kernel 2: 98.742996
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.004701 0.807692 fi:0.362837. Ave ac:0.008973,0.013372
Initialization: 6.568000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.395000
Kernel 1: 0.024000
Kernel 2: 97.468002
Copyback: 0.018000
Sum: 0.033000
It 19,Best ac:0.005597 0.961538 fi:0.235915. Ave ac:0.008401,0.010169
Initialization: 6.598000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.871000
Kernel 1: 0.023000
Kernel 2: 97.174004
Copyback: 0.017000
Sum: 0.037000
It 20,Best ac:0.004925 0.916667 fi:0.248467. Ave ac:0.010970,0.018000
Initialization: 6.762000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.924000
Kernel 1: 0.026000
Kernel 2: 99.432999
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.005820 0.928571 fi:0.233154. Ave ac:0.009335,0.009987
Initialization: 6.508000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.394000
Kernel 1: 0.025000
Kernel 2: 94.475998
Copyback: 0.018000
Sum: 0.036000
It 22,Best ac:0.005149 0.958333 fi:0.203642. Ave ac:0.009656,0.013514
Initialization: 6.575000
Memcpy Classifiers: 0.340000
Memcpy Instances: 10.577000
Kernel 1: 0.025000
Kernel 2: 90.446999
Copyback: 0.017000
Sum: 0.039000
It 23,Best ac:0.004925 0.880000 fi:0.281488. Ave ac:0.009020,0.008129
Initialization: 6.588000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.902000
Kernel 1: 0.025000
Kernel 2: 88.685997
Copyback: 0.018000
Sum: 0.034000
It 24,Best ac:0.006940 0.911765 fi:0.254252. Ave ac:0.010330,0.011090
Initialization: 6.542000
Memcpy Classifiers: 0.265000
Memcpy Instances: 9.078000
Kernel 1: 0.042000
Kernel 2: 90.007004
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.004477 0.869565 fi:0.296108. Ave ac:0.010333,0.010816
Initialization: 6.690000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.972000
Kernel 1: 0.024000
Kernel 2: 88.973000
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.007388 0.942857 fi:0.216162. Ave ac:0.010961,0.010163
Initialization: 6.512000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.084000
Kernel 1: 0.027000
Kernel 2: 90.286003
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.004926 0.880000 fi:0.279049. Ave ac:0.010096,0.014226
Initialization: 6.608000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.109000
Kernel 1: 0.025000
Kernel 2: 90.221001
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.007164 0.888889 fi:0.268834. Ave ac:0.009469,0.010234
Initialization: 6.615000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.840000
Kernel 1: 0.026000
Kernel 2: 90.565002
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.004701 0.913043 fi:0.237103. Ave ac:0.013061,0.016099
Initialization: 6.554000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.834000
Kernel 1: 0.026000
Kernel 2: 88.799004
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.005373 0.923077 fi:0.243848. Ave ac:0.008589,0.009271
Initialization: 6.603000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.321000
Kernel 1: 0.026000
Kernel 2: 87.816002
Copyback: 0.016000
Sum: 0.030000
It 31,Best ac:0.006940 0.861111 fi:0.290676. Ave ac:0.008675,0.009475
MDL Theory Length Weight: 3.0415862812 (10)
Initialization: 6.654000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.344000
Kernel 1: 0.023000
Kernel 2: 86.250999
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.004701 0.913043 fi:0.235233. Ave ac:0.008663,0.009602
Initialization: 6.619000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.836000
Kernel 1: 0.025000
Kernel 2: 87.505997
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.004925 0.916667 fi:0.225249. Ave ac:0.007602,0.011704
Initialization: 23.407000
Memcpy Instances: 442.367004
Memcpy Classifiers: 0.060000
Kernel 1: 0.027000
Kernel 2: 464.022003
Copyback: 0.016000
Sum: 0.010000
Memcpy Classifiers: 0.054000
Kernel 1: 0.016000
Kernel 2: 474.342987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 473.195007
Copyback: 0.046000
Sum: 0.000000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 472.312012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 459.832001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 466.713013
Copyback: 0.015000
Sum: 0.000000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 474.056000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 458.752014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 464.162994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 474.378998
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 480.204987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 457.324005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.012000
Kernel 2: 458.229004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.046000
Kernel 1: 0.012000
Kernel 2: 153.307999
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.005015 0.766074 fi:0.381163. Ave ac:0.011119,0.040289
Best acc 0.005015 0.766074
Rule:Att PSSM_-4_19 is [<3.137345]|Att PSSM_-3_4 is [-7.977439,-0.022561]|Att PSSM_-3_7 is [<3.130180]|Att PSSM_-1_16 is [<5.437704]|Att PSSM_0_10 is [>0.034883]|Att PSSM_0_12 is [<-4.373544]|Att PSSM_0_13 is [0.181680,10.399269]|Att PSSM_0_14 is [<7.116556]|Att PSSM_0_18 is [<9.366520]|Att PSSM_1_12 is [-6.095246,6.195088]|Att PSSM_1_15 is [-5.746477,0.967341]|Att PSSM_3_12 is [<2.584967]|Att PSSM_4_2 is [-6.458924,2.458924]|Att PSSM_4_3 is [<1.188187]|Att PSSM_4_7 is [-6.372828,-0.219028]|Att PSSM_4_9 is [<3.059496]|1
Accuracy : 0.736483
0	1	
162090	1990	
59841	10717	
Removed 1415 instances. 221931 Instances left. Acc of rule 0.004979-0.785866
Initialization: 6.613000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.837000
Kernel 1: 0.025000
Kernel 2: 108.987000
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.006892 accuracy2:0.264134
Initialization: 7.060000
Memcpy Classifiers: 0.508000
Memcpy Instances: 8.890000
Kernel 1: 0.034000
Kernel 2: 115.995003
Copyback: 0.019000
Sum: 0.036000
It 0,Best ac:0.007885 0.530303 fi:0.568414. Ave ac:0.012328,0.015295
Initialization: 7.489000
Memcpy Classifiers: 0.455000
Memcpy Instances: 8.852000
Kernel 1: 0.023000
Kernel 2: 115.557999
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.005632 0.675676 fi:0.423891. Ave ac:0.015395,0.019976
Initialization: 6.611000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.921000
Kernel 1: 0.024000
Kernel 2: 112.596001
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.005634 0.694444 fi:0.405121. Ave ac:0.014275,0.015940
Initialization: 6.475000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.893000
Kernel 1: 0.025000
Kernel 2: 111.182999
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.009011 0.740741 fi:0.357552. Ave ac:0.012141,0.013577
Initialization: 6.569000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.840000
Kernel 1: 0.023000
Kernel 2: 108.614998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.006758 0.750000 fi:0.349142. Ave ac:0.012232,0.014903
Initialization: 6.535000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 108.272003
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.004506 0.740741 fi:0.359251. Ave ac:0.010704,0.011381
Initialization: 6.729000
Memcpy Classifiers: 0.401000
Memcpy Instances: 9.113000
Kernel 1: 0.025000
Kernel 2: 107.225998
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.004957 0.758621 fi:0.341200. Ave ac:0.011459,0.013429
Initialization: 7.025000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.892000
Kernel 1: 0.023000
Kernel 2: 107.705002
Copyback: 0.019000
Sum: 0.031000
It 7,Best ac:0.006082 0.750000 fi:0.349397. Ave ac:0.012266,0.012562
Initialization: 6.562000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.031000
Kernel 1: 0.025000
Kernel 2: 105.251999
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.005407 0.888889 fi:0.210763. Ave ac:0.010837,0.011886
Initialization: 6.726000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 101.022003
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.007885 0.760870 fi:0.337848. Ave ac:0.009851,0.014032
Iteration 10:MDL fitness activated
Error 0.337848 TL 0.030964
MDL Theory Length Weight: 3.6369969281 (2)
Initialization: 6.616000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 99.683998
Copyback: 0.018000
Sum: 0.031000
It 10,Best ac:0.004508 0.833333 fi:0.365288. Ave ac:0.010245,0.011140
Initialization: 6.763000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.837000
Kernel 1: 0.025000
Kernel 2: 100.501999
Copyback: 0.018000
Sum: 0.032000
It 11,Best ac:0.008337 0.880952 fi:0.305653. Ave ac:0.012955,0.017531
Initialization: 6.600000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.832000
Kernel 1: 0.026000
Kernel 2: 98.943001
Copyback: 0.018000
Sum: 0.033000
It 12,Best ac:0.007210 0.914286 fi:0.316007. Ave ac:0.011156,0.015192
Initialization: 6.658000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.304000
Kernel 1: 0.023000
Kernel 2: 100.612999
Copyback: 0.020000
Sum: 0.032000
It 13,Best ac:0.004506 0.833333 fi:0.354774. Ave ac:0.013164,0.017856
Initialization: 6.628000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 99.306000
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.006758 0.882353 fi:0.310065. Ave ac:0.011567,0.017692
Initialization: 6.617000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.568000
Kernel 1: 0.025000
Kernel 2: 95.779999
Copyback: 0.025000
Sum: 0.032000
It 15,Best ac:0.006309 0.823529 fi:0.320464. Ave ac:0.015284,0.022890
Initialization: 6.696000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.854000
Kernel 1: 0.022000
Kernel 2: 92.221001
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.008564 0.844444 fi:0.347291. Ave ac:0.015098,0.025197
Initialization: 6.807000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.896000
Kernel 1: 0.024000
Kernel 2: 90.195000
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.005632 0.892857 fi:0.295209. Ave ac:0.015351,0.023263
Initialization: 6.576000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 88.125000
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.004506 0.869565 fi:0.299497. Ave ac:0.015901,0.021568
Initialization: 6.615000
Memcpy Classifiers: 0.344000
Memcpy Instances: 8.868000
Kernel 1: 0.023000
Kernel 2: 85.294998
Copyback: 0.018000
Sum: 0.028000
It 19,Best ac:0.008114 0.837209 fi:0.327066. Ave ac:0.012605,0.015233
Initialization: 6.640000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 85.218002
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.006082 0.843750 fi:0.360041. Ave ac:0.013502,0.018848
Initialization: 7.124000
Memcpy Classifiers: 0.371000
Memcpy Instances: 8.855000
Kernel 1: 0.025000
Kernel 2: 86.167999
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.005857 0.787879 fi:0.397983. Ave ac:0.011494,0.013541
Initialization: 6.570000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 85.778000
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.005407 0.888889 fi:0.295803. Ave ac:0.013291,0.015272
Initialization: 6.560000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.320000
Kernel 1: 0.024000
Kernel 2: 84.888000
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.007885 0.853659 fi:0.309834. Ave ac:0.013321,0.019825
Initialization: 6.507000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.896000
Kernel 1: 0.025000
Kernel 2: 83.708000
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.006760 0.857143 fi:0.328073. Ave ac:0.012581,0.017939
Initialization: 6.581000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.897000
Kernel 1: 0.023000
Kernel 2: 86.204002
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.005632 0.892857 fi:0.265092. Ave ac:0.011654,0.015967
Initialization: 6.518000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.931000
Kernel 1: 0.026000
Kernel 2: 85.307999
Copyback: 0.018000
Sum: 0.026000
It 26,Best ac:0.005632 0.862069 fi:0.275285. Ave ac:0.009344,0.013734
Initialization: 6.568000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 85.445999
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.005407 0.960000 fi:0.227480. Ave ac:0.012448,0.017027
Initialization: 7.027000
Memcpy Classifiers: 0.341000
Memcpy Instances: 10.668000
Kernel 1: 0.024000
Kernel 2: 82.722000
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.004957 0.916667 fi:0.246524. Ave ac:0.009582,0.009925
Initialization: 7.044000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.117000
Kernel 1: 0.024000
Kernel 2: 86.643997
Copyback: 0.371000
Sum: 0.029000
It 29,Best ac:0.006984 0.861111 fi:0.274908. Ave ac:0.009623,0.011372
Initialization: 6.706000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.837000
Kernel 1: 0.024000
Kernel 2: 85.533997
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.005408 0.800000 fi:0.374472. Ave ac:0.009319,0.016011
Initialization: 6.622000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.829000
Kernel 1: 0.025000
Kernel 2: 84.091003
Copyback: 0.018000
Sum: 0.027000
It 31,Best ac:0.005632 0.862069 fi:0.306230. Ave ac:0.011792,0.018545
Initialization: 7.057000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.186000
Kernel 1: 0.024000
Kernel 2: 84.722000
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.007209 0.842105 fi:0.323908. Ave ac:0.009809,0.011450
Initialization: 6.576000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.925000
Kernel 1: 0.022000
Kernel 2: 81.753998
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.005857 0.928571 fi:0.250711. Ave ac:0.011507,0.018255
Initialization: 23.731001
Memcpy Instances: 438.658997
Memcpy Classifiers: 0.052000
Kernel 1: 0.030000
Kernel 2: 434.143005
Copyback: 0.014000
Sum: 0.009000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 442.989990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 455.061005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 437.842010
Copyback: 0.014000
Sum: 0.000000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 458.795990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 438.477997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 445.350006
Copyback: 0.016000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.015000
Kernel 2: 443.436005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 452.165009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 446.377014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 455.122986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 446.428009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 388.122986
Copyback: 0.367000
Sum: 0.001000
It 34,Best ac:0.004794 0.748242 fi:0.431441. Ave ac:0.008754,0.030731
Best acc 0.004794 0.748242
Initialization: 6.476000
Memcpy Classifiers: 0.559000
Memcpy Instances: 9.393000
Kernel 1: 0.025000
Kernel 2: 109.207001
Copyback: 0.017000
Sum: 0.032000
Initial population average accuracy1:0.005896 accuracy2:0.253894
Initialization: 6.543000
Memcpy Classifiers: 0.515000
Memcpy Instances: 8.864000
Kernel 1: 0.025000
Kernel 2: 115.549004
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.013967 0.579439 fi:0.516984. Ave ac:0.010852,0.014068
Initialization: 7.023000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 119.068001
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.005408 0.727273 fi:0.372377. Ave ac:0.013925,0.015512
Initialization: 6.418000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.863000
Kernel 1: 0.026000
Kernel 2: 117.887001
Copyback: 0.018000
Sum: 0.029000
It 2,Best ac:0.004506 0.740741 fi:0.359251. Ave ac:0.014735,0.018306
Initialization: 6.471000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.012000
Kernel 1: 0.024000
Kernel 2: 115.681999
Copyback: 0.017000
Sum: 0.025000
It 3,Best ac:0.005184 0.766667 fi:0.333069. Ave ac:0.012284,0.015920
Initialization: 6.537000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.825000
Kernel 1: 0.028000
Kernel 2: 116.365997
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.009687 0.754386 fi:0.343652. Ave ac:0.009494,0.010994
Initialization: 7.052000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.918000
Kernel 1: 0.025000
Kernel 2: 113.150002
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.006534 0.828571 fi:0.270656. Ave ac:0.012559,0.013408
Initialization: 6.550000
Memcpy Classifiers: 0.453000
Memcpy Instances: 9.034000
Kernel 1: 0.025000
Kernel 2: 113.130997
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.004055 0.900000 fi:0.286048. Ave ac:0.011626,0.011677
Initialization: 6.423000
Memcpy Classifiers: 0.449000
Memcpy Instances: 9.570000
Kernel 1: 0.025000
Kernel 2: 112.753998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004507 0.833333 fi:0.266658. Ave ac:0.012566,0.013194
Initialization: 6.540000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.850000
Kernel 1: 0.025000
Kernel 2: 109.370003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.004055 0.900000 fi:0.286048. Ave ac:0.010619,0.011523
Initialization: 6.535000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.857000
Kernel 1: 0.029000
Kernel 2: 110.983002
Copyback: 0.018000
Sum: 0.030000
It 9,Best ac:0.005407 0.857143 fi:0.242509. Ave ac:0.011290,0.011396
Iteration 10:MDL fitness activated
Error 0.242509 TL 0.046085
MDL Theory Length Weight: 1.7540800253 (1)
Initialization: 6.519000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.943000
Kernel 1: 0.026000
Kernel 2: 110.217003
Copyback: 0.018000
Sum: 0.028000
It 10,Best ac:0.004731 0.913043 fi:0.233601. Ave ac:0.011945,0.012311
Initialization: 6.634000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.984000
Kernel 1: 0.024000
Kernel 2: 110.238998
Copyback: 0.020000
Sum: 0.029000
It 11,Best ac:0.004731 0.913043 fi:0.237278. Ave ac:0.009572,0.010127
Initialization: 6.483000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.566000
Kernel 1: 0.026000
Kernel 2: 112.775002
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.007886 0.875000 fi:0.272996. Ave ac:0.011224,0.010763
Initialization: 6.558000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.026000
Kernel 1: 0.023000
Kernel 2: 112.092003
Copyback: 0.017000
Sum: 0.043000
It 13,Best ac:0.004055 1.000000 fi:0.232785. Ave ac:0.011277,0.010595
Initialization: 6.767000
Memcpy Classifiers: 0.403000
Memcpy Instances: 8.939000
Kernel 1: 0.024000
Kernel 2: 112.051003
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.004506 0.909091 fi:0.258424. Ave ac:0.011091,0.008618
Initialization: 6.608000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.830000
Kernel 1: 0.025000
Kernel 2: 108.513000
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.006984 0.837838 fi:0.315792. Ave ac:0.009165,0.007610
Initialization: 6.661000
Memcpy Classifiers: 0.364000
Memcpy Instances: 9.942000
Kernel 1: 0.023000
Kernel 2: 106.952003
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.004731 0.875000 fi:0.268076. Ave ac:0.009526,0.008298
Initialization: 6.597000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 106.388000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.007885 0.795455 fi:0.341085. Ave ac:0.010077,0.009490
Initialization: 6.667000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.923000
Kernel 1: 0.024000
Kernel 2: 104.139000
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.005857 0.866667 fi:0.281949. Ave ac:0.010890,0.010188
Initialization: 7.080000
Memcpy Classifiers: 0.365000
Memcpy Instances: 9.247000
Kernel 1: 0.023000
Kernel 2: 105.526001
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.006760 0.833333 fi:0.320323. Ave ac:0.010410,0.009557
Initialization: 6.557000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.902000
Kernel 1: 0.023000
Kernel 2: 113.596001
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.007659 0.850000 fi:0.295105. Ave ac:0.009731,0.007782
Initialization: 6.646000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.287000
Kernel 1: 0.021000
Kernel 2: 111.188004
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.004731 0.875000 fi:0.277235. Ave ac:0.008082,0.008431
Initialization: 6.594000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.848000
Kernel 1: 0.023000
Kernel 2: 107.328003
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.005632 0.892857 fi:0.254987. Ave ac:0.008192,0.006501
MDL Theory Length Weight: 1.5786720227 (10)
Initialization: 6.537000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.879000
Kernel 1: 0.024000
Kernel 2: 104.450996
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.005632 0.862069 fi:0.286544. Ave ac:0.008280,0.008436
Initialization: 6.555000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.836000
Kernel 1: 0.024000
Kernel 2: 104.497002
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.004731 0.840000 fi:0.301559. Ave ac:0.008247,0.008378
Initialization: 6.367000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.908000
Kernel 1: 0.024000
Kernel 2: 106.445999
Copyback: 0.018000
Sum: 0.035000
It 25,Best ac:0.006985 0.861111 fi:0.280842. Ave ac:0.008866,0.007187
Initialization: 6.491000
Memcpy Classifiers: 0.339000
Memcpy Instances: 9.379000
Kernel 1: 0.023000
Kernel 2: 100.091003
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.005633 0.892857 fi:0.249532. Ave ac:0.008600,0.009095
Initialization: 7.123000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.887000
Kernel 1: 0.023000
Kernel 2: 103.343002
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.006084 0.794118 fi:0.351917. Ave ac:0.007015,0.005519
Initialization: 6.490000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.045000
Kernel 1: 0.024000
Kernel 2: 101.009003
Copyback: 0.018000
Sum: 0.032000
It 28,Best ac:0.005407 0.857143 fi:0.286858. Ave ac:0.008364,0.007281
Initialization: 6.641000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.866000
Kernel 1: 0.024000
Kernel 2: 104.549004
Copyback: 0.016000
Sum: 0.037000
It 29,Best ac:0.006984 0.911765 fi:0.227840. Ave ac:0.008979,0.006950
Initialization: 6.599000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 104.559998
Copyback: 0.016000
Sum: 0.037000
It 30,Best ac:0.007434 0.868421 fi:0.277823. Ave ac:0.007433,0.007059
Initialization: 7.483000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.205000
Kernel 1: 0.023000
Kernel 2: 99.759003
Copyback: 0.017000
Sum: 0.032000
It 31,Best ac:0.004956 0.880000 fi:0.272381. Ave ac:0.008853,0.008825
Initialization: 6.666000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.824000
Kernel 1: 0.024000
Kernel 2: 99.226997
Copyback: 0.018000
Sum: 0.031000
It 32,Best ac:0.004731 1.000000 fi:0.141559. Ave ac:0.008146,0.010659
Initialization: 6.557000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 96.842003
Copyback: 0.017000
Sum: 0.040000
It 33,Best ac:0.005858 0.896552 fi:0.245060. Ave ac:0.007762,0.006431
Initialization: 23.745001
Memcpy Instances: 438.270996
Memcpy Classifiers: 0.063000
Kernel 1: 0.027000
Kernel 2: 511.970001
Copyback: 0.370000
Sum: 0.015000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 522.422974
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 542.997986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.012000
Kernel 2: 508.424988
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 507.851990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.012000
Kernel 2: 499.394989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 517.961975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 511.140015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 513.698975
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 516.536011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 551.895996
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 514.119995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.012000
Kernel 2: 455.054993
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004632 0.749271 fi:0.397768. Ave ac:0.007313,0.024919
Best acc 0.004632 0.749271
Rule:Att PSSM_-4_6 is [-6.578427,2.578427]|Att PSSM_-3_6 is [<3.283806]|Att PSSM_0_2 is [-6.596442,-4.884029]|Att PSSM_0_4 is [-7.279583,-4.907877]|Att PSSM_0_15 is [<4.490273]|Att PSSM_1_3 is [-6.049762,-1.950238]|Att PSSM_3_12 is [-5.207842,-1.949602]|Att PSSM_4_7 is [-5.456444,-0.543556]|Att PSSM_4_17 is [<2.871838]|1
Accuracy : 0.739399
0	1	
161746	2334	
58813	11745	
Removed 1372 instances. 220559 Instances left. Acc of rule 0.004632-0.749271
Initialization: 6.657000
Memcpy Classifiers: 0.596000
Memcpy Instances: 9.003000
Kernel 1: 0.025000
Kernel 2: 108.805000
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.006262 accuracy2:0.251402
Initialization: 6.476000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.917000
Kernel 1: 0.024000
Kernel 2: 118.068001
Copyback: 0.017000
Sum: 0.055000
It 0,Best ac:0.003174 0.875000 fi:0.480621. Ave ac:0.011859,0.015519
Initialization: 6.651000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.938000
Kernel 1: 0.024000
Kernel 2: 114.398003
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.004534 0.666667 fi:0.433295. Ave ac:0.016045,0.020123
Initialization: 6.691000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 116.290001
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.007253 0.711111 fi:0.387815. Ave ac:0.014068,0.015918
Initialization: 6.545000
Memcpy Classifiers: 0.508000
Memcpy Instances: 8.823000
Kernel 1: 0.024000
Kernel 2: 114.489998
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.006348 0.651163 fi:0.448107. Ave ac:0.012272,0.013417
Initialization: 6.454000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.418000
Kernel 1: 0.022000
Kernel 2: 114.891998
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.006574 0.763158 fi:0.336025. Ave ac:0.011811,0.013376
Initialization: 6.487000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.889000
Kernel 1: 0.024000
Kernel 2: 115.021004
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.005894 0.764706 fi:0.334737. Ave ac:0.012845,0.013356
Initialization: 6.548000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 110.407997
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.006574 0.783784 fi:0.315399. Ave ac:0.010267,0.010514
Initialization: 6.509000
Memcpy Classifiers: 0.422000
Memcpy Instances: 8.870000
Kernel 1: 0.025000
Kernel 2: 106.668999
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.004986 0.916667 fi:0.183123. Ave ac:0.009265,0.008491
Initialization: 6.553000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.908000
Kernel 1: 0.024000
Kernel 2: 106.304001
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004534 0.833333 fi:0.266628. Ave ac:0.011025,0.009885
Initialization: 6.458000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.988000
Kernel 1: 0.023000
Kernel 2: 104.960999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004762 0.807692 fi:0.292183. Ave ac:0.009208,0.008995
Iteration 10:MDL fitness activated
Error 0.292183 TL 0.037622
MDL Theory Length Weight: 2.5887330627 (3)
Initialization: 6.542000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.829000
Kernel 1: 0.024000
Kernel 2: 101.612000
Copyback: 0.017000
Sum: 0.043000
It 10,Best ac:0.009748 0.877551 fi:0.272984. Ave ac:0.010248,0.009527
Initialization: 6.471000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.858000
Kernel 1: 0.024000
Kernel 2: 98.705002
Copyback: 0.017000
Sum: 0.040000
It 11,Best ac:0.004534 0.869565 fi:0.322924. Ave ac:0.010204,0.009735
Initialization: 6.459000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 98.112000
Copyback: 0.017000
Sum: 0.038000
It 12,Best ac:0.006346 0.933333 fi:0.239665. Ave ac:0.010311,0.008799
Initialization: 6.625000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.919000
Kernel 1: 0.023000
Kernel 2: 99.228996
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.007028 0.911765 fi:0.254564. Ave ac:0.010171,0.007817
Initialization: 6.556000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.860000
Kernel 1: 0.023000
Kernel 2: 97.233002
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.005441 0.923077 fi:0.266618. Ave ac:0.008872,0.006914
Initialization: 6.741000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.856000
Kernel 1: 0.023000
Kernel 2: 93.055000
Copyback: 0.017000
Sum: 0.040000
It 15,Best ac:0.007026 0.861111 fi:0.290554. Ave ac:0.005748,0.005227
Initialization: 6.544000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.881000
Kernel 1: 0.024000
Kernel 2: 95.600998
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004762 0.840000 fi:0.338386. Ave ac:0.006431,0.005342
Initialization: 6.551000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.826000
Kernel 1: 0.023000
Kernel 2: 94.362999
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.004534 0.869565 fi:0.305018. Ave ac:0.007655,0.006191
Initialization: 6.508000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.831000
Kernel 1: 0.024000
Kernel 2: 91.050003
Copyback: 0.017000
Sum: 0.038000
It 18,Best ac:0.004761 0.807692 fi:0.349316. Ave ac:0.007982,0.008290
Initialization: 6.586000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 92.444000
Copyback: 0.016000
Sum: 0.038000
It 19,Best ac:0.008386 0.840909 fi:0.309076. Ave ac:0.008786,0.007067
Initialization: 6.465000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 90.762001
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.007028 0.815789 fi:0.334712. Ave ac:0.009493,0.008507
Initialization: 6.517000
Memcpy Classifiers: 0.358000
Memcpy Instances: 8.822000
Kernel 1: 0.023000
Kernel 2: 89.109001
Copyback: 0.017000
Sum: 0.038000
It 21,Best ac:0.005894 0.838710 fi:0.335294. Ave ac:0.011414,0.012284
MDL Theory Length Weight: 2.3298597564 (10)
Initialization: 6.582000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.828000
Kernel 1: 0.024000
Kernel 2: 87.421997
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.004986 0.846154 fi:0.301870. Ave ac:0.012245,0.013798
Initialization: 6.512000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.881000
Kernel 1: 0.022000
Kernel 2: 86.986000
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.004988 0.880000 fi:0.297253. Ave ac:0.010796,0.010886
Initialization: 6.579000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.046000
Kernel 1: 0.023000
Kernel 2: 88.094002
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.004533 0.869565 fi:0.302210. Ave ac:0.011174,0.011036
Initialization: 6.669000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.203000
Kernel 1: 0.023000
Kernel 2: 87.949997
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.004082 0.947368 fi:0.283621. Ave ac:0.010197,0.013116
Initialization: 6.529000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.952000
Kernel 1: 0.023000
Kernel 2: 89.966003
Copyback: 0.016000
Sum: 0.035000
It 26,Best ac:0.005215 0.884615 fi:0.275907. Ave ac:0.007812,0.007767
Initialization: 6.512000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.134000
Kernel 1: 0.024000
Kernel 2: 88.843002
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.004988 0.880000 fi:0.273191. Ave ac:0.010193,0.014510
Initialization: 6.606000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 90.182999
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.005214 0.920000 fi:0.242984. Ave ac:0.010412,0.009199
Initialization: 6.511000
Memcpy Classifiers: 0.359000
Memcpy Instances: 8.885000
Kernel 1: 0.024000
Kernel 2: 90.563004
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.005668 0.862069 fi:0.298047. Ave ac:0.008953,0.009193
Initialization: 6.464000
Memcpy Classifiers: 0.314000
Memcpy Instances: 8.828000
Kernel 1: 0.023000
Kernel 2: 88.712997
Copyback: 0.019000
Sum: 0.030000
It 30,Best ac:0.004307 0.904762 fi:0.285520. Ave ac:0.009259,0.009435
Initialization: 6.535000
Memcpy Classifiers: 0.346000
Memcpy Instances: 8.846000
Kernel 1: 0.024000
Kernel 2: 90.627998
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.005666 0.892857 fi:0.261161. Ave ac:0.008101,0.008661
Initialization: 6.554000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.853000
Kernel 1: 0.024000
Kernel 2: 90.248001
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.005441 0.923077 fi:0.234759. Ave ac:0.008581,0.007041
Initialization: 6.520000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.832000
Kernel 1: 0.025000
Kernel 2: 90.852997
Copyback: 0.017000
Sum: 0.034000
It 33,Best ac:0.004534 0.909091 fi:0.242249. Ave ac:0.007536,0.005553
Initialization: 24.483000
Memcpy Instances: 436.027008
Memcpy Classifiers: 0.064000
Kernel 1: 0.027000
Kernel 2: 483.667999
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 481.772003
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 478.028015
Copyback: 0.022000
Sum: 0.005000
Memcpy Classifiers: 0.064000
Kernel 1: 0.022000
Kernel 2: 488.169006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 492.317993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 477.394012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 486.951996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 499.220001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 489.268005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 475.213013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 475.342010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 488.479004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 233.942001
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004552 0.759455 fi:0.412312. Ave ac:0.007545,0.025578
Best acc 0.004552 0.759455
Initialization: 6.645000
Memcpy Classifiers: 0.560000
Memcpy Instances: 8.825000
Kernel 1: 0.027000
Kernel 2: 108.931999
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005818 accuracy2:0.255821
Initialization: 6.487000
Memcpy Classifiers: 0.469000
Memcpy Instances: 10.212000
Kernel 1: 0.023000
Kernel 2: 112.945000
Copyback: 0.017000
Sum: 0.054000
It 0,Best ac:0.006801 0.638298 fi:0.460799. Ave ac:0.012433,0.018105
Initialization: 6.668000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.871000
Kernel 1: 0.024000
Kernel 2: 114.278000
Copyback: 0.371000
Sum: 0.035000
It 1,Best ac:0.012466 0.611111 fi:0.485828. Ave ac:0.017109,0.021349
Initialization: 6.518000
Memcpy Classifiers: 0.449000
Memcpy Instances: 8.852000
Kernel 1: 0.025000
Kernel 2: 113.156998
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.006121 0.750000 fi:0.349356. Ave ac:0.016777,0.020773
Initialization: 6.456000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.980000
Kernel 1: 0.024000
Kernel 2: 110.108002
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.004307 0.791667 fi:0.333819. Ave ac:0.015057,0.018084
Initialization: 6.460000
Memcpy Classifiers: 0.474000
Memcpy Instances: 9.345000
Kernel 1: 0.023000
Kernel 2: 108.737000
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.005213 0.696970 fi:0.402734. Ave ac:0.012814,0.013423
Initialization: 6.582000
Memcpy Classifiers: 0.415000
Memcpy Instances: 10.234000
Kernel 1: 0.024000
Kernel 2: 106.521004
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.004761 0.777778 fi:0.322097. Ave ac:0.014156,0.013667
Initialization: 6.526000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.856000
Kernel 1: 0.024000
Kernel 2: 106.046997
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.006801 0.750000 fi:0.349097. Ave ac:0.012486,0.014694
Initialization: 6.603000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.884000
Kernel 1: 0.024000
Kernel 2: 109.183998
Copyback: 0.018000
Sum: 0.033000
It 7,Best ac:0.010882 0.800000 fi:0.297540. Ave ac:0.014450,0.014021
Initialization: 6.587000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.926000
Kernel 1: 0.023000
Kernel 2: 104.101997
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.008842 0.829787 fi:0.268531. Ave ac:0.013169,0.014528
Initialization: 6.504000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.958000
Kernel 1: 0.024000
Kernel 2: 101.391998
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005214 0.718750 fi:0.380952. Ave ac:0.011033,0.012179
Iteration 10:MDL fitness activated
Error 0.380952 TL 0.032981
MDL Theory Length Weight: 3.8502750833 (2)
Initialization: 6.981000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.867000
Kernel 1: 0.023000
Kernel 2: 100.177002
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.004762 0.875000 fi:0.392426. Ave ac:0.011073,0.010516
Initialization: 6.383000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.976000
Kernel 1: 0.024000
Kernel 2: 97.863998
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.005214 0.884615 fi:0.311077. Ave ac:0.011082,0.011565
Initialization: 6.510000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.951000
Kernel 1: 0.023000
Kernel 2: 91.755997
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.004534 0.769231 fi:0.461125. Ave ac:0.010819,0.013910
Initialization: 6.564000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.347000
Kernel 1: 0.023000
Kernel 2: 93.133003
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.005214 0.884615 fi:0.343660. Ave ac:0.014652,0.018515
Initialization: 6.533000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.870000
Kernel 1: 0.023000
Kernel 2: 92.954002
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.005214 0.884615 fi:0.293297. Ave ac:0.011426,0.012405
Initialization: 6.559000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.903000
Kernel 1: 0.024000
Kernel 2: 94.773003
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004988 0.846154 fi:0.335464. Ave ac:0.010283,0.012671
Initialization: 6.419000
Memcpy Classifiers: 0.358000
Memcpy Instances: 8.960000
Kernel 1: 0.022000
Kernel 2: 95.544998
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.004533 0.869565 fi:0.289268. Ave ac:0.010176,0.012188
Initialization: 6.525000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.865000
Kernel 1: 0.024000
Kernel 2: 93.774002
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.008163 0.837209 fi:0.365808. Ave ac:0.011719,0.013715
Initialization: 6.438000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 95.278000
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.006801 0.810811 fi:0.349374. Ave ac:0.012664,0.013902
Initialization: 7.069000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.860000
Kernel 1: 0.023000
Kernel 2: 93.150002
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.005894 0.962963 fi:0.198011. Ave ac:0.011686,0.014095
Initialization: 6.352000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.870000
Kernel 1: 0.024000
Kernel 2: 94.074997
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.004081 1.000000 fi:0.261835. Ave ac:0.011433,0.011099
Initialization: 6.315000
Memcpy Classifiers: 0.392000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 92.035004
Copyback: 0.017000
Sum: 0.037000
It 21,Best ac:0.004534 0.952381 fi:0.250273. Ave ac:0.009891,0.009348
Initialization: 6.541000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.900000
Kernel 1: 0.022000
Kernel 2: 90.911003
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.004533 0.909091 fi:0.286588. Ave ac:0.011422,0.010711
Initialization: 6.482000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.413000
Kernel 1: 0.023000
Kernel 2: 91.130997
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.005213 0.884615 fi:0.273959. Ave ac:0.011388,0.009858
Initialization: 6.458000
Memcpy Classifiers: 0.301000
Memcpy Instances: 9.631000
Kernel 1: 0.022000
Kernel 2: 88.867996
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.006348 0.848485 fi:0.325152. Ave ac:0.010959,0.012363
Initialization: 6.574000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.822000
Kernel 1: 0.025000
Kernel 2: 89.835999
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.006801 0.857143 fi:0.304278. Ave ac:0.012278,0.011210
Initialization: 6.540000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.025000
Kernel 1: 0.023000
Kernel 2: 88.115997
Copyback: 0.018000
Sum: 0.029000
It 26,Best ac:0.004760 0.913043 fi:0.278424. Ave ac:0.013011,0.013894
Initialization: 6.810000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.832000
Kernel 1: 0.025000
Kernel 2: 85.963997
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.012696 0.835821 fi:0.302396. Ave ac:0.013810,0.013606
Initialization: 6.530000
Memcpy Classifiers: 0.299000
Memcpy Instances: 8.848000
Kernel 1: 0.024000
Kernel 2: 83.336998
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.004761 0.840000 fi:0.317266. Ave ac:0.012725,0.017132
MDL Theory Length Weight: 3.4652475749 (10)
Initialization: 6.558000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.858000
Kernel 1: 0.023000
Kernel 2: 82.153000
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.004307 0.863636 fi:0.327378. Ave ac:0.010005,0.012019
Initialization: 6.488000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.023000
Kernel 1: 0.023000
Kernel 2: 80.924004
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.004534 0.909091 fi:0.252472. Ave ac:0.013539,0.017212
Initialization: 6.439000
Memcpy Classifiers: 0.264000
Memcpy Instances: 9.439000
Kernel 1: 0.023000
Kernel 2: 79.615997
Copyback: 0.016000
Sum: 0.023000
It 31,Best ac:0.004306 0.863636 fi:0.329030. Ave ac:0.010335,0.011951
Initialization: 6.512000
Memcpy Classifiers: 0.263000
Memcpy Instances: 9.322000
Kernel 1: 0.023000
Kernel 2: 82.984001
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.005214 0.920000 fi:0.246139. Ave ac:0.015239,0.017948
Initialization: 6.594000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.821000
Kernel 1: 0.024000
Kernel 2: 81.371002
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.005893 0.812500 fi:0.341677. Ave ac:0.010583,0.017969
Initialization: 24.347000
Memcpy Instances: 439.001007
Memcpy Classifiers: 0.051000
Kernel 1: 0.026000
Kernel 2: 449.298004
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 470.726990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 436.540985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 436.542999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 459.153992
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 458.101013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 463.264008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 456.463013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 454.631012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 457.497009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 463.010010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 458.244995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 231.289001
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004616 0.732374 fi:0.422935. Ave ac:0.012245,0.042585
Best acc 0.004616 0.732374
Rule:Att PSSM_-3_2 is [-6.096971,-0.461065]|Att PSSM_-3_11 is [-3.791910,5.331144]|Att PSSM_-1_3 is [<4.044098]|Att PSSM_-1_14 is [-3.050184,5.050184]|Att PSSM_0_2 is [<-3.116615]|Att PSSM_0_9 is [<-2.382406]|Att PSSM_0_12 is [<-3.375778]|Att PSSM_1_7 is [-6.441652,-1.558348]|Att PSSM_2_7 is [-6.904007,4.173131]|Att PSSM_2_11 is [>-6.879053]|Att PSSM_4_6 is [<-0.350155]|1
Accuracy : 0.742322
0	1	
161428	2652	
57809	12749	
Removed 1322 instances. 219237 Instances left. Acc of rule 0.004552-0.759455
Initialization: 6.522000
Memcpy Classifiers: 0.558000
Memcpy Instances: 8.939000
Kernel 1: 0.025000
Kernel 2: 107.903000
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.005538 accuracy2:0.255191
Initialization: 6.622000
Memcpy Classifiers: 0.541000
Memcpy Instances: 9.317000
Kernel 1: 0.024000
Kernel 2: 112.372002
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.004788 0.617647 fi:0.482198. Ave ac:0.010585,0.016143
Initialization: 6.562000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.842000
Kernel 1: 0.023000
Kernel 2: 109.654999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.004790 0.636364 fi:0.463480. Ave ac:0.015714,0.019963
Initialization: 6.942000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 108.973000
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.011631 0.637500 fi:0.459708. Ave ac:0.014597,0.016565
Initialization: 6.515000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.880000
Kernel 1: 0.025000
Kernel 2: 106.258003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005018 0.758621 fi:0.341135. Ave ac:0.014542,0.019661
Initialization: 6.464000
Memcpy Classifiers: 0.400000
Memcpy Instances: 8.852000
Kernel 1: 0.024000
Kernel 2: 103.833000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.005016 0.846154 fi:0.253603. Ave ac:0.016078,0.020765
Initialization: 6.555000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.340000
Kernel 1: 0.024000
Kernel 2: 103.755997
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.011628 0.761194 fi:0.336014. Ave ac:0.014496,0.016444
Initialization: 6.543000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.824000
Kernel 1: 0.023000
Kernel 2: 104.347000
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.006157 0.729730 fi:0.369588. Ave ac:0.011772,0.012661
Initialization: 6.545000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.817000
Kernel 1: 0.025000
Kernel 2: 101.096001
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.007984 0.795455 fi:0.303157. Ave ac:0.012251,0.015587
Initialization: 6.520000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.283000
Kernel 1: 0.023000
Kernel 2: 100.363998
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.006385 0.777778 fi:0.321450. Ave ac:0.011324,0.011472
Initialization: 6.699000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.814000
Kernel 1: 0.023000
Kernel 2: 97.098000
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.008212 0.818182 fi:0.280342. Ave ac:0.010020,0.010567
Iteration 10:MDL fitness activated
Error 0.280342 TL 0.035245
MDL Theory Length Weight: 2.6513866807 (6)
Initialization: 6.975000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.903000
Kernel 1: 0.023000
Kernel 2: 98.994003
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.004789 0.913043 fi:0.272780. Ave ac:0.009332,0.008563
Initialization: 6.671000
Memcpy Classifiers: 0.366000
Memcpy Instances: 9.289000
Kernel 1: 0.023000
Kernel 2: 100.598000
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.010718 0.810345 fi:0.352740. Ave ac:0.009938,0.011081
Initialization: 6.549000
Memcpy Classifiers: 0.377000
Memcpy Instances: 8.866000
Kernel 1: 0.023000
Kernel 2: 97.758003
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004333 0.863636 fi:0.316857. Ave ac:0.011089,0.011688
Initialization: 6.497000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.821000
Kernel 1: 0.025000
Kernel 2: 98.317001
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.007070 0.837838 fi:0.327984. Ave ac:0.010472,0.010535
Initialization: 6.649000
Memcpy Classifiers: 0.398000
Memcpy Instances: 9.286000
Kernel 1: 0.023000
Kernel 2: 97.106003
Copyback: 0.371000
Sum: 0.036000
It 14,Best ac:0.005474 0.774194 fi:0.391522. Ave ac:0.012672,0.013133
Initialization: 6.544000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.839000
Kernel 1: 0.023000
Kernel 2: 97.981003
Copyback: 0.017000
Sum: 0.037000
It 15,Best ac:0.005473 0.800000 fi:0.370452. Ave ac:0.011885,0.011038
Initialization: 6.511000
Memcpy Classifiers: 0.374000
Memcpy Instances: 8.813000
Kernel 1: 0.024000
Kernel 2: 96.996002
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.004561 0.800000 fi:0.351828. Ave ac:0.012735,0.016915
Initialization: 6.494000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.337000
Kernel 1: 0.024000
Kernel 2: 96.425003
Copyback: 0.020000
Sum: 0.045000
It 17,Best ac:0.007070 0.837838 fi:0.338254. Ave ac:0.011523,0.011388
Initialization: 6.436000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.863000
Kernel 1: 0.023000
Kernel 2: 96.851997
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.005246 0.920000 fi:0.239468. Ave ac:0.011209,0.010383
Initialization: 6.508000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.830000
Kernel 1: 0.023000
Kernel 2: 97.914001
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.006842 0.769231 fi:0.396216. Ave ac:0.012003,0.011984
Initialization: 6.474000
Memcpy Classifiers: 0.343000
Memcpy Instances: 9.261000
Kernel 1: 0.023000
Kernel 2: 94.800003
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.004334 0.904762 fi:0.268888. Ave ac:0.012427,0.009620
Initialization: 6.647000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.820000
Kernel 1: 0.023000
Kernel 2: 93.787003
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.004333 0.950000 fi:0.236017. Ave ac:0.010268,0.009785
Initialization: 6.544000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.935000
Kernel 1: 0.023000
Kernel 2: 97.665001
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.004561 0.833333 fi:0.322261. Ave ac:0.011733,0.012123
Initialization: 6.551000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.861000
Kernel 1: 0.024000
Kernel 2: 89.598999
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.005017 0.880000 fi:0.285752. Ave ac:0.011036,0.011129
Initialization: 6.506000
Memcpy Classifiers: 0.366000
Memcpy Instances: 8.834000
Kernel 1: 0.022000
Kernel 2: 86.478996
Copyback: 0.017000
Sum: 0.041000
It 24,Best ac:0.005246 0.920000 fi:0.235301. Ave ac:0.011398,0.011144
Initialization: 6.549000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.829000
Kernel 1: 0.022000
Kernel 2: 92.554001
Copyback: 0.018000
Sum: 0.036000
It 25,Best ac:0.004333 0.826087 fi:0.352438. Ave ac:0.012737,0.014449
Initialization: 8.079000
Memcpy Classifiers: 0.344000
Memcpy Instances: 8.823000
Kernel 1: 0.023000
Kernel 2: 90.704002
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.005931 0.928571 fi:0.235706. Ave ac:0.012257,0.010993
Initialization: 6.983000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.869000
Kernel 1: 0.024000
Kernel 2: 92.400002
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.008210 0.837209 fi:0.314286. Ave ac:0.010222,0.009796
Initialization: 6.478000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.855000
Kernel 1: 0.024000
Kernel 2: 90.788002
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.006159 0.870968 fi:0.310230. Ave ac:0.009074,0.008595
Initialization: 6.485000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.863000
Kernel 1: 0.024000
Kernel 2: 93.069000
Copyback: 0.016000
Sum: 0.033000
It 29,Best ac:0.005017 0.880000 fi:0.287043. Ave ac:0.009559,0.008609
Initialization: 6.535000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.942000
Kernel 1: 0.023000
Kernel 2: 87.849998
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.005018 0.916667 fi:0.242887. Ave ac:0.009776,0.009292
Initialization: 6.445000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.899000
Kernel 1: 0.024000
Kernel 2: 91.362000
Copyback: 0.019000
Sum: 0.036000
It 31,Best ac:0.004561 0.909091 fi:0.249730. Ave ac:0.007623,0.006483
Initialization: 6.725000
Memcpy Classifiers: 0.369000
Memcpy Instances: 8.929000
Kernel 1: 0.023000
Kernel 2: 93.668999
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.004560 0.869565 fi:0.297228. Ave ac:0.007195,0.007736
Initialization: 6.488000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.389000
Kernel 1: 0.023000
Kernel 2: 94.843002
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.006615 0.878788 fi:0.277043. Ave ac:0.008453,0.007750
MDL Theory Length Weight: 2.3862480126 (10)
Initialization: 23.858999
Memcpy Instances: 435.024994
Memcpy Classifiers: 0.062000
Kernel 1: 0.024000
Kernel 2: 518.864014
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 519.849976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 526.960022
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 518.719971
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 503.959991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 527.531006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 513.820007
Copyback: 0.018000
Sum: 0.003000
Memcpy Classifiers: 0.054000
Kernel 1: 0.015000
Kernel 2: 499.045013
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 518.664978
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 513.031006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 530.051025
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 498.539001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 246.223007
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004488 0.754601 fi:0.405917. Ave ac:0.008127,0.027742
Best acc 0.004488 0.754601
Initialization: 6.521000
Memcpy Classifiers: 0.569000
Memcpy Instances: 9.420000
Kernel 1: 0.025000
Kernel 2: 107.672997
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005740 accuracy2:0.245361
Initialization: 6.537000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.893000
Kernel 1: 0.024000
Kernel 2: 109.860001
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.004561 0.606061 fi:0.493871. Ave ac:0.011101,0.015215
Initialization: 6.527000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.820000
Kernel 1: 0.025000
Kernel 2: 110.730003
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.004561 0.800000 fi:0.299931. Ave ac:0.014156,0.016927
Initialization: 7.012000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 110.934998
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.009578 0.688525 fi:0.409475. Ave ac:0.013879,0.016381
Initialization: 6.795000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.938000
Kernel 1: 0.024000
Kernel 2: 106.253998
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.006842 0.789474 fi:0.309578. Ave ac:0.011386,0.012543
Initialization: 6.495000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.294000
Kernel 1: 0.023000
Kernel 2: 102.822998
Copyback: 0.022000
Sum: 0.037000
It 4,Best ac:0.003877 0.850000 fi:0.354003. Ave ac:0.010565,0.012992
Initialization: 6.518000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.824000
Kernel 1: 0.025000
Kernel 2: 102.732002
Copyback: 0.018000
Sum: 0.033000
It 5,Best ac:0.005473 0.727273 fi:0.372307. Ave ac:0.010365,0.010000
Initialization: 6.413000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.398000
Kernel 1: 0.024000
Kernel 2: 99.866997
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.010036 0.862745 fi:0.235075. Ave ac:0.010149,0.009389
Initialization: 6.471000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.345000
Kernel 1: 0.024000
Kernel 2: 99.646004
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.005703 0.781250 fi:0.318242. Ave ac:0.009668,0.008861
Initialization: 6.619000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.816000
Kernel 1: 0.025000
Kernel 2: 100.814003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.004561 0.833333 fi:0.266598. Ave ac:0.008850,0.008454
Initialization: 6.490000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.832000
Kernel 1: 0.024000
Kernel 2: 95.607002
Copyback: 0.017000
Sum: 0.037000
It 9,Best ac:0.007755 0.829268 fi:0.269432. Ave ac:0.007895,0.007299
Iteration 10:MDL fitness activated
Error 0.269432 TL 0.024238
MDL Theory Length Weight: 3.7053629286 (4)
Initialization: 6.570000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.820000
Kernel 1: 0.025000
Kernel 2: 96.032997
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.004334 0.760000 fi:0.429214. Ave ac:0.009031,0.011270
Initialization: 6.455000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.819000
Kernel 1: 0.024000
Kernel 2: 95.327003
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.006157 0.900000 fi:0.300791. Ave ac:0.008857,0.008470
Initialization: 6.470000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.021000
Kernel 1: 0.024000
Kernel 2: 97.542999
Copyback: 0.016000
Sum: 0.034000
It 12,Best ac:0.006157 0.900000 fi:0.327823. Ave ac:0.009720,0.009143
Initialization: 6.532000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.827000
Kernel 1: 0.023000
Kernel 2: 93.135002
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.005017 0.880000 fi:0.318931. Ave ac:0.008661,0.008250
Initialization: 6.598000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.291000
Kernel 1: 0.024000
Kernel 2: 94.487999
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.005017 0.880000 fi:0.307773. Ave ac:0.009462,0.012341
Initialization: 6.314000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.864000
Kernel 1: 0.024000
Kernel 2: 90.623001
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.008436 0.880952 fi:0.304066. Ave ac:0.009163,0.009695
Initialization: 6.423000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.811000
Kernel 1: 0.026000
Kernel 2: 94.325996
Copyback: 0.018000
Sum: 0.035000
It 16,Best ac:0.004790 0.954545 fi:0.227734. Ave ac:0.011187,0.011780
Initialization: 6.727000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.109000
Kernel 1: 0.023000
Kernel 2: 91.763000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.005246 0.851852 fi:0.339350. Ave ac:0.008662,0.012171
Initialization: 6.518000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.852000
Kernel 1: 0.025000
Kernel 2: 90.935997
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.014142 0.775000 fi:0.378667. Ave ac:0.009848,0.016130
Initialization: 6.511000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.848000
Kernel 1: 0.025000
Kernel 2: 92.022003
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.005017 0.880000 fi:0.290447. Ave ac:0.012076,0.014475
Initialization: 6.452000
Memcpy Classifiers: 0.332000
Memcpy Instances: 8.810000
Kernel 1: 0.025000
Kernel 2: 91.417999
Copyback: 0.018000
Sum: 0.039000
It 20,Best ac:0.006613 0.852941 fi:0.307700. Ave ac:0.008854,0.009535
Initialization: 6.513000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.841000
Kernel 1: 0.024000
Kernel 2: 89.560997
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.005017 0.956522 fi:0.217545. Ave ac:0.007821,0.006837
Initialization: 6.655000
Memcpy Classifiers: 0.312000
Memcpy Instances: 9.138000
Kernel 1: 0.023000
Kernel 2: 87.918999
Copyback: 0.370000
Sum: 0.041000
It 22,Best ac:0.005245 0.884615 fi:0.281560. Ave ac:0.007506,0.008179
Initialization: 6.626000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.904000
Kernel 1: 0.023000
Kernel 2: 89.627998
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.005473 0.888889 fi:0.279560. Ave ac:0.007042,0.007125
Initialization: 6.446000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.877000
Kernel 1: 0.024000
Kernel 2: 86.555000
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.004789 0.875000 fi:0.297523. Ave ac:0.007419,0.007805
Initialization: 6.637000
Memcpy Classifiers: 0.332000
Memcpy Instances: 9.683000
Kernel 1: 0.023000
Kernel 2: 87.018997
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.006613 0.906250 fi:0.238019. Ave ac:0.008635,0.010329
Initialization: 6.427000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.810000
Kernel 1: 0.024000
Kernel 2: 85.446999
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.006157 0.870968 fi:0.303717. Ave ac:0.008368,0.009848
Initialization: 6.509000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.856000
Kernel 1: 0.023000
Kernel 2: 83.875999
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.005929 0.928571 fi:0.250508. Ave ac:0.011361,0.016201
Initialization: 6.419000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.871000
Kernel 1: 0.023000
Kernel 2: 84.919998
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.005929 0.962963 fi:0.185393. Ave ac:0.010771,0.009972
Initialization: 6.980000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.883000
Kernel 1: 0.022000
Kernel 2: 84.266998
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.004789 0.875000 fi:0.275953. Ave ac:0.007948,0.008938
Initialization: 6.428000
Memcpy Classifiers: 0.263000
Memcpy Instances: 9.211000
Kernel 1: 0.023000
Kernel 2: 82.448997
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.004562 1.000000 fi:0.156128. Ave ac:0.009916,0.013074
Initialization: 6.460000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.333000
Kernel 1: 0.024000
Kernel 2: 79.000999
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.004334 1.000000 fi:0.166552. Ave ac:0.007843,0.009928
Initialization: 6.483000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.808000
Kernel 1: 0.024000
Kernel 2: 80.549004
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.005017 0.956522 fi:0.261815. Ave ac:0.008392,0.012400
Initialization: 6.531000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.833000
Kernel 1: 0.024000
Kernel 2: 76.651001
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.005245 0.851852 fi:0.376323. Ave ac:0.008833,0.013108
Initialization: 23.966999
Memcpy Instances: 432.729004
Memcpy Classifiers: 0.066000
Kernel 1: 0.028000
Kernel 2: 424.372009
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 426.127991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 415.700012
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 432.721985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 431.713989
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 434.821014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 436.865997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 428.832001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 424.752014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 434.063995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 415.917999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 423.876007
Copyback: 0.361000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 216.067993
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005168 0.762963 fi:0.387843. Ave ac:0.010860,0.038444
Best acc 0.005168 0.762963
Rule:Att PSSM_0_1 is [3.147644,6.575245]|Att PSSM_0_7 is [<-3.000243]|Att PSSM_0_20 is [>-4.106295]|Att PSSM_2_1 is [>-2.474649]|Att PSSM_2_5 is [<4.549150]|Att PSSM_2_16 is [>-4.140807]|1
Accuracy : 0.745651
0	1	
161076	3004	
56676	13882	
Removed 1485 instances. 217752 Instances left. Acc of rule 0.005168-0.762963
Initialization: 6.650000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.840000
Kernel 1: 0.025000
Kernel 2: 106.731003
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005957 accuracy2:0.240172
Initialization: 6.493000
Memcpy Classifiers: 0.513000
Memcpy Instances: 8.806000
Kernel 1: 0.024000
Kernel 2: 111.754997
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.014237 0.525424 fi:0.570707. Ave ac:0.012349,0.018316
Initialization: 6.694000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.769000
Kernel 1: 0.025000
Kernel 2: 113.264999
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.004134 0.666667 fi:0.473404. Ave ac:0.015457,0.019086
Initialization: 6.485000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.279000
Kernel 1: 0.023000
Kernel 2: 108.051003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.007348 0.615385 fi:0.483434. Ave ac:0.015470,0.020022
Initialization: 6.490000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.854000
Kernel 1: 0.024000
Kernel 2: 109.788002
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.005512 0.750000 fi:0.349537. Ave ac:0.017096,0.018364
Initialization: 6.428000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.839000
Kernel 1: 0.024000
Kernel 2: 104.896004
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.005970 0.684211 fi:0.415147. Ave ac:0.017051,0.019255
Initialization: 6.520000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.778000
Kernel 1: 0.025000
Kernel 2: 98.552002
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.004592 0.800000 fi:0.299896. Ave ac:0.015919,0.019656
Initialization: 6.497000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.840000
Kernel 1: 0.024000
Kernel 2: 100.557999
Copyback: 0.018000
Sum: 0.035000
It 6,Best ac:0.007118 0.673913 fi:0.424995. Ave ac:0.015026,0.019174
Initialization: 6.458000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.069000
Kernel 1: 0.024000
Kernel 2: 95.375999
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.004363 0.826087 fi:0.273900. Ave ac:0.014162,0.017730
Initialization: 6.560000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.810000
Kernel 1: 0.023000
Kernel 2: 94.171997
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.005970 0.787879 fi:0.311478. Ave ac:0.013037,0.016324
Initialization: 6.891000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.807000
Kernel 1: 0.024000
Kernel 2: 116.834000
Copyback: 0.026000
Sum: 0.034000
It 9,Best ac:0.005281 0.766667 fi:0.332962. Ave ac:0.012476,0.015145
Iteration 10:MDL fitness activated
Error 0.332962 TL 0.022476
MDL Theory Length Weight: 4.9381172878 (3)
Initialization: 7.616000
Memcpy Classifiers: 0.383000
Memcpy Instances: 8.789000
Kernel 1: 0.024000
Kernel 2: 89.622002
Copyback: 0.019000
Sum: 0.033000
It 10,Best ac:0.012856 0.788732 fi:0.437295. Ave ac:0.013263,0.014971
Initialization: 6.460000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.799000
Kernel 1: 0.024000
Kernel 2: 82.649002
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.005052 0.814815 fi:0.364204. Ave ac:0.015205,0.016736
Initialization: 6.934000
Memcpy Classifiers: 0.304000
Memcpy Instances: 9.683000
Kernel 1: 0.024000
Kernel 2: 78.445000
Copyback: 0.017000
Sum: 0.026000
It 12,Best ac:0.006887 0.833333 fi:0.336840. Ave ac:0.015585,0.021626
Initialization: 6.452000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 78.210999
Copyback: 0.019000
Sum: 0.025000
It 13,Best ac:0.007809 0.772727 fi:0.413612. Ave ac:0.014335,0.019358
Initialization: 6.551000
Memcpy Classifiers: 0.249000
Memcpy Instances: 9.457000
Kernel 1: 0.025000
Kernel 2: 76.617996
Copyback: 0.017000
Sum: 0.025000
It 14,Best ac:0.006198 0.710526 fi:0.449622. Ave ac:0.015552,0.016832
Initialization: 6.743000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.865000
Kernel 1: 0.023000
Kernel 2: 76.367996
Copyback: 0.017000
Sum: 0.023000
It 15,Best ac:0.005510 0.827586 fi:0.388148. Ave ac:0.018097,0.020985
Initialization: 7.747000
Memcpy Classifiers: 0.228000
Memcpy Instances: 9.489000
Kernel 1: 0.024000
Kernel 2: 79.358002
Copyback: 0.017000
Sum: 0.022000
It 16,Best ac:0.006201 0.843750 fi:0.344080. Ave ac:0.020225,0.029942
Initialization: 6.464000
Memcpy Classifiers: 0.246000
Memcpy Instances: 9.548000
Kernel 1: 0.024000
Kernel 2: 77.085999
Copyback: 0.018000
Sum: 0.022000
It 17,Best ac:0.009642 0.823529 fi:0.337670. Ave ac:0.016856,0.021153
Initialization: 6.499000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.885000
Kernel 1: 0.025000
Kernel 2: 78.866997
Copyback: 0.021000
Sum: 0.024000
It 18,Best ac:0.004823 0.875000 fi:0.280164. Ave ac:0.011853,0.014731
Initialization: 6.472000
Memcpy Classifiers: 0.273000
Memcpy Instances: 9.770000
Kernel 1: 0.024000
Kernel 2: 75.494003
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.008037 0.945946 fi:0.231789. Ave ac:0.012745,0.015922
Initialization: 6.440000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.849000
Kernel 1: 0.024000
Kernel 2: 77.920998
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.004822 0.913043 fi:0.296815. Ave ac:0.011549,0.012565
Initialization: 6.423000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.939000
Kernel 1: 0.023000
Kernel 2: 77.931999
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.004593 0.869565 fi:0.285688. Ave ac:0.013164,0.015294
Initialization: 6.506000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.779000
Kernel 1: 0.024000
Kernel 2: 76.152000
Copyback: 0.018000
Sum: 0.023000
It 22,Best ac:0.006198 0.794118 fi:0.375394. Ave ac:0.011476,0.013914
Initialization: 6.445000
Memcpy Classifiers: 0.276000
Memcpy Instances: 8.890000
Kernel 1: 0.024000
Kernel 2: 74.758003
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004362 0.863636 fi:0.291708. Ave ac:0.010556,0.014844
Initialization: 6.535000
Memcpy Classifiers: 0.229000
Memcpy Instances: 8.798000
Kernel 1: 0.024000
Kernel 2: 73.248001
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.007577 0.785714 fi:0.390251. Ave ac:0.013492,0.020343
Initialization: 6.459000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.767000
Kernel 1: 0.024000
Kernel 2: 73.920998
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.005511 0.750000 fi:0.387500. Ave ac:0.011352,0.018554
Initialization: 6.415000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.872000
Kernel 1: 0.024000
Kernel 2: 77.651001
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.004823 0.913043 fi:0.272131. Ave ac:0.013531,0.017858
Initialization: 6.388000
Memcpy Classifiers: 0.284000
Memcpy Instances: 9.277000
Kernel 1: 0.025000
Kernel 2: 73.554001
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.007348 0.888889 fi:0.293540. Ave ac:0.010589,0.014835
Initialization: 6.998000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 73.647003
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.004363 0.904762 fi:0.280191. Ave ac:0.011320,0.013609
MDL Theory Length Weight: 4.4443055590 (10)
Initialization: 6.432000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.820000
Kernel 1: 0.024000
Kernel 2: 72.991997
Copyback: 0.017000
Sum: 0.020000
It 29,Best ac:0.006198 0.870968 fi:0.302273. Ave ac:0.009685,0.014330
Initialization: 6.494000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.860000
Kernel 1: 0.023000
Kernel 2: 74.443001
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.005510 0.800000 fi:0.333704. Ave ac:0.008401,0.014401
Initialization: 6.450000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.773000
Kernel 1: 0.024000
Kernel 2: 76.498001
Copyback: 0.018000
Sum: 0.022000
It 31,Best ac:0.005282 0.958333 fi:0.222349. Ave ac:0.008145,0.009586
Initialization: 6.426000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.902000
Kernel 1: 0.024000
Kernel 2: 73.584000
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.005511 0.774194 fi:0.408505. Ave ac:0.009898,0.009721
Initialization: 6.459000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 72.289001
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.007348 0.842105 fi:0.339216. Ave ac:0.013895,0.019800
Initialization: 24.614000
Memcpy Instances: 427.670990
Memcpy Classifiers: 0.053000
Kernel 1: 0.029000
Kernel 2: 429.670013
Copyback: 0.369000
Sum: 0.015000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 421.066010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 424.699005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 439.174011
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 433.679993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 425.216003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 427.476013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 431.768005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 424.397003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 418.359009
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 416.648987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 410.903992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.014000
Kernel 2: 150.557999
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.005313 0.685833 fi:0.447948. Ave ac:0.009769,0.032805
Best acc 0.005313 0.685833
Initialization: 6.576000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.792000
Kernel 1: 0.026000
Kernel 2: 106.813004
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.006226 accuracy2:0.251945
Initialization: 6.573000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.847000
Kernel 1: 0.023000
Kernel 2: 113.677002
Copyback: 0.018000
Sum: 0.037000
It 0,Best ac:0.006201 0.642857 fi:0.456410. Ave ac:0.011859,0.016207
Initialization: 6.461000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.293000
Kernel 1: 0.024000
Kernel 2: 118.653999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005282 0.676471 fi:0.423156. Ave ac:0.013913,0.016097
Initialization: 6.492000
Memcpy Classifiers: 0.492000
Memcpy Instances: 8.769000
Kernel 1: 0.025000
Kernel 2: 115.852997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.007118 0.704545 fi:0.394363. Ave ac:0.016157,0.021898
Initialization: 6.465000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.957000
Kernel 1: 0.023000
Kernel 2: 114.542999
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.005970 0.722222 fi:0.377137. Ave ac:0.013442,0.017673
Initialization: 6.461000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.292000
Kernel 1: 0.024000
Kernel 2: 117.013000
Copyback: 0.018000
Sum: 0.039000
It 4,Best ac:0.009187 0.784314 fi:0.313787. Ave ac:0.012003,0.013194
Initialization: 6.593000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.892000
Kernel 1: 0.024000
Kernel 2: 114.894997
Copyback: 0.371000
Sum: 0.036000
It 5,Best ac:0.005512 0.800000 fi:0.299537. Ave ac:0.011547,0.010293
Initialization: 6.465000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.908000
Kernel 1: 0.025000
Kernel 2: 108.282997
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.006429 0.823529 fi:0.275651. Ave ac:0.009645,0.008254
Initialization: 6.319000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.825000
Kernel 1: 0.025000
Kernel 2: 106.328003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.006889 0.937500 fi:0.161501. Ave ac:0.010259,0.008855
Initialization: 6.491000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.241000
Kernel 1: 0.024000
Kernel 2: 106.651001
Copyback: 0.024000
Sum: 0.041000
It 8,Best ac:0.005051 0.785714 fi:0.314004. Ave ac:0.008949,0.008201
Initialization: 6.370000
Memcpy Classifiers: 0.457000
Memcpy Instances: 10.110000
Kernel 1: 0.023000
Kernel 2: 108.306000
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.007809 0.809524 fi:0.289115. Ave ac:0.007894,0.006643
Iteration 10:MDL fitness activated
Error 0.289115 TL 0.039336
MDL Theory Length Weight: 2.4499504519 (3)
Initialization: 6.583000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.776000
Kernel 1: 0.025000
Kernel 2: 105.218002
Copyback: 0.017000
Sum: 0.040000
It 10,Best ac:0.006428 0.848485 fi:0.349898. Ave ac:0.007881,0.006629
Initialization: 6.443000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.778000
Kernel 1: 0.025000
Kernel 2: 104.019997
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.006200 0.843750 fi:0.338680. Ave ac:0.008770,0.008035
Initialization: 6.445000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.816000
Kernel 1: 0.024000
Kernel 2: 106.527000
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.005053 0.880000 fi:0.296289. Ave ac:0.008323,0.008059
Initialization: 6.453000
Memcpy Classifiers: 0.473000
Memcpy Instances: 9.252000
Kernel 1: 0.024000
Kernel 2: 103.021004
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.004822 0.875000 fi:0.310583. Ave ac:0.009313,0.009370
Initialization: 6.457000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.835000
Kernel 1: 0.025000
Kernel 2: 102.721001
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.004133 0.782609 fi:0.393898. Ave ac:0.008633,0.008723
Initialization: 6.514000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.859000
Kernel 1: 0.023000
Kernel 2: 102.666000
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.005281 0.851852 fi:0.332120. Ave ac:0.012542,0.010659
Initialization: 6.844000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.902000
Kernel 1: 0.023000
Kernel 2: 106.554001
Copyback: 0.020000
Sum: 0.040000
It 16,Best ac:0.004823 0.913043 fi:0.288074. Ave ac:0.009696,0.008354
Initialization: 6.536000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.823000
Kernel 1: 0.024000
Kernel 2: 106.195000
Copyback: 0.017000
Sum: 0.039000
It 17,Best ac:0.005281 0.821429 fi:0.341706. Ave ac:0.009950,0.007537
Initialization: 6.456000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.963000
Kernel 1: 0.025000
Kernel 2: 102.175003
Copyback: 0.018000
Sum: 0.041000
It 18,Best ac:0.005741 0.892857 fi:0.276326. Ave ac:0.008332,0.006501
Initialization: 6.301000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.888000
Kernel 1: 0.025000
Kernel 2: 101.301003
Copyback: 0.017000
Sum: 0.036000
It 19,Best ac:0.005052 0.880000 fi:0.288926. Ave ac:0.007583,0.006105
Initialization: 6.429000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.776000
Kernel 1: 0.025000
Kernel 2: 105.364998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.004593 0.869565 fi:0.302269. Ave ac:0.007740,0.006515
Initialization: 6.449000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.810000
Kernel 1: 0.024000
Kernel 2: 104.950996
Copyback: 0.005000
Sum: 0.038000
It 21,Best ac:0.005052 0.846154 fi:0.335179. Ave ac:0.009031,0.006911
Initialization: 6.636000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.852000
Kernel 1: 0.025000
Kernel 2: 105.593002
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.005739 0.892857 fi:0.297091. Ave ac:0.009298,0.007556
Initialization: 6.998000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.854000
Kernel 1: 0.023000
Kernel 2: 98.752998
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.005052 0.880000 fi:0.295718. Ave ac:0.007493,0.005087
Initialization: 6.632000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.788000
Kernel 1: 0.024000
Kernel 2: 95.614998
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.004592 0.909091 fi:0.267675. Ave ac:0.006403,0.004522
Initialization: 6.441000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.817000
Kernel 1: 0.024000
Kernel 2: 97.594002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.005053 0.880000 fi:0.289452. Ave ac:0.005763,0.004007
Initialization: 7.033000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.778000
Kernel 1: 0.025000
Kernel 2: 94.219002
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.007117 0.939394 fi:0.226265. Ave ac:0.006294,0.003821
Initialization: 6.440000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.777000
Kernel 1: 0.024000
Kernel 2: 93.890999
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.007346 0.864865 fi:0.302356. Ave ac:0.004905,0.003766
Initialization: 6.518000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.771000
Kernel 1: 0.025000
Kernel 2: 93.571999
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.004362 0.863636 fi:0.306693. Ave ac:0.005523,0.003767
Initialization: 6.524000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.812000
Kernel 1: 0.024000
Kernel 2: 94.282997
Copyback: 0.017000
Sum: 0.038000
It 29,Best ac:0.004132 0.947368 fi:0.263934. Ave ac:0.005976,0.003875
Initialization: 6.526000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.839000
Kernel 1: 0.025000
Kernel 2: 95.167999
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.004592 0.909091 fi:0.281305. Ave ac:0.005639,0.002734
Initialization: 6.435000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.836000
Kernel 1: 0.024000
Kernel 2: 93.412003
Copyback: 0.018000
Sum: 0.036000
It 31,Best ac:0.005510 0.923077 fi:0.248208. Ave ac:0.005785,0.002791
Initialization: 6.943000
Memcpy Classifiers: 0.358000
Memcpy Instances: 9.996000
Kernel 1: 0.023000
Kernel 2: 94.039001
Copyback: 0.016000
Sum: 0.033000
It 32,Best ac:0.005281 0.793103 fi:0.384714. Ave ac:0.005091,0.003388
Initialization: 6.468000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.331000
Kernel 1: 0.024000
Kernel 2: 95.448997
Copyback: 0.017000
Sum: 0.036000
It 33,Best ac:0.004823 0.954545 fi:0.223527. Ave ac:0.006446,0.003794
Initialization: 25.023001
Memcpy Instances: 431.161011
Memcpy Classifiers: 0.068000
Kernel 1: 0.026000
Kernel 2: 508.601990
Copyback: 0.020000
Sum: 0.012000
Memcpy Classifiers: 0.063000
Kernel 1: 0.020000
Kernel 2: 505.476990
Copyback: 0.022000
Sum: 0.006000
Memcpy Classifiers: 0.070000
Kernel 1: 0.022000
Kernel 2: 499.865997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 500.231995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 491.022003
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 495.748993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 500.105988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 510.358002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 499.127014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 496.213013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 501.695007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 503.304993
Copyback: 0.020000
Sum: 0.005000
Memcpy Classifiers: 0.050000
Kernel 1: 0.019000
Kernel 2: 169.145996
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004969 0.770655 fi:0.407284. Ave ac:0.005998,0.019309
Best acc 0.004969 0.770655
Rule:Att PSSM_-4_7 is [-6.851160,2.485603]|Att PSSM_-3_12 is [<-2.384068]|Att PSSM_-2_7 is [-6.899906,0.899906]|Att PSSM_-1_3 is [-6.108807,-0.641482]|Att PSSM_-1_12 is [<-1.799877]|Att PSSM_0_1 is [>-0.370847]|Att PSSM_0_3 is [<-1.214532]|Att PSSM_0_6 is [<-2.874277]|Att PSSM_0_15 is [<4.522263]|Att PSSM_1_6 is [<5.528544]|Att PSSM_2_1 is [>-4.275572]|Att PSSM_4_2 is [-6.938705,1.458721]|1
Accuracy : 0.748890
0	1	
160754	3326	
55594	14964	
Removed 1404 instances. 216348 Instances left. Acc of rule 0.004969-0.770655
Initialization: 6.441000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.992000
Kernel 1: 0.026000
Kernel 2: 104.495003
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005352 accuracy2:0.234043
Initialization: 6.503000
Memcpy Classifiers: 0.470000
Memcpy Instances: 9.840000
Kernel 1: 0.022000
Kernel 2: 111.234001
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.004853 0.567568 fi:0.532203. Ave ac:0.010534,0.014704
Initialization: 6.467000
Memcpy Classifiers: 0.466000
Memcpy Instances: 8.733000
Kernel 1: 0.025000
Kernel 2: 109.860001
Copyback: 0.017000
Sum: 0.038000
It 1,Best ac:0.009473 0.640625 fi:0.457316. Ave ac:0.013349,0.014979
Initialization: 6.494000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.753000
Kernel 1: 0.024000
Kernel 2: 109.866997
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.005778 0.735294 fi:0.364111. Ave ac:0.012541,0.014307
Initialization: 6.418000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.723000
Kernel 1: 0.024000
Kernel 2: 106.559998
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.007164 0.620000 fi:0.478856. Ave ac:0.010420,0.011130
Initialization: 7.867000
Memcpy Classifiers: 0.454000
Memcpy Instances: 8.721000
Kernel 1: 0.023000
Kernel 2: 103.467003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004161 0.750000 fi:0.373042. Ave ac:0.010055,0.011417
Initialization: 6.500000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.712000
Kernel 1: 0.024000
Kernel 2: 101.981003
Copyback: 0.017000
Sum: 0.038000
It 5,Best ac:0.004391 0.703704 fi:0.396250. Ave ac:0.009682,0.009758
Initialization: 6.541000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.708000
Kernel 1: 0.024000
Kernel 2: 101.663002
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.007395 0.727273 fi:0.371492. Ave ac:0.009588,0.011339
Initialization: 6.475000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.713000
Kernel 1: 0.024000
Kernel 2: 101.467003
Copyback: 0.016000
Sum: 0.036000
It 7,Best ac:0.005315 0.741935 fi:0.357652. Ave ac:0.010591,0.010102
Initialization: 6.429000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.713000
Kernel 1: 0.024000
Kernel 2: 100.101997
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.004622 0.769231 fi:0.330631. Ave ac:0.010017,0.009620
Initialization: 6.476000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.714000
Kernel 1: 0.025000
Kernel 2: 99.404999
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.009938 0.741379 fi:0.356379. Ave ac:0.009909,0.009149
Iteration 10:MDL fitness activated
Error 0.356379 TL 0.029032
MDL Theory Length Weight: 4.0918229780 (2)
Initialization: 7.513000
Memcpy Classifiers: 0.385000
Memcpy Instances: 8.725000
Kernel 1: 0.023000
Kernel 2: 102.287003
Copyback: 0.017000
Sum: 0.038000
It 10,Best ac:0.009013 0.764706 fi:0.423122. Ave ac:0.010159,0.010851
Initialization: 6.478000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.729000
Kernel 1: 0.024000
Kernel 2: 100.285004
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.006010 0.812500 fi:0.404021. Ave ac:0.012620,0.013937
Initialization: 6.521000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.745000
Kernel 1: 0.025000
Kernel 2: 98.383003
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.007858 0.809524 fi:0.378761. Ave ac:0.014762,0.016082
Initialization: 6.360000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.827000
Kernel 1: 0.023000
Kernel 2: 94.238998
Copyback: 0.372000
Sum: 0.035000
It 13,Best ac:0.004160 0.900000 fi:0.347365. Ave ac:0.013705,0.016558
Initialization: 6.411000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.719000
Kernel 1: 0.025000
Kernel 2: 93.674004
Copyback: 0.017000
Sum: 0.030000
It 14,Best ac:0.009706 0.823529 fi:0.375753. Ave ac:0.013774,0.014494
Initialization: 6.485000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.720000
Kernel 1: 0.024000
Kernel 2: 91.768997
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.005083 0.916667 fi:0.309298. Ave ac:0.010533,0.012072
Initialization: 6.618000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.752000
Kernel 1: 0.024000
Kernel 2: 94.803001
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.014098 0.835616 fi:0.358580. Ave ac:0.011632,0.015660
Initialization: 6.477000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.716000
Kernel 1: 0.025000
Kernel 2: 90.871002
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.004160 0.947368 fi:0.264759. Ave ac:0.011974,0.014019
Initialization: 6.514000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.705000
Kernel 1: 0.024000
Kernel 2: 90.122002
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.011558 0.819672 fi:0.361957. Ave ac:0.011734,0.014851
Initialization: 6.503000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.723000
Kernel 1: 0.024000
Kernel 2: 88.179001
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.004852 0.875000 fi:0.312018. Ave ac:0.013850,0.018233
Initialization: 6.475000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.789000
Kernel 1: 0.023000
Kernel 2: 89.265999
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.005084 0.916667 fi:0.308638. Ave ac:0.009641,0.009452
Initialization: 6.354000
Memcpy Classifiers: 0.358000
Memcpy Instances: 8.828000
Kernel 1: 0.023000
Kernel 2: 86.692001
Copyback: 0.023000
Sum: 0.031000
It 21,Best ac:0.005317 0.884615 fi:0.321464. Ave ac:0.010754,0.014111
Initialization: 6.375000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.457000
Kernel 1: 0.024000
Kernel 2: 88.796997
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.007395 0.800000 fi:0.408170. Ave ac:0.010024,0.012890
Initialization: 6.528000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.835000
Kernel 1: 0.024000
Kernel 2: 88.341003
Copyback: 0.017000
Sum: 0.038000
It 23,Best ac:0.004160 0.947368 fi:0.272514. Ave ac:0.011291,0.014533
Initialization: 6.456000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.711000
Kernel 1: 0.024000
Kernel 2: 86.629997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.007395 0.820513 fi:0.354237. Ave ac:0.011593,0.016655
Initialization: 6.513000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.710000
Kernel 1: 0.025000
Kernel 2: 86.478996
Copyback: 0.024000
Sum: 0.031000
It 25,Best ac:0.006472 0.848485 fi:0.345362. Ave ac:0.011177,0.014106
Initialization: 6.455000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.727000
Kernel 1: 0.025000
Kernel 2: 88.283997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.005315 0.851852 fi:0.343917. Ave ac:0.011185,0.012363
MDL Theory Length Weight: 3.6826406802 (10)
Initialization: 6.486000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.720000
Kernel 1: 0.024000
Kernel 2: 90.539001
Copyback: 0.017000
Sum: 0.038000
It 27,Best ac:0.006009 0.838710 fi:0.323130. Ave ac:0.010830,0.009849
Initialization: 6.465000
Memcpy Classifiers: 0.306000
Memcpy Instances: 8.753000
Kernel 1: 0.024000
Kernel 2: 86.684998
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.004854 0.875000 fi:0.339019. Ave ac:0.008105,0.008791
Initialization: 6.559000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.713000
Kernel 1: 0.025000
Kernel 2: 88.664001
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.005084 0.846154 fi:0.340088. Ave ac:0.007787,0.007055
Initialization: 6.463000
Memcpy Classifiers: 0.303000
Memcpy Instances: 9.206000
Kernel 1: 0.024000
Kernel 2: 89.371002
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.006009 0.866667 fi:0.310884. Ave ac:0.010329,0.011789
Initialization: 6.468000
Memcpy Classifiers: 0.305000
Memcpy Instances: 8.716000
Kernel 1: 0.023000
Kernel 2: 87.830002
Copyback: 0.017000
Sum: 0.034000
It 31,Best ac:0.005547 0.827586 fi:0.364371. Ave ac:0.010887,0.011329
Initialization: 6.549000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.761000
Kernel 1: 0.024000
Kernel 2: 87.800003
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.006702 0.878788 fi:0.298287. Ave ac:0.012151,0.012553
Initialization: 7.633000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.753000
Kernel 1: 0.024000
Kernel 2: 86.874001
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.005778 0.892857 fi:0.268259. Ave ac:0.011994,0.011328
Initialization: 24.972000
Memcpy Instances: 427.779999
Memcpy Classifiers: 0.055000
Kernel 1: 0.023000
Kernel 2: 503.753998
Copyback: 0.015000
Sum: 0.014000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 502.484985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 482.121002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 475.980988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 496.989990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.014000
Kernel 2: 478.670990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 495.457001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 477.263000
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 488.654999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 496.963989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.015000
Kernel 2: 507.222992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 468.343994
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005357 0.720771 fi:0.441327. Ave ac:0.011133,0.037212
Best acc 0.005357 0.720771
Initialization: 7.634000
Memcpy Classifiers: 0.562000
Memcpy Instances: 8.761000
Kernel 1: 0.025000
Kernel 2: 106.871002
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005559 accuracy2:0.234779
Initialization: 6.608000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.876000
Kernel 1: 0.023000
Kernel 2: 108.711998
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.004854 0.636364 fi:0.463405. Ave ac:0.011347,0.015871
Initialization: 6.469000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.275000
Kernel 1: 0.024000
Kernel 2: 113.712997
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.005778 0.625000 fi:0.474405. Ave ac:0.014985,0.016621
Initialization: 6.499000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.735000
Kernel 1: 0.024000
Kernel 2: 110.363998
Copyback: 0.018000
Sum: 0.035000
It 2,Best ac:0.003004 1.000000 fi:0.367211. Ave ac:0.015151,0.018512
Initialization: 6.451000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.707000
Kernel 1: 0.024000
Kernel 2: 109.619003
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005315 0.657143 fi:0.442445. Ave ac:0.014716,0.020359
Initialization: 6.780000
Memcpy Classifiers: 0.438000
Memcpy Instances: 10.069000
Kernel 1: 0.023000
Kernel 2: 108.942001
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.005548 0.727273 fi:0.372221. Ave ac:0.016626,0.018467
Initialization: 6.517000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.718000
Kernel 1: 0.038000
Kernel 2: 108.110001
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.008551 0.804348 fi:0.293959. Ave ac:0.017043,0.022234
Initialization: 6.930000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.733000
Kernel 1: 0.025000
Kernel 2: 105.406998
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.006009 0.742857 fi:0.356456. Ave ac:0.014541,0.018517
Initialization: 6.406000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.713000
Kernel 1: 0.025000
Kernel 2: 103.602997
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.005084 0.709677 fi:0.390002. Ave ac:0.013863,0.017163
Initialization: 6.521000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.751000
Kernel 1: 0.025000
Kernel 2: 105.977997
Copyback: 0.017000
Sum: 0.037000
It 8,Best ac:0.006240 0.818182 fi:0.281040. Ave ac:0.015914,0.019306
Initialization: 6.443000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.782000
Kernel 1: 0.023000
Kernel 2: 103.990997
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.007166 0.815789 fi:0.283064. Ave ac:0.012933,0.016115
Iteration 10:MDL fitness activated
Error 0.283064 TL 0.034282
MDL Theory Length Weight: 2.7522725589 (2)
Initialization: 6.666000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.740000
Kernel 1: 0.024000
Kernel 2: 103.263000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.005547 0.923077 fi:0.241687. Ave ac:0.012127,0.014279
Initialization: 6.481000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.190000
Kernel 1: 0.024000
Kernel 2: 98.588997
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.005547 0.800000 fi:0.390285. Ave ac:0.010984,0.013385
Initialization: 6.561000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.727000
Kernel 1: 0.025000
Kernel 2: 97.120003
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.004391 0.826087 fi:0.352312. Ave ac:0.013189,0.019818
Initialization: 6.676000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.732000
Kernel 1: 0.024000
Kernel 2: 93.088997
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.006240 0.870968 fi:0.311398. Ave ac:0.012256,0.015084
Initialization: 6.416000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.734000
Kernel 1: 0.025000
Kernel 2: 93.041000
Copyback: 0.018000
Sum: 0.032000
It 14,Best ac:0.006702 0.805556 fi:0.338969. Ave ac:0.013083,0.017342
Initialization: 6.460000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.807000
Kernel 1: 0.023000
Kernel 2: 95.478996
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.005778 0.862069 fi:0.321304. Ave ac:0.012816,0.018310
Initialization: 6.465000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.709000
Kernel 1: 0.025000
Kernel 2: 94.238998
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004853 0.807692 fi:0.339871. Ave ac:0.013978,0.021703
Initialization: 6.386000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.969000
Kernel 1: 0.024000
Kernel 2: 91.352997
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.004621 0.909091 fi:0.265153. Ave ac:0.013668,0.016811
Initialization: 6.997000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.822000
Kernel 1: 0.024000
Kernel 2: 89.114998
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.004391 0.826087 fi:0.359722. Ave ac:0.013035,0.021066
Initialization: 7.410000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.109000
Kernel 1: 0.024000
Kernel 2: 87.875000
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.007164 0.815789 fi:0.355154. Ave ac:0.014242,0.022684
MDL Theory Length Weight: 2.4770453030 (12)
Initialization: 6.386000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.718000
Kernel 1: 0.025000
Kernel 2: 88.149002
Copyback: 0.018000
Sum: 0.028000
It 20,Best ac:0.005315 0.884615 fi:0.305208. Ave ac:0.015297,0.022931
Initialization: 6.923000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.740000
Kernel 1: 0.023000
Kernel 2: 89.482002
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.005779 0.961538 fi:0.217296. Ave ac:0.013245,0.015144
Initialization: 6.415000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.239000
Kernel 1: 0.024000
Kernel 2: 88.070999
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.004853 0.913043 fi:0.261085. Ave ac:0.012859,0.021355
Initialization: 6.355000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.751000
Kernel 1: 0.025000
Kernel 2: 87.323997
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.005547 0.857143 fi:0.323924. Ave ac:0.010135,0.013157
Initialization: 6.374000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.717000
Kernel 1: 0.025000
Kernel 2: 88.257004
Copyback: 0.018000
Sum: 0.033000
It 24,Best ac:0.006471 0.848485 fi:0.317527. Ave ac:0.010415,0.012842
Initialization: 6.485000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.761000
Kernel 1: 0.024000
Kernel 2: 85.385002
Copyback: 0.018000
Sum: 0.034000
It 25,Best ac:0.004391 0.904762 fi:0.282668. Ave ac:0.008261,0.008564
Initialization: 6.525000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.786000
Kernel 1: 0.025000
Kernel 2: 91.757004
Copyback: 0.372000
Sum: 0.029000
It 26,Best ac:0.004853 0.875000 fi:0.287380. Ave ac:0.012265,0.017726
Initialization: 6.494000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.702000
Kernel 1: 0.025000
Kernel 2: 91.703003
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.006472 0.823529 fi:0.339901. Ave ac:0.011141,0.016965
Initialization: 6.487000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.806000
Kernel 1: 0.025000
Kernel 2: 93.197998
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.005315 0.821429 fi:0.358085. Ave ac:0.013180,0.022119
Initialization: 6.396000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.194000
Kernel 1: 0.024000
Kernel 2: 89.684998
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.005315 0.920000 fi:0.237097. Ave ac:0.011007,0.011937
Initialization: 6.401000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.747000
Kernel 1: 0.025000
Kernel 2: 88.106003
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.006240 0.818182 fi:0.324236. Ave ac:0.010449,0.014131
MDL Theory Length Weight: 2.2293407727 (10)
Initialization: 6.462000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.713000
Kernel 1: 0.026000
Kernel 2: 88.566002
Copyback: 0.018000
Sum: 0.036000
It 31,Best ac:0.005084 0.846154 fi:0.308424. Ave ac:0.010457,0.016187
Initialization: 6.357000
Memcpy Classifiers: 0.835000
Memcpy Instances: 8.756000
Kernel 1: 0.024000
Kernel 2: 88.572998
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.004852 0.840000 fi:0.331259. Ave ac:0.013195,0.020432
Initialization: 6.355000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.761000
Kernel 1: 0.025000
Kernel 2: 91.208000
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.006009 0.838710 fi:0.297645. Ave ac:0.012798,0.019214
Initialization: 25.202999
Memcpy Instances: 429.335999
Memcpy Classifiers: 0.065000
Kernel 1: 0.026000
Kernel 2: 478.248993
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 498.322998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 503.035004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.267000
Kernel 2: 481.365997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 485.289001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 501.316986
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.136000
Kernel 1: 0.022000
Kernel 2: 493.500000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 487.921997
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 479.651001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 494.579010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 513.245972
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 447.132996
Copyback: 0.022000
Sum: 0.005000
It 34,Best ac:0.004701 0.716197 fi:0.435392. Ave ac:0.012922,0.044450
Best acc 0.004701 0.716197
Rule:Att PSSM_-2_12 is [<-3.207167]|Att PSSM_-1_7 is [-5.789275,-0.563838]|Att PSSM_0_12 is [<-3.993928]|Att PSSM_1_4 is [<-0.786725]|Att PSSM_1_15 is [-4.486843,6.574896]|1
Accuracy : 0.751916
0	1	
160305	3775	
54435	16123	
Removed 1608 instances. 214740 Instances left. Acc of rule 0.005357-0.720771
Initialization: 6.440000
Memcpy Classifiers: 0.542000
Memcpy Instances: 9.038000
Kernel 1: 0.027000
Kernel 2: 104.071999
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005573 accuracy2:0.238573
Initialization: 6.427000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.717000
Kernel 1: 0.025000
Kernel 2: 110.741997
Copyback: 0.017000
Sum: 0.043000
It 0,Best ac:0.004657 0.555556 fi:0.544268. Ave ac:0.011406,0.014611
Initialization: 6.394000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.773000
Kernel 1: 0.025000
Kernel 2: 108.372002
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.005356 0.575000 fi:0.524541. Ave ac:0.013407,0.014559
Initialization: 6.392000
Memcpy Classifiers: 0.430000
Memcpy Instances: 8.688000
Kernel 1: 0.026000
Kernel 2: 109.761002
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.007218 0.673913 fi:0.424883. Ave ac:0.013620,0.014806
Initialization: 6.349000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.639000
Kernel 1: 0.026000
Kernel 2: 105.598999
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.005355 0.696970 fi:0.402573. Ave ac:0.012052,0.011501
Initialization: 6.367000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.710000
Kernel 1: 0.025000
Kernel 2: 103.530998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004191 0.750000 fi:0.355326. Ave ac:0.011091,0.011816
Initialization: 6.542000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.847000
Kernel 1: 0.026000
Kernel 2: 101.568001
Copyback: 0.022000
Sum: 0.033000
It 5,Best ac:0.006055 0.722222 fi:0.377039. Ave ac:0.009921,0.009380
Initialization: 7.537000
Memcpy Classifiers: 0.471000
Memcpy Instances: 9.289000
Kernel 1: 0.025000
Kernel 2: 101.367996
Copyback: 0.020000
Sum: 0.033000
It 6,Best ac:0.005123 0.880000 fi:0.219635. Ave ac:0.009347,0.009598
Initialization: 6.454000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.757000
Kernel 1: 0.025000
Kernel 2: 99.023003
Copyback: 0.017000
Sum: 0.037000
It 7,Best ac:0.006754 0.805556 fi:0.293425. Ave ac:0.008708,0.010460
Initialization: 6.372000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.786000
Kernel 1: 0.024000
Kernel 2: 99.345001
Copyback: 0.019000
Sum: 0.033000
It 8,Best ac:0.004424 0.791667 fi:0.308250. Ave ac:0.010048,0.010081
Initialization: 7.153000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.399000
Kernel 1: 0.025000
Kernel 2: 96.745003
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004657 0.869565 fi:0.230258. Ave ac:0.009913,0.010154
Iteration 10:MDL fitness activated
Error 0.230258 TL 0.037026
MDL Theory Length Weight: 2.0729614528 (4)
Initialization: 7.286000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.700000
Kernel 1: 0.025000
Kernel 2: 98.286003
Copyback: 0.017000
Sum: 0.037000
It 10,Best ac:0.004192 0.900000 fi:0.293168. Ave ac:0.008685,0.008429
Initialization: 7.106000
Memcpy Classifiers: 0.363000
Memcpy Instances: 10.056000
Kernel 1: 0.024000
Kernel 2: 94.622002
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.004889 0.750000 fi:0.417655. Ave ac:0.008685,0.009079
Initialization: 6.379000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.731000
Kernel 1: 0.025000
Kernel 2: 95.459999
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.007452 0.864865 fi:0.289210. Ave ac:0.012239,0.011472
Initialization: 6.443000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.912000
Kernel 1: 0.025000
Kernel 2: 95.089996
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.006752 0.828571 fi:0.327994. Ave ac:0.009473,0.009318
Initialization: 7.267000
Memcpy Classifiers: 0.342000
Memcpy Instances: 9.359000
Kernel 1: 0.024000
Kernel 2: 90.886002
Copyback: 0.018000
Sum: 0.034000
It 14,Best ac:0.007914 0.894737 fi:0.248297. Ave ac:0.009335,0.009858
Initialization: 6.514000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.922000
Kernel 1: 0.023000
Kernel 2: 93.014000
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.009313 0.851064 fi:0.312955. Ave ac:0.008072,0.007106
Initialization: 6.706000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.639000
Kernel 1: 0.024000
Kernel 2: 92.841003
Copyback: 0.020000
Sum: 0.035000
It 16,Best ac:0.004657 0.952381 fi:0.217664. Ave ac:0.007729,0.005795
Initialization: 6.422000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.659000
Kernel 1: 0.025000
Kernel 2: 91.069000
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.004190 0.818182 fi:0.346957. Ave ac:0.006450,0.004662
Initialization: 6.406000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.219000
Kernel 1: 0.024000
Kernel 2: 92.246002
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.005122 0.846154 fi:0.315562. Ave ac:0.008500,0.006736
Initialization: 6.440000
Memcpy Classifiers: 0.355000
Memcpy Instances: 9.696000
Kernel 1: 0.023000
Kernel 2: 92.107002
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.005355 0.793103 fi:0.346721. Ave ac:0.007469,0.005575
Initialization: 6.413000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.678000
Kernel 1: 0.025000
Kernel 2: 88.755997
Copyback: 0.017000
Sum: 0.035000
It 20,Best ac:0.005355 0.920000 fi:0.239361. Ave ac:0.009272,0.007901
Initialization: 6.367000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.673000
Kernel 1: 0.025000
Kernel 2: 86.959000
Copyback: 0.017000
Sum: 0.038000
It 21,Best ac:0.004191 0.900000 fi:0.258813. Ave ac:0.008251,0.005997
Initialization: 6.197000
Memcpy Classifiers: 0.323000
Memcpy Instances: 9.265000
Kernel 1: 0.024000
Kernel 2: 86.960999
Copyback: 0.017000
Sum: 0.035000
It 22,Best ac:0.006519 0.800000 fi:0.355955. Ave ac:0.009116,0.006013
Initialization: 6.403000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.724000
Kernel 1: 0.025000
Kernel 2: 87.769997
Copyback: 0.017000
Sum: 0.013000
It 23,Best ac:0.010244 0.862745 fi:0.286833. Ave ac:0.008772,0.006616
Initialization: 6.374000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.680000
Kernel 1: 0.024000
Kernel 2: 90.125000
Copyback: 0.018000
Sum: 0.041000
It 24,Best ac:0.003726 0.888889 fi:0.373115. Ave ac:0.006370,0.005909
Initialization: 6.888000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.646000
Kernel 1: 0.025000
Kernel 2: 89.844002
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.005822 0.892857 fi:0.244857. Ave ac:0.010968,0.010267
MDL Theory Length Weight: 1.8656653076 (10)
Initialization: 6.715000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.701000
Kernel 1: 0.025000
Kernel 2: 87.737999
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.004423 0.904762 fi:0.236025. Ave ac:0.009013,0.008171
Initialization: 6.645000
Memcpy Classifiers: 0.337000
Memcpy Instances: 8.636000
Kernel 1: 0.079000
Kernel 2: 87.142998
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.006288 0.900000 fi:0.253563. Ave ac:0.008974,0.007364
Initialization: 6.404000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.654000
Kernel 1: 0.026000
Kernel 2: 83.822998
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.004191 0.900000 fi:0.252686. Ave ac:0.008611,0.007275
Initialization: 6.475000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.647000
Kernel 1: 0.029000
Kernel 2: 81.203003
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.004891 0.954545 fi:0.195463. Ave ac:0.007347,0.004857
Initialization: 6.411000
Memcpy Classifiers: 0.363000
Memcpy Instances: 9.168000
Kernel 1: 0.025000
Kernel 2: 80.787003
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.004192 0.947368 fi:0.203717. Ave ac:0.006465,0.005007
Initialization: 6.570000
Memcpy Classifiers: 0.352000
Memcpy Instances: 9.170000
Kernel 1: 0.024000
Kernel 2: 80.475998
Copyback: 0.017000
Sum: 0.037000
It 31,Best ac:0.005122 0.880000 fi:0.248393. Ave ac:0.006695,0.004573
Initialization: 7.892000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.838000
Kernel 1: 0.024000
Kernel 2: 80.320999
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.005121 0.814815 fi:0.349595. Ave ac:0.006287,0.004372
Initialization: 6.380000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.774000
Kernel 1: 0.038000
Kernel 2: 80.222000
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.004657 0.869565 fi:0.286900. Ave ac:0.007253,0.004914
Initialization: 24.916000
Memcpy Instances: 424.424988
Memcpy Classifiers: 0.064000
Kernel 1: 0.027000
Kernel 2: 453.230011
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.057000
Kernel 1: 0.017000
Kernel 2: 475.802002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.016000
Kernel 2: 466.666992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 468.855011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 465.953003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 473.635010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 453.977997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 467.713013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.016000
Kernel 2: 467.511993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 470.496002
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.016000
Kernel 2: 477.917999
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.015000
Kernel 2: 446.566986
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.004550 0.719440 fi:0.434258. Ave ac:0.007971,0.026322
Best acc 0.004550 0.719440
Initialization: 6.821000
Memcpy Classifiers: 0.586000
Memcpy Instances: 8.668000
Kernel 1: 0.026000
Kernel 2: 105.392998
Copyback: 0.370000
Sum: 0.052000
Initial population average accuracy1:0.005091 accuracy2:0.237492
Initialization: 6.362000
Memcpy Classifiers: 0.526000
Memcpy Instances: 8.666000
Kernel 1: 0.024000
Kernel 2: 108.896004
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.006519 0.622222 fi:0.476852. Ave ac:0.010278,0.014082
Initialization: 6.301000
Memcpy Classifiers: 0.477000
Memcpy Instances: 8.743000
Kernel 1: 0.025000
Kernel 2: 113.047997
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.006054 0.666667 fi:0.432596. Ave ac:0.015387,0.018827
Initialization: 6.213000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.709000
Kernel 1: 0.023000
Kernel 2: 109.744003
Copyback: 0.017000
Sum: 0.034000
It 2,Best ac:0.005821 0.657895 fi:0.441462. Ave ac:0.017343,0.018262
Initialization: 6.297000
Memcpy Classifiers: 0.452000
Memcpy Instances: 9.154000
Kernel 1: 0.025000
Kernel 2: 109.900002
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005122 0.785714 fi:0.313922. Ave ac:0.014635,0.016172
Initialization: 6.849000
Memcpy Classifiers: 0.535000
Memcpy Instances: 8.686000
Kernel 1: 0.025000
Kernel 2: 109.780998
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004191 0.782609 fi:0.322717. Ave ac:0.013115,0.013965
Initialization: 6.301000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.652000
Kernel 1: 0.026000
Kernel 2: 108.619003
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004658 0.740741 fi:0.359081. Ave ac:0.010030,0.011904
Initialization: 6.380000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.010000
Kernel 1: 0.025000
Kernel 2: 107.264999
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005821 0.735294 fi:0.364062. Ave ac:0.008143,0.010730
Initialization: 6.561000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.673000
Kernel 1: 0.024000
Kernel 2: 104.137001
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.004191 0.750000 fi:0.355326. Ave ac:0.008797,0.009507
Initialization: 6.173000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.159000
Kernel 1: 0.024000
Kernel 2: 103.633003
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.006519 0.756757 fi:0.342319. Ave ac:0.009455,0.010627
Initialization: 6.354000
Memcpy Classifiers: 0.381000
Memcpy Instances: 10.109000
Kernel 1: 0.023000
Kernel 2: 104.740997
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.004657 0.800000 fi:0.299823. Ave ac:0.008758,0.009016
Iteration 10:MDL fitness activated
Error 0.299823 TL 0.025826
MDL Theory Length Weight: 3.8698386193 (1)
Initialization: 6.404000
Memcpy Classifiers: 0.370000
Memcpy Instances: 8.656000
Kernel 1: 0.024000
Kernel 2: 103.412003
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.006286 0.870968 fi:0.384475. Ave ac:0.007117,0.007527
Initialization: 6.459000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.651000
Kernel 1: 0.025000
Kernel 2: 104.957001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.006521 0.875000 fi:0.372710. Ave ac:0.008655,0.007881
Initialization: 6.313000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.722000
Kernel 1: 0.025000
Kernel 2: 103.967003
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.004889 0.875000 fi:0.358915. Ave ac:0.007045,0.006152
Initialization: 6.427000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.670000
Kernel 1: 0.024000
Kernel 2: 104.093002
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.007682 0.868421 fi:0.387363. Ave ac:0.007095,0.006010
Initialization: 6.365000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.647000
Kernel 1: 0.025000
Kernel 2: 108.766998
Copyback: 0.018000
Sum: 0.039000
It 14,Best ac:0.006519 0.903226 fi:0.337444. Ave ac:0.006610,0.006244
Initialization: 6.452000
Memcpy Classifiers: 0.420000
Memcpy Instances: 8.862000
Kernel 1: 0.024000
Kernel 2: 104.908997
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.005822 0.892857 fi:0.329554. Ave ac:0.007260,0.005360
Initialization: 7.046000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.847000
Kernel 1: 0.026000
Kernel 2: 107.331001
Copyback: 0.017000
Sum: 0.201000
It 16,Best ac:0.004191 0.900000 fi:0.337142. Ave ac:0.007087,0.006188
Initialization: 6.393000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.669000
Kernel 1: 0.025000
Kernel 2: 102.737999
Copyback: 0.018000
Sum: 0.034000
It 17,Best ac:0.004657 0.869565 fi:0.330197. Ave ac:0.005990,0.007228
Initialization: 6.433000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.670000
Kernel 1: 0.026000
Kernel 2: 106.108002
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.005122 0.846154 fi:0.347495. Ave ac:0.008005,0.007674
Initialization: 6.426000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.888000
Kernel 1: 0.024000
Kernel 2: 100.809998
Copyback: 0.018000
Sum: 0.039000
It 19,Best ac:0.005821 0.757576 fi:0.457075. Ave ac:0.008919,0.011218
Initialization: 6.448000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.678000
Kernel 1: 0.025000
Kernel 2: 99.124001
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.005123 0.785714 fi:0.423707. Ave ac:0.008276,0.008561
Initialization: 6.293000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.690000
Kernel 1: 0.024000
Kernel 2: 100.236000
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.004658 0.666667 fi:0.520610. Ave ac:0.007854,0.010828
Initialization: 6.296000
Memcpy Classifiers: 0.351000
Memcpy Instances: 10.490000
Kernel 1: 0.023000
Kernel 2: 100.318001
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.005122 0.814815 fi:0.394609. Ave ac:0.008807,0.006625
Initialization: 6.348000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.781000
Kernel 1: 0.025000
Kernel 2: 101.525002
Copyback: 0.017000
Sum: 0.037000
It 23,Best ac:0.004889 0.840000 fi:0.321524. Ave ac:0.009824,0.012698
Initialization: 6.307000
Memcpy Classifiers: 0.346000
Memcpy Instances: 8.738000
Kernel 1: 0.024000
Kernel 2: 96.803001
Copyback: 0.017000
Sum: 0.039000
It 24,Best ac:0.004191 0.857143 fi:0.346975. Ave ac:0.010378,0.011405
Initialization: 6.361000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.671000
Kernel 1: 0.025000
Kernel 2: 96.551003
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.004891 0.913043 fi:0.262613. Ave ac:0.008567,0.008825
Initialization: 6.323000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.013000
Kernel 1: 0.024000
Kernel 2: 92.964996
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.005587 0.888889 fi:0.295670. Ave ac:0.008893,0.011115
Initialization: 6.347000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.719000
Kernel 1: 0.024000
Kernel 2: 94.681999
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.004657 0.869565 fi:0.317713. Ave ac:0.006606,0.009179
Initialization: 6.360000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.672000
Kernel 1: 0.026000
Kernel 2: 96.012001
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.004424 0.760000 fi:0.431222. Ave ac:0.007810,0.009802
Initialization: 6.308000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.705000
Kernel 1: 0.025000
Kernel 2: 91.871002
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.005355 0.793103 fi:0.368234. Ave ac:0.009103,0.009080
Initialization: 6.883000
Memcpy Classifiers: 0.365000
Memcpy Instances: 13.346000
Kernel 1: 0.023000
Kernel 2: 92.600998
Copyback: 0.017000
Sum: 0.036000
It 30,Best ac:0.004657 0.869565 fi:0.330000. Ave ac:0.006816,0.006643
Initialization: 6.397000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.723000
Kernel 1: 0.025000
Kernel 2: 90.772003
Copyback: 0.017000
Sum: 0.037000
It 31,Best ac:0.005821 0.735294 fi:0.436199. Ave ac:0.008460,0.010192
Initialization: 6.424000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.676000
Kernel 1: 0.025000
Kernel 2: 91.752998
Copyback: 0.017000
Sum: 0.039000
It 32,Best ac:0.008847 0.775510 fi:0.392845. Ave ac:0.007326,0.008687
Initialization: 6.363000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.719000
Kernel 1: 0.024000
Kernel 2: 91.172997
Copyback: 0.017000
Sum: 0.036000
It 33,Best ac:0.004658 0.869565 fi:0.317902. Ave ac:0.009308,0.007710
Initialization: 24.716000
Memcpy Instances: 423.431000
Memcpy Classifiers: 0.065000
Kernel 1: 0.028000
Kernel 2: 493.778992
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 515.072998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 496.946991
Copyback: 0.015000
Sum: 0.004000
Memcpy Classifiers: 0.064000
Kernel 1: 0.016000
Kernel 2: 497.371002
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 495.261993
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.016000
Kernel 2: 506.502991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 493.256012
Copyback: 0.017000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 503.130005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 504.541992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 501.091003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 508.115997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 488.257996
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005467 0.724691 fi:0.459915. Ave ac:0.007938,0.026828
Best acc 0.005467 0.724691
Rule:Att PSSM_-3_12 is [<0.999774]|Att PSSM_-1_6 is [<8.296559]|Att PSSM_0_9 is [-6.824593,-4.851498]|Att PSSM_2_15 is [<2.735883]|Att PSSM_3_1 is [>-1.090308]|Att PSSM_3_15 is [-6.434724,-2.305872]|Att PSSM_3_20 is [-2.914362,5.375001]|Att PSSM_4_7 is [<-0.638891]|Att PSSM_4_9 is [-6.447403,10.423333]|1
Accuracy : 0.755018
0	1	
159859	4221	
53261	17297	
Removed 1620 instances. 213120 Instances left. Acc of rule 0.005467-0.724691
Initialization: 6.344000
Memcpy Classifiers: 0.547000
Memcpy Instances: 8.594000
Kernel 1: 0.027000
Kernel 2: 102.142998
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005633 accuracy2:0.231978
Initialization: 6.320000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.657000
Kernel 1: 0.025000
Kernel 2: 108.134003
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.018301 0.537931 fi:0.556312. Ave ac:0.011812,0.016033
Initialization: 7.491000
Memcpy Classifiers: 0.509000
Memcpy Instances: 8.608000
Kernel 1: 0.025000
Kernel 2: 107.695000
Copyback: 0.021000
Sum: 0.037000
It 1,Best ac:0.020877 0.601351 fi:0.491885. Ave ac:0.014328,0.015763
Initialization: 6.353000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.023000
Kernel 1: 0.024000
Kernel 2: 104.398003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.007039 0.789474 fi:0.309353. Ave ac:0.014107,0.014614
Initialization: 6.375000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.600000
Kernel 1: 0.026000
Kernel 2: 101.913002
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.003285 0.933333 fi:0.355127. Ave ac:0.015059,0.015268
Initialization: 6.306000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.669000
Kernel 1: 0.025000
Kernel 2: 102.795998
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.006100 0.666667 fi:0.432542. Ave ac:0.015409,0.016031
Initialization: 6.386000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.730000
Kernel 1: 0.023000
Kernel 2: 99.061996
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.004693 0.714286 fi:0.385495. Ave ac:0.016812,0.016784
Initialization: 6.386000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.632000
Kernel 1: 0.025000
Kernel 2: 96.268997
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.006100 0.787879 fi:0.311329. Ave ac:0.015580,0.017288
Initialization: 6.398000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.638000
Kernel 1: 0.024000
Kernel 2: 100.855003
Copyback: 0.370000
Sum: 0.037000
It 7,Best ac:0.009385 0.666667 fi:0.431205. Ave ac:0.013335,0.014852
Initialization: 6.297000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.615000
Kernel 1: 0.024000
Kernel 2: 101.357002
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.004693 0.769231 fi:0.330550. Ave ac:0.015223,0.017098
Initialization: 6.420000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.671000
Kernel 1: 0.023000
Kernel 2: 100.296997
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005161 0.785714 fi:0.313878. Ave ac:0.012856,0.014422
Iteration 10:MDL fitness activated
Error 0.313878 TL 0.028059
MDL Theory Length Weight: 3.7287581178 (8)
Initialization: 6.449000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.620000
Kernel 1: 0.026000
Kernel 2: 96.495003
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.007506 0.842105 fi:0.351780. Ave ac:0.014297,0.015476
Initialization: 6.334000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.585000
Kernel 1: 0.025000
Kernel 2: 95.056999
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.005162 0.846154 fi:0.342784. Ave ac:0.012298,0.013967
Initialization: 6.820000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.579000
Kernel 1: 0.025000
Kernel 2: 91.547997
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.004692 0.740741 fi:0.447156. Ave ac:0.013026,0.013624
Initialization: 6.356000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.576000
Kernel 1: 0.025000
Kernel 2: 90.702003
Copyback: 0.017000
Sum: 0.030000
It 13,Best ac:0.006570 0.848485 fi:0.358822. Ave ac:0.016536,0.018656
Initialization: 6.418000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.574000
Kernel 1: 0.031000
Kernel 2: 95.144997
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.003988 0.894737 fi:0.350145. Ave ac:0.014069,0.020391
Initialization: 6.340000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.086000
Kernel 1: 0.024000
Kernel 2: 93.390999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.003988 0.894737 fi:0.367849. Ave ac:0.011401,0.013403
Initialization: 6.339000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.577000
Kernel 1: 0.025000
Kernel 2: 96.660004
Copyback: 0.019000
Sum: 0.028000
It 16,Best ac:0.004457 0.863636 fi:0.314897. Ave ac:0.010365,0.012296
Initialization: 6.284000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.603000
Kernel 1: 0.025000
Kernel 2: 97.809998
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.006804 0.852941 fi:0.323117. Ave ac:0.011308,0.013205
Initialization: 6.426000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.576000
Kernel 1: 0.025000
Kernel 2: 93.387001
Copyback: 0.016000
Sum: 0.033000
It 18,Best ac:0.005162 0.846154 fi:0.356725. Ave ac:0.012285,0.016989
Initialization: 6.337000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.566000
Kernel 1: 0.026000
Kernel 2: 96.564003
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.003989 0.894737 fi:0.334975. Ave ac:0.010137,0.009913
Initialization: 6.307000
Memcpy Classifiers: 0.301000
Memcpy Instances: 11.378000
Kernel 1: 0.023000
Kernel 2: 93.221001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.004693 0.800000 fi:0.363265. Ave ac:0.011546,0.013311
Initialization: 6.438000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.835000
Kernel 1: 0.023000
Kernel 2: 90.070000
Copyback: 0.018000
Sum: 0.031000
It 21,Best ac:0.003988 0.894737 fi:0.351760. Ave ac:0.012009,0.013221
Initialization: 6.863000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.606000
Kernel 1: 0.024000
Kernel 2: 87.736000
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.006804 0.805556 fi:0.371058. Ave ac:0.010286,0.010592
Initialization: 6.307000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.098000
Kernel 1: 0.024000
Kernel 2: 86.683998
Copyback: 0.016000
Sum: 0.031000
It 23,Best ac:0.005162 0.785714 fi:0.398301. Ave ac:0.010309,0.013207
Initialization: 6.367000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.577000
Kernel 1: 0.025000
Kernel 2: 87.972000
Copyback: 0.018000
Sum: 0.028000
It 24,Best ac:0.004690 0.909091 fi:0.269275. Ave ac:0.010881,0.012515
Initialization: 6.847000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.617000
Kernel 1: 0.024000
Kernel 2: 89.987999
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.004222 0.818182 fi:0.382208. Ave ac:0.011099,0.011983
Initialization: 6.433000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.575000
Kernel 1: 0.025000
Kernel 2: 88.660004
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.004458 0.950000 fi:0.224477. Ave ac:0.013498,0.015604
Initialization: 6.345000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.602000
Kernel 1: 0.023000
Kernel 2: 87.400002
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.006803 0.805556 fi:0.368423. Ave ac:0.010098,0.010962
Initialization: 6.434000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.585000
Kernel 1: 0.025000
Kernel 2: 86.748001
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.004690 0.800000 fi:0.384208. Ave ac:0.011191,0.013290
Initialization: 12.928000
Memcpy Classifiers: 0.349000
Memcpy Instances: 8.887000
Kernel 1: 0.024000
Kernel 2: 86.603996
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.006100 0.928571 fi:0.238020. Ave ac:0.013861,0.014184
Initialization: 6.620000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.596000
Kernel 1: 0.024000
Kernel 2: 88.372002
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.004223 0.947368 fi:0.227204. Ave ac:0.011938,0.011837
Initialization: 6.432000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.574000
Kernel 1: 0.024000
Kernel 2: 88.051003
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.005161 0.880000 fi:0.300950. Ave ac:0.010781,0.010344
Initialization: 6.359000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.598000
Kernel 1: 0.023000
Kernel 2: 86.987000
Copyback: 0.018000
Sum: 0.026000
It 32,Best ac:0.006100 0.866667 fi:0.297750. Ave ac:0.011043,0.009944
Initialization: 6.435000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.560000
Kernel 1: 0.024000
Kernel 2: 85.281998
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.004223 0.900000 fi:0.265104. Ave ac:0.008970,0.011575
Initialization: 25.183001
Memcpy Instances: 419.799011
Memcpy Classifiers: 0.052000
Kernel 1: 0.026000
Kernel 2: 491.649994
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 481.217987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 462.519989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 488.651001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 485.108002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 476.365997
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 479.838013
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 484.218994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 482.303009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.012000
Kernel 2: 496.552002
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.015000
Kernel 2: 477.394989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 280.213013
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004340 0.707187 fi:0.474099. Ave ac:0.008172,0.026467
Best acc 0.004340 0.707187
Initialization: 6.390000
Memcpy Classifiers: 0.596000
Memcpy Instances: 8.615000
Kernel 1: 0.024000
Kernel 2: 103.518997
Copyback: 0.017000
Sum: 0.051000
Initial population average accuracy1:0.005938 accuracy2:0.230085
Initialization: 6.472000
Memcpy Classifiers: 0.493000
Memcpy Instances: 8.680000
Kernel 1: 0.021000
Kernel 2: 111.753998
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.003988 0.566667 fi:0.570132. Ave ac:0.011454,0.015903
Initialization: 6.314000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.568000
Kernel 1: 0.025000
Kernel 2: 114.949997
Copyback: 0.018000
Sum: 0.036000
It 1,Best ac:0.007039 0.526316 fi:0.572511. Ave ac:0.015331,0.016447
Initialization: 6.550000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.651000
Kernel 1: 0.024000
Kernel 2: 108.135002
Copyback: 0.019000
Sum: 0.055000
It 2,Best ac:0.007977 0.618182 fi:0.480263. Ave ac:0.015708,0.019625
Initialization: 6.354000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.097000
Kernel 1: 0.023000
Kernel 2: 105.031998
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.005162 0.733333 fi:0.366257. Ave ac:0.017303,0.019669
Initialization: 6.709000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.605000
Kernel 1: 0.024000
Kernel 2: 103.588997
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.007272 0.673913 fi:0.424821. Ave ac:0.015395,0.017486
Initialization: 6.416000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.617000
Kernel 1: 0.023000
Kernel 2: 102.627998
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.004692 0.714286 fi:0.385495. Ave ac:0.014759,0.015223
Initialization: 6.884000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.657000
Kernel 1: 0.023000
Kernel 2: 101.287003
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.008679 0.787234 fi:0.310927. Ave ac:0.013199,0.014977
Initialization: 6.664000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.608000
Kernel 1: 0.022000
Kernel 2: 103.454002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004693 0.800000 fi:0.299781. Ave ac:0.011908,0.012899
Initialization: 6.400000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.631000
Kernel 1: 0.027000
Kernel 2: 101.294998
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.005863 0.757576 fi:0.341730. Ave ac:0.010365,0.009126
Initialization: 6.868000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.611000
Kernel 1: 0.023000
Kernel 2: 105.177002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.005864 0.892857 fi:0.206447. Ave ac:0.008714,0.008384
Iteration 10:MDL fitness activated
Error 0.206447 TL 0.044020
MDL Theory Length Weight: 1.5632865285 (1)
Initialization: 6.392000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.654000
Kernel 1: 0.023000
Kernel 2: 102.265999
Copyback: 0.017000
Sum: 0.038000
It 10,Best ac:0.005631 0.888889 fi:0.263816. Ave ac:0.009483,0.009005
Initialization: 6.371000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.641000
Kernel 1: 0.024000
Kernel 2: 101.595001
Copyback: 0.018000
Sum: 0.036000
It 11,Best ac:0.004222 0.782609 fi:0.352030. Ave ac:0.007659,0.007503
Initialization: 6.376000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.634000
Kernel 1: 0.024000
Kernel 2: 98.150002
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.005162 0.846154 fi:0.307271. Ave ac:0.008017,0.007745
Initialization: 6.340000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.819000
Kernel 1: 0.023000
Kernel 2: 98.614998
Copyback: 0.018000
Sum: 0.030000
It 13,Best ac:0.009151 0.812500 fi:0.329108. Ave ac:0.008143,0.008957
Initialization: 6.354000
Memcpy Classifiers: 0.536000
Memcpy Instances: 8.689000
Kernel 1: 0.023000
Kernel 2: 99.681999
Copyback: 0.017000
Sum: 0.041000
It 14,Best ac:0.005162 0.916667 fi:0.235469. Ave ac:0.007262,0.006394
Initialization: 6.504000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.813000
Kernel 1: 0.023000
Kernel 2: 98.832001
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.005162 0.880000 fi:0.276861. Ave ac:0.007261,0.006238
Initialization: 6.368000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.878000
Kernel 1: 0.023000
Kernel 2: 104.571999
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.004693 0.909091 fi:0.247961. Ave ac:0.008367,0.006342
Initialization: 6.386000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.564000
Kernel 1: 0.024000
Kernel 2: 104.693001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.004223 0.857143 fi:0.282183. Ave ac:0.007211,0.005126
Initialization: 6.253000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.702000
Kernel 1: 0.023000
Kernel 2: 101.210999
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.005161 0.785714 fi:0.364618. Ave ac:0.006741,0.006117
Initialization: 6.387000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.641000
Kernel 1: 0.023000
Kernel 2: 105.008003
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.004457 0.826087 fi:0.312752. Ave ac:0.007080,0.005340
Initialization: 6.879000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.599000
Kernel 1: 0.023000
Kernel 2: 105.875000
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.008210 0.897436 fi:0.249656. Ave ac:0.008406,0.007765
Initialization: 6.365000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.607000
Kernel 1: 0.024000
Kernel 2: 101.788002
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.008916 0.844444 fi:0.298230. Ave ac:0.008591,0.006244
Initialization: 6.559000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.663000
Kernel 1: 0.024000
Kernel 2: 101.541000
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.007974 0.739130 fi:0.398278. Ave ac:0.006323,0.005013
Initialization: 6.337000
Memcpy Classifiers: 0.341000
Memcpy Instances: 9.639000
Kernel 1: 0.023000
Kernel 2: 99.948997
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.004223 0.857143 fi:0.289727. Ave ac:0.007092,0.005508
MDL Theory Length Weight: 1.4069578757 (10)
Initialization: 6.585000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.569000
Kernel 1: 0.025000
Kernel 2: 101.460999
Copyback: 0.017000
Sum: 0.037000
It 24,Best ac:0.003989 0.944444 fi:0.235003. Ave ac:0.007973,0.005276
Initialization: 6.396000
Memcpy Classifiers: 0.374000
Memcpy Instances: 8.893000
Kernel 1: 0.022000
Kernel 2: 105.776001
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.004926 0.875000 fi:0.274249. Ave ac:0.006442,0.003900
Initialization: 6.401000
Memcpy Classifiers: 0.412000
Memcpy Instances: 8.567000
Kernel 1: 0.025000
Kernel 2: 101.166000
Copyback: 0.018000
Sum: 0.034000
It 26,Best ac:0.004458 0.904762 fi:0.242829. Ave ac:0.006164,0.004298
Initialization: 6.604000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.812000
Kernel 1: 0.026000
Kernel 2: 101.274002
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.004223 0.857143 fi:0.281472. Ave ac:0.007323,0.004969
Initialization: 6.377000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.862000
Kernel 1: 0.023000
Kernel 2: 104.387001
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.004926 0.913043 fi:0.231904. Ave ac:0.006429,0.003882
Initialization: 6.581000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.778000
Kernel 1: 0.024000
Kernel 2: 109.751999
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.004692 0.869565 fi:0.279779. Ave ac:0.007434,0.003948
Initialization: 6.459000
Memcpy Classifiers: 0.740000
Memcpy Instances: 8.579000
Kernel 1: 0.042000
Kernel 2: 102.945000
Copyback: 0.021000
Sum: 0.034000
It 30,Best ac:0.004927 0.840000 fi:0.305992. Ave ac:0.005410,0.003565
Initialization: 6.561000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.855000
Kernel 1: 0.023000
Kernel 2: 100.438004
Copyback: 0.018000
Sum: 0.032000
It 31,Best ac:0.005397 0.884615 fi:0.260547. Ave ac:0.005399,0.003790
Initialization: 6.352000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.661000
Kernel 1: 0.023000
Kernel 2: 99.070999
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.004457 0.826087 fi:0.307798. Ave ac:0.006799,0.005274
Initialization: 6.342000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.655000
Kernel 1: 0.023000
Kernel 2: 100.238998
Copyback: 0.017000
Sum: 0.039000
It 33,Best ac:0.004223 0.900000 fi:0.243347. Ave ac:0.007661,0.005250
Initialization: 25.690001
Memcpy Instances: 424.880005
Memcpy Classifiers: 0.070000
Kernel 1: 0.023000
Kernel 2: 550.406982
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 534.965027
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 524.208008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 515.456970
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 539.961975
Copyback: 0.034000
Sum: 0.004000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 540.302002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 527.416016
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 517.263977
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 523.914001
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 536.875977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 523.362976
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 318.011993
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005335 0.700123 fi:0.445703. Ave ac:0.007326,0.023506
Best acc 0.005335 0.700123
Rule:Att PSSM_-4_4 is [-5.365704,1.275548]|Att PSSM_-3_7 is [-6.404293,-1.758664]|Att PSSM_-2_12 is [<0.233997]|Att PSSM_-1_4 is [<-2.673233]|Att PSSM_0_12 is [-6.143687,-3.135187]|Att PSSM_4_6 is [-6.424935,-1.114294]|1
Accuracy : 0.757328
0	1	
159476	4604	
52336	18222	
Removed 1308 instances. 211812 Instances left. Acc of rule 0.004340-0.707187
Initialization: 6.887000
Memcpy Classifiers: 0.560000
Memcpy Instances: 8.552000
Kernel 1: 0.024000
Kernel 2: 103.613998
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.005764 accuracy2:0.240823
Initialization: 6.785000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.522000
Kernel 1: 0.023000
Kernel 2: 110.533997
Copyback: 0.017000
Sum: 0.059000
It 0,Best ac:0.004014 0.607143 fi:0.513151. Ave ac:0.011993,0.017373
Initialization: 6.873000
Memcpy Classifiers: 0.436000
Memcpy Instances: 8.544000
Kernel 1: 0.024000
Kernel 2: 113.363998
Copyback: 0.016000
Sum: 0.038000
It 1,Best ac:0.004250 0.642857 fi:0.457084. Ave ac:0.014097,0.017249
Initialization: 6.394000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.516000
Kernel 1: 0.024000
Kernel 2: 112.095001
Copyback: 0.016000
Sum: 0.032000
It 2,Best ac:0.008025 0.566667 fi:0.531722. Ave ac:0.014906,0.017854
Initialization: 6.292000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.556000
Kernel 1: 0.024000
Kernel 2: 110.144997
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.004485 0.703704 fi:0.396142. Ave ac:0.013814,0.016355
Initialization: 6.858000
Memcpy Classifiers: 0.471000
Memcpy Instances: 8.591000
Kernel 1: 0.023000
Kernel 2: 113.845001
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004248 0.692308 fi:0.407635. Ave ac:0.013210,0.015367
Initialization: 6.329000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.694000
Kernel 1: 0.024000
Kernel 2: 111.901001
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.005430 0.766667 fi:0.332788. Ave ac:0.012188,0.014740
Initialization: 6.378000
Memcpy Classifiers: 0.459000
Memcpy Instances: 9.084000
Kernel 1: 0.022000
Kernel 2: 117.712997
Copyback: 0.018000
Sum: 0.036000
It 6,Best ac:0.004248 0.620690 fi:0.479253. Ave ac:0.009802,0.011681
Initialization: 6.367000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.558000
Kernel 1: 0.024000
Kernel 2: 114.926003
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.004484 0.730769 fi:0.369076. Ave ac:0.009225,0.011327
Initialization: 6.348000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.995000
Kernel 1: 0.022000
Kernel 2: 109.075996
Copyback: 0.017000
Sum: 0.038000
It 8,Best ac:0.005900 0.714286 fi:0.384977. Ave ac:0.011564,0.013645
Initialization: 6.274000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.600000
Kernel 1: 0.022000
Kernel 2: 106.100998
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.008263 0.729167 fi:0.369125. Ave ac:0.011186,0.012561
Iteration 10:MDL fitness activated
Error 0.369125 TL 0.020888
MDL Theory Length Weight: 5.8906716656 (5)
Initialization: 6.871000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.622000
Kernel 1: 0.024000
Kernel 2: 104.575996
Copyback: 0.017000
Sum: 0.039000
It 10,Best ac:0.004014 0.809524 fi:0.467716. Ave ac:0.011423,0.011539
Initialization: 6.298000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.524000
Kernel 1: 0.024000
Kernel 2: 97.975998
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.004959 0.777778 fi:0.501848. Ave ac:0.014358,0.018409
Initialization: 6.401000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.576000
Kernel 1: 0.024000
Kernel 2: 93.564003
Copyback: 0.017000
Sum: 0.040000
It 12,Best ac:0.009205 0.709091 fi:0.504826. Ave ac:0.018058,0.021977
Initialization: 6.429000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.688000
Kernel 1: 0.022000
Kernel 2: 87.634003
Copyback: 0.017000
Sum: 0.038000
It 13,Best ac:0.004958 0.750000 fi:0.468401. Ave ac:0.019517,0.021341
Initialization: 6.381000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.509000
Kernel 1: 0.024000
Kernel 2: 85.236000
Copyback: 0.016000
Sum: 0.034000
It 14,Best ac:0.005666 0.774194 fi:0.471723. Ave ac:0.023760,0.027519
Initialization: 6.309000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.562000
Kernel 1: 0.023000
Kernel 2: 82.887001
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.005194 0.846154 fi:0.413896. Ave ac:0.021413,0.025797
Initialization: 6.356000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.544000
Kernel 1: 0.024000
Kernel 2: 79.866997
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.004958 0.840000 fi:0.420149. Ave ac:0.025900,0.032534
Initialization: 6.396000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.547000
Kernel 1: 0.023000
Kernel 2: 80.047997
Copyback: 0.017000
Sum: 0.024000
It 17,Best ac:0.010621 0.642857 fi:0.500659. Ave ac:0.022901,0.030177
Initialization: 6.311000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.547000
Kernel 1: 0.023000
Kernel 2: 78.341003
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.004485 0.863636 fi:0.384509. Ave ac:0.021675,0.028713
Initialization: 6.350000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.571000
Kernel 1: 0.024000
Kernel 2: 80.153000
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.005428 0.793103 fi:0.380172. Ave ac:0.020964,0.030416
Initialization: 6.431000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.549000
Kernel 1: 0.023000
Kernel 2: 76.970001
Copyback: 0.016000
Sum: 0.024000
It 20,Best ac:0.004485 0.760000 fi:0.426279. Ave ac:0.019500,0.031060
Initialization: 6.323000
Memcpy Classifiers: 0.283000
Memcpy Instances: 9.054000
Kernel 1: 0.023000
Kernel 2: 77.426003
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.004958 0.875000 fi:0.361837. Ave ac:0.019865,0.033616
Initialization: 6.380000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.604000
Kernel 1: 0.023000
Kernel 2: 75.651001
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.004248 0.900000 fi:0.313317. Ave ac:0.018042,0.025544
Initialization: 6.318000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.516000
Kernel 1: 0.024000
Kernel 2: 73.356003
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.004721 0.869565 fi:0.327034. Ave ac:0.019458,0.031141
Initialization: 6.368000
Memcpy Classifiers: 0.249000
Memcpy Instances: 9.244000
Kernel 1: 0.023000
Kernel 2: 74.285004
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.006608 0.736842 fi:0.438388. Ave ac:0.019041,0.035860
Initialization: 6.496000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.548000
Kernel 1: 0.023000
Kernel 2: 72.328003
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.006610 0.777778 fi:0.394139. Ave ac:0.018269,0.033887
Initialization: 6.296000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.553000
Kernel 1: 0.024000
Kernel 2: 72.778000
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004484 0.950000 fi:0.208497. Ave ac:0.018334,0.029774
Initialization: 6.346000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.561000
Kernel 1: 0.023000
Kernel 2: 72.656998
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.005666 0.750000 fi:0.442008. Ave ac:0.019744,0.034758
Initialization: 6.533000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.543000
Kernel 1: 0.024000
Kernel 2: 72.109001
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.006374 0.870968 fi:0.312206. Ave ac:0.015304,0.024931
Initialization: 6.337000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.529000
Kernel 1: 0.024000
Kernel 2: 70.676003
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.004013 0.809524 fi:0.356373. Ave ac:0.016163,0.029820
Initialization: 6.304000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.639000
Kernel 1: 0.024000
Kernel 2: 70.766998
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004959 0.840000 fi:0.337308. Ave ac:0.020357,0.035657
Initialization: 6.560000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.641000
Kernel 1: 0.024000
Kernel 2: 68.476997
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.004485 0.904762 fi:0.332269. Ave ac:0.020418,0.032306
Initialization: 6.339000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.624000
Kernel 1: 0.024000
Kernel 2: 68.567001
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.004013 0.772727 fi:0.421037. Ave ac:0.017413,0.029136
Initialization: 6.430000
Memcpy Classifiers: 0.246000
Memcpy Instances: 9.092000
Kernel 1: 0.023000
Kernel 2: 68.999001
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.007082 0.731707 fi:0.435638. Ave ac:0.018501,0.029520
Initialization: 25.490999
Memcpy Instances: 418.471985
Memcpy Classifiers: 0.052000
Kernel 1: 0.023000
Kernel 2: 427.384003
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 428.035004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 420.444000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 421.737000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.012000
Kernel 2: 414.617004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 422.544006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 426.321014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 428.638000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 423.579987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 405.735992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 434.808014
Copyback: 0.022000
Sum: 0.006000
Memcpy Classifiers: 0.046000
Kernel 1: 0.021000
Kernel 2: 187.669006
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004702 0.673428 fi:0.510432. Ave ac:0.023616,0.083276
Best acc 0.004702 0.673428
Initialization: 6.660000
Memcpy Classifiers: 0.541000
Memcpy Instances: 8.538000
Kernel 1: 0.026000
Kernel 2: 103.777000
Copyback: 0.371000
Sum: 0.051000
Initial population average accuracy1:0.007208 accuracy2:0.238233
Initialization: 6.317000
Memcpy Classifiers: 0.488000
Memcpy Instances: 9.026000
Kernel 1: 0.023000
Kernel 2: 113.247002
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.004012 0.566667 fi:0.554467. Ave ac:0.014557,0.018684
Initialization: 6.301000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.611000
Kernel 1: 0.024000
Kernel 2: 109.644997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.007084 0.638298 fi:0.460476. Ave ac:0.017416,0.020579
Initialization: 6.853000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.594000
Kernel 1: 0.024000
Kernel 2: 112.903000
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.005428 0.575000 fi:0.524457. Ave ac:0.015725,0.018633
Initialization: 6.272000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.525000
Kernel 1: 0.024000
Kernel 2: 108.961998
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.004721 0.625000 fi:0.474746. Ave ac:0.014844,0.015166
Initialization: 6.373000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.045000
Kernel 1: 0.023000
Kernel 2: 106.341003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.009207 0.629032 fi:0.468867. Ave ac:0.011958,0.013128
Initialization: 6.410000
Memcpy Classifiers: 0.399000
Memcpy Instances: 9.011000
Kernel 1: 0.024000
Kernel 2: 105.133003
Copyback: 0.017000
Sum: 0.037000
It 5,Best ac:0.004959 0.724138 fi:0.375511. Ave ac:0.011606,0.010236
Initialization: 6.328000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.532000
Kernel 1: 0.023000
Kernel 2: 104.149002
Copyback: 0.018000
Sum: 0.037000
It 6,Best ac:0.006608 0.717949 fi:0.381023. Ave ac:0.010015,0.009000
Initialization: 6.382000
Memcpy Classifiers: 0.402000
Memcpy Instances: 8.569000
Kernel 1: 0.023000
Kernel 2: 103.031998
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004958 0.807692 fi:0.291959. Ave ac:0.011501,0.010774
Initialization: 6.368000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.517000
Kernel 1: 0.023000
Kernel 2: 102.625999
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004249 0.818182 fi:0.281761. Ave ac:0.011278,0.013862
Initialization: 6.237000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.522000
Kernel 1: 0.024000
Kernel 2: 103.589996
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.004249 0.947368 fi:0.152574. Ave ac:0.009296,0.009698
Iteration 10:MDL fitness activated
Error 0.152574 TL 0.028967
MDL Theory Length Weight: 1.7557477164 (1)
Initialization: 6.359000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.668000
Kernel 1: 0.023000
Kernel 2: 105.259003
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.005194 0.785714 fi:0.389526. Ave ac:0.008983,0.008817
Initialization: 6.326000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.569000
Kernel 1: 0.024000
Kernel 2: 103.518997
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.005430 0.766667 fi:0.406632. Ave ac:0.010224,0.011379
Initialization: 6.393000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.534000
Kernel 1: 0.024000
Kernel 2: 106.203003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.004720 0.800000 fi:0.355402. Ave ac:0.010319,0.011487
Initialization: 6.423000
Memcpy Classifiers: 0.361000
Memcpy Instances: 9.086000
Kernel 1: 0.022000
Kernel 2: 100.197998
Copyback: 0.016000
Sum: 0.035000
It 13,Best ac:0.008263 0.760870 fi:0.393521. Ave ac:0.010568,0.013593
Initialization: 6.808000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.836000
Kernel 1: 0.023000
Kernel 2: 104.652000
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.004484 0.791667 fi:0.355558. Ave ac:0.010643,0.015459
Initialization: 6.341000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.552000
Kernel 1: 0.024000
Kernel 2: 101.163002
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004249 0.857143 fi:0.288104. Ave ac:0.010601,0.011543
Initialization: 6.446000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.537000
Kernel 1: 0.023000
Kernel 2: 101.564003
Copyback: 0.017000
Sum: 0.037000
It 16,Best ac:0.004012 0.850000 fi:0.328905. Ave ac:0.010526,0.011870
Initialization: 6.323000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.535000
Kernel 1: 0.024000
Kernel 2: 100.317001
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.005430 0.821429 fi:0.341510. Ave ac:0.009080,0.012964
Initialization: 6.321000
Memcpy Classifiers: 0.369000
Memcpy Instances: 8.595000
Kernel 1: 0.024000
Kernel 2: 99.561996
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.003777 0.888889 fi:0.342343. Ave ac:0.009831,0.011569
Initialization: 6.519000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.682000
Kernel 1: 0.023000
Kernel 2: 97.373001
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.004248 0.782609 fi:0.371802. Ave ac:0.010226,0.010652
Initialization: 6.429000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.512000
Kernel 1: 0.024000
Kernel 2: 94.737000
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.006844 0.852941 fi:0.295667. Ave ac:0.010543,0.012513
Initialization: 6.317000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.640000
Kernel 1: 0.023000
Kernel 2: 97.040001
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.005192 0.880000 fi:0.270460. Ave ac:0.009620,0.009845
Initialization: 6.306000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.557000
Kernel 1: 0.024000
Kernel 2: 92.199997
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.007082 0.882353 fi:0.250730. Ave ac:0.009856,0.011691
Initialization: 6.452000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.520000
Kernel 1: 0.025000
Kernel 2: 95.961998
Copyback: 0.036000
Sum: 0.031000
It 23,Best ac:0.006846 0.805556 fi:0.324832. Ave ac:0.010003,0.010042
Initialization: 12.057000
Memcpy Classifiers: 0.354000
Memcpy Instances: 9.072000
Kernel 1: 0.023000
Kernel 2: 94.585999
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.006610 0.823529 fi:0.326347. Ave ac:0.009484,0.011611
Initialization: 6.477000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.518000
Kernel 1: 0.024000
Kernel 2: 93.953003
Copyback: 0.018000
Sum: 0.034000
It 25,Best ac:0.004013 0.944444 fi:0.226707. Ave ac:0.010872,0.012067
Initialization: 6.321000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.508000
Kernel 1: 0.024000
Kernel 2: 94.146004
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.004013 0.850000 fi:0.335118. Ave ac:0.010220,0.014859
Initialization: 6.312000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.535000
Kernel 1: 0.024000
Kernel 2: 92.053001
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.007316 0.815789 fi:0.317197. Ave ac:0.012888,0.015967
Initialization: 6.400000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.557000
Kernel 1: 0.024000
Kernel 2: 93.559998
Copyback: 0.018000
Sum: 0.034000
It 28,Best ac:0.004012 0.894737 fi:0.284168. Ave ac:0.010445,0.012478
Initialization: 6.739000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.523000
Kernel 1: 0.024000
Kernel 2: 87.471001
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.005194 0.814815 fi:0.328911. Ave ac:0.009319,0.009948
Initialization: 6.509000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.516000
Kernel 1: 0.024000
Kernel 2: 86.235001
Copyback: 0.017000
Sum: 0.036000
It 30,Best ac:0.006610 0.823529 fi:0.307874. Ave ac:0.011810,0.013756
Initialization: 6.342000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.511000
Kernel 1: 0.024000
Kernel 2: 84.930000
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.004721 0.952381 fi:0.203626. Ave ac:0.011905,0.017479
Initialization: 6.844000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.615000
Kernel 1: 0.024000
Kernel 2: 83.134003
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.004485 0.863636 fi:0.261608. Ave ac:0.011880,0.015209
Initialization: 6.238000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.509000
Kernel 1: 0.024000
Kernel 2: 83.577003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.006612 0.875000 fi:0.259158. Ave ac:0.010533,0.012599
Initialization: 27.266001
Memcpy Instances: 420.755005
Memcpy Classifiers: 0.059000
Kernel 1: 0.023000
Kernel 2: 470.309998
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 483.820007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 474.695007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 481.713989
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 481.985992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 481.602997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 496.790985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 481.855011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 482.321991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 468.084991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 500.368011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 216.352005
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005510 0.677700 fi:0.456912. Ave ac:0.008136,0.026761
Best acc 0.005510 0.677700
Rule:Att PSSM_-1_7 is [-6.212506,-1.787494]|Att PSSM_0_12 is [<-3.995642]|Att PSSM_0_16 is [>-5.946608]|Att PSSM_1_15 is [-5.373838,-3.165890]|Att PSSM_2_18 is [<12.453866]|Att PSSM_3_12 is [<-1.139900]|Att PSSM_4_4 is [-6.652961,-0.275684]|1
Accuracy : 0.759937
0	1	
158921	5159	
51169	19389	
Removed 1722 instances. 210090 Instances left. Acc of rule 0.005510-0.677700
Initialization: 6.385000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.521000
Kernel 1: 0.029000
Kernel 2: 102.802002
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005675 accuracy2:0.247106
Initialization: 6.309000
Memcpy Classifiers: 0.458000
Memcpy Instances: 8.639000
Kernel 1: 0.024000
Kernel 2: 108.669998
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.004046 0.653846 fi:0.446669. Ave ac:0.011609,0.015785
Initialization: 6.253000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.543000
Kernel 1: 0.024000
Kernel 2: 107.370003
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.004284 0.620690 fi:0.479212. Ave ac:0.014422,0.017008
Initialization: 6.255000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.477000
Kernel 1: 0.023000
Kernel 2: 106.910004
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.004522 0.655172 fi:0.444630. Ave ac:0.014238,0.016809
Initialization: 6.276000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.589000
Kernel 1: 0.023000
Kernel 2: 105.038002
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.005474 0.605263 fi:0.494144. Ave ac:0.014154,0.016646
Initialization: 6.401000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.446000
Kernel 1: 0.025000
Kernel 2: 102.790001
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.005713 0.666667 fi:0.432638. Ave ac:0.014257,0.016350
Initialization: 6.338000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.444000
Kernel 1: 0.024000
Kernel 2: 102.857002
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.004759 0.645161 fi:0.454543. Ave ac:0.013810,0.017470
Initialization: 6.290000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.449000
Kernel 1: 0.023000
Kernel 2: 105.279999
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.007853 0.717391 fi:0.381019. Ave ac:0.012915,0.013301
Initialization: 6.198000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.492000
Kernel 1: 0.023000
Kernel 2: 106.624001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.012375 0.702703 fi:0.393824. Ave ac:0.010685,0.011576
Initialization: 6.341000
Memcpy Classifiers: 0.385000
Memcpy Instances: 8.442000
Kernel 1: 0.025000
Kernel 2: 106.830002
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.007376 0.837838 fi:0.260774. Ave ac:0.009793,0.009524
Initialization: 6.269000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.447000
Kernel 1: 0.025000
Kernel 2: 106.957001
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.004760 0.833333 fi:0.266371. Ave ac:0.009146,0.007704
Iteration 10:MDL fitness activated
Error 0.266371 TL 0.031727
MDL Theory Length Weight: 2.7985679231 (2)
Initialization: 6.328000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.611000
Kernel 1: 0.026000
Kernel 2: 103.779999
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006663 0.777778 fi:0.403590. Ave ac:0.009024,0.008594
Initialization: 6.356000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.436000
Kernel 1: 0.023000
Kernel 2: 102.682999
Copyback: 0.018000
Sum: 0.032000
It 11,Best ac:0.010712 0.775862 fi:0.414001. Ave ac:0.009603,0.011126
Initialization: 6.171000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.633000
Kernel 1: 0.022000
Kernel 2: 105.277000
Copyback: 0.371000
Sum: 0.032000
It 12,Best ac:0.005712 0.923077 fi:0.303967. Ave ac:0.010545,0.010812
Initialization: 6.251000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.468000
Kernel 1: 0.024000
Kernel 2: 102.324997
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.004046 0.809524 fi:0.336958. Ave ac:0.010104,0.010465
Initialization: 6.306000
Memcpy Classifiers: 0.433000
Memcpy Instances: 10.938000
Kernel 1: 0.022000
Kernel 2: 102.846001
Copyback: 0.018000
Sum: 0.029000
It 14,Best ac:0.003808 0.842105 fi:0.425660. Ave ac:0.008441,0.008209
Initialization: 7.091000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.454000
Kernel 1: 0.024000
Kernel 2: 101.439003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.004046 0.850000 fi:0.362896. Ave ac:0.008791,0.008815
Initialization: 6.270000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.616000
Kernel 1: 0.024000
Kernel 2: 104.014999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.004998 0.913043 fi:0.288084. Ave ac:0.009987,0.009888
Initialization: 6.231000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.506000
Kernel 1: 0.024000
Kernel 2: 102.982002
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.004522 0.904762 fi:0.299202. Ave ac:0.009152,0.008755
Initialization: 6.305000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.452000
Kernel 1: 0.023000
Kernel 2: 100.046997
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.004045 0.850000 fi:0.352557. Ave ac:0.009203,0.009467
Initialization: 6.361000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.612000
Kernel 1: 0.023000
Kernel 2: 97.196999
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.005472 0.821429 fi:0.367214. Ave ac:0.009013,0.009346
Initialization: 6.243000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.951000
Kernel 1: 0.023000
Kernel 2: 98.193001
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.004761 0.869565 fi:0.317780. Ave ac:0.008289,0.007789
Initialization: 6.249000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.761000
Kernel 1: 0.023000
Kernel 2: 95.677002
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.004998 0.807692 fi:0.376690. Ave ac:0.008178,0.007127
Initialization: 6.239000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.673000
Kernel 1: 0.023000
Kernel 2: 95.959999
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.005236 0.814815 fi:0.364476. Ave ac:0.009036,0.008846
Initialization: 6.225000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.447000
Kernel 1: 0.025000
Kernel 2: 96.683998
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.009522 0.800000 fi:0.365861. Ave ac:0.009434,0.009828
Initialization: 6.487000
Memcpy Classifiers: 0.381000
Memcpy Instances: 9.676000
Kernel 1: 0.023000
Kernel 2: 94.683998
Copyback: 0.017000
Sum: 0.032000
It 24,Best ac:0.004999 0.807692 fi:0.372913. Ave ac:0.009722,0.009445
Initialization: 6.291000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.620000
Kernel 1: 0.024000
Kernel 2: 93.403000
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.006188 0.928571 fi:0.242820. Ave ac:0.010538,0.008654
Initialization: 6.245000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.448000
Kernel 1: 0.024000
Kernel 2: 95.150002
Copyback: 0.017000
Sum: 0.030000
It 26,Best ac:0.004999 0.750000 fi:0.405305. Ave ac:0.007945,0.007294
Initialization: 6.257000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.548000
Kernel 1: 0.023000
Kernel 2: 92.206001
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.004284 0.818182 fi:0.352734. Ave ac:0.009956,0.008303
Initialization: 6.226000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.494000
Kernel 1: 0.023000
Kernel 2: 91.464996
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.005472 0.821429 fi:0.381326. Ave ac:0.008732,0.008391
Initialization: 6.297000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.462000
Kernel 1: 0.024000
Kernel 2: 90.039001
Copyback: 0.018000
Sum: 0.040000
It 29,Best ac:0.004285 0.857143 fi:0.298460. Ave ac:0.008615,0.008242
Initialization: 6.611000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.441000
Kernel 1: 0.024000
Kernel 2: 88.635002
Copyback: 0.016000
Sum: 0.031000
It 30,Best ac:0.005237 0.880000 fi:0.276419. Ave ac:0.010149,0.006325
Initialization: 6.261000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.532000
Kernel 1: 0.023000
Kernel 2: 87.524002
Copyback: 0.016000
Sum: 0.036000
It 31,Best ac:0.004047 0.894737 fi:0.276793. Ave ac:0.009197,0.007081
Initialization: 6.296000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.442000
Kernel 1: 0.025000
Kernel 2: 87.387001
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.004999 0.913043 fi:0.257626. Ave ac:0.007552,0.006873
Initialization: 6.764000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.473000
Kernel 1: 0.024000
Kernel 2: 84.906998
Copyback: 0.016000
Sum: 0.030000
It 33,Best ac:0.004523 0.904762 fi:0.279582. Ave ac:0.005949,0.004248
Initialization: 25.981001
Memcpy Instances: 413.492004
Memcpy Classifiers: 0.071000
Kernel 1: 0.026000
Kernel 2: 500.873993
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 489.858002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 488.845001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.015000
Kernel 2: 488.463989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 498.720001
Copyback: 0.021000
Sum: 0.007000
Memcpy Classifiers: 0.072000
Kernel 1: 0.021000
Kernel 2: 496.074005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 487.204010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 490.084991
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 499.317993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 489.260986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 488.734985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 148.016006
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.005502 0.676023 fi:0.495655. Ave ac:0.006057,0.018962
Best acc 0.005502 0.676023
Initialization: 13.386000
Memcpy Classifiers: 0.562000
Memcpy Instances: 8.467000
Kernel 1: 0.024000
Kernel 2: 103.459999
Copyback: 0.017000
Sum: 0.051000
Initial population average accuracy1:0.005726 accuracy2:0.257501
Initialization: 6.255000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.501000
Kernel 1: 0.024000
Kernel 2: 109.294998
Copyback: 0.018000
Sum: 0.056000
It 0,Best ac:0.004761 0.571429 fi:0.528274. Ave ac:0.011689,0.017297
Initialization: 6.281000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.439000
Kernel 1: 0.025000
Kernel 2: 111.858002
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.009522 0.526316 fi:0.571399. Ave ac:0.013705,0.019220
Initialization: 6.223000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.446000
Kernel 1: 0.024000
Kernel 2: 114.426003
Copyback: 0.018000
Sum: 0.032000
It 2,Best ac:0.003095 0.866667 fi:0.445492. Ave ac:0.013758,0.016287
Initialization: 6.644000
Memcpy Classifiers: 0.472000
Memcpy Instances: 8.758000
Kernel 1: 0.023000
Kernel 2: 108.682999
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.006903 0.644444 fi:0.454364. Ave ac:0.014322,0.014994
Initialization: 6.332000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.487000
Kernel 1: 0.023000
Kernel 2: 110.127998
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.006901 0.690476 fi:0.408335. Ave ac:0.013129,0.012557
Initialization: 6.228000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.449000
Kernel 1: 0.024000
Kernel 2: 109.984001
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.005951 0.862069 fi:0.237137. Ave ac:0.011882,0.012391
Initialization: 6.270000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.493000
Kernel 1: 0.023000
Kernel 2: 107.269997
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.005713 0.685714 fi:0.413591. Ave ac:0.010377,0.013056
Initialization: 6.261000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.559000
Kernel 1: 0.024000
Kernel 2: 107.637001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.004759 0.869565 fi:0.230139. Ave ac:0.012127,0.014326
Initialization: 6.251000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.610000
Kernel 1: 0.023000
Kernel 2: 107.019997
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.004522 0.760000 fi:0.339804. Ave ac:0.013917,0.013244
Initialization: 6.244000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.459000
Kernel 1: 0.024000
Kernel 2: 104.761002
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.005712 0.800000 fi:0.299307. Ave ac:0.012830,0.011070
Iteration 10:MDL fitness activated
Error 0.299307 TL 0.036040
MDL Theory Length Weight: 2.7682706321 (3)
Initialization: 6.320000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.491000
Kernel 1: 0.024000
Kernel 2: 102.205002
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.006188 0.787879 fi:0.357087. Ave ac:0.012355,0.010923
Initialization: 6.303000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.480000
Kernel 1: 0.024000
Kernel 2: 101.507004
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.005236 0.785714 fi:0.381052. Ave ac:0.013177,0.013250
Initialization: 6.261000
Memcpy Classifiers: 0.380000
Memcpy Instances: 9.401000
Kernel 1: 0.023000
Kernel 2: 100.614998
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004047 0.708333 fi:0.441494. Ave ac:0.011164,0.012788
Initialization: 6.190000
Memcpy Classifiers: 0.392000
Memcpy Instances: 8.569000
Kernel 1: 0.024000
Kernel 2: 97.511002
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.004760 0.909091 fi:0.257524. Ave ac:0.010822,0.011921
Initialization: 6.261000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.477000
Kernel 1: 0.024000
Kernel 2: 97.601997
Copyback: 0.016000
Sum: 0.033000
It 14,Best ac:0.004998 0.807692 fi:0.373861. Ave ac:0.011200,0.013899
Initialization: 6.282000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.474000
Kernel 1: 0.024000
Kernel 2: 94.681999
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.006186 0.787879 fi:0.369910. Ave ac:0.009072,0.010596
Initialization: 6.265000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.522000
Kernel 1: 0.024000
Kernel 2: 98.847000
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.006188 0.787879 fi:0.364403. Ave ac:0.009683,0.009873
Initialization: 6.291000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.931000
Kernel 1: 0.023000
Kernel 2: 94.930000
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.005472 0.793103 fi:0.395184. Ave ac:0.008658,0.013549
Initialization: 6.784000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.479000
Kernel 1: 0.024000
Kernel 2: 97.045998
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.004522 0.791667 fi:0.381265. Ave ac:0.009094,0.010259
Initialization: 6.248000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.967000
Kernel 1: 0.023000
Kernel 2: 94.653000
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.009284 0.812500 fi:0.343876. Ave ac:0.006932,0.006568
Initialization: 6.324000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.437000
Kernel 1: 0.025000
Kernel 2: 98.524002
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.004284 0.857143 fi:0.294876. Ave ac:0.009987,0.012310
Initialization: 6.184000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.445000
Kernel 1: 0.024000
Kernel 2: 99.037003
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.004761 0.769231 fi:0.404399. Ave ac:0.008145,0.009820
Initialization: 6.286000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.454000
Kernel 1: 0.023000
Kernel 2: 94.559998
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.004522 0.826087 fi:0.319806. Ave ac:0.010457,0.012551
MDL Theory Length Weight: 2.4914435689 (10)
Initialization: 6.392000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.462000
Kernel 1: 0.023000
Kernel 2: 96.013000
Copyback: 0.016000
Sum: 0.033000
It 23,Best ac:0.006427 0.843750 fi:0.302339. Ave ac:0.009212,0.011176
Initialization: 6.218000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.548000
Kernel 1: 0.023000
Kernel 2: 92.712997
Copyback: 0.017000
Sum: 0.037000
It 24,Best ac:0.005713 0.774194 fi:0.368219. Ave ac:0.009035,0.011147
Initialization: 6.251000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.484000
Kernel 1: 0.024000
Kernel 2: 88.930000
Copyback: 0.017000
Sum: 0.062000
It 25,Best ac:0.003807 0.800000 fi:0.390658. Ave ac:0.009295,0.013300
Initialization: 6.196000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.477000
Kernel 1: 0.024000
Kernel 2: 86.469002
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.004047 0.850000 fi:0.297745. Ave ac:0.010526,0.019436
Initialization: 6.492000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.898000
Kernel 1: 0.023000
Kernel 2: 89.776001
Copyback: 0.016000
Sum: 0.030000
It 27,Best ac:0.009998 0.823529 fi:0.322472. Ave ac:0.012720,0.014086
Initialization: 6.285000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.493000
Kernel 1: 0.023000
Kernel 2: 88.582001
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.005710 0.800000 fi:0.353902. Ave ac:0.010193,0.013692
Initialization: 6.301000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.447000
Kernel 1: 0.024000
Kernel 2: 91.582001
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.004523 0.791667 fi:0.355848. Ave ac:0.010401,0.011123
Initialization: 6.296000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.448000
Kernel 1: 0.024000
Kernel 2: 89.806999
Copyback: 0.020000
Sum: 0.029000
It 30,Best ac:0.004283 0.900000 fi:0.246155. Ave ac:0.009884,0.010065
Initialization: 6.367000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.436000
Kernel 1: 0.023000
Kernel 2: 88.448997
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.005474 0.851852 fi:0.274627. Ave ac:0.008955,0.009542
Initialization: 6.252000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.791000
Kernel 1: 0.024000
Kernel 2: 88.225998
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.005713 0.857143 fi:0.276205. Ave ac:0.008597,0.014083
Initialization: 6.283000
Memcpy Classifiers: 0.309000
Memcpy Instances: 8.439000
Kernel 1: 0.024000
Kernel 2: 88.453003
Copyback: 0.020000
Sum: 0.027000
It 33,Best ac:0.005474 0.696970 fi:0.438618. Ave ac:0.009061,0.017585
Initialization: 25.996000
Memcpy Instances: 413.582001
Memcpy Classifiers: 0.062000
Kernel 1: 0.024000
Kernel 2: 490.231995
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 495.477997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 497.984985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 496.036987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 494.384003
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 484.789001
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 503.992004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 509.454010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 496.505005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 477.605988
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 487.455994
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.043000
Kernel 1: 0.014000
Kernel 2: 146.604004
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004174 0.663389 fi:0.463634. Ave ac:0.011900,0.041898
Best acc 0.004174 0.663389
Rule:Att PSSM_-4_12 is [<-0.134376]|Att PSSM_-3_4 is [<-2.199338]|Att PSSM_-2_1 is [-2.377059,3.290636]|Att PSSM_-2_2 is [-6.645047,5.824138]|Att PSSM_0_2 is [-5.896227,-3.767976]|Att PSSM_0_8 is [<3.643539]|Att PSSM_0_15 is [<-0.140025]|Att PSSM_1_5 is [-2.740569,7.702650]|Att PSSM_1_15 is [-6.706526,0.227617]|1
Accuracy : 0.762502
0	1	
158367	5713	
50013	20545	
Removed 1710 instances. 208380 Instances left. Acc of rule 0.005502-0.676023
Initialization: 6.287000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.433000
Kernel 1: 0.026000
Kernel 2: 102.060997
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005563 accuracy2:0.227805
Initialization: 6.165000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.367000
Kernel 1: 0.024000
Kernel 2: 106.274002
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.005518 0.621622 fi:0.477730. Ave ac:0.010547,0.013198
Initialization: 6.142000
Memcpy Classifiers: 0.506000
Memcpy Instances: 8.394000
Kernel 1: 0.024000
Kernel 2: 105.656998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.008399 0.492958 fi:0.605174. Ave ac:0.013764,0.016910
Initialization: 6.153000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.401000
Kernel 1: 0.024000
Kernel 2: 107.721001
Copyback: 0.017000
Sum: 0.035000
It 2,Best ac:0.004557 0.593750 fi:0.506011. Ave ac:0.014275,0.014907
Initialization: 6.142000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.844000
Kernel 1: 0.024000
Kernel 2: 107.036003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.016795 0.619469 fi:0.475103. Ave ac:0.013823,0.015095
Initialization: 6.303000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.481000
Kernel 1: 0.022000
Kernel 2: 106.832001
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004560 0.730769 fi:0.368989. Ave ac:0.016306,0.017600
Initialization: 6.133000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.363000
Kernel 1: 0.024000
Kernel 2: 104.024002
Copyback: 0.020000
Sum: 0.030000
It 5,Best ac:0.004319 0.720000 fi:0.379860. Ave ac:0.013232,0.013754
Initialization: 6.278000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.376000
Kernel 1: 0.023000
Kernel 2: 101.744003
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.012239 0.761194 fi:0.335311. Ave ac:0.011730,0.011609
Initialization: 6.359000
Memcpy Classifiers: 0.437000
Memcpy Instances: 9.305000
Kernel 1: 0.023000
Kernel 2: 103.197998
Copyback: 0.018000
Sum: 0.033000
It 7,Best ac:0.004319 0.782609 fi:0.317252. Ave ac:0.011967,0.011078
Initialization: 6.251000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.479000
Kernel 1: 0.023000
Kernel 2: 100.594002
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.004559 0.760000 fi:0.339759. Ave ac:0.011533,0.010793
Initialization: 6.539000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.431000
Kernel 1: 0.024000
Kernel 2: 101.705002
Copyback: 0.018000
Sum: 0.037000
It 9,Best ac:0.005040 0.777778 fi:0.321778. Ave ac:0.009651,0.010367
Iteration 10:MDL fitness activated
Error 0.321778 TL 0.017726
MDL Theory Length Weight: 6.0509148453 (3)
Initialization: 6.272000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.383000
Kernel 1: 0.024000
Kernel 2: 100.898003
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.005040 0.840000 fi:0.433995. Ave ac:0.009990,0.009301
Initialization: 6.215000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.572000
Kernel 1: 0.023000
Kernel 2: 96.932999
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.008397 0.714286 fi:0.490734. Ave ac:0.009760,0.011928
Initialization: 6.173000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.862000
Kernel 1: 0.023000
Kernel 2: 92.029999
Copyback: 0.017000
Sum: 0.040000
It 12,Best ac:0.004559 0.826087 fi:0.432793. Ave ac:0.010251,0.011032
Initialization: 6.679000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.370000
Kernel 1: 0.024000
Kernel 2: 88.496002
Copyback: 0.017000
Sum: 0.042000
It 13,Best ac:0.006000 0.757576 fi:0.473027. Ave ac:0.010703,0.012439
Initialization: 6.200000
Memcpy Classifiers: 0.347000
Memcpy Instances: 8.359000
Kernel 1: 0.024000
Kernel 2: 85.260002
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.004560 0.760000 fi:0.496448. Ave ac:0.008168,0.007561
Initialization: 6.333000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.563000
Kernel 1: 0.025000
Kernel 2: 84.833000
Copyback: 0.016000
Sum: 0.035000
It 15,Best ac:0.008397 0.686275 fi:0.509955. Ave ac:0.011378,0.018081
Initialization: 6.031000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.372000
Kernel 1: 0.024000
Kernel 2: 84.429001
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.004800 0.769231 fi:0.483577. Ave ac:0.013162,0.017474
Initialization: 6.268000
Memcpy Classifiers: 0.302000
Memcpy Instances: 9.687000
Kernel 1: 0.023000
Kernel 2: 82.486000
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.004318 0.750000 fi:0.434887. Ave ac:0.011734,0.013371
Initialization: 6.202000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.433000
Kernel 1: 0.023000
Kernel 2: 82.762001
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.004079 0.809524 fi:0.387587. Ave ac:0.011295,0.015133
Initialization: 6.695000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.515000
Kernel 1: 0.023000
Kernel 2: 81.203003
Copyback: 0.018000
Sum: 0.027000
It 19,Best ac:0.005760 0.857143 fi:0.343398. Ave ac:0.009401,0.010064
Initialization: 6.266000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.369000
Kernel 1: 0.023000
Kernel 2: 79.281998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.003839 0.842105 fi:0.410659. Ave ac:0.010034,0.012691
Initialization: 6.345000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.363000
Kernel 1: 0.024000
Kernel 2: 79.833000
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.006718 0.848485 fi:0.336601. Ave ac:0.008359,0.007292
Initialization: 6.318000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.392000
Kernel 1: 0.023000
Kernel 2: 79.681000
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.005038 0.724138 fi:0.466657. Ave ac:0.007560,0.005934
Initialization: 6.243000
Memcpy Classifiers: 0.286000
Memcpy Instances: 8.445000
Kernel 1: 0.025000
Kernel 2: 78.663002
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.003359 0.875000 fi:0.474519. Ave ac:0.008087,0.006956
Initialization: 6.331000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.398000
Kernel 1: 0.024000
Kernel 2: 77.671997
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.004080 0.739130 fi:0.454224. Ave ac:0.008480,0.010764
Initialization: 6.303000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.432000
Kernel 1: 0.023000
Kernel 2: 76.487999
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.006478 0.794118 fi:0.404583. Ave ac:0.013377,0.013413
Initialization: 6.196000
Memcpy Classifiers: 0.227000
Memcpy Instances: 9.096000
Kernel 1: 0.024000
Kernel 2: 76.987000
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004320 0.782609 fi:0.410633. Ave ac:0.012109,0.011234
Initialization: 6.264000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.391000
Kernel 1: 0.024000
Kernel 2: 77.219002
Copyback: 0.016000
Sum: 0.024000
It 27,Best ac:0.004080 0.809524 fi:0.404901. Ave ac:0.009002,0.014168
Initialization: 6.178000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.357000
Kernel 1: 0.024000
Kernel 2: 76.069000
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.004320 0.818182 fi:0.339900. Ave ac:0.012357,0.015954
Initialization: 6.451000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.378000
Kernel 1: 0.024000
Kernel 2: 78.123001
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.005520 0.920000 fi:0.272297. Ave ac:0.011875,0.013257
Initialization: 6.168000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.390000
Kernel 1: 0.024000
Kernel 2: 76.261002
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.006719 0.800000 fi:0.382710. Ave ac:0.004755,0.005449
Initialization: 6.201000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.571000
Kernel 1: 0.023000
Kernel 2: 77.065002
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.004080 0.850000 fi:0.334966. Ave ac:0.010283,0.013473
Initialization: 6.259000
Memcpy Classifiers: 0.248000
Memcpy Instances: 8.420000
Kernel 1: 0.022000
Kernel 2: 80.195999
Copyback: 0.017000
Sum: 0.028000
It 32,Best ac:0.004320 0.857143 fi:0.332079. Ave ac:0.008692,0.014556
Initialization: 6.319000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.432000
Kernel 1: 0.023000
Kernel 2: 80.508003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.006238 0.764706 fi:0.442081. Ave ac:0.007756,0.011264
Initialization: 26.469000
Memcpy Instances: 414.747986
Memcpy Classifiers: 0.067000
Kernel 1: 0.024000
Kernel 2: 444.708008
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 475.388000
Copyback: 0.366000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 471.342987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 458.993988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 468.333008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 461.209015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 464.522003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 456.196991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 471.578003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 459.868988
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 436.911011
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.005221 0.663819 fi:0.520663. Ave ac:0.006578,0.020277
Best acc 0.005221 0.663819
Initialization: 6.147000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.496000
Kernel 1: 0.025000
Kernel 2: 102.210999
Copyback: 0.017000
Sum: 0.051000
Initial population average accuracy1:0.006440 accuracy2:0.243309
Initialization: 6.283000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.368000
Kernel 1: 0.024000
Kernel 2: 108.899002
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.010557 0.463158 fi:0.634059. Ave ac:0.012979,0.017515
Initialization: 6.350000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.417000
Kernel 1: 0.024000
Kernel 2: 106.343002
Copyback: 0.018000
Sum: 0.029000
It 1,Best ac:0.004559 0.730769 fi:0.368991. Ave ac:0.015107,0.016918
Initialization: 6.225000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.381000
Kernel 1: 0.024000
Kernel 2: 107.833000
Copyback: 0.020000
Sum: 0.028000
It 2,Best ac:0.005518 0.638889 fi:0.460463. Ave ac:0.013132,0.013516
Initialization: 6.184000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.414000
Kernel 1: 0.024000
Kernel 2: 109.028999
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.007199 0.731707 fi:0.366933. Ave ac:0.013975,0.013594
Initialization: 6.279000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.862000
Kernel 1: 0.023000
Kernel 2: 105.755997
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.007919 0.750000 fi:0.348335. Ave ac:0.013764,0.013554
Initialization: 6.262000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.777000
Kernel 1: 0.023000
Kernel 2: 103.889999
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.007439 0.704545 fi:0.393993. Ave ac:0.014254,0.015277
Initialization: 6.275000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.442000
Kernel 1: 0.023000
Kernel 2: 102.572998
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.006476 0.692308 fi:0.406640. Ave ac:0.011012,0.011311
Initialization: 6.681000
Memcpy Classifiers: 0.417000
Memcpy Instances: 8.404000
Kernel 1: 0.023000
Kernel 2: 102.246002
Copyback: 0.018000
Sum: 0.031000
It 7,Best ac:0.004080 0.809524 fi:0.290438. Ave ac:0.009024,0.010858
Initialization: 6.223000
Memcpy Classifiers: 0.398000
Memcpy Instances: 10.445000
Kernel 1: 0.023000
Kernel 2: 102.475998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.008399 0.777778 fi:0.320354. Ave ac:0.008681,0.009863
Initialization: 6.173000
Memcpy Classifiers: 0.580000
Memcpy Instances: 8.443000
Kernel 1: 0.025000
Kernel 2: 100.670998
Copyback: 0.017000
Sum: 0.037000
It 9,Best ac:0.005037 0.750000 fi:0.349557. Ave ac:0.006700,0.007918
Iteration 10:MDL fitness activated
Error 0.349557 TL 0.022898
MDL Theory Length Weight: 5.0885312358 (3)
Initialization: 6.250000
Memcpy Classifiers: 0.382000
Memcpy Instances: 8.384000
Kernel 1: 0.025000
Kernel 2: 100.440002
Copyback: 0.017000
Sum: 0.038000
It 10,Best ac:0.006718 0.800000 fi:0.436089. Ave ac:0.008090,0.008184
Initialization: 6.255000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.361000
Kernel 1: 0.025000
Kernel 2: 101.623001
Copyback: 0.017000
Sum: 0.037000
It 11,Best ac:0.008879 0.616667 fi:0.598107. Ave ac:0.006351,0.007446
Initialization: 6.301000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.373000
Kernel 1: 0.025000
Kernel 2: 97.081001
Copyback: 0.017000
Sum: 0.038000
It 12,Best ac:0.003359 0.933333 fi:0.464415. Ave ac:0.010860,0.011059
Initialization: 6.253000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.370000
Kernel 1: 0.025000
Kernel 2: 95.902000
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.005277 0.758621 fi:0.475331. Ave ac:0.011115,0.012681
Initialization: 6.228000
Memcpy Classifiers: 0.334000
Memcpy Instances: 8.419000
Kernel 1: 0.025000
Kernel 2: 96.383003
Copyback: 0.016000
Sum: 0.033000
It 14,Best ac:0.005760 0.685714 fi:0.512926. Ave ac:0.012704,0.013774
Initialization: 6.236000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.365000
Kernel 1: 0.023000
Kernel 2: 96.171997
Copyback: 0.018000
Sum: 0.040000
It 15,Best ac:0.009597 0.701754 fi:0.481597. Ave ac:0.015749,0.017848
Initialization: 6.324000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.372000
Kernel 1: 0.024000
Kernel 2: 95.839996
Copyback: 0.017000
Sum: 0.038000
It 16,Best ac:0.004318 0.750000 fi:0.447150. Ave ac:0.019911,0.022853
Initialization: 6.199000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.399000
Kernel 1: 0.024000
Kernel 2: 94.331001
Copyback: 0.017000
Sum: 0.030000
It 17,Best ac:0.007679 0.780488 fi:0.428454. Ave ac:0.020157,0.026011
Initialization: 6.183000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.396000
Kernel 1: 0.024000
Kernel 2: 96.384003
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.006240 0.787879 fi:0.392064. Ave ac:0.021468,0.023152
Initialization: 6.957000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.396000
Kernel 1: 0.024000
Kernel 2: 94.716003
Copyback: 0.016000
Sum: 0.029000
It 19,Best ac:0.005518 0.741935 fi:0.428253. Ave ac:0.016059,0.021841
Initialization: 6.233000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.375000
Kernel 1: 0.025000
Kernel 2: 92.042000
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.007679 0.780488 fi:0.410074. Ave ac:0.014383,0.017845
Initialization: 6.240000
Memcpy Classifiers: 0.267000
Memcpy Instances: 36.049999
Kernel 1: 0.022000
Kernel 2: 91.161003
Copyback: 0.018000
Sum: 0.029000
It 21,Best ac:0.004320 0.782609 fi:0.404692. Ave ac:0.012468,0.016380
Initialization: 6.285000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.423000
Kernel 1: 0.024000
Kernel 2: 91.456001
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.004560 0.760000 fi:0.392295. Ave ac:0.013419,0.021470
Initialization: 6.379000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.361000
Kernel 1: 0.025000
Kernel 2: 91.792000
Copyback: 0.018000
Sum: 0.023000
It 23,Best ac:0.004557 0.730769 fi:0.437484. Ave ac:0.013257,0.015749
Initialization: 6.222000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.730000
Kernel 1: 0.023000
Kernel 2: 89.677002
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.004800 0.869565 fi:0.307161. Ave ac:0.015078,0.015418
Initialization: 6.278000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.636000
Kernel 1: 0.023000
Kernel 2: 87.747002
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.004080 0.894737 fi:0.277221. Ave ac:0.011739,0.014279
Initialization: 6.250000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.469000
Kernel 1: 0.022000
Kernel 2: 85.660004
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004800 0.769231 fi:0.417662. Ave ac:0.011910,0.019895
Initialization: 6.214000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.409000
Kernel 1: 0.024000
Kernel 2: 85.172997
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.007439 0.837838 fi:0.315958. Ave ac:0.013671,0.016624
Initialization: 6.172000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.373000
Kernel 1: 0.025000
Kernel 2: 85.235001
Copyback: 0.019000
Sum: 0.023000
It 28,Best ac:0.006240 0.838710 fi:0.375078. Ave ac:0.010445,0.012036
Initialization: 6.130000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.381000
Kernel 1: 0.025000
Kernel 2: 84.236000
Copyback: 0.016000
Sum: 0.021000
It 29,Best ac:0.003360 1.000000 fi:0.305127. Ave ac:0.013041,0.017987
Initialization: 6.388000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.579000
Kernel 1: 0.024000
Kernel 2: 82.842003
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004798 0.800000 fi:0.372685. Ave ac:0.010001,0.009056
Initialization: 6.414000
Memcpy Classifiers: 0.228000
Memcpy Instances: 9.155000
Kernel 1: 0.024000
Kernel 2: 81.837997
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.004080 0.739130 fi:0.416893. Ave ac:0.008308,0.007680
Initialization: 7.008000
Memcpy Classifiers: 0.316000
Memcpy Instances: 9.094000
Kernel 1: 0.035000
Kernel 2: 83.545998
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.005280 0.880000 fi:0.304454. Ave ac:0.011209,0.013629
Initialization: 6.246000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.536000
Kernel 1: 0.024000
Kernel 2: 82.407997
Copyback: 0.017000
Sum: 0.026000
It 33,Best ac:0.004079 0.894737 fi:0.287888. Ave ac:0.007220,0.009299
Initialization: 26.188000
Memcpy Instances: 414.291992
Memcpy Classifiers: 0.050000
Kernel 1: 0.025000
Kernel 2: 507.309998
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 499.877991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 490.621002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.014000
Kernel 2: 513.044983
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 502.533997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.012000
Kernel 2: 509.621002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 493.487000
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 522.297974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 500.903992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 504.347992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 465.933014
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.062760 0.644840 fi:0.501929. Ave ac:0.007257,0.022357
Best acc 0.062760 0.644840
Rule:Att PSSM_0_6 is [<-3.634811]|Att PSSM_0_10 is [>-1.181249]|Att PSSM_2_5 is [-0.189237,4.158358]|Att PSSM_2_12 is [<-0.698219]|1
Accuracy : 0.764791
0	1	
157816	6264	
48925	21633	
Removed 1639 instances. 206741 Instances left. Acc of rule 0.005221-0.663819
Initialization: 6.403000
Memcpy Classifiers: 0.525000
Memcpy Instances: 9.181000
Kernel 1: 0.024000
Kernel 2: 100.864998
Copyback: 0.018000
Sum: 0.050000
Initial population average accuracy1:0.006058 accuracy2:0.237973
Initialization: 6.168000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.827000
Kernel 1: 0.024000
Kernel 2: 107.126999
Copyback: 0.018000
Sum: 0.033000
It 0,Best ac:0.008948 0.569231 fi:0.528613. Ave ac:0.010178,0.012874
Initialization: 6.221000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.302000
Kernel 1: 0.023000
Kernel 2: 107.098000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.006771 0.518519 fi:0.580264. Ave ac:0.015759,0.019806
Initialization: 6.156000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.380000
Kernel 1: 0.023000
Kernel 2: 105.427002
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.005079 0.552632 fi:0.546876. Ave ac:0.013939,0.017310
Initialization: 6.181000
Memcpy Classifiers: 0.923000
Memcpy Instances: 9.371000
Kernel 1: 0.023000
Kernel 2: 107.945000
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.003869 0.640000 fi:0.474474. Ave ac:0.013516,0.015112
Initialization: 6.083000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.322000
Kernel 1: 0.023000
Kernel 2: 109.640999
Copyback: 0.025000
Sum: 0.036000
It 4,Best ac:0.004596 0.633333 fi:0.466382. Ave ac:0.012242,0.014617
Initialization: 6.225000
Memcpy Classifiers: 0.469000
Memcpy Instances: 9.742000
Kernel 1: 0.023000
Kernel 2: 110.816002
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.004353 0.666667 fi:0.433154. Ave ac:0.012148,0.013630
Initialization: 6.405000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.406000
Kernel 1: 0.024000
Kernel 2: 114.209000
Copyback: 0.021000
Sum: 0.037000
It 6,Best ac:0.005080 0.656250 fi:0.443257. Ave ac:0.013693,0.013377
Initialization: 6.323000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.505000
Kernel 1: 0.024000
Kernel 2: 109.512001
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.006047 0.714286 fi:0.384806. Ave ac:0.012479,0.011927
Initialization: 7.472000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.516000
Kernel 1: 0.023000
Kernel 2: 105.346001
Copyback: 0.016000
Sum: 0.026000
It 8,Best ac:0.007015 0.707317 fi:0.391358. Ave ac:0.010839,0.015110
Initialization: 6.120000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.421000
Kernel 1: 0.023000
Kernel 2: 106.764000
Copyback: 0.018000
Sum: 0.033000
It 9,Best ac:0.004111 0.809524 fi:0.290399. Ave ac:0.010380,0.010783
Iteration 10:MDL fitness activated
Error 0.290399 TL 0.028215
MDL Theory Length Weight: 3.4308345916 (1)
Initialization: 6.693000
Memcpy Classifiers: 0.452000
Memcpy Instances: 10.107000
Kernel 1: 0.023000
Kernel 2: 107.240997
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.003868 0.888889 fi:0.333506. Ave ac:0.010103,0.011235
Initialization: 7.590000
Memcpy Classifiers: 0.416000
Memcpy Instances: 9.176000
Kernel 1: 0.022000
Kernel 2: 106.792000
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.004596 0.760000 fi:0.436336. Ave ac:0.010550,0.012064
Initialization: 6.214000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.423000
Kernel 1: 0.023000
Kernel 2: 107.780998
Copyback: 0.020000
Sum: 0.036000
It 12,Best ac:0.007495 0.815789 fi:0.382298. Ave ac:0.009741,0.013125
Initialization: 6.391000
Memcpy Classifiers: 0.379000
Memcpy Instances: 9.877000
Kernel 1: 0.023000
Kernel 2: 104.181999
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.008464 0.833333 fi:0.353472. Ave ac:0.010724,0.015263
Initialization: 6.182000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.341000
Kernel 1: 0.025000
Kernel 2: 101.706001
Copyback: 0.017000
Sum: 0.039000
It 14,Best ac:0.004111 0.772727 fi:0.415898. Ave ac:0.011545,0.017080
Initialization: 6.181000
Memcpy Classifiers: 0.358000
Memcpy Instances: 8.769000
Kernel 1: 0.023000
Kernel 2: 103.985001
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.005322 0.758621 fi:0.406795. Ave ac:0.009746,0.009567
Initialization: 6.186000
Memcpy Classifiers: 0.370000
Memcpy Instances: 8.281000
Kernel 1: 0.025000
Kernel 2: 98.569000
Copyback: 0.018000
Sum: 0.035000
It 16,Best ac:0.006773 0.800000 fi:0.387480. Ave ac:0.011012,0.011432
Initialization: 6.192000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.310000
Kernel 1: 0.024000
Kernel 2: 96.760002
Copyback: 0.018000
Sum: 0.042000
It 17,Best ac:0.004111 0.772727 fi:0.429187. Ave ac:0.010620,0.014720
Initialization: 6.109000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.901000
Kernel 1: 0.023000
Kernel 2: 96.554001
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.004354 0.782609 fi:0.424838. Ave ac:0.010548,0.011717
Initialization: 6.222000
Memcpy Classifiers: 0.367000
Memcpy Instances: 8.497000
Kernel 1: 0.024000
Kernel 2: 98.711998
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004111 0.809524 fi:0.397418. Ave ac:0.010262,0.014088
MDL Theory Length Weight: 3.0877511324 (11)
Initialization: 6.339000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.336000
Kernel 1: 0.023000
Kernel 2: 96.481003
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.004595 0.826087 fi:0.334707. Ave ac:0.009807,0.012915
Initialization: 6.327000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.296000
Kernel 1: 0.024000
Kernel 2: 98.068001
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.008222 0.829268 fi:0.344732. Ave ac:0.008136,0.007727
Initialization: 6.172000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.374000
Kernel 1: 0.023000
Kernel 2: 102.455002
Copyback: 0.371000
Sum: 0.029000
It 22,Best ac:0.004595 0.760000 fi:0.399375. Ave ac:0.007622,0.007787
Initialization: 6.130000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.330000
Kernel 1: 0.024000
Kernel 2: 99.660004
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.004595 0.826087 fi:0.351792. Ave ac:0.008683,0.008204
Initialization: 6.084000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.877000
Kernel 1: 0.023000
Kernel 2: 97.911003
Copyback: 0.017000
Sum: 0.031000
It 24,Best ac:0.004352 0.782609 fi:0.379948. Ave ac:0.008175,0.007481
Initialization: 6.168000
Memcpy Classifiers: 1.353000
Memcpy Instances: 9.149000
Kernel 1: 0.022000
Kernel 2: 96.267998
Copyback: 0.016000
Sum: 0.031000
It 25,Best ac:0.005079 0.913043 fi:0.254960. Ave ac:0.007171,0.006445
Initialization: 6.130000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.876000
Kernel 1: 0.023000
Kernel 2: 97.446999
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.004110 0.944444 fi:0.240215. Ave ac:0.009039,0.008215
Initialization: 6.167000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.810000
Kernel 1: 0.023000
Kernel 2: 99.599998
Copyback: 0.017000
Sum: 0.033000
It 27,Best ac:0.004595 0.760000 fi:0.395109. Ave ac:0.006193,0.005446
Initialization: 6.250000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.347000
Kernel 1: 0.023000
Kernel 2: 96.047997
Copyback: 0.017000
Sum: 0.035000
It 28,Best ac:0.003869 0.842105 fi:0.327168. Ave ac:0.007584,0.008240
Initialization: 6.228000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.325000
Kernel 1: 0.024000
Kernel 2: 94.448997
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.003869 0.800000 fi:0.385873. Ave ac:0.008108,0.007708
Initialization: 6.240000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.796000
Kernel 1: 0.023000
Kernel 2: 93.477997
Copyback: 0.017000
Sum: 0.038000
It 30,Best ac:0.005322 0.814815 fi:0.351011. Ave ac:0.009238,0.009550
Initialization: 6.187000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.295000
Kernel 1: 0.023000
Kernel 2: 92.170998
Copyback: 0.017000
Sum: 0.039000
It 31,Best ac:0.003869 0.761905 fi:0.425242. Ave ac:0.008701,0.009326
Initialization: 6.074000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.352000
Kernel 1: 0.024000
Kernel 2: 91.234001
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.005806 0.750000 fi:0.411750. Ave ac:0.009056,0.015863
Initialization: 6.161000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.293000
Kernel 1: 0.025000
Kernel 2: 85.751999
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.005806 0.774194 fi:0.397700. Ave ac:0.009202,0.010545
Initialization: 27.542999
Memcpy Instances: 410.354004
Memcpy Classifiers: 0.068000
Kernel 1: 0.026000
Kernel 2: 488.733002
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 496.027008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 485.200012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 512.874023
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.012000
Kernel 2: 467.369995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 494.552002
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.068000
Kernel 1: 0.020000
Kernel 2: 491.063995
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 513.301025
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 464.686005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 500.377991
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 465.057007
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.004024 0.661367 fi:0.501149. Ave ac:0.009676,0.031259
Best acc 0.004024 0.661367
Initialization: 6.270000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.289000
Kernel 1: 0.025000
Kernel 2: 101.140999
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005412 accuracy2:0.228568
Initialization: 6.221000
Memcpy Classifiers: 0.518000
Memcpy Instances: 8.293000
Kernel 1: 0.024000
Kernel 2: 105.822998
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.005322 0.550000 fi:0.549403. Ave ac:0.010027,0.014912
Initialization: 6.182000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.289000
Kernel 1: 0.024000
Kernel 2: 107.606003
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.004112 0.586207 fi:0.513716. Ave ac:0.012607,0.016163
Initialization: 6.143000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.316000
Kernel 1: 0.023000
Kernel 2: 105.401001
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.007983 0.660000 fi:0.438260. Ave ac:0.010906,0.013258
Initialization: 6.176000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.795000
Kernel 1: 0.023000
Kernel 2: 104.874001
Copyback: 0.018000
Sum: 0.034000
It 3,Best ac:0.006771 0.651163 fi:0.447617. Ave ac:0.011384,0.018458
Initialization: 6.162000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.305000
Kernel 1: 0.024000
Kernel 2: 105.535004
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.006530 0.642857 fi:0.456029. Ave ac:0.010462,0.014102
Initialization: 6.197000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.317000
Kernel 1: 0.024000
Kernel 2: 101.832001
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.003627 0.882353 fi:0.288314. Ave ac:0.011076,0.017146
Initialization: 6.151000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.301000
Kernel 1: 0.024000
Kernel 2: 101.963997
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005079 0.724138 fi:0.375372. Ave ac:0.010812,0.012068
Initialization: 6.127000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.376000
Kernel 1: 0.023000
Kernel 2: 102.568001
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.008706 0.720000 fi:0.377951. Ave ac:0.010039,0.011119
Initialization: 6.170000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.359000
Kernel 1: 0.023000
Kernel 2: 102.876999
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.003869 0.842105 fi:0.272368. Ave ac:0.009931,0.009557
Initialization: 6.140000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.841000
Kernel 1: 0.023000
Kernel 2: 104.369003
Copyback: 0.018000
Sum: 0.039000
It 9,Best ac:0.004596 0.863636 fi:0.236079. Ave ac:0.009645,0.008500
Iteration 10:MDL fitness activated
Error 0.236079 TL 0.037072
MDL Theory Length Weight: 2.1226835778 (1)
Initialization: 6.142000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.320000
Kernel 1: 0.024000
Kernel 2: 102.596001
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.003868 0.800000 fi:0.413584. Ave ac:0.007195,0.007341
Initialization: 6.182000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.320000
Kernel 1: 0.023000
Kernel 2: 102.050003
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004354 0.782609 fi:0.393211. Ave ac:0.008784,0.008361
Initialization: 6.146000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.313000
Kernel 1: 0.025000
Kernel 2: 97.861000
Copyback: 0.016000
Sum: 0.033000
It 12,Best ac:0.003868 0.727273 fi:0.465787. Ave ac:0.008518,0.007502
Initialization: 6.101000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.307000
Kernel 1: 0.023000
Kernel 2: 95.900002
Copyback: 0.016000
Sum: 0.034000
It 13,Best ac:0.005804 0.800000 fi:0.383680. Ave ac:0.010431,0.009436
Initialization: 6.185000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.304000
Kernel 1: 0.023000
Kernel 2: 96.585999
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.007255 0.750000 fi:0.407136. Ave ac:0.009767,0.008869
Initialization: 6.167000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.343000
Kernel 1: 0.024000
Kernel 2: 96.539001
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.007495 0.794872 fi:0.380836. Ave ac:0.010499,0.011272
Initialization: 7.113000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.378000
Kernel 1: 0.023000
Kernel 2: 95.708000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003870 0.842105 fi:0.346447. Ave ac:0.008489,0.008592
Initialization: 6.241000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.339000
Kernel 1: 0.024000
Kernel 2: 98.081001
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.004352 0.782609 fi:0.401409. Ave ac:0.007046,0.007385
Initialization: 6.231000
Memcpy Classifiers: 0.406000
Memcpy Instances: 8.328000
Kernel 1: 0.024000
Kernel 2: 99.065002
Copyback: 0.016000
Sum: 0.030000
It 18,Best ac:0.007983 0.767442 fi:0.382786. Ave ac:0.007981,0.007517
Initialization: 6.142000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.302000
Kernel 1: 0.024000
Kernel 2: 95.181000
Copyback: 0.017000
Sum: 0.039000
It 19,Best ac:0.005080 0.724138 fi:0.444257. Ave ac:0.008534,0.009203
Initialization: 6.184000
Memcpy Classifiers: 0.378000
Memcpy Instances: 8.338000
Kernel 1: 0.023000
Kernel 2: 95.214996
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.006046 0.781250 fi:0.395081. Ave ac:0.009268,0.010205
Initialization: 6.625000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.308000
Kernel 1: 0.022000
Kernel 2: 97.000999
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.004112 0.850000 fi:0.291438. Ave ac:0.010537,0.010351
Initialization: 6.022000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.292000
Kernel 1: 0.023000
Kernel 2: 98.045998
Copyback: 0.017000
Sum: 0.037000
It 22,Best ac:0.004837 0.800000 fi:0.347665. Ave ac:0.009339,0.007990
Initialization: 6.107000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.341000
Kernel 1: 0.025000
Kernel 2: 97.539001
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.004837 0.800000 fi:0.378139. Ave ac:0.009304,0.008300
Initialization: 6.164000
Memcpy Classifiers: 0.406000
Memcpy Instances: 8.354000
Kernel 1: 0.026000
Kernel 2: 94.394997
Copyback: 0.018000
Sum: 0.035000
It 24,Best ac:0.004353 0.750000 fi:0.412104. Ave ac:0.009023,0.010511
Initialization: 6.259000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.350000
Kernel 1: 0.022000
Kernel 2: 97.900002
Copyback: 0.017000
Sum: 0.035000
It 25,Best ac:0.004111 0.772727 fi:0.392852. Ave ac:0.010489,0.009502
Initialization: 6.205000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.324000
Kernel 1: 0.023000
Kernel 2: 95.196999
Copyback: 0.878000
Sum: 0.034000
It 26,Best ac:0.004353 0.857143 fi:0.311634. Ave ac:0.012495,0.011288
Initialization: 6.159000
Memcpy Classifiers: 0.339000
Memcpy Instances: 9.045000
Kernel 1: 0.023000
Kernel 2: 94.161003
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.004354 0.818182 fi:0.341301. Ave ac:0.010014,0.008360
Initialization: 6.054000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.340000
Kernel 1: 0.023000
Kernel 2: 100.117996
Copyback: 0.017000
Sum: 0.033000
It 28,Best ac:0.004595 0.904762 fi:0.260488. Ave ac:0.009685,0.007182
Initialization: 6.095000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.332000
Kernel 1: 0.024000
Kernel 2: 97.180000
Copyback: 0.017000
Sum: 0.035000
It 29,Best ac:0.005079 0.840000 fi:0.311320. Ave ac:0.008534,0.006967
Initialization: 6.142000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.295000
Kernel 1: 0.023000
Kernel 2: 100.492996
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.005320 0.880000 fi:0.273294. Ave ac:0.006423,0.005301
Initialization: 6.695000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.317000
Kernel 1: 0.024000
Kernel 2: 100.278000
Copyback: 0.017000
Sum: 0.036000
It 31,Best ac:0.008464 0.777778 fi:0.376115. Ave ac:0.008178,0.005828
Initialization: 6.222000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.440000
Kernel 1: 0.023000
Kernel 2: 98.202003
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.006289 0.838710 fi:0.321905. Ave ac:0.008019,0.005712
Initialization: 6.146000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.378000
Kernel 1: 0.023000
Kernel 2: 98.527000
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.004352 0.900000 fi:0.262815. Ave ac:0.007760,0.005556
Initialization: 26.358000
Memcpy Instances: 409.319000
Memcpy Classifiers: 0.069000
Kernel 1: 0.023000
Kernel 2: 546.000977
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 540.263977
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 565.283997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 564.010010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 561.591980
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 530.039001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 573.507019
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 553.221985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 571.961975
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 549.984985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 521.510986
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.044157 0.643885 fi:0.500153. Ave ac:0.006424,0.019665
Best acc 0.044157 0.643885
Rule:Att PSSM_-3_7 is [<-1.974498]|Att PSSM_-1_12 is [<-2.454007]|Att PSSM_0_7 is [-6.063445,-3.948642]|Att PSSM_2_11 is [>-5.810452]|Att PSSM_3_19 is [-6.430917,7.559615]|Att PSSM_4_2 is [<-0.373930]|Att PSSM_4_14 is [-3.156520,3.156520]|1
Accuracy : 0.766521
0	1	
157390	6690	
48093	22465	
Removed 1258 instances. 205483 Instances left. Acc of rule 0.004024-0.661367
Initialization: 6.353000
Memcpy Classifiers: 0.576000
Memcpy Instances: 8.298000
Kernel 1: 0.025000
Kernel 2: 103.024002
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.006054 accuracy2:0.234123
Initialization: 6.092000
Memcpy Classifiers: 0.504000
Memcpy Instances: 8.289000
Kernel 1: 0.024000
Kernel 2: 107.651001
Copyback: 0.017000
Sum: 0.050000
It 0,Best ac:0.007299 0.555556 fi:0.542964. Ave ac:0.011479,0.017023
Initialization: 6.126000
Memcpy Classifiers: 0.949000
Memcpy Instances: 8.373000
Kernel 1: 0.023000
Kernel 2: 109.309998
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.020438 0.474576 fi:0.618660. Ave ac:0.014012,0.020300
Initialization: 6.075000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.789000
Kernel 1: 0.023000
Kernel 2: 109.185997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.003163 0.764706 fi:0.503837. Ave ac:0.015767,0.020721
Initialization: 6.129000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.581000
Kernel 1: 0.022000
Kernel 2: 109.685997
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.004138 0.629630 fi:0.470262. Ave ac:0.016271,0.021413
Initialization: 6.139000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.334000
Kernel 1: 0.024000
Kernel 2: 107.890999
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004866 0.740741 fi:0.358836. Ave ac:0.016677,0.020062
Initialization: 6.084000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.272000
Kernel 1: 0.023000
Kernel 2: 106.665001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.006326 0.666667 fi:0.432276. Ave ac:0.013873,0.017139
Initialization: 6.188000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.234000
Kernel 1: 0.025000
Kernel 2: 105.317001
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.006084 0.714286 fi:0.384760. Ave ac:0.011755,0.014579
Initialization: 6.128000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.241000
Kernel 1: 0.024000
Kernel 2: 106.796997
Copyback: 0.018000
Sum: 0.032000
It 7,Best ac:0.004136 0.809524 fi:0.290370. Ave ac:0.010636,0.012980
Initialization: 6.099000
Memcpy Classifiers: 0.433000
Memcpy Instances: 9.024000
Kernel 1: 0.024000
Kernel 2: 105.822998
Copyback: 0.017000
Sum: 0.040000
It 8,Best ac:0.004623 0.791667 fi:0.308016. Ave ac:0.011327,0.012938
Initialization: 6.124000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.278000
Kernel 1: 0.023000
Kernel 2: 107.180000
Copyback: 0.016000
Sum: 0.027000
It 9,Best ac:0.003651 0.750000 fi:0.406011. Ave ac:0.010495,0.011859
Iteration 10:MDL fitness activated
Error 0.406011 TL 0.030527
MDL Theory Length Weight: 4.4333696951 (3)
Initialization: 6.687000
Memcpy Classifiers: 0.418000
Memcpy Instances: 8.283000
Kernel 1: 0.023000
Kernel 2: 105.513000
Copyback: 0.017000
Sum: 0.026000
It 10,Best ac:0.004623 0.730769 fi:0.456770. Ave ac:0.010288,0.011793
Initialization: 6.209000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.274000
Kernel 1: 0.024000
Kernel 2: 100.057999
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.003650 0.789474 fi:0.454394. Ave ac:0.011359,0.013870
Initialization: 6.133000
Memcpy Classifiers: 0.442000
Memcpy Instances: 8.254000
Kernel 1: 0.024000
Kernel 2: 93.727997
Copyback: 0.017000
Sum: 0.040000
It 12,Best ac:0.003650 0.789474 fi:0.473961. Ave ac:0.012662,0.016217
Initialization: 6.108000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.843000
Kernel 1: 0.023000
Kernel 2: 90.209999
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.003893 0.842105 fi:0.351081. Ave ac:0.014309,0.019146
Initialization: 6.079000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.367000
Kernel 1: 0.023000
Kernel 2: 92.269997
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.004867 0.769231 fi:0.414359. Ave ac:0.011755,0.013292
Initialization: 6.158000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.243000
Kernel 1: 0.024000
Kernel 2: 93.053001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.005353 0.733333 fi:0.441658. Ave ac:0.015957,0.022649
Initialization: 6.159000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.251000
Kernel 1: 0.024000
Kernel 2: 87.862000
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.004867 0.740741 fi:0.452734. Ave ac:0.012266,0.015826
Initialization: 6.210000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.234000
Kernel 1: 0.024000
Kernel 2: 85.488998
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.007299 0.769231 fi:0.398888. Ave ac:0.012948,0.017406
Initialization: 6.167000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.307000
Kernel 1: 0.024000
Kernel 2: 86.547997
Copyback: 0.017000
Sum: 0.025000
It 18,Best ac:0.004136 0.739130 fi:0.383497. Ave ac:0.013794,0.018644
Initialization: 6.103000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.296000
Kernel 1: 0.022000
Kernel 2: 84.162003
Copyback: 0.016000
Sum: 0.025000
It 19,Best ac:0.003894 0.888889 fi:0.316151. Ave ac:0.017944,0.021507
Initialization: 6.133000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.233000
Kernel 1: 0.025000
Kernel 2: 81.704002
Copyback: 0.017000
Sum: 0.023000
It 20,Best ac:0.004867 0.740741 fi:0.430208. Ave ac:0.017829,0.022613
Initialization: 6.140000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.234000
Kernel 1: 0.022000
Kernel 2: 81.517998
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.007788 0.744186 fi:0.432380. Ave ac:0.017342,0.022845
Initialization: 6.332000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.236000
Kernel 1: 0.023000
Kernel 2: 83.532997
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.004136 0.894737 fi:0.290798. Ave ac:0.014498,0.023988
Initialization: 6.202000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.709000
Kernel 1: 0.024000
Kernel 2: 80.282997
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004866 0.800000 fi:0.330814. Ave ac:0.013942,0.021079
Initialization: 6.135000
Memcpy Classifiers: 0.309000
Memcpy Instances: 8.275000
Kernel 1: 0.024000
Kernel 2: 80.792000
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.004380 0.818182 fi:0.333692. Ave ac:0.016715,0.027500
Initialization: 6.142000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.285000
Kernel 1: 0.025000
Kernel 2: 81.363998
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.006813 0.823529 fi:0.350930. Ave ac:0.012015,0.017263
Initialization: 6.197000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.357000
Kernel 1: 0.023000
Kernel 2: 80.486000
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.003650 0.882353 fi:0.337817. Ave ac:0.016621,0.026006
Initialization: 6.110000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.273000
Kernel 1: 0.023000
Kernel 2: 81.624001
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.004623 0.655172 fi:0.499753. Ave ac:0.018116,0.029850
Initialization: 6.120000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.273000
Kernel 1: 0.024000
Kernel 2: 79.305000
Copyback: 0.018000
Sum: 0.024000
It 28,Best ac:0.005841 0.800000 fi:0.350923. Ave ac:0.017192,0.022120
Initialization: 6.102000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.295000
Kernel 1: 0.023000
Kernel 2: 75.889000
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.008273 0.829268 fi:0.321296. Ave ac:0.015792,0.020741
Initialization: 6.086000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.717000
Kernel 1: 0.023000
Kernel 2: 77.962997
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.005354 0.814815 fi:0.352762. Ave ac:0.012792,0.024559
Initialization: 6.054000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.268000
Kernel 1: 0.023000
Kernel 2: 78.941002
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.005354 0.814815 fi:0.348709. Ave ac:0.015324,0.030387
MDL Theory Length Weight: 3.9900327255 (10)
Initialization: 6.187000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.307000
Kernel 1: 0.023000
Kernel 2: 79.834000
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.004136 0.809524 fi:0.337192. Ave ac:0.011853,0.020524
Initialization: 6.056000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.257000
Kernel 1: 0.023000
Kernel 2: 81.643997
Copyback: 0.024000
Sum: 0.031000
It 33,Best ac:0.003893 0.842105 fi:0.278902. Ave ac:0.013313,0.023365
Initialization: 26.738001
Memcpy Instances: 404.924011
Memcpy Classifiers: 0.063000
Kernel 1: 0.024000
Kernel 2: 460.152008
Copyback: 0.014000
Sum: 0.014000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 481.967010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 459.458008
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 473.748993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 471.623993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 485.769989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 482.269012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 482.298004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 467.311005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 470.806000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.014000
Kernel 2: 379.033997
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004365 0.618194 fi:0.528194. Ave ac:0.009961,0.034084
Best acc 0.004365 0.618194
Initialization: 6.159000
Memcpy Classifiers: 0.627000
Memcpy Instances: 9.025000
Kernel 1: 0.025000
Kernel 2: 98.309998
Copyback: 0.018000
Sum: 0.053000
Initial population average accuracy1:0.005253 accuracy2:0.227319
Initialization: 6.176000
Memcpy Classifiers: 0.524000
Memcpy Instances: 8.242000
Kernel 1: 0.023000
Kernel 2: 105.165001
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.034793 0.462783 fi:0.630453. Ave ac:0.011998,0.017583
Initialization: 6.372000
Memcpy Classifiers: 0.472000
Memcpy Instances: 9.125000
Kernel 1: 0.023000
Kernel 2: 108.446999
Copyback: 0.017000
Sum: 0.036000
It 1,Best ac:0.003165 0.722222 fi:0.545560. Ave ac:0.014864,0.019039
Initialization: 6.108000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.348000
Kernel 1: 0.024000
Kernel 2: 105.500999
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.006083 0.675676 fi:0.423372. Ave ac:0.013464,0.015982
Initialization: 6.078000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.330000
Kernel 1: 0.023000
Kernel 2: 104.106003
Copyback: 0.017000
Sum: 0.034000
It 3,Best ac:0.005596 0.547619 fi:0.551641. Ave ac:0.015412,0.018029
Initialization: 6.133000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.248000
Kernel 1: 0.024000
Kernel 2: 103.580002
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004623 0.678571 fi:0.421111. Ave ac:0.016383,0.017800
Initialization: 6.094000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.243000
Kernel 1: 0.024000
Kernel 2: 103.973000
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.003163 0.866667 fi:0.401877. Ave ac:0.015249,0.017045
Initialization: 6.108000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.253000
Kernel 1: 0.024000
Kernel 2: 101.821999
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.005839 0.774194 fi:0.324960. Ave ac:0.014278,0.016530
Initialization: 6.041000
Memcpy Classifiers: 0.450000
Memcpy Instances: 9.352000
Kernel 1: 0.022000
Kernel 2: 98.660004
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003894 0.695652 fi:0.404347. Ave ac:0.012115,0.011679
Initialization: 6.165000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.237000
Kernel 1: 0.025000
Kernel 2: 100.025002
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.005839 0.727273 fi:0.371881. Ave ac:0.010261,0.011716
Initialization: 6.119000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.240000
Kernel 1: 0.024000
Kernel 2: 99.440002
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.006083 0.714286 fi:0.384762. Ave ac:0.012353,0.012661
Iteration 10:MDL fitness activated
Error 0.384762 TL 0.024107
MDL Theory Length Weight: 5.3201773483 (4)
Initialization: 6.073000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.337000
Kernel 1: 0.024000
Kernel 2: 98.447998
Copyback: 0.018000
Sum: 0.032000
It 10,Best ac:0.003894 0.888889 fi:0.405405. Ave ac:0.010652,0.011205
Initialization: 6.094000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.286000
Kernel 1: 0.023000
Kernel 2: 94.653000
Copyback: 0.017000
Sum: 0.039000
It 11,Best ac:0.003893 0.842105 fi:0.427439. Ave ac:0.012336,0.013876
Initialization: 6.146000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.261000
Kernel 1: 0.024000
Kernel 2: 91.037003
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.007301 0.750000 fi:0.474276. Ave ac:0.013995,0.016176
Initialization: 6.128000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.294000
Kernel 1: 0.024000
Kernel 2: 91.556000
Copyback: 0.016000
Sum: 0.037000
It 13,Best ac:0.004866 0.833333 fi:0.398501. Ave ac:0.014153,0.017174
Initialization: 6.156000
Memcpy Classifiers: 0.323000
Memcpy Instances: 8.233000
Kernel 1: 0.025000
Kernel 2: 88.398003
Copyback: 0.371000
Sum: 0.034000
It 14,Best ac:0.006083 0.806452 fi:0.422715. Ave ac:0.015805,0.017305
Initialization: 6.145000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.240000
Kernel 1: 0.024000
Kernel 2: 87.802002
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.005596 0.884615 fi:0.292697. Ave ac:0.013715,0.018003
Initialization: 6.046000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.256000
Kernel 1: 0.025000
Kernel 2: 84.206001
Copyback: 0.018000
Sum: 0.035000
It 16,Best ac:0.008273 0.790698 fi:0.418236. Ave ac:0.013610,0.016949
Initialization: 6.084000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.297000
Kernel 1: 0.025000
Kernel 2: 82.667999
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.007544 0.738095 fi:0.448785. Ave ac:0.014239,0.017257
Initialization: 6.156000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.276000
Kernel 1: 0.024000
Kernel 2: 80.394997
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.003893 0.842105 fi:0.359169. Ave ac:0.014796,0.018348
Initialization: 6.349000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.304000
Kernel 1: 0.024000
Kernel 2: 78.171997
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.004866 0.740741 fi:0.442999. Ave ac:0.014646,0.016760
Initialization: 6.155000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.262000
Kernel 1: 0.024000
Kernel 2: 78.505997
Copyback: 0.018000
Sum: 0.027000
It 20,Best ac:0.006328 0.812500 fi:0.383947. Ave ac:0.013161,0.017175
Initialization: 6.235000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.259000
Kernel 1: 0.023000
Kernel 2: 78.468002
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.003893 0.800000 fi:0.427644. Ave ac:0.011873,0.016166
Initialization: 6.610000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.276000
Kernel 1: 0.023000
Kernel 2: 76.178001
Copyback: 0.020000
Sum: 0.026000
It 22,Best ac:0.005354 0.846154 fi:0.428224. Ave ac:0.010808,0.011577
Initialization: 6.226000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.327000
Kernel 1: 0.024000
Kernel 2: 77.388000
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.008516 0.795455 fi:0.420581. Ave ac:0.010638,0.011062
Initialization: 6.653000
Memcpy Classifiers: 0.265000
Memcpy Instances: 8.261000
Kernel 1: 0.023000
Kernel 2: 77.963997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.004136 0.809524 fi:0.368423. Ave ac:0.009704,0.008814
MDL Theory Length Weight: 4.7881596134 (10)
Initialization: 6.122000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.269000
Kernel 1: 0.024000
Kernel 2: 77.430000
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.003650 0.789474 fi:0.443530. Ave ac:0.011058,0.010482
Initialization: 6.134000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.241000
Kernel 1: 0.024000
Kernel 2: 78.185997
Copyback: 0.016000
Sum: 0.023000
It 26,Best ac:0.004380 0.900000 fi:0.277141. Ave ac:0.010582,0.010994
Initialization: 6.189000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.236000
Kernel 1: 0.023000
Kernel 2: 76.374001
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.006571 0.870968 fi:0.312518. Ave ac:0.012683,0.012103
Initialization: 6.148000
Memcpy Classifiers: 0.268000
Memcpy Instances: 8.318000
Kernel 1: 0.023000
Kernel 2: 77.067001
Copyback: 0.017000
Sum: 0.025000
It 28,Best ac:0.004623 0.826087 fi:0.390974. Ave ac:0.009341,0.008917
Initialization: 6.632000
Memcpy Classifiers: 0.285000
Memcpy Instances: 8.274000
Kernel 1: 0.024000
Kernel 2: 78.323997
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.003893 0.842105 fi:0.354906. Ave ac:0.008183,0.007741
Initialization: 6.158000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.306000
Kernel 1: 0.023000
Kernel 2: 79.521004
Copyback: 0.017000
Sum: 0.027000
It 30,Best ac:0.003651 0.882353 fi:0.379217. Ave ac:0.010913,0.009119
Initialization: 6.197000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.252000
Kernel 1: 0.024000
Kernel 2: 79.842003
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.005353 0.880000 fi:0.304684. Ave ac:0.010215,0.008656
Initialization: 6.668000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.244000
Kernel 1: 0.024000
Kernel 2: 77.835999
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.006083 0.806452 fi:0.378697. Ave ac:0.008494,0.008800
Initialization: 6.134000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.253000
Kernel 1: 0.024000
Kernel 2: 77.759003
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.003893 0.842105 fi:0.357798. Ave ac:0.009314,0.009364
Initialization: 26.844000
Memcpy Instances: 406.497009
Memcpy Classifiers: 0.064000
Kernel 1: 0.026000
Kernel 2: 432.186005
Copyback: 0.020000
Sum: 0.013000
Memcpy Classifiers: 0.058000
Kernel 1: 0.019000
Kernel 2: 438.019012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 462.277008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 464.500000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 461.278015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 445.027008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 450.006012
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 442.848999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 446.776001
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 449.343994
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.012000
Kernel 2: 361.644012
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004579 0.691403 fi:0.513856. Ave ac:0.009017,0.028237
Best acc 0.004579 0.691403
Rule:Att PSSM_-3_7 is [<1.314871]|Att PSSM_-3_12 is [-6.593592,-0.971160]|Att PSSM_-2_7 is [<2.588014]|Att PSSM_-1_5 is [-1.345885,11.128761]|Att PSSM_-1_12 is [<-1.643149]|Att PSSM_0_12 is [-6.762617,-2.552119]|Att PSSM_2_12 is [-4.904232,-2.368580]|1
Accuracy : 0.768742
0	1	
156970	7110	
47152	23406	
Removed 1361 instances. 204122 Instances left. Acc of rule 0.004579-0.691403
Initialization: 6.168000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.221000
Kernel 1: 0.025000
Kernel 2: 101.241997
Copyback: 0.018000
Sum: 0.046000
Initial population average accuracy1:0.005460 accuracy2:0.218348
Initialization: 6.176000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.657000
Kernel 1: 0.023000
Kernel 2: 106.916000
Copyback: 0.018000
Sum: 0.037000
It 0,Best ac:0.003919 0.571429 fi:0.528537. Ave ac:0.011123,0.016511
Initialization: 6.177000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.675000
Kernel 1: 0.024000
Kernel 2: 108.886002
Copyback: 0.017000
Sum: 0.035000
It 1,Best ac:0.003920 0.571429 fi:0.528537. Ave ac:0.015361,0.017835
Initialization: 6.223000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.400000
Kernel 1: 0.023000
Kernel 2: 103.806000
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.005388 0.611111 fi:0.488207. Ave ac:0.014008,0.016315
Initialization: 6.152000
Memcpy Classifiers: 0.451000
Memcpy Instances: 9.522000
Kernel 1: 0.023000
Kernel 2: 101.876999
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.005388 0.687500 fi:0.411818. Ave ac:0.013734,0.013812
Initialization: 6.139000
Memcpy Classifiers: 0.453000
Memcpy Instances: 8.180000
Kernel 1: 0.024000
Kernel 2: 99.648003
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004165 0.739130 fi:0.360727. Ave ac:0.013047,0.015142
Initialization: 6.074000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.295000
Kernel 1: 0.023000
Kernel 2: 98.436996
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.004410 0.750000 fi:0.349750. Ave ac:0.009815,0.009532
Initialization: 6.090000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.692000
Kernel 1: 0.022000
Kernel 2: 97.487000
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.003429 0.823529 fi:0.372876. Ave ac:0.009911,0.008340
Initialization: 6.105000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.177000
Kernel 1: 0.024000
Kernel 2: 100.345001
Copyback: 0.017000
Sum: 0.035000
It 7,Best ac:0.003430 0.823529 fi:0.372876. Ave ac:0.007698,0.006661
Initialization: 6.113000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.179000
Kernel 1: 0.024000
Kernel 2: 101.238998
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.004164 0.772727 fi:0.327130. Ave ac:0.009495,0.007388
Initialization: 6.280000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.179000
Kernel 1: 0.023000
Kernel 2: 97.959000
Copyback: 0.017000
Sum: 0.037000
It 9,Best ac:0.005390 0.785714 fi:0.313604. Ave ac:0.009146,0.007309
Iteration 10:MDL fitness activated
Error 0.313604 TL 0.031851
MDL Theory Length Weight: 3.2820009161 (1)
Initialization: 6.167000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.295000
Kernel 1: 0.024000
Kernel 2: 95.747002
Copyback: 0.017000
Sum: 0.039000
It 10,Best ac:0.007348 0.810811 fi:0.394576. Ave ac:0.008004,0.006952
Initialization: 6.158000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.177000
Kernel 1: 0.024000
Kernel 2: 96.102997
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.004410 0.750000 fi:0.443010. Ave ac:0.009129,0.007248
Initialization: 6.129000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.283000
Kernel 1: 0.023000
Kernel 2: 95.503998
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.005145 0.777778 fi:0.457225. Ave ac:0.008078,0.006580
Initialization: 6.075000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.725000
Kernel 1: 0.024000
Kernel 2: 95.579002
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.004163 0.850000 fi:0.362527. Ave ac:0.009139,0.006704
Initialization: 6.196000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.173000
Kernel 1: 0.024000
Kernel 2: 94.563004
Copyback: 0.018000
Sum: 0.036000
It 14,Best ac:0.008084 0.767442 fi:0.443839. Ave ac:0.007686,0.005922
Initialization: 6.117000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.283000
Kernel 1: 0.023000
Kernel 2: 93.888000
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.006369 0.812500 fi:0.375150. Ave ac:0.006950,0.005504
Initialization: 6.125000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.189000
Kernel 1: 0.025000
Kernel 2: 97.357002
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.004898 0.952381 fi:0.258177. Ave ac:0.009431,0.007408
Initialization: 6.130000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.185000
Kernel 1: 0.024000
Kernel 2: 93.564003
Copyback: 0.018000
Sum: 0.031000
It 17,Best ac:0.007348 0.789474 fi:0.401804. Ave ac:0.007228,0.005225
Initialization: 6.100000
Memcpy Classifiers: 0.369000
Memcpy Instances: 8.186000
Kernel 1: 0.023000
Kernel 2: 93.662003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.004653 0.863636 fi:0.332136. Ave ac:0.007420,0.004785
Initialization: 6.141000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.187000
Kernel 1: 0.024000
Kernel 2: 92.310997
Copyback: 0.018000
Sum: 0.029000
It 19,Best ac:0.004653 0.826087 fi:0.378090. Ave ac:0.006046,0.004300
Initialization: 6.120000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.238000
Kernel 1: 0.024000
Kernel 2: 93.780998
Copyback: 0.018000
Sum: 0.032000
It 20,Best ac:0.005143 0.840000 fi:0.351399. Ave ac:0.008371,0.005899
Initialization: 6.109000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.188000
Kernel 1: 0.053000
Kernel 2: 88.446999
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.004410 0.818182 fi:0.388163. Ave ac:0.005935,0.005401
Initialization: 6.087000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.268000
Kernel 1: 0.023000
Kernel 2: 90.332001
Copyback: 0.018000
Sum: 0.033000
It 22,Best ac:0.003675 0.882353 fi:0.371029. Ave ac:0.007889,0.005567
Initialization: 6.190000
Memcpy Classifiers: 0.351000
Memcpy Instances: 9.292000
Kernel 1: 0.022000
Kernel 2: 89.207001
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.005145 0.777778 fi:0.435562. Ave ac:0.006472,0.004946
Initialization: 6.166000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.262000
Kernel 1: 0.023000
Kernel 2: 89.009003
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.005634 0.821429 fi:0.390522. Ave ac:0.007231,0.005953
Initialization: 6.117000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.386000
Kernel 1: 0.023000
Kernel 2: 88.049004
Copyback: 0.018000
Sum: 0.032000
It 25,Best ac:0.003920 0.800000 fi:0.391494. Ave ac:0.007903,0.006706
MDL Theory Length Weight: 2.9538008245 (10)
Initialization: 6.615000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.124000
Kernel 1: 0.022000
Kernel 2: 87.429001
Copyback: 0.017000
Sum: 0.035000
It 26,Best ac:0.004898 0.952381 fi:0.243089. Ave ac:0.007904,0.006233
Initialization: 6.147000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.235000
Kernel 1: 0.024000
Kernel 2: 86.181999
Copyback: 0.017000
Sum: 0.036000
It 27,Best ac:0.005634 0.793103 fi:0.395967. Ave ac:0.006044,0.004662
Initialization: 6.124000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.217000
Kernel 1: 0.023000
Kernel 2: 85.736000
Copyback: 0.017000
Sum: 0.032000
It 28,Best ac:0.005634 0.884615 fi:0.300962. Ave ac:0.008147,0.006067
Initialization: 6.572000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.427000
Kernel 1: 0.024000
Kernel 2: 85.334999
Copyback: 0.019000
Sum: 0.037000
It 29,Best ac:0.005633 0.793103 fi:0.390964. Ave ac:0.006699,0.005206
Initialization: 6.003000
Memcpy Classifiers: 0.518000
Memcpy Instances: 8.668000
Kernel 1: 0.022000
Kernel 2: 85.318001
Copyback: 0.017000
Sum: 0.032000
It 30,Best ac:0.003674 0.882353 fi:0.351933. Ave ac:0.006604,0.004565
Initialization: 6.363000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.413000
Kernel 1: 0.021000
Kernel 2: 85.889000
Copyback: 0.017000
Sum: 0.035000
It 31,Best ac:0.004655 0.863636 fi:0.324356. Ave ac:0.007488,0.005183
Initialization: 6.366000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.730000
Kernel 1: 0.023000
Kernel 2: 84.758003
Copyback: 0.017000
Sum: 0.034000
It 32,Best ac:0.003674 0.937500 fi:0.281874. Ave ac:0.006164,0.004269
Initialization: 6.317000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.281000
Kernel 1: 0.022000
Kernel 2: 85.403000
Copyback: 0.017000
Sum: 0.032000
It 33,Best ac:0.004164 0.850000 fi:0.337657. Ave ac:0.007613,0.005265
Initialization: 26.930000
Memcpy Instances: 406.216003
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 486.257996
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 494.153015
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 505.178986
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 471.345001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 501.404999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 497.127014
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 487.621002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.012000
Kernel 2: 485.502991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 499.976990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 483.647003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 226.033997
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004752 0.669890 fi:0.519569. Ave ac:0.007185,0.021631
Best acc 0.004752 0.669890
Initialization: 6.159000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.354000
Kernel 1: 0.024000
Kernel 2: 102.143997
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.005281 accuracy2:0.224631
Initialization: 6.133000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.177000
Kernel 1: 0.024000
Kernel 2: 106.525002
Copyback: 0.017000
Sum: 0.053000
It 0,Best ac:0.006123 0.543478 fi:0.555517. Ave ac:0.011082,0.016133
Initialization: 6.131000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.176000
Kernel 1: 0.024000
Kernel 2: 108.992996
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.005634 0.560976 fi:0.538235. Ave ac:0.014394,0.018620
Initialization: 6.038000
Memcpy Classifiers: 0.467000
Memcpy Instances: 8.684000
Kernel 1: 0.023000
Kernel 2: 105.664001
Copyback: 0.365000
Sum: 0.033000
It 2,Best ac:0.006124 0.543478 fi:0.555517. Ave ac:0.012370,0.015287
Initialization: 6.145000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.262000
Kernel 1: 0.023000
Kernel 2: 104.425003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.006124 0.595238 fi:0.503757. Ave ac:0.011795,0.015133
Initialization: 6.173000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.668000
Kernel 1: 0.023000
Kernel 2: 101.407997
Copyback: 0.024000
Sum: 0.038000
It 4,Best ac:0.004900 0.625000 fi:0.474534. Ave ac:0.012573,0.016281
Initialization: 6.306000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.285000
Kernel 1: 0.024000
Kernel 2: 98.383003
Copyback: 0.018000
Sum: 0.036000
It 5,Best ac:0.003920 0.727273 fi:0.372693. Ave ac:0.011606,0.016315
Initialization: 6.139000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.177000
Kernel 1: 0.025000
Kernel 2: 100.588997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.008327 0.708333 fi:0.389691. Ave ac:0.010465,0.012233
Initialization: 6.159000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.216000
Kernel 1: 0.024000
Kernel 2: 96.209999
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.004409 0.750000 fi:0.349750. Ave ac:0.008878,0.009401
Initialization: 6.096000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.656000
Kernel 1: 0.023000
Kernel 2: 94.074997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.006369 0.742857 fi:0.356030. Ave ac:0.010129,0.011500
Initialization: 6.079000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.652000
Kernel 1: 0.023000
Kernel 2: 96.896004
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.005879 0.727273 fi:0.371830. Ave ac:0.009224,0.010025
Iteration 10:MDL fitness activated
Error 0.371830 TL 0.021675
MDL Theory Length Weight: 5.7181677571 (3)
Initialization: 6.080000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.214000
Kernel 1: 0.024000
Kernel 2: 97.851997
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.006368 0.812500 fi:0.419940. Ave ac:0.008249,0.007631
Initialization: 6.100000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.680000
Kernel 1: 0.022000
Kernel 2: 91.697998
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.003429 0.875000 fi:0.450221. Ave ac:0.008057,0.007749
Initialization: 6.220000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.182000
Kernel 1: 0.023000
Kernel 2: 86.852997
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.007104 0.725000 fi:0.486636. Ave ac:0.008591,0.009121
Initialization: 6.146000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.178000
Kernel 1: 0.024000
Kernel 2: 86.446999
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.004900 0.740741 fi:0.510997. Ave ac:0.009634,0.011319
Initialization: 7.208000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.192000
Kernel 1: 0.024000
Kernel 2: 83.382004
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.009309 0.775510 fi:0.431658. Ave ac:0.011477,0.012138
Initialization: 6.567000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.186000
Kernel 1: 0.024000
Kernel 2: 83.033997
Copyback: 0.016000
Sum: 0.031000
It 15,Best ac:0.004898 0.769231 fi:0.453192. Ave ac:0.008843,0.011128
Initialization: 6.116000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.372000
Kernel 1: 0.023000
Kernel 2: 84.181000
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003919 0.888889 fi:0.348741. Ave ac:0.009450,0.010452
Initialization: 6.637000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.201000
Kernel 1: 0.024000
Kernel 2: 84.005997
Copyback: 0.017000
Sum: 0.039000
It 17,Best ac:0.006123 0.862069 fi:0.347006. Ave ac:0.009065,0.008579
Initialization: 6.173000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.729000
Kernel 1: 0.023000
Kernel 2: 83.026001
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.004655 0.863636 fi:0.337770. Ave ac:0.007470,0.007859
Initialization: 7.084000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.191000
Kernel 1: 0.024000
Kernel 2: 81.524002
Copyback: 0.018000
Sum: 0.036000
It 19,Best ac:0.004409 0.750000 fi:0.484005. Ave ac:0.007028,0.006664
Initialization: 6.073000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.217000
Kernel 1: 0.023000
Kernel 2: 80.606003
Copyback: 0.017000
Sum: 0.041000
It 20,Best ac:0.007349 0.810811 fi:0.421101. Ave ac:0.010681,0.011279
Initialization: 6.114000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.750000
Kernel 1: 0.023000
Kernel 2: 79.203003
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.004898 0.952381 fi:0.293651. Ave ac:0.009094,0.007242
Initialization: 6.057000
Memcpy Classifiers: 0.301000
Memcpy Instances: 8.186000
Kernel 1: 0.024000
Kernel 2: 80.228996
Copyback: 0.016000
Sum: 0.031000
It 22,Best ac:0.004410 0.750000 fi:0.473992. Ave ac:0.006490,0.006267
Initialization: 6.199000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.641000
Kernel 1: 0.023000
Kernel 2: 80.992996
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.005145 0.777778 fi:0.434262. Ave ac:0.008736,0.006371
Initialization: 6.105000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.194000
Kernel 1: 0.024000
Kernel 2: 79.497002
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.005388 0.846154 fi:0.353580. Ave ac:0.006826,0.006919
Initialization: 6.084000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.252000
Kernel 1: 0.024000
Kernel 2: 78.695999
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.004655 0.791667 fi:0.430864. Ave ac:0.008231,0.006619
Initialization: 6.091000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.773000
Kernel 1: 0.023000
Kernel 2: 78.523003
Copyback: 0.019000
Sum: 0.034000
It 26,Best ac:0.004653 0.826087 fi:0.420053. Ave ac:0.007611,0.009704
Initialization: 6.112000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.193000
Kernel 1: 0.023000
Kernel 2: 78.884003
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.004164 0.894737 fi:0.327270. Ave ac:0.009746,0.008903
Initialization: 6.155000
Memcpy Classifiers: 0.245000
Memcpy Instances: 8.196000
Kernel 1: 0.025000
Kernel 2: 80.766998
Copyback: 0.017000
Sum: 0.030000
It 28,Best ac:0.004410 0.750000 fi:0.476494. Ave ac:0.007666,0.007637
Initialization: 6.130000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.175000
Kernel 1: 0.024000
Kernel 2: 78.500000
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.004165 0.894737 fi:0.325041. Ave ac:0.010834,0.010462
Initialization: 6.153000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.485000
Kernel 1: 0.023000
Kernel 2: 80.637001
Copyback: 0.018000
Sum: 0.037000
It 30,Best ac:0.004410 0.900000 fi:0.326375. Ave ac:0.009798,0.009938
MDL Theory Length Weight: 5.1463509814 (10)
Initialization: 6.196000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.183000
Kernel 1: 0.023000
Kernel 2: 80.153000
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.005388 0.880000 fi:0.306978. Ave ac:0.007975,0.008880
Initialization: 6.430000
Memcpy Classifiers: 0.311000
Memcpy Instances: 9.208000
Kernel 1: 0.022000
Kernel 2: 82.219002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.006369 0.742857 fi:0.452872. Ave ac:0.007167,0.006777
Initialization: 6.286000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.196000
Kernel 1: 0.022000
Kernel 2: 79.862999
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.003919 0.842105 fi:0.345436. Ave ac:0.008459,0.007689
Initialization: 26.856001
Memcpy Instances: 428.523987
Memcpy Classifiers: 0.064000
Kernel 1: 0.023000
Kernel 2: 471.446991
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 477.281006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 478.411987
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 475.869995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 467.535004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 463.119995
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 478.315002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 469.458008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 462.466003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.012000
Kernel 2: 482.054993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 217.735001
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004277 0.696728 fi:0.490740. Ave ac:0.007029,0.021684
Best acc 0.004277 0.696728
Rule:Att PSSM_-1_5 is [>-4.353682]|Att PSSM_-1_7 is [<-0.081570]|Att PSSM_0_7 is [<-3.549696]|Att PSSM_1_11 is [>-2.702541]|Att PSSM_1_12 is [<-1.524739]|Att PSSM_2_2 is [<-2.140576]|1
Accuracy : 0.770843
0	1	
156590	7490	
46279	24279	
Removed 1253 instances. 202869 Instances left. Acc of rule 0.004277-0.696728
Initialization: 6.284000
Memcpy Classifiers: 0.540000
Memcpy Instances: 9.181000
Kernel 1: 0.024000
Kernel 2: 101.457001
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.006122 accuracy2:0.226019
Initialization: 6.142000
Memcpy Classifiers: 0.559000
Memcpy Instances: 9.512000
Kernel 1: 0.022000
Kernel 2: 105.899002
Copyback: 0.017000
Sum: 0.038000
It 0,Best ac:0.003697 0.555556 fi:0.566696. Ave ac:0.010406,0.015421
Initialization: 6.085000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.137000
Kernel 1: 0.025000
Kernel 2: 108.719002
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.005421 0.523810 fi:0.575465. Ave ac:0.012006,0.013573
Initialization: 6.265000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.184000
Kernel 1: 0.023000
Kernel 2: 105.849998
Copyback: 0.018000
Sum: 0.030000
It 2,Best ac:0.004682 0.542857 fi:0.556747. Ave ac:0.011931,0.011992
Initialization: 6.035000
Memcpy Classifiers: 0.437000
Memcpy Instances: 8.196000
Kernel 1: 0.024000
Kernel 2: 105.917000
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.004682 0.575758 fi:0.523847. Ave ac:0.012188,0.013060
Initialization: 6.110000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 102.684998
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.008379 0.566667 fi:0.531290. Ave ac:0.012544,0.013345
Initialization: 6.107000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.124000
Kernel 1: 0.024000
Kernel 2: 103.485001
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003943 0.800000 fi:0.299934. Ave ac:0.012897,0.015232
Initialization: 6.072000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.123000
Kernel 1: 0.024000
Kernel 2: 102.591003
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.003697 0.714286 fi:0.407966. Ave ac:0.011075,0.011335
Initialization: 6.105000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.200000
Kernel 1: 0.025000
Kernel 2: 99.033997
Copyback: 0.017000
Sum: 0.034000
It 7,Best ac:0.006900 0.636364 fi:0.462252. Ave ac:0.012485,0.012521
Initialization: 6.270000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.149000
Kernel 1: 0.023000
Kernel 2: 99.333000
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.004437 0.900000 fi:0.199712. Ave ac:0.012140,0.013037
Initialization: 6.076000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.128000
Kernel 1: 0.024000
Kernel 2: 92.689003
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.004437 0.666667 fi:0.433045. Ave ac:0.009763,0.010086
Iteration 10:MDL fitness activated
Error 0.433045 TL 0.048056
MDL Theory Length Weight: 3.0037287162 (2)
Initialization: 6.548000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.257000
Kernel 1: 0.023000
Kernel 2: 90.001999
Copyback: 0.019000
Sum: 0.031000
It 10,Best ac:0.004929 0.800000 fi:0.409750. Ave ac:0.008390,0.009455
Initialization: 6.118000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.195000
Kernel 1: 0.023000
Kernel 2: 87.917999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.006900 0.717949 fi:0.489234. Ave ac:0.009276,0.008624
Initialization: 6.120000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.119000
Kernel 1: 0.024000
Kernel 2: 86.235001
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.004683 0.863636 fi:0.351626. Ave ac:0.009918,0.007867
Initialization: 6.129000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.605000
Kernel 1: 0.023000
Kernel 2: 85.806000
Copyback: 0.016000
Sum: 0.030000
It 13,Best ac:0.004929 0.714286 fi:0.472706. Ave ac:0.008122,0.007323
Initialization: 6.054000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.189000
Kernel 1: 0.023000
Kernel 2: 87.864998
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.007148 0.805556 fi:0.377382. Ave ac:0.009315,0.008117
Initialization: 6.062000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.230000
Kernel 1: 0.024000
Kernel 2: 82.363998
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.005424 0.846154 fi:0.374673. Ave ac:0.008438,0.007348
Initialization: 6.090000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.132000
Kernel 1: 0.025000
Kernel 2: 83.973000
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.007148 0.743590 fi:0.458825. Ave ac:0.009775,0.008469
Initialization: 6.067000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.166000
Kernel 1: 0.024000
Kernel 2: 83.236000
Copyback: 0.018000
Sum: 0.030000
It 17,Best ac:0.004190 0.809524 fi:0.397439. Ave ac:0.007937,0.006504
Initialization: 6.066000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.146000
Kernel 1: 0.024000
Kernel 2: 82.981003
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.003697 0.833333 fi:0.388690. Ave ac:0.008642,0.007010
Initialization: 6.121000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.620000
Kernel 1: 0.023000
Kernel 2: 80.995003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.006654 0.843750 fi:0.365982. Ave ac:0.007399,0.005515
Initialization: 6.593000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.126000
Kernel 1: 0.024000
Kernel 2: 82.055000
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.004684 0.904762 fi:0.302784. Ave ac:0.006689,0.004799
Initialization: 6.109000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.166000
Kernel 1: 0.023000
Kernel 2: 81.487000
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.004682 0.826087 fi:0.383750. Ave ac:0.007112,0.006807
Initialization: 6.498000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.178000
Kernel 1: 0.023000
Kernel 2: 84.573997
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.004436 0.947368 fi:0.240616. Ave ac:0.006956,0.004702
Initialization: 6.075000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.233000
Kernel 1: 0.023000
Kernel 2: 85.136002
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.003697 0.882353 fi:0.337970. Ave ac:0.004906,0.003419
Initialization: 6.091000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.133000
Kernel 1: 0.023000
Kernel 2: 82.001999
Copyback: 0.017000
Sum: 0.036000
It 24,Best ac:0.004189 0.894737 fi:0.327244. Ave ac:0.005443,0.004239
Initialization: 6.118000
Memcpy Classifiers: 0.866000
Memcpy Instances: 8.140000
Kernel 1: 0.024000
Kernel 2: 82.589996
Copyback: 0.371000
Sum: 0.032000
It 25,Best ac:0.004684 0.826087 fi:0.383750. Ave ac:0.005454,0.004069
Initialization: 6.039000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.186000
Kernel 1: 0.024000
Kernel 2: 82.917999
Copyback: 0.017000
Sum: 0.034000
It 26,Best ac:0.005175 0.777778 fi:0.430540. Ave ac:0.006346,0.004762
Initialization: 6.031000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.179000
Kernel 1: 0.024000
Kernel 2: 82.392998
Copyback: 0.018000
Sum: 0.030000
It 27,Best ac:0.005421 0.956522 fi:0.258414. Ave ac:0.006238,0.005360
Initialization: 6.195000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.143000
Kernel 1: 0.023000
Kernel 2: 81.273003
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.004682 0.863636 fi:0.342505. Ave ac:0.005478,0.003642
Initialization: 6.057000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.176000
Kernel 1: 0.024000
Kernel 2: 82.414001
Copyback: 0.017000
Sum: 0.037000
It 29,Best ac:0.003944 0.888889 fi:0.299313. Ave ac:0.006268,0.004986
Initialization: 6.130000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.205000
Kernel 1: 0.023000
Kernel 2: 84.443001
Copyback: 0.016000
Sum: 0.033000
It 30,Best ac:0.003943 0.842105 fi:0.370425. Ave ac:0.007510,0.005527
Initialization: 6.039000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.163000
Kernel 1: 0.025000
Kernel 2: 81.816002
Copyback: 0.017000
Sum: 0.033000
It 31,Best ac:0.005178 0.875000 fi:0.323934. Ave ac:0.005970,0.004324
MDL Theory Length Weight: 2.7033558446 (10)
Initialization: 6.057000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.198000
Kernel 1: 0.024000
Kernel 2: 83.833000
Copyback: 0.017000
Sum: 0.035000
It 32,Best ac:0.004930 0.833333 fi:0.349609. Ave ac:0.005342,0.004373
Initialization: 6.049000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.147000
Kernel 1: 0.024000
Kernel 2: 85.892998
Copyback: 0.018000
Sum: 0.035000
It 33,Best ac:0.004683 0.791667 fi:0.401388. Ave ac:0.007215,0.005280
Initialization: 27.461000
Memcpy Instances: 400.217010
Memcpy Classifiers: 0.078000
Kernel 1: 0.025000
Kernel 2: 511.105988
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 506.393005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 510.877991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 504.972992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 503.928009
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.077000
Kernel 1: 0.017000
Kernel 2: 506.604004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 509.510010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.016000
Kernel 2: 513.099976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 510.835999
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 504.822998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 227.841003
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003973 0.690660 fi:0.498856. Ave ac:0.007248,0.022163
Best acc 0.003973 0.690660
Initialization: 6.309000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.124000
Kernel 1: 0.027000
Kernel 2: 100.064003
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.006182 accuracy2:0.212761
Initialization: 6.081000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.228000
Kernel 1: 0.023000
Kernel 2: 109.439003
Copyback: 0.017000
Sum: 0.045000
It 0,Best ac:0.009611 0.565217 fi:0.532191. Ave ac:0.011723,0.015729
Initialization: 6.069000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.330000
Kernel 1: 0.024000
Kernel 2: 109.160004
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.005176 0.552632 fi:0.546751. Ave ac:0.013219,0.017099
Initialization: 6.013000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.142000
Kernel 1: 0.024000
Kernel 2: 106.061996
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.004189 0.586207 fi:0.513617. Ave ac:0.011834,0.012552
Initialization: 6.197000
Memcpy Classifiers: 0.486000
Memcpy Instances: 8.294000
Kernel 1: 0.024000
Kernel 2: 102.795998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.006655 0.627907 fi:0.470816. Ave ac:0.010414,0.011919
Initialization: 6.725000
Memcpy Classifiers: 0.435000
Memcpy Instances: 9.098000
Kernel 1: 0.022000
Kernel 2: 100.397003
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.003696 0.789474 fi:0.333726. Ave ac:0.010472,0.010103
Initialization: 6.092000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.090000
Kernel 1: 0.022000
Kernel 2: 95.956001
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.004437 0.782609 fi:0.317103. Ave ac:0.010350,0.012645
Initialization: 6.018000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.262000
Kernel 1: 0.023000
Kernel 2: 91.873001
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.004437 0.692308 fi:0.407404. Ave ac:0.012034,0.012221
Initialization: 6.066000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.150000
Kernel 1: 0.024000
Kernel 2: 90.083000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004437 0.666667 fi:0.433045. Ave ac:0.010061,0.010380
Initialization: 6.666000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.507000
Kernel 1: 0.022000
Kernel 2: 85.785004
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.005668 0.718750 fi:0.380415. Ave ac:0.011271,0.011095
Initialization: 6.106000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.600000
Kernel 1: 0.023000
Kernel 2: 84.661003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.004190 0.629630 fi:0.470194. Ave ac:0.009892,0.009781
Iteration 10:MDL fitness activated
Error 0.470194 TL 0.026560
MDL Theory Length Weight: 5.9009365528 (5)
Initialization: 6.118000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.143000
Kernel 1: 0.024000
Kernel 2: 85.160004
Copyback: 0.017000
Sum: 0.036000
It 10,Best ac:0.004682 0.791667 fi:0.449158. Ave ac:0.010784,0.014511
Initialization: 6.818000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.152000
Kernel 1: 0.023000
Kernel 2: 79.598000
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.005668 0.741935 fi:0.511523. Ave ac:0.012741,0.014447
Initialization: 6.045000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.256000
Kernel 1: 0.023000
Kernel 2: 78.435997
Copyback: 0.017000
Sum: 0.042000
It 12,Best ac:0.006409 0.866667 fi:0.369086. Ave ac:0.010266,0.011059
Initialization: 6.340000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.138000
Kernel 1: 0.024000
Kernel 2: 77.632004
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.003696 0.750000 fi:0.494795. Ave ac:0.009572,0.009506
Initialization: 6.106000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.158000
Kernel 1: 0.024000
Kernel 2: 76.492996
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.006655 0.729730 fi:0.459383. Ave ac:0.011793,0.013647
Initialization: 6.073000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.609000
Kernel 1: 0.023000
Kernel 2: 76.120003
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.003697 0.789474 fi:0.454858. Ave ac:0.010950,0.011552
Initialization: 6.600000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.216000
Kernel 1: 0.024000
Kernel 2: 75.155998
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.003451 0.736842 fi:0.531257. Ave ac:0.012533,0.014835
Initialization: 6.063000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.590000
Kernel 1: 0.023000
Kernel 2: 74.262001
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.004437 0.666667 fi:0.517256. Ave ac:0.017812,0.023054
Initialization: 6.064000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.609000
Kernel 1: 0.023000
Kernel 2: 73.150002
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.004931 0.909091 fi:0.333759. Ave ac:0.015284,0.019607
Initialization: 6.110000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.223000
Kernel 1: 0.024000
Kernel 2: 73.078003
Copyback: 0.016000
Sum: 0.023000
It 19,Best ac:0.005668 0.793103 fi:0.415661. Ave ac:0.015054,0.019361
Initialization: 6.209000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.133000
Kernel 1: 0.023000
Kernel 2: 73.709999
Copyback: 0.017000
Sum: 0.025000
It 20,Best ac:0.003944 0.800000 fi:0.397886. Ave ac:0.016447,0.025524
Initialization: 6.087000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.150000
Kernel 1: 0.024000
Kernel 2: 73.536003
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.004436 0.818182 fi:0.413451. Ave ac:0.014312,0.021081
Initialization: 6.097000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.185000
Kernel 1: 0.024000
Kernel 2: 72.500999
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.005178 0.777778 fi:0.392517. Ave ac:0.009943,0.011631
Initialization: 7.042000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.137000
Kernel 1: 0.022000
Kernel 2: 73.496002
Copyback: 0.017000
Sum: 0.024000
It 23,Best ac:0.004683 0.863636 fi:0.390261. Ave ac:0.008480,0.007643
Initialization: 6.140000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.652000
Kernel 1: 0.023000
Kernel 2: 71.663002
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.004190 0.708333 fi:0.467099. Ave ac:0.007783,0.009539
Initialization: 6.125000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.168000
Kernel 1: 0.023000
Kernel 2: 73.851997
Copyback: 0.023000
Sum: 0.027000
It 25,Best ac:0.004189 0.739130 fi:0.444238. Ave ac:0.009565,0.010065
Initialization: 6.074000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.797000
Kernel 1: 0.024000
Kernel 2: 73.085999
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.003697 0.789474 fi:0.438149. Ave ac:0.009234,0.010382
Initialization: 6.051000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.117000
Kernel 1: 0.024000
Kernel 2: 72.429001
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.004190 0.809524 fi:0.433655. Ave ac:0.010323,0.013117
MDL Theory Length Weight: 5.3108428975 (10)
Initialization: 6.074000
Memcpy Classifiers: 0.263000
Memcpy Instances: 8.132000
Kernel 1: 0.025000
Kernel 2: 73.862000
Copyback: 0.017000
Sum: 0.026000
It 28,Best ac:0.005421 0.785714 fi:0.432287. Ave ac:0.009745,0.010279
Initialization: 6.130000
Memcpy Classifiers: 0.228000
Memcpy Instances: 8.605000
Kernel 1: 0.024000
Kernel 2: 74.024002
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.003944 0.842105 fi:0.406018. Ave ac:0.007603,0.009423
Initialization: 6.421000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.230000
Kernel 1: 0.023000
Kernel 2: 71.467003
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.007639 0.756098 fi:0.400135. Ave ac:0.013458,0.017490
Initialization: 6.129000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.138000
Kernel 1: 0.024000
Kernel 2: 72.005997
Copyback: 0.016000
Sum: 0.025000
It 31,Best ac:0.003943 0.727273 fi:0.432289. Ave ac:0.008868,0.009081
Initialization: 6.041000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.180000
Kernel 1: 0.023000
Kernel 2: 73.514999
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.004930 0.800000 fi:0.373084. Ave ac:0.009509,0.011209
Initialization: 6.123000
Memcpy Classifiers: 0.205000
Memcpy Instances: 8.177000
Kernel 1: 0.023000
Kernel 2: 74.467003
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.003943 0.842105 fi:0.352662. Ave ac:0.008300,0.009196
Initialization: 26.638000
Memcpy Instances: 402.306000
Memcpy Classifiers: 0.054000
Kernel 1: 0.025000
Kernel 2: 445.996002
Copyback: 0.017000
Sum: 0.013000
Memcpy Classifiers: 0.052000
Kernel 1: 0.015000
Kernel 2: 445.808014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 451.528992
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 449.415009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 454.904999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 446.438995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 449.567993
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 447.558014
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.053000
Kernel 1: 0.022000
Kernel 2: 448.368988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.013000
Kernel 2: 446.058990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 201.968002
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005600 0.614054 fi:0.543086. Ave ac:0.008651,0.027939
Best acc 0.005600 0.614054
Rule:Att PSSM_-3_7 is [<-1.140040]|Att PSSM_-2_12 is [<-1.689536]|Att PSSM_-2_15 is [<6.158116]|Att PSSM_-1_12 is [-6.944560,-1.055440]|Att PSSM_0_7 is [-5.908049,-1.902737]|Att PSSM_0_12 is [-6.117091,-1.882909]|Att PSSM_1_7 is [-5.830118,-0.169882]|Att PSSM_3_7 is [<-2.170529]|Att PSSM_3_15 is [<3.986797]|Att PSSM_4_9 is [<6.349760]|Att PSSM_4_12 is [-6.162054,-0.196472]|1
Accuracy : 0.772739
0	1	
156229	7851	
45473	25085	
Removed 1167 instances. 201702 Instances left. Acc of rule 0.003973-0.690660
Initialization: 6.119000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.151000
Kernel 1: 0.025000
Kernel 2: 100.291000
Copyback: 0.020000
Sum: 0.051000
Initial population average accuracy1:0.006142 accuracy2:0.208494
Initialization: 6.076000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.072000
Kernel 1: 0.025000
Kernel 2: 106.496002
Copyback: 0.018000
Sum: 0.030000
It 0,Best ac:0.004957 0.487805 fi:0.611651. Ave ac:0.012433,0.015262
Initialization: 6.080000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.064000
Kernel 1: 0.024000
Kernel 2: 109.606003
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.011406 0.621622 fi:0.474923. Ave ac:0.015280,0.017493
Initialization: 5.970000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.146000
Kernel 1: 0.023000
Kernel 2: 106.417999
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.005207 0.617647 fi:0.481694. Ave ac:0.014510,0.017889
Initialization: 6.044000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.165000
Kernel 1: 0.023000
Kernel 2: 103.361000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.004462 0.666667 fi:0.433013. Ave ac:0.013852,0.014692
Initialization: 5.979000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.143000
Kernel 1: 0.024000
Kernel 2: 102.776001
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.007437 0.652174 fi:0.446164. Ave ac:0.012174,0.012571
Initialization: 6.114000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.564000
Kernel 1: 0.022000
Kernel 2: 99.988998
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004461 0.666667 fi:0.433013. Ave ac:0.013925,0.014557
Initialization: 6.087000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.154000
Kernel 1: 0.023000
Kernel 2: 103.535004
Copyback: 0.016000
Sum: 0.031000
It 6,Best ac:0.004215 0.680000 fi:0.419789. Ave ac:0.013960,0.015371
Initialization: 6.058000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.078000
Kernel 1: 0.023000
Kernel 2: 104.974998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004710 0.703704 fi:0.395862. Ave ac:0.012597,0.014312
Initialization: 6.044000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.567000
Kernel 1: 0.023000
Kernel 2: 107.342003
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.006941 0.756757 fi:0.341802. Ave ac:0.011676,0.011713
Initialization: 5.998000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.130000
Kernel 1: 0.023000
Kernel 2: 109.264999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003471 0.823529 fi:0.343735. Ave ac:0.013362,0.014991
Iteration 10:MDL fitness activated
Error 0.343735 TL 0.035533
MDL Theory Length Weight: 3.2245678578 (2)
Initialization: 6.086000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.084000
Kernel 1: 0.024000
Kernel 2: 106.167000
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.003719 0.882353 fi:0.344800. Ave ac:0.011761,0.012024
Initialization: 6.213000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.085000
Kernel 1: 0.024000
Kernel 2: 106.085999
Copyback: 0.017000
Sum: 0.029000
It 11,Best ac:0.005948 0.750000 fi:0.447317. Ave ac:0.010925,0.012534
Initialization: 6.018000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.087000
Kernel 1: 0.023000
Kernel 2: 103.265999
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.005702 0.696970 fi:0.506926. Ave ac:0.011964,0.013918
Initialization: 6.271000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.098000
Kernel 1: 0.022000
Kernel 2: 102.856003
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.005454 0.758621 fi:0.448921. Ave ac:0.013908,0.014808
Initialization: 6.004000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.085000
Kernel 1: 0.024000
Kernel 2: 99.606003
Copyback: 0.018000
Sum: 0.032000
It 14,Best ac:0.006199 0.892857 fi:0.297399. Ave ac:0.013844,0.013508
Initialization: 6.038000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.579000
Kernel 1: 0.023000
Kernel 2: 98.440002
Copyback: 0.370000
Sum: 0.034000
It 15,Best ac:0.005951 0.705882 fi:0.487870. Ave ac:0.013813,0.015178
Initialization: 6.227000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.580000
Kernel 1: 0.022000
Kernel 2: 96.824997
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.004214 0.809524 fi:0.373955. Ave ac:0.014116,0.012387
Initialization: 6.077000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.092000
Kernel 1: 0.023000
Kernel 2: 97.857002
Copyback: 0.017000
Sum: 0.037000
It 17,Best ac:0.003718 0.789474 fi:0.374882. Ave ac:0.011735,0.012146
Initialization: 6.049000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.077000
Kernel 1: 0.023000
Kernel 2: 91.485001
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.003470 0.823529 fi:0.446608. Ave ac:0.011603,0.011333
Initialization: 6.025000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.071000
Kernel 1: 0.024000
Kernel 2: 93.745003
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.005207 0.750000 fi:0.426440. Ave ac:0.011160,0.011603
Initialization: 6.149000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.078000
Kernel 1: 0.023000
Kernel 2: 91.342003
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.007435 0.769231 fi:0.401879. Ave ac:0.011371,0.011919
Initialization: 6.046000
Memcpy Classifiers: 0.322000
Memcpy Instances: 9.018000
Kernel 1: 0.022000
Kernel 2: 93.478996
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.003966 0.800000 fi:0.360891. Ave ac:0.011495,0.012614
Initialization: 7.419000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.095000
Kernel 1: 0.024000
Kernel 2: 91.549004
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.007189 0.725000 fi:0.419684. Ave ac:0.011955,0.014186
Initialization: 6.075000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.303000
Kernel 1: 0.024000
Kernel 2: 90.378998
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.004711 0.655172 fi:0.491388. Ave ac:0.010294,0.013871
MDL Theory Length Weight: 2.9021110720 (10)
Initialization: 6.155000
Memcpy Classifiers: 0.353000
Memcpy Instances: 9.263000
Kernel 1: 0.022000
Kernel 2: 92.487999
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.003967 0.888889 fi:0.264308. Ave ac:0.013820,0.013510
Initialization: 6.141000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.572000
Kernel 1: 0.023000
Kernel 2: 88.820999
Copyback: 0.017000
Sum: 0.030000
It 25,Best ac:0.004462 0.857143 fi:0.307674. Ave ac:0.010042,0.011475
Initialization: 6.026000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.118000
Kernel 1: 0.024000
Kernel 2: 89.096001
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.005207 0.807692 fi:0.356722. Ave ac:0.010450,0.010972
Initialization: 6.205000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.085000
Kernel 1: 0.024000
Kernel 2: 91.989998
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.004462 0.818182 fi:0.369972. Ave ac:0.010688,0.013080
Initialization: 6.529000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.119000
Kernel 1: 0.024000
Kernel 2: 91.186996
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.009668 0.709091 fi:0.444071. Ave ac:0.010537,0.012895
Initialization: 6.065000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.072000
Kernel 1: 0.024000
Kernel 2: 90.583000
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.005206 0.875000 fi:0.275155. Ave ac:0.010557,0.011581
Initialization: 6.046000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.108000
Kernel 1: 0.024000
Kernel 2: 90.250000
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.003718 0.882353 fi:0.279890. Ave ac:0.010193,0.010598
Initialization: 6.136000
Memcpy Classifiers: 0.347000
Memcpy Instances: 8.142000
Kernel 1: 0.024000
Kernel 2: 85.938004
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.004463 0.818182 fi:0.341094. Ave ac:0.008552,0.011379
Initialization: 6.085000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.136000
Kernel 1: 0.023000
Kernel 2: 86.538002
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.006939 0.756757 fi:0.393212. Ave ac:0.009184,0.011792
Initialization: 6.135000
Memcpy Classifiers: 0.350000
Memcpy Instances: 8.130000
Kernel 1: 0.023000
Kernel 2: 88.471001
Copyback: 0.016000
Sum: 0.032000
It 33,Best ac:0.006197 0.862069 fi:0.293223. Ave ac:0.010596,0.014955
MDL Theory Length Weight: 2.6118999648 (20)
Initialization: 26.945000
Memcpy Instances: 402.976013
Memcpy Classifiers: 0.066000
Kernel 1: 0.026000
Kernel 2: 511.993011
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.059000
Kernel 1: 0.013000
Kernel 2: 516.286987
Copyback: 0.014000
Sum: 0.003000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 508.753998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 496.968994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 501.320007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 513.400024
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 500.382996
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 494.108002
Copyback: 0.370000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 495.515991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 510.945007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 162.153000
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004487 0.608608 fi:0.536791. Ave ac:0.009208,0.029031
Best acc 0.004487 0.608608
Initialization: 6.031000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.122000
Kernel 1: 0.025000
Kernel 2: 103.310997
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005062 accuracy2:0.232074
Initialization: 6.152000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.070000
Kernel 1: 0.024000
Kernel 2: 108.253998
Copyback: 0.017000
Sum: 0.044000
It 0,Best ac:0.005454 0.511628 fi:0.587604. Ave ac:0.009361,0.011529
Initialization: 6.103000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.081000
Kernel 1: 0.024000
Kernel 2: 109.699997
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.003718 0.517241 fi:0.590542. Ave ac:0.012930,0.014235
Initialization: 6.025000
Memcpy Classifiers: 0.434000
Memcpy Instances: 9.054000
Kernel 1: 0.023000
Kernel 2: 107.434998
Copyback: 0.021000
Sum: 0.033000
It 2,Best ac:0.003966 0.516129 fi:0.583772. Ave ac:0.011910,0.013030
Initialization: 6.155000
Memcpy Classifiers: 0.532000
Memcpy Instances: 8.157000
Kernel 1: 0.023000
Kernel 2: 101.758003
Copyback: 0.018000
Sum: 0.035000
It 3,Best ac:0.005702 0.718750 fi:0.380368. Ave ac:0.011729,0.011893
Initialization: 6.049000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.114000
Kernel 1: 0.024000
Kernel 2: 100.777000
Copyback: 0.019000
Sum: 0.032000
It 4,Best ac:0.004214 0.629630 fi:0.470159. Ave ac:0.012835,0.014335
Initialization: 6.098000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.082000
Kernel 1: 0.024000
Kernel 2: 100.768997
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004213 0.708333 fi:0.391458. Ave ac:0.012556,0.014362
Initialization: 6.011000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.078000
Kernel 1: 0.024000
Kernel 2: 100.558998
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.004709 0.655172 fi:0.444395. Ave ac:0.010147,0.010815
Initialization: 5.995000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.079000
Kernel 1: 0.024000
Kernel 2: 97.255997
Copyback: 0.017000
Sum: 0.049000
It 7,Best ac:0.004957 0.714286 fi:0.385170. Ave ac:0.009232,0.009249
Initialization: 6.148000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.105000
Kernel 1: 0.024000
Kernel 2: 103.085999
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.003718 0.681818 fi:0.425965. Ave ac:0.007941,0.009448
Initialization: 6.011000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.226000
Kernel 1: 0.023000
Kernel 2: 100.518997
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003718 0.652174 fi:0.454628. Ave ac:0.007335,0.008464
Iteration 10:MDL fitness activated
Error 0.454628 TL 0.040332
MDL Theory Length Weight: 3.7574117002 (7)
Initialization: 6.069000
Memcpy Classifiers: 0.968000
Memcpy Instances: 8.179000
Kernel 1: 0.023000
Kernel 2: 103.276001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.004214 0.772727 fi:0.492458. Ave ac:0.009918,0.010431
Initialization: 6.006000
Memcpy Classifiers: 0.424000
Memcpy Instances: 8.189000
Kernel 1: 0.024000
Kernel 2: 99.313004
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.003718 0.714286 fi:0.507978. Ave ac:0.008908,0.010997
Initialization: 6.063000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.113000
Kernel 1: 0.023000
Kernel 2: 94.250999
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004709 0.760000 fi:0.463127. Ave ac:0.011676,0.013901
Initialization: 6.036000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.138000
Kernel 1: 0.024000
Kernel 2: 100.686996
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.003471 0.875000 fi:0.409560. Ave ac:0.012373,0.012245
Initialization: 7.482000
Memcpy Classifiers: 0.356000
Memcpy Instances: 8.531000
Kernel 1: 0.023000
Kernel 2: 97.675003
Copyback: 0.018000
Sum: 0.034000
It 14,Best ac:0.004463 0.818182 fi:0.379051. Ave ac:0.010622,0.011108
Initialization: 6.095000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.100000
Kernel 1: 0.023000
Kernel 2: 97.733002
Copyback: 0.017000
Sum: 0.035000
It 15,Best ac:0.003966 0.761905 fi:0.422963. Ave ac:0.011817,0.013634
Initialization: 6.021000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.110000
Kernel 1: 0.024000
Kernel 2: 91.501999
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.003717 0.937500 fi:0.273244. Ave ac:0.010103,0.012203
Initialization: 6.094000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.140000
Kernel 1: 0.023000
Kernel 2: 91.003998
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.003719 0.789474 fi:0.425837. Ave ac:0.010237,0.012049
Initialization: 6.006000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.190000
Kernel 1: 0.023000
Kernel 2: 91.370003
Copyback: 0.017000
Sum: 0.037000
It 18,Best ac:0.004215 0.850000 fi:0.378289. Ave ac:0.011535,0.013158
Initialization: 6.004000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.387000
Kernel 1: 0.024000
Kernel 2: 89.223999
Copyback: 0.018000
Sum: 0.031000
It 19,Best ac:0.005700 0.793103 fi:0.385921. Ave ac:0.011326,0.013011
Initialization: 6.542000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.081000
Kernel 1: 0.024000
Kernel 2: 92.124001
Copyback: 0.018000
Sum: 0.035000
It 20,Best ac:0.006197 0.735294 fi:0.429297. Ave ac:0.011674,0.015179
Initialization: 6.027000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.093000
Kernel 1: 0.023000
Kernel 2: 91.052002
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.005206 0.750000 fi:0.398401. Ave ac:0.010738,0.013869
Initialization: 6.461000
Memcpy Classifiers: 0.353000
Memcpy Instances: 8.082000
Kernel 1: 0.023000
Kernel 2: 91.223000
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.003966 0.800000 fi:0.411711. Ave ac:0.010645,0.015986
Initialization: 5.991000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.090000
Kernel 1: 0.024000
Kernel 2: 87.876999
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.003717 0.833333 fi:0.364198. Ave ac:0.012599,0.019282
Initialization: 6.064000
Memcpy Classifiers: 0.330000
Memcpy Instances: 8.074000
Kernel 1: 0.024000
Kernel 2: 90.379997
Copyback: 0.016000
Sum: 0.030000
It 24,Best ac:0.003718 0.833333 fi:0.348690. Ave ac:0.011529,0.012326
Initialization: 6.798000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.086000
Kernel 1: 0.023000
Kernel 2: 87.917999
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.006943 0.756757 fi:0.406256. Ave ac:0.011093,0.012903
MDL Theory Length Weight: 3.3816705301 (10)
Initialization: 6.133000
Memcpy Classifiers: 0.279000
Memcpy Instances: 8.165000
Kernel 1: 0.023000
Kernel 2: 89.884003
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.003966 0.842105 fi:0.338569. Ave ac:0.011227,0.015351
Initialization: 6.029000
Memcpy Classifiers: 0.319000
Memcpy Instances: 8.069000
Kernel 1: 0.025000
Kernel 2: 86.900002
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.004959 0.833333 fi:0.336816. Ave ac:0.009419,0.012136
Initialization: 6.067000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.100000
Kernel 1: 0.023000
Kernel 2: 87.871002
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.004215 0.850000 fi:0.313335. Ave ac:0.010344,0.018701
Initialization: 5.861000
Memcpy Classifiers: 0.284000
Memcpy Instances: 8.631000
Kernel 1: 0.023000
Kernel 2: 87.328003
Copyback: 0.017000
Sum: 0.027000
It 29,Best ac:0.003965 0.888889 fi:0.262231. Ave ac:0.009972,0.013562
Initialization: 5.989000
Memcpy Classifiers: 0.320000
Memcpy Instances: 9.036000
Kernel 1: 0.023000
Kernel 2: 86.970001
Copyback: 0.016000
Sum: 0.024000
It 30,Best ac:0.006445 0.787879 fi:0.359259. Ave ac:0.011518,0.013451
Initialization: 6.089000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.084000
Kernel 1: 0.024000
Kernel 2: 85.917000
Copyback: 0.017000
Sum: 0.027000
It 31,Best ac:0.006447 0.764706 fi:0.382428. Ave ac:0.011313,0.013012
Initialization: 5.978000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.613000
Kernel 1: 0.023000
Kernel 2: 87.828003
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.004462 0.720000 fi:0.438195. Ave ac:0.010491,0.015174
Initialization: 6.029000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.127000
Kernel 1: 0.022000
Kernel 2: 87.500999
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.004462 0.750000 fi:0.405816. Ave ac:0.010641,0.010895
Initialization: 28.202999
Memcpy Instances: 397.044006
Memcpy Classifiers: 0.062000
Kernel 1: 0.024000
Kernel 2: 499.622986
Copyback: 0.016000
Sum: 0.012000
Memcpy Classifiers: 0.056000
Kernel 1: 0.015000
Kernel 2: 514.276978
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 507.433014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 508.259003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 500.247986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 503.928986
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 502.881012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 513.945007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 495.862000
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 498.403992
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 159.690994
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.004745 0.621025 fi:0.526877. Ave ac:0.009520,0.030218
Best acc 0.004745 0.621025
Rule:Att PSSM_-1_10 is [-3.458589,3.927265]|Att PSSM_0_12 is [<-3.902706]|Att PSSM_1_19 is [-1.003180,7.890718]|Att PSSM_4_12 is [-4.481977,-1.417971]|1
Accuracy : 0.774329
0	1	
155645	8435	
44516	26042	
Removed 1541 instances. 200161 Instances left. Acc of rule 0.004745-0.621025
Initialization: 6.216000
Memcpy Classifiers: 0.577000
Memcpy Instances: 8.051000
Kernel 1: 0.027000
Kernel 2: 98.758003
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005861 accuracy2:0.220138
Initialization: 5.999000
Memcpy Classifiers: 0.553000
Memcpy Instances: 8.008000
Kernel 1: 0.024000
Kernel 2: 102.822998
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.003746 0.652174 fi:0.447805. Ave ac:0.011293,0.015714
Initialization: 5.983000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.053000
Kernel 1: 0.024000
Kernel 2: 102.955002
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.007245 0.537037 fi:0.561340. Ave ac:0.012827,0.015454
Initialization: 6.044000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.537000
Kernel 1: 0.023000
Kernel 2: 99.908997
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.004745 0.593750 fi:0.505772. Ave ac:0.014039,0.017889
Initialization: 5.964000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.030000
Kernel 1: 0.023000
Kernel 2: 103.484001
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.003997 0.615385 fi:0.484478. Ave ac:0.013710,0.015299
Initialization: 6.019000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.005000
Kernel 1: 0.025000
Kernel 2: 105.387001
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.004746 0.760000 fi:0.339520. Ave ac:0.013188,0.012404
Initialization: 7.097000
Memcpy Classifiers: 0.489000
Memcpy Instances: 8.382000
Kernel 1: 0.023000
Kernel 2: 109.802002
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.006495 0.764706 fi:0.334014. Ave ac:0.012379,0.012217
Initialization: 6.029000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.893000
Kernel 1: 0.023000
Kernel 2: 104.169998
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.006494 0.702703 fi:0.396021. Ave ac:0.010939,0.012358
Initialization: 6.030000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.731000
Kernel 1: 0.023000
Kernel 2: 104.747002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.002498 1.000000 fi:0.392505. Ave ac:0.009968,0.010984
Initialization: 6.032000
Memcpy Classifiers: 0.521000
Memcpy Instances: 8.101000
Kernel 1: 0.023000
Kernel 2: 105.306999
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.007493 0.731707 fi:0.366560. Ave ac:0.010255,0.011363
Initialization: 6.016000
Memcpy Classifiers: 0.540000
Memcpy Instances: 8.002000
Kernel 1: 0.024000
Kernel 2: 102.485001
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.006495 0.684211 fi:0.414510. Ave ac:0.009367,0.010051
Iteration 10:MDL fitness activated
Error 0.414510 TL 0.041475
MDL Theory Length Weight: 3.3314212578 (5)
Initialization: 6.060000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.015000
Kernel 1: 0.024000
Kernel 2: 100.459999
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.005495 0.758621 fi:0.456584. Ave ac:0.009532,0.010070
Initialization: 6.032000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.091000
Kernel 1: 0.024000
Kernel 2: 101.279999
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.004497 0.720000 fi:0.475222. Ave ac:0.008825,0.008728
Initialization: 6.534000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.073000
Kernel 1: 0.024000
Kernel 2: 102.227997
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.007744 0.775000 fi:0.460140. Ave ac:0.011662,0.011932
Initialization: 5.980000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.230000
Kernel 1: 0.023000
Kernel 2: 100.211998
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.008991 0.782609 fi:0.391308. Ave ac:0.010061,0.011927
Initialization: 6.005000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.112000
Kernel 1: 0.024000
Kernel 2: 99.922997
Copyback: 0.017000
Sum: 0.040000
It 14,Best ac:0.007245 0.690476 fi:0.502133. Ave ac:0.011098,0.012347
Initialization: 5.981000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.045000
Kernel 1: 0.022000
Kernel 2: 94.789001
Copyback: 0.017000
Sum: 0.034000
It 15,Best ac:0.004497 0.750000 fi:0.477519. Ave ac:0.010505,0.010467
Initialization: 6.120000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.002000
Kernel 1: 0.024000
Kernel 2: 97.070999
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.004996 0.869565 fi:0.340035. Ave ac:0.010806,0.011666
Initialization: 6.068000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.137000
Kernel 1: 0.023000
Kernel 2: 95.345001
Copyback: 0.017000
Sum: 0.036000
It 17,Best ac:0.003997 0.761905 fi:0.467461. Ave ac:0.012671,0.013320
Initialization: 6.032000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.015000
Kernel 1: 0.024000
Kernel 2: 96.405998
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.004497 0.818182 fi:0.379371. Ave ac:0.010921,0.010791
Initialization: 6.151000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.008000
Kernel 1: 0.024000
Kernel 2: 96.917000
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.003997 0.842105 fi:0.370098. Ave ac:0.010120,0.011090
Initialization: 6.118000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.006000
Kernel 1: 0.024000
Kernel 2: 92.133003
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.003998 0.842105 fi:0.354182. Ave ac:0.012626,0.014535
Initialization: 6.026000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.074000
Kernel 1: 0.023000
Kernel 2: 88.870003
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.005747 0.718750 fi:0.424890. Ave ac:0.011057,0.012312
Initialization: 5.958000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.294000
Kernel 1: 0.024000
Kernel 2: 91.730003
Copyback: 0.017000
Sum: 0.036000
It 22,Best ac:0.007744 0.775000 fi:0.412440. Ave ac:0.010320,0.010465
Initialization: 6.024000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.052000
Kernel 1: 0.023000
Kernel 2: 93.167999
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.004247 0.772727 fi:0.399219. Ave ac:0.009890,0.010636
Initialization: 6.235000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.022000
Kernel 1: 0.023000
Kernel 2: 92.316002
Copyback: 0.055000
Sum: 0.038000
It 24,Best ac:0.003747 0.882353 fi:0.284137. Ave ac:0.012017,0.014665
Initialization: 5.984000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.112000
Kernel 1: 0.023000
Kernel 2: 93.716003
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.003248 1.000000 fi:0.267498. Ave ac:0.008765,0.009188
Initialization: 6.005000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.006000
Kernel 1: 0.023000
Kernel 2: 92.233002
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.003497 0.823529 fi:0.393740. Ave ac:0.006025,0.009160
Initialization: 6.103000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.081000
Kernel 1: 0.024000
Kernel 2: 87.931999
Copyback: 0.020000
Sum: 0.039000
It 27,Best ac:0.005744 0.718750 fi:0.424893. Ave ac:0.012169,0.013466
Initialization: 6.045000
Memcpy Classifiers: 1.319000
Memcpy Instances: 29.489000
Kernel 1: 0.023000
Kernel 2: 85.900002
Copyback: 0.018000
Sum: 0.039000
It 28,Best ac:0.004246 0.850000 fi:0.333417. Ave ac:0.010705,0.011473
Initialization: 6.034000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.041000
Kernel 1: 0.024000
Kernel 2: 87.649002
Copyback: 0.018000
Sum: 0.035000
It 29,Best ac:0.005996 0.727273 fi:0.444532. Ave ac:0.010439,0.011766
Initialization: 6.111000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.008000
Kernel 1: 0.023000
Kernel 2: 86.623001
Copyback: 0.016000
Sum: 0.031000
It 30,Best ac:0.004496 0.818182 fi:0.344275. Ave ac:0.010837,0.010841
Initialization: 5.983000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.086000
Kernel 1: 0.024000
Kernel 2: 85.305000
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.004497 0.750000 fi:0.391366. Ave ac:0.008752,0.009250
Initialization: 5.964000
Memcpy Classifiers: 0.839000
Memcpy Instances: 8.063000
Kernel 1: 0.023000
Kernel 2: 87.708000
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.003997 0.800000 fi:0.354629. Ave ac:0.009156,0.009977
Initialization: 6.522000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.095000
Kernel 1: 0.023000
Kernel 2: 86.235001
Copyback: 0.023000
Sum: 0.035000
It 33,Best ac:0.004746 0.791667 fi:0.376530. Ave ac:0.009892,0.009516
Initialization: 27.438000
Memcpy Instances: 395.003998
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 513.968018
Copyback: 0.014000
Sum: 0.015000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 524.520996
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 501.769012
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 504.266998
Copyback: 0.431000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 504.572998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 498.307007
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 493.881989
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 505.923004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 510.602997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 517.301025
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004202 0.621123 fi:0.520379. Ave ac:0.009263,0.028366
Best acc 0.004202 0.621123
Initialization: 6.043000
Memcpy Classifiers: 0.505000
Memcpy Instances: 8.001000
Kernel 1: 0.026000
Kernel 2: 99.627998
Copyback: 0.018000
Sum: 0.044000
Initial population average accuracy1:0.006018 accuracy2:0.207002
Initialization: 5.984000
Memcpy Classifiers: 0.461000
Memcpy Instances: 8.081000
Kernel 1: 0.025000
Kernel 2: 104.723000
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.008244 0.523810 fi:0.574111. Ave ac:0.010109,0.013404
Initialization: 5.990000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.084000
Kernel 1: 0.024000
Kernel 2: 105.521004
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004996 0.555556 fi:0.543850. Ave ac:0.012993,0.016637
Initialization: 5.935000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.095000
Kernel 1: 0.024000
Kernel 2: 102.935997
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.008993 0.580645 fi:0.516932. Ave ac:0.011573,0.013949
Initialization: 5.835000
Memcpy Classifiers: 0.397000
Memcpy Instances: 8.004000
Kernel 1: 0.024000
Kernel 2: 97.926003
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.008993 0.590164 fi:0.507414. Ave ac:0.012902,0.014660
Initialization: 6.069000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.048000
Kernel 1: 0.023000
Kernel 2: 96.347000
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004996 0.689655 fi:0.409750. Ave ac:0.011181,0.013199
Initialization: 5.951000
Memcpy Classifiers: 0.426000
Memcpy Instances: 8.041000
Kernel 1: 0.023000
Kernel 2: 95.519997
Copyback: 0.018000
Sum: 0.032000
It 5,Best ac:0.003998 0.695652 fi:0.404211. Ave ac:0.010173,0.012375
Initialization: 5.958000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.545000
Kernel 1: 0.023000
Kernel 2: 94.491997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.004748 0.655172 fi:0.444348. Ave ac:0.008280,0.008133
Initialization: 6.174000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.032000
Kernel 1: 0.023000
Kernel 2: 93.307999
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003748 0.714286 fi:0.385691. Ave ac:0.009564,0.008952
Initialization: 6.079000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.143000
Kernel 1: 0.024000
Kernel 2: 92.379997
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.004247 0.772727 fi:0.327021. Ave ac:0.008474,0.008841
Initialization: 6.496000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.398000
Kernel 1: 0.023000
Kernel 2: 90.184998
Copyback: 0.022000
Sum: 0.029000
It 9,Best ac:0.008242 0.785714 fi:0.312210. Ave ac:0.009709,0.009680
Iteration 10:MDL fitness activated
Error 0.312210 TL 0.025468
MDL Theory Length Weight: 4.0862348961 (1)
Initialization: 5.956000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.008000
Kernel 1: 0.024000
Kernel 2: 89.441002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004996 0.769231 fi:0.433655. Ave ac:0.008781,0.009109
Initialization: 5.936000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.077000
Kernel 1: 0.024000
Kernel 2: 87.902000
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.005746 0.741935 fi:0.491181. Ave ac:0.008546,0.009671
Initialization: 6.000000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.525000
Kernel 1: 0.024000
Kernel 2: 91.833000
Copyback: 0.016000
Sum: 0.031000
It 12,Best ac:0.005245 0.700000 fi:0.512528. Ave ac:0.008977,0.010150
Initialization: 6.060000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.052000
Kernel 1: 0.023000
Kernel 2: 92.587997
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.003497 0.875000 fi:0.360594. Ave ac:0.009063,0.011033
Initialization: 5.988000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.138000
Kernel 1: 0.023000
Kernel 2: 89.542999
Copyback: 0.016000
Sum: 0.032000
It 14,Best ac:0.007245 0.852941 fi:0.338389. Ave ac:0.010345,0.011728
Initialization: 5.989000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.039000
Kernel 1: 0.024000
Kernel 2: 86.027000
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.003746 0.789474 fi:0.417064. Ave ac:0.010904,0.011554
Initialization: 5.989000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.037000
Kernel 1: 0.023000
Kernel 2: 86.203003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003747 0.833333 fi:0.400657. Ave ac:0.010979,0.012566
Initialization: 6.096000
Memcpy Classifiers: 0.340000
Memcpy Instances: 9.925000
Kernel 1: 0.023000
Kernel 2: 83.730003
Copyback: 0.371000
Sum: 0.036000
It 17,Best ac:0.006993 0.736842 fi:0.438381. Ave ac:0.010710,0.010975
Initialization: 5.942000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.095000
Kernel 1: 0.059000
Kernel 2: 81.829002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.008242 0.750000 fi:0.444888. Ave ac:0.010444,0.011703
Initialization: 5.948000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.039000
Kernel 1: 0.023000
Kernel 2: 80.958000
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.004996 0.869565 fi:0.368026. Ave ac:0.008439,0.011138
Initialization: 5.948000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.081000
Kernel 1: 0.023000
Kernel 2: 78.987999
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.003497 0.933333 fi:0.299351. Ave ac:0.007841,0.008389
Initialization: 6.015000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.003000
Kernel 1: 0.023000
Kernel 2: 80.978996
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.005246 0.750000 fi:0.453222. Ave ac:0.010407,0.011121
Initialization: 5.985000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.054000
Kernel 1: 0.024000
Kernel 2: 79.514999
Copyback: 0.017000
Sum: 0.033000
It 22,Best ac:0.006244 0.735294 fi:0.433505. Ave ac:0.009260,0.010949
Initialization: 6.469000
Memcpy Classifiers: 0.341000
Memcpy Instances: 8.102000
Kernel 1: 0.025000
Kernel 2: 78.475998
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.005246 0.875000 fi:0.289395. Ave ac:0.009648,0.010373
Initialization: 6.494000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.318000
Kernel 1: 0.023000
Kernel 2: 77.389000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.003746 0.789474 fi:0.408975. Ave ac:0.008084,0.007162
Initialization: 6.095000
Memcpy Classifiers: 0.342000
Memcpy Instances: 8.019000
Kernel 1: 0.023000
Kernel 2: 81.174004
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.006745 0.710526 fi:0.453184. Ave ac:0.009386,0.008968
Initialization: 6.182000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.563000
Kernel 1: 0.022000
Kernel 2: 80.726997
Copyback: 0.017000
Sum: 0.033000
It 26,Best ac:0.004247 0.809524 fi:0.367816. Ave ac:0.009635,0.010247
Initialization: 5.959000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.046000
Kernel 1: 0.025000
Kernel 2: 79.353996
Copyback: 0.017000
Sum: 0.030000
It 27,Best ac:0.003746 0.789474 fi:0.390521. Ave ac:0.007022,0.006857
Initialization: 5.991000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.162000
Kernel 1: 0.023000
Kernel 2: 81.653999
Copyback: 0.018000
Sum: 0.038000
It 28,Best ac:0.003997 0.888889 fi:0.300278. Ave ac:0.007358,0.007089
Initialization: 6.026000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.015000
Kernel 1: 0.024000
Kernel 2: 80.177002
Copyback: 0.017000
Sum: 0.030000
It 29,Best ac:0.004996 0.800000 fi:0.404870. Ave ac:0.007926,0.006017
Initialization: 5.971000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.013000
Kernel 1: 0.023000
Kernel 2: 76.280998
Copyback: 0.017000
Sum: 0.033000
It 30,Best ac:0.006247 0.806452 fi:0.381653. Ave ac:0.006097,0.005704
Initialization: 6.048000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.328000
Kernel 1: 0.023000
Kernel 2: 76.325996
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.006743 0.818182 fi:0.361721. Ave ac:0.007456,0.007303
Initialization: 6.481000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.056000
Kernel 1: 0.023000
Kernel 2: 78.439003
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.003996 0.800000 fi:0.387421. Ave ac:0.008060,0.007319
MDL Theory Length Weight: 3.6776114065 (10)
Initialization: 5.992000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.160000
Kernel 1: 0.024000
Kernel 2: 79.667999
Copyback: 0.018000
Sum: 0.032000
It 33,Best ac:0.004996 0.800000 fi:0.363980. Ave ac:0.010042,0.010093
Initialization: 27.388000
Memcpy Instances: 399.752991
Memcpy Classifiers: 0.063000
Kernel 1: 0.024000
Kernel 2: 482.743011
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 480.160004
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.061000
Kernel 1: 0.016000
Kernel 2: 481.144989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 496.066010
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 483.851990
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 494.867004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 489.209991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 490.593994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 480.144989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 479.000000
Copyback: 0.367000
Sum: 0.004000
It 34,Best ac:0.004631 0.654661 fi:0.538449. Ave ac:0.007619,0.023299
Best acc 0.004631 0.654661
Rule:Att PSSM_-4_6 is [-4.750602,-1.027736]|Att PSSM_-3_10 is [-5.556902,5.227963]|Att PSSM_-3_12 is [-6.719275,-1.175537]|Att PSSM_-2_15 is [<3.842674]|Att PSSM_-1_11 is [<5.626947]|Att PSSM_-1_12 is [-6.612706,-1.100241]|Att PSSM_0_12 is [<-2.135756]|Att PSSM_0_15 is [<5.019679]|Att PSSM_1_12 is [<-1.104737]|Att PSSM_3_18 is [-4.192186,10.192186]|1
Accuracy : 0.776196
0	1	
155156	8924	
43589	26969	
Removed 1416 instances. 198745 Instances left. Acc of rule 0.004631-0.654661
Initialization: 5.953000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.002000
Kernel 1: 0.024000
Kernel 2: 98.744003
Copyback: 0.018000
Sum: 0.047000
Initial population average accuracy1:0.005231 accuracy2:0.205077
Initialization: 5.974000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.955000
Kernel 1: 0.024000
Kernel 2: 103.892998
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.004277 0.531250 fi:0.568458. Ave ac:0.009880,0.012895
Initialization: 5.992000
Memcpy Classifiers: 0.523000
Memcpy Instances: 8.023000
Kernel 1: 0.024000
Kernel 2: 105.528000
Copyback: 0.016000
Sum: 0.031000
It 1,Best ac:0.006289 0.446429 fi:0.652347. Ave ac:0.013305,0.017135
Initialization: 5.987000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.998000
Kernel 1: 0.024000
Kernel 2: 110.972000
Copyback: 0.018000
Sum: 0.028000
It 2,Best ac:0.004780 0.575758 fi:0.523718. Ave ac:0.013635,0.015525
Initialization: 5.974000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.983000
Kernel 1: 0.023000
Kernel 2: 113.785004
Copyback: 0.017000
Sum: 0.037000
It 3,Best ac:0.005033 0.540541 fi:0.558815. Ave ac:0.011402,0.014342
Initialization: 5.968000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.516000
Kernel 1: 0.022000
Kernel 2: 116.958000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004528 0.562500 fi:0.537092. Ave ac:0.011713,0.013448
Initialization: 6.003000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.953000
Kernel 1: 0.023000
Kernel 2: 112.939003
Copyback: 0.016000
Sum: 0.032000
It 5,Best ac:0.004781 0.655172 fi:0.444300. Ave ac:0.010285,0.011783
Initialization: 6.003000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.986000
Kernel 1: 0.024000
Kernel 2: 113.703003
Copyback: 0.018000
Sum: 0.033000
It 6,Best ac:0.011572 0.696970 fi:0.399357. Ave ac:0.009731,0.008763
Initialization: 6.037000
Memcpy Classifiers: 0.494000
Memcpy Instances: 8.467000
Kernel 1: 0.023000
Kernel 2: 117.492996
Copyback: 0.018000
Sum: 0.044000
It 7,Best ac:0.004780 0.655172 fi:0.444303. Ave ac:0.008321,0.008021
Initialization: 5.991000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.995000
Kernel 1: 0.024000
Kernel 2: 113.434998
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.005031 0.714286 fi:0.385073. Ave ac:0.008994,0.007447
Initialization: 5.974000
Memcpy Classifiers: 0.512000
Memcpy Instances: 7.952000
Kernel 1: 0.023000
Kernel 2: 118.321999
Copyback: 0.018000
Sum: 0.033000
It 9,Best ac:0.005283 0.750000 fi:0.349242. Ave ac:0.007328,0.006789
Iteration 10:MDL fitness activated
Error 0.349242 TL 0.045444
MDL Theory Length Weight: 2.5616882807 (1)
Initialization: 6.456000
Memcpy Classifiers: 0.507000
Memcpy Instances: 8.036000
Kernel 1: 0.023000
Kernel 2: 113.123001
Copyback: 0.016000
Sum: 0.030000
It 10,Best ac:0.005533 0.666667 fi:0.530956. Ave ac:0.007689,0.007075
Initialization: 5.953000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.067000
Kernel 1: 0.024000
Kernel 2: 113.260002
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.004025 0.761905 fi:0.400954. Ave ac:0.008501,0.008203
Initialization: 6.031000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.425000
Kernel 1: 0.024000
Kernel 2: 111.316002
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.006291 0.675676 fi:0.506202. Ave ac:0.008717,0.008548
Initialization: 5.980000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.008000
Kernel 1: 0.023000
Kernel 2: 106.425003
Copyback: 0.018000
Sum: 0.042000
It 13,Best ac:0.004780 0.863636 fi:0.337112. Ave ac:0.009179,0.009708
Initialization: 6.224000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.960000
Kernel 1: 0.023000
Kernel 2: 102.612999
Copyback: 0.017000
Sum: 0.043000
It 14,Best ac:0.007042 0.717949 fi:0.465968. Ave ac:0.007580,0.006185
Initialization: 6.114000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.956000
Kernel 1: 0.024000
Kernel 2: 98.195000
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.005033 0.740741 fi:0.450361. Ave ac:0.007434,0.006188
Initialization: 6.018000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.940000
Kernel 1: 0.023000
Kernel 2: 96.052002
Copyback: 0.006000
Sum: 0.039000
It 16,Best ac:0.005536 0.846154 fi:0.338047. Ave ac:0.007781,0.006745
Initialization: 6.961000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.992000
Kernel 1: 0.023000
Kernel 2: 88.953003
Copyback: 0.017000
Sum: 0.040000
It 17,Best ac:0.004528 0.692308 fi:0.485216. Ave ac:0.006791,0.005814
Initialization: 6.065000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.985000
Kernel 1: 0.022000
Kernel 2: 87.285004
Copyback: 0.017000
Sum: 0.034000
It 18,Best ac:0.004780 0.730769 fi:0.439498. Ave ac:0.009220,0.010482
Initialization: 6.083000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.949000
Kernel 1: 0.024000
Kernel 2: 88.038002
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.003521 0.875000 fi:0.335425. Ave ac:0.008928,0.007156
Initialization: 6.485000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.009000
Kernel 1: 0.024000
Kernel 2: 87.733002
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.006792 0.870968 fi:0.311846. Ave ac:0.007017,0.006466
Initialization: 5.971000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.956000
Kernel 1: 0.024000
Kernel 2: 87.836998
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.005283 0.840000 fi:0.337206. Ave ac:0.007059,0.007202
Initialization: 6.069000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.939000
Kernel 1: 0.023000
Kernel 2: 88.267998
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.003775 0.882353 fi:0.301692. Ave ac:0.006605,0.005892
Initialization: 5.982000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.088000
Kernel 1: 0.022000
Kernel 2: 87.801003
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.004025 0.761905 fi:0.422926. Ave ac:0.005928,0.004510
Initialization: 6.118000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.963000
Kernel 1: 0.024000
Kernel 2: 89.417000
Copyback: 0.017000
Sum: 0.035000
It 24,Best ac:0.003020 1.000000 fi:0.340005. Ave ac:0.006305,0.004494
Initialization: 6.076000
Memcpy Classifiers: 0.363000
Memcpy Instances: 8.475000
Kernel 1: 0.022000
Kernel 2: 89.555000
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.008052 0.820513 fi:0.344806. Ave ac:0.005757,0.003243
Initialization: 6.082000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.956000
Kernel 1: 0.024000
Kernel 2: 88.761002
Copyback: 0.017000
Sum: 0.037000
It 26,Best ac:0.003773 0.937500 fi:0.267038. Ave ac:0.006372,0.003384
Initialization: 6.016000
Memcpy Classifiers: 0.352000
Memcpy Instances: 8.134000
Kernel 1: 0.023000
Kernel 2: 90.473000
Copyback: 0.017000
Sum: 0.040000
It 27,Best ac:0.010566 0.736842 fi:0.437089. Ave ac:0.006475,0.004005
Initialization: 6.046000
Memcpy Classifiers: 0.833000
Memcpy Instances: 8.023000
Kernel 1: 0.023000
Kernel 2: 86.931999
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.003774 0.882353 fi:0.283821. Ave ac:0.007703,0.004479
Initialization: 6.004000
Memcpy Classifiers: 0.364000
Memcpy Instances: 8.260000
Kernel 1: 0.023000
Kernel 2: 86.384003
Copyback: 0.018000
Sum: 0.034000
It 29,Best ac:0.005031 0.740741 fi:0.454451. Ave ac:0.005463,0.003537
Initialization: 5.938000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.951000
Kernel 1: 0.024000
Kernel 2: 85.947998
Copyback: 0.017000
Sum: 0.034000
It 30,Best ac:0.006039 0.727273 fi:0.436851. Ave ac:0.006756,0.004526
Initialization: 5.961000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.961000
Kernel 1: 0.025000
Kernel 2: 87.591003
Copyback: 0.016000
Sum: 0.034000
It 31,Best ac:0.005786 0.821429 fi:0.356224. Ave ac:0.004557,0.003921
Initialization: 5.976000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.942000
Kernel 1: 0.024000
Kernel 2: 86.983002
Copyback: 0.017000
Sum: 0.039000
It 32,Best ac:0.004528 0.692308 fi:0.484723. Ave ac:0.005646,0.003813
Initialization: 6.014000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.976000
Kernel 1: 0.023000
Kernel 2: 83.039001
Copyback: 0.017000
Sum: 0.039000
It 33,Best ac:0.004780 0.826087 fi:0.341965. Ave ac:0.007934,0.005179
Initialization: 27.593000
Memcpy Instances: 391.161011
Memcpy Classifiers: 0.078000
Kernel 1: 0.027000
Kernel 2: 504.359009
Copyback: 0.369000
Sum: 0.016000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 515.961975
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 511.385986
Copyback: 0.019000
Sum: 0.005000
Memcpy Classifiers: 0.078000
Kernel 1: 0.018000
Kernel 2: 507.362000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 511.362000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 524.450989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 530.382019
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 510.558014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.012000
Kernel 2: 516.518982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 461.923004
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005313 0.595265 fi:0.581402. Ave ac:0.007808,0.022861
Best acc 0.005313 0.595265
Initialization: 6.070000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.957000
Kernel 1: 0.025000
Kernel 2: 97.486000
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005331 accuracy2:0.205997
Initialization: 6.051000
Memcpy Classifiers: 0.542000
Memcpy Instances: 7.964000
Kernel 1: 0.024000
Kernel 2: 103.203003
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.005031 0.512821 fi:0.586538. Ave ac:0.010312,0.013415
Initialization: 5.899000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.946000
Kernel 1: 0.024000
Kernel 2: 104.093002
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.004026 0.551724 fi:0.548099. Ave ac:0.013257,0.016484
Initialization: 6.012000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.427000
Kernel 1: 0.023000
Kernel 2: 103.316002
Copyback: 0.024000
Sum: 0.040000
It 2,Best ac:0.003774 0.625000 fi:0.474942. Ave ac:0.014611,0.016358
Initialization: 6.146000
Memcpy Classifiers: 0.514000
Memcpy Instances: 7.994000
Kernel 1: 0.025000
Kernel 2: 101.148003
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.005031 0.689655 fi:0.409703. Ave ac:0.014821,0.018130
Initialization: 6.044000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.953000
Kernel 1: 0.023000
Kernel 2: 105.896004
Copyback: 0.018000
Sum: 0.036000
It 4,Best ac:0.003774 0.681818 fi:0.418123. Ave ac:0.011990,0.012104
Initialization: 5.911000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.964000
Kernel 1: 0.025000
Kernel 2: 104.653000
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.004277 0.708333 fi:0.391375. Ave ac:0.011174,0.011264
Initialization: 5.924000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.966000
Kernel 1: 0.023000
Kernel 2: 103.887001
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.005283 0.700000 fi:0.399242. Ave ac:0.010532,0.010095
Initialization: 5.956000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.952000
Kernel 1: 0.024000
Kernel 2: 102.834000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.005283 0.600000 fi:0.499242. Ave ac:0.007411,0.008194
Initialization: 5.952000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.988000
Kernel 1: 0.023000
Kernel 2: 105.258003
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004528 0.692308 fi:0.407284. Ave ac:0.009913,0.009044
Initialization: 5.898000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.976000
Kernel 1: 0.023000
Kernel 2: 102.628998
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003019 0.857143 fi:0.397979. Ave ac:0.011298,0.011643
Iteration 10:MDL fitness activated
Error 0.397979 TL 0.024669
MDL Theory Length Weight: 5.3775849854 (5)
Initialization: 5.954000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.966000
Kernel 1: 0.024000
Kernel 2: 104.224998
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.004277 0.739130 fi:0.477316. Ave ac:0.010935,0.016079
Initialization: 6.159000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.960000
Kernel 1: 0.023000
Kernel 2: 104.584000
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.004276 0.708333 fi:0.497747. Ave ac:0.012005,0.014171
Initialization: 5.996000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.268000
Kernel 1: 0.023000
Kernel 2: 98.166000
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.003775 0.833333 fi:0.408119. Ave ac:0.012716,0.012911
Initialization: 5.968000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.093000
Kernel 1: 0.024000
Kernel 2: 95.440002
Copyback: 0.017000
Sum: 0.039000
It 13,Best ac:0.006541 0.742857 fi:0.472975. Ave ac:0.012284,0.016510
Initialization: 5.898000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.987000
Kernel 1: 0.023000
Kernel 2: 94.539001
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.004277 0.809524 fi:0.393125. Ave ac:0.011746,0.017297
Initialization: 5.897000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.141000
Kernel 1: 0.023000
Kernel 2: 92.874001
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.011821 0.723077 fi:0.476417. Ave ac:0.016591,0.024210
Initialization: 5.947000
Memcpy Classifiers: 0.371000
Memcpy Instances: 9.131000
Kernel 1: 0.022000
Kernel 2: 88.919998
Copyback: 0.017000
Sum: 0.030000
It 16,Best ac:0.004024 0.761905 fi:0.441558. Ave ac:0.014416,0.022478
Initialization: 6.115000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.396000
Kernel 1: 0.023000
Kernel 2: 91.262001
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.006794 0.675000 fi:0.540712. Ave ac:0.014769,0.025107
Initialization: 6.069000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.947000
Kernel 1: 0.024000
Kernel 2: 88.446999
Copyback: 0.017000
Sum: 0.022000
It 18,Best ac:0.006792 0.692308 fi:0.462923. Ave ac:0.018753,0.028704
Initialization: 5.979000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.999000
Kernel 1: 0.023000
Kernel 2: 90.348000
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.008050 0.727273 fi:0.425427. Ave ac:0.015035,0.023361
Initialization: 5.999000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.959000
Kernel 1: 0.024000
Kernel 2: 91.486000
Copyback: 0.017000
Sum: 0.023000
It 20,Best ac:0.003523 0.736842 fi:0.487226. Ave ac:0.014006,0.025914
Initialization: 5.920000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.982000
Kernel 1: 0.024000
Kernel 2: 93.335999
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.004277 0.653846 fi:0.494314. Ave ac:0.017084,0.032073
Initialization: 6.031000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.938000
Kernel 1: 0.024000
Kernel 2: 90.879997
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.009059 0.580645 fi:0.564634. Ave ac:0.011871,0.026640
Initialization: 6.001000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.952000
Kernel 1: 0.025000
Kernel 2: 91.765999
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.006792 0.750000 fi:0.406215. Ave ac:0.019455,0.038976
MDL Theory Length Weight: 4.8398264869 (10)
Initialization: 6.041000
Memcpy Classifiers: 0.287000
Memcpy Instances: 7.946000
Kernel 1: 0.024000
Kernel 2: 95.248001
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.004277 0.629630 fi:0.547724. Ave ac:0.015061,0.033927
Initialization: 5.928000
Memcpy Classifiers: 0.290000
Memcpy Instances: 8.052000
Kernel 1: 0.025000
Kernel 2: 91.247002
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.004276 0.680000 fi:0.505775. Ave ac:0.017320,0.035183
Initialization: 6.094000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.950000
Kernel 1: 0.024000
Kernel 2: 89.400002
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.003773 0.750000 fi:0.435796. Ave ac:0.019601,0.039998
Initialization: 5.982000
Memcpy Classifiers: 0.317000
Memcpy Instances: 7.952000
Kernel 1: 0.024000
Kernel 2: 95.303001
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.003774 0.789474 fi:0.394593. Ave ac:0.016139,0.033571
Initialization: 6.158000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.998000
Kernel 1: 0.023000
Kernel 2: 93.498001
Copyback: 0.017000
Sum: 0.020000
It 28,Best ac:0.004026 0.842105 fi:0.342399. Ave ac:0.014576,0.028633
Initialization: 6.033000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.782000
Kernel 1: 0.023000
Kernel 2: 92.292000
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.005788 0.793103 fi:0.379042. Ave ac:0.017857,0.034869
Initialization: 6.003000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.973000
Kernel 1: 0.023000
Kernel 2: 90.277000
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.004025 0.888889 fi:0.273932. Ave ac:0.014318,0.031869
Initialization: 6.076000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.014000
Kernel 1: 0.024000
Kernel 2: 85.774002
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.004527 0.720000 fi:0.414303. Ave ac:0.013093,0.032913
Initialization: 6.069000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.324000
Kernel 1: 0.023000
Kernel 2: 80.852997
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.006289 0.781250 fi:0.382633. Ave ac:0.019975,0.038255
Initialization: 5.953000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.986000
Kernel 1: 0.023000
Kernel 2: 84.285004
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004025 0.761905 fi:0.412022. Ave ac:0.014846,0.031192
Initialization: 27.733000
Memcpy Instances: 395.342987
Memcpy Classifiers: 0.055000
Kernel 1: 0.023000
Kernel 2: 501.765015
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.054000
Kernel 1: 0.015000
Kernel 2: 521.658020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 518.437988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 509.691986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 525.890991
Copyback: 0.367000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 521.354004
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 528.026001
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 510.944000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 500.691010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 457.613007
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.040197 0.585403 fi:0.548498. Ave ac:0.013216,0.046656
Best acc 0.040197 0.585403
Rule:Att PSSM_-4_3 is [>-4.800899]|Att PSSM_0_2 is [<-3.975401]|Att PSSM_0_7 is [<-1.154716]|Att PSSM_0_10 is [-1.419057,6.262582]|Att PSSM_0_17 is [-2.429174,4.418998]|Att PSSM_1_11 is [-5.370849,3.245885]|Att PSSM_1_15 is [-6.545737,3.727152]|Att PSSM_2_14 is [<2.678125]|Att PSSM_2_15 is [<-0.864578]|Att PSSM_3_17 is [<3.375636]|Att PSSM_4_6 is [-3.194317,-0.187695]|1
Accuracy : 0.777636
0	1	
154438	9642	
42533	28025	
Removed 1774 instances. 196971 Instances left. Acc of rule 0.005313-0.595265
Initialization: 5.982000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.889000
Kernel 1: 0.024000
Kernel 2: 95.636002
Copyback: 0.017000
Sum: 0.051000
Initial population average accuracy1:0.005352 accuracy2:0.206622
Initialization: 5.972000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.941000
Kernel 1: 0.023000
Kernel 2: 101.402000
Copyback: 0.018000
Sum: 0.038000
It 0,Best ac:0.006347 0.500000 fi:0.598700. Ave ac:0.010053,0.013238
Initialization: 6.034000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.910000
Kernel 1: 0.024000
Kernel 2: 104.609001
Copyback: 0.016000
Sum: 0.031000
It 1,Best ac:0.005331 0.538462 fi:0.560717. Ave ac:0.012687,0.014892
Initialization: 5.925000
Memcpy Classifiers: 0.525000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 105.008003
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.007360 0.674419 fi:0.423807. Ave ac:0.013578,0.014149
Initialization: 6.053000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.862000
Kernel 1: 0.025000
Kernel 2: 105.113998
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.003046 0.750000 fi:0.486741. Ave ac:0.012132,0.013236
Initialization: 5.963000
Memcpy Classifiers: 0.517000
Memcpy Instances: 8.348000
Kernel 1: 0.023000
Kernel 2: 105.436996
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004062 0.761905 fi:0.337874. Ave ac:0.011700,0.012613
Initialization: 5.961000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.864000
Kernel 1: 0.023000
Kernel 2: 101.293999
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.003553 0.736842 fi:0.372689. Ave ac:0.008774,0.010087
Initialization: 5.976000
Memcpy Classifiers: 0.478000
Memcpy Instances: 7.867000
Kernel 1: 0.024000
Kernel 2: 100.380997
Copyback: 0.018000
Sum: 0.034000
It 6,Best ac:0.004569 0.620690 fi:0.478850. Ave ac:0.009578,0.009824
Initialization: 5.964000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.393000
Kernel 1: 0.023000
Kernel 2: 99.233002
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.005330 0.750000 fi:0.349181. Ave ac:0.009512,0.008790
Initialization: 6.431000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.924000
Kernel 1: 0.022000
Kernel 2: 100.950996
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.003808 0.714286 fi:0.385613. Ave ac:0.008162,0.007677
Initialization: 5.964000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.904000
Kernel 1: 0.023000
Kernel 2: 99.692001
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.003808 0.833333 fi:0.266563. Ave ac:0.009156,0.008198
Iteration 10:MDL fitness activated
Error 0.266563 TL 0.028208
MDL Theory Length Weight: 3.1500210219 (1)
Initialization: 5.975000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.909000
Kernel 1: 0.023000
Kernel 2: 97.564003
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.005330 0.777778 fi:0.427973. Ave ac:0.009243,0.007812
Initialization: 5.992000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.366000
Kernel 1: 0.023000
Kernel 2: 96.073997
Copyback: 0.018000
Sum: 0.037000
It 11,Best ac:0.007868 0.704545 fi:0.492254. Ave ac:0.008074,0.007036
Initialization: 5.879000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.347000
Kernel 1: 0.023000
Kernel 2: 95.027000
Copyback: 0.016000
Sum: 0.032000
It 12,Best ac:0.003299 0.928571 fi:0.362805. Ave ac:0.009864,0.007633
Initialization: 6.001000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.920000
Kernel 1: 0.024000
Kernel 2: 92.741997
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.004822 0.678571 fi:0.498834. Ave ac:0.007075,0.006057
Initialization: 5.934000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.867000
Kernel 1: 0.023000
Kernel 2: 89.888000
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.004316 0.772727 fi:0.417761. Ave ac:0.009052,0.006769
Initialization: 5.881000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.352000
Kernel 1: 0.023000
Kernel 2: 88.035004
Copyback: 0.016000
Sum: 0.033000
It 15,Best ac:0.004062 0.761905 fi:0.462727. Ave ac:0.007224,0.005310
Initialization: 5.922000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.875000
Kernel 1: 0.024000
Kernel 2: 87.047997
Copyback: 0.017000
Sum: 0.038000
It 16,Best ac:0.003554 0.823529 fi:0.365278. Ave ac:0.008642,0.006705
Initialization: 5.984000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.902000
Kernel 1: 0.023000
Kernel 2: 81.918999
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.003046 0.923077 fi:0.382967. Ave ac:0.009015,0.007033
Initialization: 5.946000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.905000
Kernel 1: 0.023000
Kernel 2: 82.626999
Copyback: 0.016000
Sum: 0.031000
It 18,Best ac:0.004824 0.826087 fi:0.349676. Ave ac:0.007644,0.006786
Initialization: 6.017000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.868000
Kernel 1: 0.023000
Kernel 2: 83.693001
Copyback: 0.017000
Sum: 0.033000
It 19,Best ac:0.004062 0.842105 fi:0.342559. Ave ac:0.006617,0.004966
Initialization: 5.931000
Memcpy Classifiers: 0.340000
Memcpy Instances: 8.042000
Kernel 1: 0.023000
Kernel 2: 79.745003
Copyback: 0.018000
Sum: 0.036000
It 20,Best ac:0.003300 0.928571 fi:0.324829. Ave ac:0.008358,0.006192
Initialization: 6.193000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.164000
Kernel 1: 0.022000
Kernel 2: 76.753998
Copyback: 0.017000
Sum: 0.034000
It 21,Best ac:0.004315 0.894737 fi:0.268393. Ave ac:0.007051,0.004794
Initialization: 6.277000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.886000
Kernel 1: 0.024000
Kernel 2: 77.788002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004570 0.720000 fi:0.445303. Ave ac:0.004771,0.003363
Initialization: 5.942000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.904000
Kernel 1: 0.023000
Kernel 2: 79.042999
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.004316 0.772727 fi:0.397682. Ave ac:0.006678,0.004881
Initialization: 5.938000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.888000
Kernel 1: 0.023000
Kernel 2: 78.692001
Copyback: 0.017000
Sum: 0.033000
It 24,Best ac:0.004316 0.850000 fi:0.319483. Ave ac:0.005371,0.004762
Initialization: 5.972000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.876000
Kernel 1: 0.024000
Kernel 2: 77.241997
Copyback: 0.017000
Sum: 0.033000
It 25,Best ac:0.003554 0.823529 fi:0.362101. Ave ac:0.005756,0.004217
Initialization: 5.921000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.930000
Kernel 1: 0.024000
Kernel 2: 74.199997
Copyback: 0.016000
Sum: 0.033000
It 26,Best ac:0.004825 0.950000 fi:0.212005. Ave ac:0.007666,0.004975
Initialization: 7.376000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.907000
Kernel 1: 0.023000
Kernel 2: 76.501999
Copyback: 0.017000
Sum: 0.034000
It 27,Best ac:0.005077 0.833333 fi:0.327774. Ave ac:0.005375,0.003712
Initialization: 5.959000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.870000
Kernel 1: 0.025000
Kernel 2: 76.585999
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.004824 0.904762 fi:0.273346. Ave ac:0.005442,0.003437
Initialization: 5.999000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.936000
Kernel 1: 0.024000
Kernel 2: 76.338997
Copyback: 0.018000
Sum: 0.033000
It 29,Best ac:0.004822 0.863636 fi:0.301376. Ave ac:0.007131,0.004298
Initialization: 6.040000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.930000
Kernel 1: 0.022000
Kernel 2: 76.068001
Copyback: 0.016000
Sum: 0.035000
It 30,Best ac:0.004061 0.842105 fi:0.318775. Ave ac:0.004703,0.003050
Initialization: 5.982000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.342000
Kernel 1: 0.022000
Kernel 2: 78.931999
Copyback: 0.016000
Sum: 0.029000
It 31,Best ac:0.005331 0.840000 fi:0.335862. Ave ac:0.006085,0.004558
Initialization: 6.010000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.958000
Kernel 1: 0.023000
Kernel 2: 76.839996
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.004569 0.782609 fi:0.392785. Ave ac:0.004603,0.002822
Initialization: 5.965000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.906000
Kernel 1: 0.023000
Kernel 2: 77.041000
Copyback: 0.017000
Sum: 0.031000
It 33,Best ac:0.003299 0.764706 fi:0.471017. Ave ac:0.004407,0.003235
Initialization: 28.156000
Memcpy Instances: 388.384003
Memcpy Classifiers: 0.068000
Kernel 1: 0.028000
Kernel 2: 490.354004
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.060000
Kernel 1: 0.014000
Kernel 2: 484.014008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 488.063995
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 483.679993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 495.364014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 500.005005
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 486.265991
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 471.712006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 492.343994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.052000
Kernel 1: 0.013000
Kernel 2: 373.903992
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003716 0.690566 fi:0.486058. Ave ac:0.005868,0.017138
Best acc 0.003716 0.690566
Initialization: 6.216000
Memcpy Classifiers: 0.559000
Memcpy Instances: 8.005000
Kernel 1: 0.025000
Kernel 2: 97.509003
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.005268 accuracy2:0.205454
Initialization: 5.989000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.912000
Kernel 1: 0.024000
Kernel 2: 104.766998
Copyback: 0.017000
Sum: 0.049000
It 0,Best ac:0.004062 0.432432 fi:0.667346. Ave ac:0.011094,0.013470
Initialization: 5.991000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.885000
Kernel 1: 0.024000
Kernel 2: 104.949997
Copyback: 0.018000
Sum: 0.034000
It 1,Best ac:0.005585 0.488889 fi:0.610170. Ave ac:0.013274,0.015033
Initialization: 6.100000
Memcpy Classifiers: 0.480000
Memcpy Instances: 7.920000
Kernel 1: 0.021000
Kernel 2: 100.914001
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.004315 0.515152 fi:0.584508. Ave ac:0.012462,0.014382
Initialization: 5.973000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.884000
Kernel 1: 0.023000
Kernel 2: 99.634003
Copyback: 0.018000
Sum: 0.033000
It 3,Best ac:0.005584 0.647059 fi:0.452003. Ave ac:0.010897,0.013051
Initialization: 5.950000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.886000
Kernel 1: 0.023000
Kernel 2: 98.961998
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.004822 0.678571 fi:0.420849. Ave ac:0.010695,0.011321
Initialization: 6.060000
Memcpy Classifiers: 0.522000
Memcpy Instances: 8.390000
Kernel 1: 0.023000
Kernel 2: 96.637001
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.004570 0.562500 fi:0.537040. Ave ac:0.011420,0.012275
Initialization: 5.927000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.940000
Kernel 1: 0.024000
Kernel 2: 96.855003
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.004062 0.640000 fi:0.459777. Ave ac:0.011888,0.013918
Initialization: 6.497000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.887000
Kernel 1: 0.024000
Kernel 2: 91.248001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.004061 0.727273 fi:0.372506. Ave ac:0.009950,0.011926
Initialization: 6.814000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.166000
Kernel 1: 0.023000
Kernel 2: 90.932999
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003554 0.777778 fi:0.330705. Ave ac:0.010643,0.011845
Initialization: 6.001000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.951000
Kernel 1: 0.023000
Kernel 2: 88.825996
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003807 0.681818 fi:0.418080. Ave ac:0.010569,0.009790
Iteration 10:MDL fitness activated
Error 0.418080 TL 0.029240
MDL Theory Length Weight: 4.7660729509 (2)
Initialization: 5.847000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.371000
Kernel 1: 0.024000
Kernel 2: 86.234001
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.004569 0.666667 fi:0.521229. Ave ac:0.010520,0.010517
Initialization: 5.996000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.601000
Kernel 1: 0.022000
Kernel 2: 83.388000
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.007110 0.636364 fi:0.549903. Ave ac:0.013158,0.011970
Initialization: 5.942000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.889000
Kernel 1: 0.024000
Kernel 2: 82.820000
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.007362 0.644444 fi:0.530699. Ave ac:0.015019,0.015962
Initialization: 5.996000
Memcpy Classifiers: 0.378000
Memcpy Instances: 7.867000
Kernel 1: 0.024000
Kernel 2: 79.133003
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.004824 0.633333 fi:0.533934. Ave ac:0.016720,0.016016
Initialization: 5.926000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.882000
Kernel 1: 0.023000
Kernel 2: 75.860001
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.005076 0.689655 fi:0.483088. Ave ac:0.020004,0.020149
Initialization: 6.038000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.920000
Kernel 1: 0.023000
Kernel 2: 75.302002
Copyback: 0.018000
Sum: 0.030000
It 15,Best ac:0.005838 0.741935 fi:0.410232. Ave ac:0.019138,0.019936
Initialization: 5.948000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.929000
Kernel 1: 0.024000
Kernel 2: 77.666000
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.007616 0.697674 fi:0.490051. Ave ac:0.016662,0.019817
Initialization: 5.989000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 75.792999
Copyback: 0.017000
Sum: 0.023000
It 17,Best ac:0.005333 0.724138 fi:0.457462. Ave ac:0.019463,0.024044
Initialization: 5.933000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.407000
Kernel 1: 0.023000
Kernel 2: 74.638000
Copyback: 0.017000
Sum: 0.030000
It 18,Best ac:0.003808 0.789474 fi:0.420899. Ave ac:0.017015,0.022780
Initialization: 6.530000
Memcpy Classifiers: 0.309000
Memcpy Instances: 8.344000
Kernel 1: 0.023000
Kernel 2: 73.629997
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.005838 0.676471 fi:0.486458. Ave ac:0.016074,0.023388
Initialization: 5.958000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.891000
Kernel 1: 0.024000
Kernel 2: 72.083000
Copyback: 0.017000
Sum: 0.023000
It 20,Best ac:0.004063 0.800000 fi:0.352791. Ave ac:0.016354,0.019867
Initialization: 5.973000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.994000
Kernel 1: 0.023000
Kernel 2: 71.883003
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.005838 0.766667 fi:0.417035. Ave ac:0.016151,0.024366
Initialization: 5.989000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.964000
Kernel 1: 0.023000
Kernel 2: 71.929001
Copyback: 0.018000
Sum: 0.022000
It 22,Best ac:0.007108 0.700000 fi:0.460890. Ave ac:0.013811,0.024885
Initialization: 6.011000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.869000
Kernel 1: 0.024000
Kernel 2: 68.103996
Copyback: 0.017000
Sum: 0.021000
It 23,Best ac:0.005076 0.740741 fi:0.412662. Ave ac:0.016934,0.027003
Initialization: 6.070000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.905000
Kernel 1: 0.022000
Kernel 2: 65.225998
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.003807 0.833333 fi:0.331362. Ave ac:0.011445,0.024430
Initialization: 5.999000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.377000
Kernel 1: 0.022000
Kernel 2: 67.517998
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.004824 0.703704 fi:0.443373. Ave ac:0.014323,0.029399
Initialization: 5.972000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.869000
Kernel 1: 0.024000
Kernel 2: 65.523003
Copyback: 0.017000
Sum: 0.020000
It 26,Best ac:0.005330 0.750000 fi:0.416990. Ave ac:0.018215,0.030136
Initialization: 5.926000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.934000
Kernel 1: 0.025000
Kernel 2: 68.028000
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.005585 0.785714 fi:0.363931. Ave ac:0.012600,0.027155
Initialization: 6.010000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.865000
Kernel 1: 0.023000
Kernel 2: 66.959999
Copyback: 0.017000
Sum: 0.024000
It 28,Best ac:0.004569 0.750000 fi:0.399800. Ave ac:0.013628,0.029295
Initialization: 5.964000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.868000
Kernel 1: 0.023000
Kernel 2: 69.386002
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.003046 0.857143 fi:0.433973. Ave ac:0.009899,0.020449
Initialization: 5.952000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.910000
Kernel 1: 0.023000
Kernel 2: 69.193001
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.004316 0.708333 fi:0.448969. Ave ac:0.009820,0.023896
Initialization: 5.870000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.868000
Kernel 1: 0.024000
Kernel 2: 66.988998
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.004316 0.739130 fi:0.421649. Ave ac:0.012022,0.021738
Initialization: 5.945000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.916000
Kernel 1: 0.022000
Kernel 2: 65.490997
Copyback: 0.016000
Sum: 0.023000
It 32,Best ac:0.003553 0.736842 fi:0.414205. Ave ac:0.015756,0.031781
Initialization: 5.918000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.910000
Kernel 1: 0.023000
Kernel 2: 67.499001
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.004315 0.653846 fi:0.487974. Ave ac:0.011480,0.027006
MDL Theory Length Weight: 4.2894656558 (10)
Initialization: 28.134001
Memcpy Instances: 391.467010
Memcpy Classifiers: 0.050000
Kernel 1: 0.027000
Kernel 2: 453.812988
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 450.609009
Copyback: 0.034000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 457.098999
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 435.100006
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 445.658997
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 441.256989
Copyback: 0.022000
Sum: 0.007000
Memcpy Classifiers: 0.049000
Kernel 1: 0.019000
Kernel 2: 443.127014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.046000
Kernel 1: 0.013000
Kernel 2: 436.188995
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.046000
Kernel 1: 0.014000
Kernel 2: 441.385010
Copyback: 0.021000
Sum: 0.008000
Memcpy Classifiers: 0.047000
Kernel 1: 0.020000
Kernel 2: 361.003998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004092 0.580274 fi:0.562383. Ave ac:0.013495,0.046845
Best acc 0.004092 0.580274
Rule:Att PSSM_-4_12 is [>-5.749829]|Att PSSM_-2_17 is [<5.808234]|Att PSSM_0_1 is [>1.871752]|Att PSSM_0_2 is [<-1.332202]|Att PSSM_0_7 is [-4.994999,-2.071146]|Att PSSM_0_8 is [-3.913765,2.068646]|Att PSSM_0_9 is [<10.028644]|Att PSSM_0_15 is [<0.842456]|Att PSSM_1_11 is [>-2.377745]|Att PSSM_4_7 is [-5.845524,-0.056787]|1
Accuracy : 0.779358
0	1	
154110	9970	
41801	28757	
Removed 1060 instances. 195911 Instances left. Acc of rule 0.003716-0.690566
Initialization: 6.076000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.819000
Kernel 1: 0.026000
Kernel 2: 96.870003
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005213 accuracy2:0.193506
Initialization: 5.983000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.870000
Kernel 1: 0.023000
Kernel 2: 99.888000
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.006891 0.442623 fi:0.655784. Ave ac:0.009350,0.012247
Initialization: 5.977000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.862000
Kernel 1: 0.024000
Kernel 2: 104.138000
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.004084 0.615385 fi:0.484360. Ave ac:0.012361,0.013866
Initialization: 5.939000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.896000
Kernel 1: 0.023000
Kernel 2: 103.051003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.005870 0.638889 fi:0.460004. Ave ac:0.014592,0.017274
Initialization: 6.136000
Memcpy Classifiers: 0.435000
Memcpy Instances: 8.021000
Kernel 1: 0.024000
Kernel 2: 99.420998
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.003573 0.736842 fi:0.363146. Ave ac:0.012882,0.015625
Initialization: 6.454000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.879000
Kernel 1: 0.024000
Kernel 2: 95.861000
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003828 0.714286 fi:0.385581. Ave ac:0.011346,0.012792
Initialization: 6.409000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.882000
Kernel 1: 0.022000
Kernel 2: 92.703003
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.004339 0.680000 fi:0.419623. Ave ac:0.010495,0.010654
Initialization: 5.874000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.816000
Kernel 1: 0.022000
Kernel 2: 92.151001
Copyback: 0.018000
Sum: 0.031000
It 6,Best ac:0.003828 0.750000 fi:0.349866. Ave ac:0.008213,0.007275
Initialization: 5.916000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.851000
Kernel 1: 0.023000
Kernel 2: 93.301003
Copyback: 0.020000
Sum: 0.030000
It 7,Best ac:0.006124 0.727273 fi:0.371499. Ave ac:0.008887,0.007923
Initialization: 6.072000
Memcpy Classifiers: 0.352000
Memcpy Instances: 14.987000
Kernel 1: 0.023000
Kernel 2: 92.808998
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003573 0.736842 fi:0.363146. Ave ac:0.007884,0.007357
Initialization: 5.972000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.969000
Kernel 1: 0.023000
Kernel 2: 88.959000
Copyback: 0.017000
Sum: 0.034000
It 9,Best ac:0.003573 0.666667 fi:0.433321. Ave ac:0.008350,0.008537
Iteration 10:MDL fitness activated
Error 0.433321 TL 0.029647
MDL Theory Length Weight: 4.8719518723 (4)
Initialization: 5.914000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.858000
Kernel 1: 0.023000
Kernel 2: 90.553001
Copyback: 0.016000
Sum: 0.031000
It 10,Best ac:0.006126 0.705882 fi:0.536425. Ave ac:0.007590,0.006637
Initialization: 6.023000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.863000
Kernel 1: 0.025000
Kernel 2: 87.717003
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.004339 0.680000 fi:0.560679. Ave ac:0.007950,0.007386
Initialization: 5.958000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.616000
Kernel 1: 0.022000
Kernel 2: 88.891998
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.004849 0.826087 fi:0.412303. Ave ac:0.010245,0.010733
Initialization: 6.435000
Memcpy Classifiers: 0.343000
Memcpy Instances: 8.077000
Kernel 1: 0.022000
Kernel 2: 86.003998
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.005103 0.740741 fi:0.472110. Ave ac:0.009429,0.008728
Initialization: 6.016000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.821000
Kernel 1: 0.023000
Kernel 2: 81.857002
Copyback: 0.017000
Sum: 0.026000
It 14,Best ac:0.005360 0.807692 fi:0.385479. Ave ac:0.009519,0.009803
Initialization: 5.901000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.862000
Kernel 1: 0.023000
Kernel 2: 79.552002
Copyback: 0.018000
Sum: 0.035000
It 15,Best ac:0.005869 0.676471 fi:0.531078. Ave ac:0.007983,0.006527
Initialization: 6.042000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.830000
Kernel 1: 0.024000
Kernel 2: 76.214996
Copyback: 0.017000
Sum: 0.036000
It 16,Best ac:0.010720 0.777778 fi:0.416308. Ave ac:0.009800,0.007368
Initialization: 6.018000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.860000
Kernel 1: 0.024000
Kernel 2: 74.279999
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.007147 0.651163 fi:0.528110. Ave ac:0.006277,0.005286
Initialization: 5.977000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.914000
Kernel 1: 0.023000
Kernel 2: 74.938004
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.003573 0.736842 fi:0.478766. Ave ac:0.008232,0.007769
Initialization: 5.978000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.855000
Kernel 1: 0.024000
Kernel 2: 73.679001
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.005615 0.846154 fi:0.321573. Ave ac:0.009435,0.007431
Initialization: 5.965000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.846000
Kernel 1: 0.024000
Kernel 2: 71.085999
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.004339 0.680000 fi:0.493086. Ave ac:0.008379,0.006244
Initialization: 5.929000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.863000
Kernel 1: 0.024000
Kernel 2: 69.971001
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.005615 0.709677 fi:0.479267. Ave ac:0.009043,0.006240
Initialization: 5.942000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.861000
Kernel 1: 0.023000
Kernel 2: 72.392998
Copyback: 0.016000
Sum: 0.026000
It 22,Best ac:0.004083 0.695652 fi:0.489060. Ave ac:0.008606,0.008674
Initialization: 5.953000
Memcpy Classifiers: 0.425000
Memcpy Instances: 8.308000
Kernel 1: 0.023000
Kernel 2: 71.591003
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.005614 0.846154 fi:0.320550. Ave ac:0.010938,0.008591
Initialization: 5.903000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.392000
Kernel 1: 0.022000
Kernel 2: 70.011002
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.003573 0.823529 fi:0.357213. Ave ac:0.008173,0.006338
Initialization: 5.854000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.390000
Kernel 1: 0.023000
Kernel 2: 70.361000
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.006126 0.750000 fi:0.437427. Ave ac:0.009288,0.010557
Initialization: 6.473000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.873000
Kernel 1: 0.022000
Kernel 2: 69.713997
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.003573 0.823529 fi:0.346372. Ave ac:0.008011,0.007632
Initialization: 6.092000
Memcpy Classifiers: 0.266000
Memcpy Instances: 8.824000
Kernel 1: 0.022000
Kernel 2: 68.245003
Copyback: 0.017000
Sum: 0.025000
It 27,Best ac:0.003573 0.875000 fi:0.324565. Ave ac:0.005810,0.007171
Initialization: 5.921000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.841000
Kernel 1: 0.023000
Kernel 2: 70.301003
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.005614 0.611111 fi:0.574028. Ave ac:0.007611,0.007480
Initialization: 5.992000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.853000
Kernel 1: 0.023000
Kernel 2: 71.552002
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.003572 0.736842 fi:0.436730. Ave ac:0.009237,0.006882
Initialization: 5.895000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.968000
Kernel 1: 0.022000
Kernel 2: 69.015999
Copyback: 0.017000
Sum: 0.025000
It 30,Best ac:0.004849 0.655172 fi:0.527180. Ave ac:0.007108,0.006901
Initialization: 5.934000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.999000
Kernel 1: 0.022000
Kernel 2: 69.231003
Copyback: 0.016000
Sum: 0.023000
It 31,Best ac:0.008423 0.634615 fi:0.522149. Ave ac:0.007735,0.007573
Initialization: 6.051000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.897000
Kernel 1: 0.023000
Kernel 2: 69.063004
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.004339 0.772727 fi:0.422170. Ave ac:0.009770,0.012926
MDL Theory Length Weight: 4.3847566851 (10)
Initialization: 6.001000
Memcpy Classifiers: 0.264000
Memcpy Instances: 8.593000
Kernel 1: 0.023000
Kernel 2: 69.963997
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.004084 0.888889 fi:0.267517. Ave ac:0.009978,0.012506
Initialization: 29.011000
Memcpy Instances: 385.554993
Memcpy Classifiers: 0.062000
Kernel 1: 0.023000
Kernel 2: 457.774994
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 472.968994
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 467.639008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 470.756989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 482.264008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 464.838989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 483.243988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 476.217987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 476.001007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 366.696014
Copyback: 0.017000
Sum: 0.001000
It 34,Best ac:0.005018 0.599756 fi:0.579333. Ave ac:0.007763,0.023249
Best acc 0.005018 0.599756
Initialization: 6.166000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.865000
Kernel 1: 0.024000
Kernel 2: 94.551003
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005219 accuracy2:0.212482
Initialization: 6.023000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.829000
Kernel 1: 0.024000
Kernel 2: 97.148003
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.005615 0.478261 fi:0.620754. Ave ac:0.009856,0.013559
Initialization: 5.887000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.827000
Kernel 1: 0.024000
Kernel 2: 102.556999
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.013524 0.481818 fi:0.613426. Ave ac:0.012665,0.015764
Initialization: 6.293000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.827000
Kernel 1: 0.023000
Kernel 2: 101.092003
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.005870 0.489362 fi:0.609531. Ave ac:0.013205,0.017079
Initialization: 6.291000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.861000
Kernel 1: 0.022000
Kernel 2: 97.083000
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.006634 0.650000 fi:0.448528. Ave ac:0.012257,0.011900
Initialization: 5.871000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.866000
Kernel 1: 0.024000
Kernel 2: 94.848000
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.005360 0.724138 fi:0.374998. Ave ac:0.012514,0.014007
Initialization: 5.943000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.852000
Kernel 1: 0.023000
Kernel 2: 92.263000
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.003573 0.823529 fi:0.276458. Ave ac:0.012557,0.015283
Initialization: 6.009000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.903000
Kernel 1: 0.023000
Kernel 2: 87.856003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.003828 0.714286 fi:0.385581. Ave ac:0.013068,0.015950
Initialization: 5.925000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.891000
Kernel 1: 0.024000
Kernel 2: 83.866997
Copyback: 0.018000
Sum: 0.032000
It 7,Best ac:0.003318 0.812500 fi:0.345800. Ave ac:0.008991,0.013199
Initialization: 5.948000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.859000
Kernel 1: 0.024000
Kernel 2: 84.594002
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.005360 0.724138 fi:0.374998. Ave ac:0.009359,0.014369
Initialization: 5.847000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.837000
Kernel 1: 0.024000
Kernel 2: 84.167999
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.003828 0.681818 fi:0.418048. Ave ac:0.010402,0.014635
Iteration 10:MDL fitness activated
Error 0.418048 TL 0.022483
MDL Theory Length Weight: 6.1979527548 (5)
Initialization: 5.846000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.820000
Kernel 1: 0.024000
Kernel 2: 80.222000
Copyback: 0.016000
Sum: 0.034000
It 10,Best ac:0.005105 0.800000 fi:0.402766. Ave ac:0.011829,0.017643
Initialization: 5.966000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.817000
Kernel 1: 0.023000
Kernel 2: 76.952003
Copyback: 0.018000
Sum: 0.032000
It 11,Best ac:0.006381 0.961538 fi:0.292474. Ave ac:0.010953,0.018856
Initialization: 5.913000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.876000
Kernel 1: 0.024000
Kernel 2: 73.111000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.004339 0.680000 fi:0.533904. Ave ac:0.007904,0.014025
Initialization: 6.066000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.831000
Kernel 1: 0.023000
Kernel 2: 72.392998
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.003573 0.777778 fi:0.425454. Ave ac:0.011044,0.016928
Initialization: 5.902000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.857000
Kernel 1: 0.024000
Kernel 2: 73.747002
Copyback: 0.017000
Sum: 0.021000
It 14,Best ac:0.004848 0.730769 fi:0.521461. Ave ac:0.009954,0.019458
Initialization: 5.957000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.818000
Kernel 1: 0.023000
Kernel 2: 71.586998
Copyback: 0.017000
Sum: 0.022000
It 15,Best ac:0.003828 0.600000 fi:0.583901. Ave ac:0.009579,0.017127
Initialization: 5.896000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.282000
Kernel 1: 0.024000
Kernel 2: 69.874001
Copyback: 0.017000
Sum: 0.023000
It 16,Best ac:0.003828 0.833333 fi:0.340001. Ave ac:0.013991,0.025111
Initialization: 5.945000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.295000
Kernel 1: 0.023000
Kernel 2: 68.375999
Copyback: 0.016000
Sum: 0.021000
It 17,Best ac:0.004084 0.727273 fi:0.462313. Ave ac:0.013599,0.024580
Initialization: 6.010000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.816000
Kernel 1: 0.024000
Kernel 2: 69.098000
Copyback: 0.019000
Sum: 0.022000
It 18,Best ac:0.004084 0.761905 fi:0.416221. Ave ac:0.012680,0.024627
Initialization: 5.917000
Memcpy Classifiers: 0.247000
Memcpy Instances: 8.300000
Kernel 1: 0.024000
Kernel 2: 69.664001
Copyback: 0.017000
Sum: 0.018000
It 19,Best ac:0.005103 0.666667 fi:0.506610. Ave ac:0.013341,0.022643
Initialization: 5.936000
Memcpy Classifiers: 0.246000
Memcpy Instances: 8.304000
Kernel 1: 0.024000
Kernel 2: 68.891998
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.003828 0.937500 fi:0.228126. Ave ac:0.014157,0.026462
Initialization: 5.906000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.292000
Kernel 1: 0.023000
Kernel 2: 68.356003
Copyback: 0.023000
Sum: 0.022000
It 21,Best ac:0.003828 0.789474 fi:0.399258. Ave ac:0.012830,0.021790
Initialization: 5.993000
Memcpy Classifiers: 0.286000
Memcpy Instances: 7.925000
Kernel 1: 0.024000
Kernel 2: 66.919998
Copyback: 0.017000
Sum: 0.020000
It 22,Best ac:0.004084 0.640000 fi:0.527099. Ave ac:0.013086,0.028115
Initialization: 5.929000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.912000
Kernel 1: 0.023000
Kernel 2: 67.583000
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.003573 0.666667 fi:0.504106. Ave ac:0.012010,0.024483
Initialization: 5.930000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.931000
Kernel 1: 0.024000
Kernel 2: 65.211998
Copyback: 0.018000
Sum: 0.021000
It 24,Best ac:0.005105 0.740741 fi:0.439670. Ave ac:0.018699,0.033000
Initialization: 5.883000
Memcpy Classifiers: 0.227000
Memcpy Instances: 8.291000
Kernel 1: 0.023000
Kernel 2: 65.625000
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.006381 0.714286 fi:0.460979. Ave ac:0.015704,0.032482
Initialization: 5.888000
Memcpy Classifiers: 0.222000
Memcpy Instances: 9.175000
Kernel 1: 0.022000
Kernel 2: 67.425003
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.005359 0.552632 fi:0.596574. Ave ac:0.013808,0.027503
Initialization: 5.898000
Memcpy Classifiers: 0.204000
Memcpy Instances: 8.389000
Kernel 1: 0.023000
Kernel 2: 65.247002
Copyback: 0.017000
Sum: 0.021000
It 27,Best ac:0.003573 0.823529 fi:0.336704. Ave ac:0.019964,0.037405
Initialization: 5.876000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.863000
Kernel 1: 0.023000
Kernel 2: 64.615997
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.006381 0.714286 fi:0.437769. Ave ac:0.014140,0.028226
Initialization: 5.907000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.819000
Kernel 1: 0.024000
Kernel 2: 64.875000
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.004849 0.703704 fi:0.466461. Ave ac:0.016225,0.028549
MDL Theory Length Weight: 5.5781574793 (10)
Initialization: 5.937000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.818000
Kernel 1: 0.023000
Kernel 2: 63.381001
Copyback: 0.017000
Sum: 0.020000
It 30,Best ac:0.005105 0.714286 fi:0.446620. Ave ac:0.012304,0.023175
Initialization: 5.876000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.874000
Kernel 1: 0.023000
Kernel 2: 64.379997
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003828 0.714286 fi:0.430583. Ave ac:0.010565,0.021386
Initialization: 6.978000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.872000
Kernel 1: 0.023000
Kernel 2: 66.605003
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.003573 0.777778 fi:0.388331. Ave ac:0.012815,0.025255
Initialization: 6.891000
Memcpy Classifiers: 0.234000
Memcpy Instances: 7.855000
Kernel 1: 0.023000
Kernel 2: 65.575996
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.003828 0.535714 fi:0.606531. Ave ac:0.010750,0.023313
Initialization: 28.427999
Memcpy Instances: 389.696014
Memcpy Classifiers: 0.050000
Kernel 1: 0.023000
Kernel 2: 408.944000
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 420.477997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 424.407013
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 428.477997
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 422.583008
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 421.928009
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 429.929993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 415.531006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 408.240997
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 337.144989
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005533 0.575983 fi:0.571135. Ave ac:0.016394,0.053996
Best acc 0.005533 0.575983
Rule:Att PSSM_-2_7 is [<-1.222936]|Att PSSM_-1_5 is [>-2.669683]|Att PSSM_0_7 is [<-2.117594]|Att PSSM_0_16 is [<1.538576]|Att PSSM_0_20 is [>-3.066299]|Att PSSM_1_4 is [-7.350075,-2.721277]|Att PSSM_3_3 is [<3.457612]|1
Accuracy : 0.780752
0	1	
153454	10626	
40818	29740	
Removed 1639 instances. 194272 Instances left. Acc of rule 0.005018-0.599756
Initialization: 5.872000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.804000
Kernel 1: 0.024000
Kernel 2: 95.078003
Copyback: 0.019000
Sum: 0.051000
Initial population average accuracy1:0.004528 accuracy2:0.210987
Initialization: 6.043000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.765000
Kernel 1: 0.023000
Kernel 2: 101.884003
Copyback: 0.018000
Sum: 0.041000
It 0,Best ac:0.005148 0.540541 fi:0.558658. Ave ac:0.009177,0.012513
Initialization: 5.831000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.784000
Kernel 1: 0.023000
Kernel 2: 105.223999
Copyback: 0.017000
Sum: 0.034000
It 1,Best ac:0.005145 0.645161 fi:0.454040. Ave ac:0.012604,0.014644
Initialization: 5.869000
Memcpy Classifiers: 0.451000
Memcpy Instances: 8.231000
Kernel 1: 0.022000
Kernel 2: 100.394997
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.007205 0.608696 fi:0.489510. Ave ac:0.012446,0.014495
Initialization: 5.931000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.748000
Kernel 1: 0.024000
Kernel 2: 99.813004
Copyback: 0.017000
Sum: 0.035000
It 3,Best ac:0.005920 0.638889 fi:0.459936. Ave ac:0.011274,0.012917
Initialization: 5.867000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.752000
Kernel 1: 0.023000
Kernel 2: 95.480003
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004632 0.620690 fi:0.478761. Ave ac:0.009724,0.012264
Initialization: 6.032000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.752000
Kernel 1: 0.023000
Kernel 2: 97.811996
Copyback: 0.017000
Sum: 0.030000
It 5,Best ac:0.008749 0.680000 fi:0.417459. Ave ac:0.011255,0.011817
Initialization: 5.978000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.759000
Kernel 1: 0.023000
Kernel 2: 96.853996
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.004118 0.800000 fi:0.299697. Ave ac:0.009891,0.010461
Initialization: 6.389000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.851000
Kernel 1: 0.023000
Kernel 2: 97.897003
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.004375 0.653846 fi:0.445726. Ave ac:0.008762,0.008406
Initialization: 5.878000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.224000
Kernel 1: 0.022000
Kernel 2: 96.927002
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.004891 0.760000 fi:0.339323. Ave ac:0.008742,0.007904
Initialization: 5.915000
Memcpy Classifiers: 0.380000
Memcpy Instances: 8.265000
Kernel 1: 0.023000
Kernel 2: 95.685997
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.012355 0.705882 fi:0.389827. Ave ac:0.008412,0.008428
Iteration 10:MDL fitness activated
Error 0.389827 TL 0.030232
MDL Theory Length Weight: 4.2981610551 (4)
Initialization: 5.849000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.744000
Kernel 1: 0.024000
Kernel 2: 94.982002
Copyback: 0.017000
Sum: 0.033000
It 10,Best ac:0.005663 0.709677 fi:0.535418. Ave ac:0.007212,0.007153
Initialization: 5.858000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.799000
Kernel 1: 0.024000
Kernel 2: 94.300003
Copyback: 0.020000
Sum: 0.030000
It 11,Best ac:0.003604 0.823529 fi:0.431097. Ave ac:0.006960,0.007050
Initialization: 5.880000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.859000
Kernel 1: 0.022000
Kernel 2: 92.680000
Copyback: 0.017000
Sum: 0.038000
It 12,Best ac:0.003860 0.750000 fi:0.446221. Ave ac:0.008313,0.009348
Initialization: 5.833000
Memcpy Classifiers: 0.361000
Memcpy Instances: 8.240000
Kernel 1: 0.023000
Kernel 2: 91.439003
Copyback: 0.018000
Sum: 0.033000
It 13,Best ac:0.004376 0.850000 fi:0.364923. Ave ac:0.010252,0.011400
Initialization: 5.873000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.756000
Kernel 1: 0.024000
Kernel 2: 94.660004
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.003346 0.764706 fi:0.452425. Ave ac:0.010113,0.010405
Initialization: 5.822000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.816000
Kernel 1: 0.023000
Kernel 2: 93.139000
Copyback: 0.020000
Sum: 0.034000
It 15,Best ac:0.005920 0.766667 fi:0.452560. Ave ac:0.011521,0.011706
Initialization: 5.819000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.854000
Kernel 1: 0.024000
Kernel 2: 89.147003
Copyback: 0.017000
Sum: 0.029000
It 16,Best ac:0.006176 0.750000 fi:0.417183. Ave ac:0.011038,0.009909
Initialization: 5.835000
Memcpy Classifiers: 0.330000
Memcpy Instances: 7.780000
Kernel 1: 0.024000
Kernel 2: 86.362000
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.003604 0.823529 fi:0.400447. Ave ac:0.012149,0.013287
Initialization: 5.920000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.793000
Kernel 1: 0.023000
Kernel 2: 88.387001
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.003604 0.777778 fi:0.447960. Ave ac:0.010130,0.011698
Initialization: 6.325000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.759000
Kernel 1: 0.023000
Kernel 2: 88.252998
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.004633 0.720000 fi:0.473771. Ave ac:0.012710,0.016865
Initialization: 5.912000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.786000
Kernel 1: 0.023000
Kernel 2: 87.080002
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.004633 0.666667 fi:0.528724. Ave ac:0.011047,0.013803
Initialization: 5.850000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.799000
Kernel 1: 0.022000
Kernel 2: 87.670998
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.005663 0.733333 fi:0.430090. Ave ac:0.013483,0.016615
Initialization: 5.862000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.801000
Kernel 1: 0.024000
Kernel 2: 83.236000
Copyback: 0.018000
Sum: 0.023000
It 22,Best ac:0.004118 0.761905 fi:0.406822. Ave ac:0.014089,0.020352
MDL Theory Length Weight: 3.8683449496 (10)
Initialization: 5.850000
Memcpy Classifiers: 0.351000
Memcpy Instances: 8.236000
Kernel 1: 0.023000
Kernel 2: 83.149002
Copyback: 0.016000
Sum: 0.024000
It 23,Best ac:0.005148 0.714286 fi:0.423264. Ave ac:0.012124,0.013955
Initialization: 6.405000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.785000
Kernel 1: 0.023000
Kernel 2: 80.252998
Copyback: 0.017000
Sum: 0.025000
It 24,Best ac:0.004632 0.818182 fi:0.329062. Ave ac:0.015590,0.024390
Initialization: 5.923000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.815000
Kernel 1: 0.024000
Kernel 2: 79.565002
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.003089 0.923077 fi:0.362971. Ave ac:0.012341,0.017809
Initialization: 5.913000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.760000
Kernel 1: 0.024000
Kernel 2: 77.234001
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.003603 0.666667 fi:0.506234. Ave ac:0.011960,0.019122
Initialization: 5.996000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.745000
Kernel 1: 0.023000
Kernel 2: 78.250999
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.004632 0.818182 fi:0.333596. Ave ac:0.010362,0.013560
Initialization: 5.882000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.800000
Kernel 1: 0.024000
Kernel 2: 78.625999
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.004117 0.666667 fi:0.484791. Ave ac:0.009413,0.010826
Initialization: 5.814000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.803000
Kernel 1: 0.023000
Kernel 2: 76.575996
Copyback: 0.017000
Sum: 0.025000
It 29,Best ac:0.004117 0.761905 fi:0.389708. Ave ac:0.011754,0.018080
Initialization: 5.818000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.873000
Kernel 1: 0.023000
Kernel 2: 78.560997
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.004376 0.809524 fi:0.333670. Ave ac:0.011425,0.016260
Initialization: 6.102000
Memcpy Classifiers: 0.500000
Memcpy Instances: 7.824000
Kernel 1: 0.023000
Kernel 2: 80.415001
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.002831 0.846154 fi:0.468961. Ave ac:0.010812,0.016332
Initialization: 6.054000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.845000
Kernel 1: 0.025000
Kernel 2: 81.071999
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003603 0.736842 fi:0.422070. Ave ac:0.010901,0.016287
Initialization: 5.894000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.743000
Kernel 1: 0.023000
Kernel 2: 80.875000
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.004376 0.739130 fi:0.425935. Ave ac:0.012356,0.018640
MDL Theory Length Weight: 3.4815104546 (10)
Initialization: 28.209000
Memcpy Instances: 387.041992
Memcpy Classifiers: 0.069000
Kernel 1: 0.025000
Kernel 2: 558.354980
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 553.414001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 538.892029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.012000
Kernel 2: 553.390991
Copyback: 0.018000
Sum: 0.004000
Memcpy Classifiers: 0.068000
Kernel 1: 0.017000
Kernel 2: 552.340027
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 532.260010
Copyback: 0.021000
Sum: 0.007000
Memcpy Classifiers: 0.068000
Kernel 1: 0.022000
Kernel 2: 534.237000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 530.432007
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 529.945007
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.012000
Kernel 2: 248.119995
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004406 0.558747 fi:0.580071. Ave ac:0.010556,0.035038
Best acc 0.004406 0.558747
Initialization: 6.145000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.794000
Kernel 1: 0.026000
Kernel 2: 95.019997
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.005104 accuracy2:0.205508
Initialization: 5.879000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.791000
Kernel 1: 0.024000
Kernel 2: 102.264000
Copyback: 0.016000
Sum: 0.036000
It 0,Best ac:0.011840 0.422018 fi:0.673940. Ave ac:0.009723,0.013622
Initialization: 5.891000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.783000
Kernel 1: 0.024000
Kernel 2: 104.998001
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.005663 0.458333 fi:0.640616. Ave ac:0.011855,0.013494
Initialization: 5.989000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.830000
Kernel 1: 0.023000
Kernel 2: 101.221001
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.012870 0.531915 fi:0.563545. Ave ac:0.012248,0.014424
Initialization: 5.850000
Memcpy Classifiers: 0.498000
Memcpy Instances: 7.764000
Kernel 1: 0.024000
Kernel 2: 101.079002
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.003860 0.625000 fi:0.474824. Ave ac:0.011299,0.012737
Initialization: 5.848000
Memcpy Classifiers: 0.526000
Memcpy Instances: 8.223000
Kernel 1: 0.023000
Kernel 2: 101.556000
Copyback: 0.016000
Sum: 0.031000
It 4,Best ac:0.009266 0.537313 fi:0.559891. Ave ac:0.010465,0.011294
Initialization: 5.912000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.806000
Kernel 1: 0.024000
Kernel 2: 98.816002
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.003345 0.866667 fi:0.271003. Ave ac:0.009457,0.008654
Initialization: 5.987000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.778000
Kernel 1: 0.023000
Kernel 2: 97.439003
Copyback: 0.017000
Sum: 0.036000
It 6,Best ac:0.003603 0.666667 fi:0.433282. Ave ac:0.010185,0.009656
Initialization: 6.017000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.781000
Kernel 1: 0.023000
Kernel 2: 98.468002
Copyback: 0.017000
Sum: 0.036000
It 7,Best ac:0.004633 0.692308 fi:0.407140. Ave ac:0.011027,0.010910
Initialization: 5.885000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.764000
Kernel 1: 0.023000
Kernel 2: 95.688004
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.004632 0.782609 fi:0.316842. Ave ac:0.011838,0.011778
Initialization: 5.865000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.251000
Kernel 1: 0.023000
Kernel 2: 92.994003
Copyback: 0.018000
Sum: 0.035000
It 9,Best ac:0.003860 0.750000 fi:0.349824. Ave ac:0.010449,0.010680
Iteration 10:MDL fitness activated
Error 0.349824 TL 0.037752
MDL Theory Length Weight: 3.0888132912 (5)
Initialization: 5.884000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.769000
Kernel 1: 0.024000
Kernel 2: 90.407997
Copyback: 0.018000
Sum: 0.033000
It 10,Best ac:0.004632 0.692308 fi:0.489433. Ave ac:0.009187,0.008075
Initialization: 5.888000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.746000
Kernel 1: 0.023000
Kernel 2: 88.343002
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.003603 0.700000 fi:0.482238. Ave ac:0.008519,0.008699
Initialization: 5.830000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.827000
Kernel 1: 0.024000
Kernel 2: 89.030998
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.004118 0.761905 fi:0.402881. Ave ac:0.009759,0.011169
Initialization: 5.828000
Memcpy Classifiers: 0.366000
Memcpy Instances: 8.032000
Kernel 1: 0.024000
Kernel 2: 85.527000
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.002831 1.000000 fi:0.365579. Ave ac:0.007681,0.007992
Initialization: 5.876000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.760000
Kernel 1: 0.024000
Kernel 2: 86.500999
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.004118 0.888889 fi:0.290023. Ave ac:0.010987,0.012509
Initialization: 5.877000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.761000
Kernel 1: 0.025000
Kernel 2: 84.685997
Copyback: 0.016000
Sum: 0.034000
It 15,Best ac:0.003346 0.684211 fi:0.526960. Ave ac:0.010784,0.011804
Initialization: 6.373000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.781000
Kernel 1: 0.025000
Kernel 2: 79.662003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.005147 0.714286 fi:0.450453. Ave ac:0.010548,0.012140
Initialization: 5.883000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.751000
Kernel 1: 0.024000
Kernel 2: 81.968002
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.007207 0.682927 fi:0.477847. Ave ac:0.010456,0.010692
Initialization: 5.847000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.803000
Kernel 1: 0.023000
Kernel 2: 79.835999
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.007205 0.777778 fi:0.387022. Ave ac:0.012696,0.013807
Initialization: 5.870000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.744000
Kernel 1: 0.024000
Kernel 2: 79.858002
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.003345 0.722222 fi:0.485494. Ave ac:0.010369,0.013294
Initialization: 6.000000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.749000
Kernel 1: 0.023000
Kernel 2: 79.075996
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.004118 0.761905 fi:0.376403. Ave ac:0.008934,0.009201
Initialization: 5.939000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.794000
Kernel 1: 0.024000
Kernel 2: 77.882004
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.006692 0.838710 fi:0.327788. Ave ac:0.009957,0.010079
Initialization: 7.000000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.330000
Kernel 1: 0.022000
Kernel 2: 77.035004
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.004633 0.782609 fi:0.373440. Ave ac:0.009434,0.010790
Initialization: 6.025000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.801000
Kernel 1: 0.023000
Kernel 2: 78.036003
Copyback: 0.017000
Sum: 0.030000
It 23,Best ac:0.004891 0.703704 fi:0.463852. Ave ac:0.008303,0.010595
MDL Theory Length Weight: 2.7799319621 (10)
Initialization: 5.963000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.758000
Kernel 1: 0.024000
Kernel 2: 77.509003
Copyback: 0.018000
Sum: 0.031000
It 24,Best ac:0.004375 0.629630 fi:0.511545. Ave ac:0.008747,0.010460
Initialization: 5.962000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.837000
Kernel 1: 0.024000
Kernel 2: 77.209000
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.004632 0.750000 fi:0.421444. Ave ac:0.008945,0.008916
Initialization: 5.856000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.800000
Kernel 1: 0.024000
Kernel 2: 76.490997
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.004375 0.894737 fi:0.264416. Ave ac:0.009234,0.008093
Initialization: 5.910000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.965000
Kernel 1: 0.023000
Kernel 2: 75.209999
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.004889 0.791667 fi:0.373893. Ave ac:0.007715,0.007589
Initialization: 5.953000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.759000
Kernel 1: 0.046000
Kernel 2: 77.595001
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.004117 0.615385 fi:0.552225. Ave ac:0.004739,0.006382
Initialization: 5.924000
Memcpy Classifiers: 0.372000
Memcpy Instances: 7.751000
Kernel 1: 0.023000
Kernel 2: 75.841003
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.005663 0.785714 fi:0.385516. Ave ac:0.008477,0.009992
Initialization: 5.938000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.754000
Kernel 1: 0.023000
Kernel 2: 78.649002
Copyback: 0.021000
Sum: 0.031000
It 30,Best ac:0.004891 0.791667 fi:0.350615. Ave ac:0.007525,0.009709
Initialization: 5.847000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.832000
Kernel 1: 0.023000
Kernel 2: 76.366997
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.003604 0.736842 fi:0.425913. Ave ac:0.007490,0.009075
Initialization: 5.839000
Memcpy Classifiers: 0.319000
Memcpy Instances: 8.322000
Kernel 1: 0.023000
Kernel 2: 77.557999
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.003860 0.833333 fi:0.331982. Ave ac:0.008599,0.008358
Initialization: 5.902000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.829000
Kernel 1: 0.023000
Kernel 2: 81.842003
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.004116 0.800000 fi:0.372950. Ave ac:0.007486,0.007449
Initialization: 28.209999
Memcpy Instances: 382.507996
Memcpy Classifiers: 0.074000
Kernel 1: 0.023000
Kernel 2: 557.997009
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 539.859009
Copyback: 0.016000
Sum: 0.005000
Memcpy Classifiers: 0.074000
Kernel 1: 0.017000
Kernel 2: 526.468994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 532.460999
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 535.721008
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 529.732971
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 543.317993
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 523.921021
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.012000
Kernel 2: 532.083984
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 245.371002
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003480 0.582759 fi:0.586305. Ave ac:0.008020,0.024327
Best acc 0.003480 0.582759
Rule:Att PSSM_-3_7 is [<-0.961441]|Att PSSM_-3_17 is [-2.078251,1.537894]|Att PSSM_-1_10 is [-6.383553,5.161578]|Att PSSM_-1_12 is [<1.971612]|Att PSSM_0_4 is [-7.243958,-4.881845]|Att PSSM_1_10 is [-1.816702,7.054015]|Att PSSM_1_15 is [<-0.781655]|Att PSSM_4_5 is [<4.459955]|1
Accuracy : 0.781570
0	1	
152970	11110	
40142	30416	
Removed 1160 instances. 193112 Instances left. Acc of rule 0.003480-0.582759
Initialization: 5.894000
Memcpy Classifiers: 0.557000
Memcpy Instances: 7.735000
Kernel 1: 0.025000
Kernel 2: 95.477997
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005336 accuracy2:0.193888
Initialization: 5.936000
Memcpy Classifiers: 0.488000
Memcpy Instances: 8.008000
Kernel 1: 0.023000
Kernel 2: 104.240997
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.004660 0.473684 fi:0.625727. Ave ac:0.009657,0.012201
Initialization: 5.787000
Memcpy Classifiers: 0.452000
Memcpy Instances: 8.181000
Kernel 1: 0.023000
Kernel 2: 101.782997
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.006473 0.471698 fi:0.626827. Ave ac:0.010532,0.011915
Initialization: 5.820000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.788000
Kernel 1: 0.023000
Kernel 2: 101.778999
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.004920 0.593750 fi:0.505535. Ave ac:0.012687,0.014819
Initialization: 5.872000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.735000
Kernel 1: 0.023000
Kernel 2: 99.766998
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.006732 0.565217 fi:0.533177. Ave ac:0.012032,0.012933
Initialization: 5.935000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.774000
Kernel 1: 0.022000
Kernel 2: 98.121002
Copyback: 0.018000
Sum: 0.033000
It 4,Best ac:0.005177 0.526316 fi:0.572842. Ave ac:0.011224,0.011649
Initialization: 6.363000
Memcpy Classifiers: 0.399000
Memcpy Instances: 8.832000
Kernel 1: 0.023000
Kernel 2: 96.602997
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.005438 0.583333 fi:0.515698. Ave ac:0.012272,0.012933
Initialization: 5.827000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.199000
Kernel 1: 0.023000
Kernel 2: 95.143997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.006732 0.684211 fi:0.414188. Ave ac:0.009952,0.009884
Initialization: 5.793000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.775000
Kernel 1: 0.023000
Kernel 2: 97.439003
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.005436 0.700000 fi:0.399031. Ave ac:0.009325,0.009737
Initialization: 6.071000
Memcpy Classifiers: 0.419000
Memcpy Instances: 7.741000
Kernel 1: 0.023000
Kernel 2: 92.277000
Copyback: 0.016000
Sum: 0.032000
It 8,Best ac:0.008545 0.702128 fi:0.395384. Ave ac:0.008239,0.009590
Initialization: 6.049000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.887000
Kernel 1: 0.022000
Kernel 2: 91.261002
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.004661 0.750000 fi:0.349411. Ave ac:0.010273,0.011188
Iteration 10:MDL fitness activated
Error 0.349411 TL 0.031327
MDL Theory Length Weight: 3.7179123693 (1)
Initialization: 5.855000
Memcpy Classifiers: 0.444000
Memcpy Instances: 8.095000
Kernel 1: 0.023000
Kernel 2: 91.550003
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.004143 0.727273 fi:0.501084. Ave ac:0.008707,0.008394
Initialization: 6.870000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.720000
Kernel 1: 0.022000
Kernel 2: 89.862000
Copyback: 0.016000
Sum: 0.033000
It 11,Best ac:0.003365 0.722222 fi:0.528547. Ave ac:0.008915,0.009482
Initialization: 5.856000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.707000
Kernel 1: 0.023000
Kernel 2: 87.488998
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.006989 0.675000 fi:0.545462. Ave ac:0.011559,0.012326
Initialization: 5.900000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.862000
Kernel 1: 0.022000
Kernel 2: 89.027000
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.004143 0.615385 fi:0.564979. Ave ac:0.011098,0.011749
Initialization: 5.842000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.743000
Kernel 1: 0.024000
Kernel 2: 88.000999
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.007768 0.750000 fi:0.428728. Ave ac:0.012915,0.014536
Initialization: 5.832000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.737000
Kernel 1: 0.024000
Kernel 2: 82.929001
Copyback: 0.020000
Sum: 0.032000
It 15,Best ac:0.005438 0.700000 fi:0.463203. Ave ac:0.012910,0.014347
Initialization: 5.875000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.702000
Kernel 1: 0.023000
Kernel 2: 82.124001
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.006472 0.675676 fi:0.505916. Ave ac:0.014059,0.020083
Initialization: 5.905000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.641000
Kernel 1: 0.022000
Kernel 2: 80.902000
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.004402 0.809524 fi:0.390449. Ave ac:0.013334,0.015859
Initialization: 5.868000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.747000
Kernel 1: 0.024000
Kernel 2: 79.570999
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.004402 0.653846 fi:0.534181. Ave ac:0.012285,0.015534
Initialization: 5.817000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.714000
Kernel 1: 0.025000
Kernel 2: 81.195999
Copyback: 0.372000
Sum: 0.024000
It 19,Best ac:0.003366 1.000000 fi:0.205313. Ave ac:0.015775,0.019234
Initialization: 5.895000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.709000
Kernel 1: 0.024000
Kernel 2: 81.009003
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.004402 0.850000 fi:0.351095. Ave ac:0.014107,0.020537
Initialization: 5.897000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.817000
Kernel 1: 0.024000
Kernel 2: 81.042999
Copyback: 0.018000
Sum: 0.031000
It 21,Best ac:0.004660 0.857143 fi:0.310517. Ave ac:0.012328,0.017433
Initialization: 5.887000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.803000
Kernel 1: 0.022000
Kernel 2: 82.794998
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.005697 0.647059 fi:0.537747. Ave ac:0.007936,0.012999
Initialization: 5.875000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.766000
Kernel 1: 0.023000
Kernel 2: 82.905998
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.003883 0.625000 fi:0.546486. Ave ac:0.009995,0.011981
Initialization: 5.831000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.702000
Kernel 1: 0.024000
Kernel 2: 83.278999
Copyback: 0.017000
Sum: 0.026000
It 24,Best ac:0.005957 0.657143 fi:0.513326. Ave ac:0.011610,0.015108
Initialization: 7.064000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.714000
Kernel 1: 0.028000
Kernel 2: 82.304001
Copyback: 0.016000
Sum: 0.023000
It 25,Best ac:0.004402 0.680000 fi:0.463692. Ave ac:0.010142,0.015335
Initialization: 5.832000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.852000
Kernel 1: 0.024000
Kernel 2: 81.709999
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.004403 0.739130 fi:0.421241. Ave ac:0.011941,0.016558
Initialization: 6.020000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.894000
Kernel 1: 0.023000
Kernel 2: 81.643997
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.003107 0.857143 fi:0.390379. Ave ac:0.011739,0.015980
Initialization: 5.925000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.716000
Kernel 1: 0.024000
Kernel 2: 82.011002
Copyback: 0.018000
Sum: 0.025000
It 28,Best ac:0.006472 0.833333 fi:0.354172. Ave ac:0.013149,0.020694
MDL Theory Length Weight: 3.3461211324 (10)
Initialization: 5.932000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.695000
Kernel 1: 0.025000
Kernel 2: 80.686996
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.003884 0.714286 fi:0.448298. Ave ac:0.013859,0.020063
Initialization: 5.776000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.718000
Kernel 1: 0.024000
Kernel 2: 81.829002
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.005955 0.676471 fi:0.468900. Ave ac:0.011107,0.016386
Initialization: 5.805000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.812000
Kernel 1: 0.023000
Kernel 2: 81.414001
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.003884 0.714286 fi:0.440258. Ave ac:0.012364,0.019559
Initialization: 5.822000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.121000
Kernel 1: 0.024000
Kernel 2: 81.288002
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003625 0.736842 fi:0.419616. Ave ac:0.010905,0.019121
Initialization: 5.858000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.796000
Kernel 1: 0.024000
Kernel 2: 80.675003
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.004662 0.750000 fi:0.423035. Ave ac:0.008639,0.012230
Initialization: 30.327000
Memcpy Instances: 380.302002
Memcpy Classifiers: 0.068000
Kernel 1: 0.025000
Kernel 2: 526.255981
Copyback: 0.015000
Sum: 0.013000
Memcpy Classifiers: 0.061000
Kernel 1: 0.015000
Kernel 2: 546.218994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 512.512024
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 533.674988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 530.341003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 548.413025
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 539.583984
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 537.172974
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 529.320007
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 175.001007
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005763 0.535354 fi:0.610114. Ave ac:0.007456,0.021687
Best acc 0.005763 0.535354
Initialization: 5.856000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.705000
Kernel 1: 0.024000
Kernel 2: 95.262001
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.005595 accuracy2:0.206789
Initialization: 5.804000
Memcpy Classifiers: 0.593000
Memcpy Instances: 7.726000
Kernel 1: 0.023000
Kernel 2: 97.349998
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.003625 0.466667 fi:0.633251. Ave ac:0.009512,0.013668
Initialization: 5.781000
Memcpy Classifiers: 0.612000
Memcpy Instances: 7.716000
Kernel 1: 0.024000
Kernel 2: 97.933998
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.004142 0.457143 fi:0.642522. Ave ac:0.011326,0.013127
Initialization: 6.039000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.759000
Kernel 1: 0.024000
Kernel 2: 100.778000
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003883 0.441176 fi:0.658615. Ave ac:0.011923,0.013025
Initialization: 5.867000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.007000
Kernel 1: 0.022000
Kernel 2: 97.137001
Copyback: 0.017000
Sum: 0.036000
It 3,Best ac:0.003365 0.684211 fi:0.439499. Ave ac:0.012141,0.013503
Initialization: 5.827000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.531000
Kernel 1: 0.023000
Kernel 2: 97.166000
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.003107 0.666667 fi:0.524450. Ave ac:0.011931,0.013007
Initialization: 5.920000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.697000
Kernel 1: 0.024000
Kernel 2: 98.025002
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.005179 0.571429 fi:0.527730. Ave ac:0.013461,0.016177
Initialization: 5.859000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.701000
Kernel 1: 0.024000
Kernel 2: 94.514000
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.004661 0.545455 fi:0.553957. Ave ac:0.012074,0.012867
Initialization: 5.779000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.721000
Kernel 1: 0.023000
Kernel 2: 94.316002
Copyback: 0.016000
Sum: 0.030000
It 7,Best ac:0.003884 0.714286 fi:0.385506. Ave ac:0.010761,0.012244
Initialization: 5.839000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.216000
Kernel 1: 0.022000
Kernel 2: 95.529999
Copyback: 0.017000
Sum: 0.033000
It 8,Best ac:0.003107 0.750000 fi:0.440108. Ave ac:0.011179,0.010616
Initialization: 5.908000
Memcpy Classifiers: 0.413000
Memcpy Instances: 8.804000
Kernel 1: 0.024000
Kernel 2: 94.342003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.006214 0.631579 fi:0.467073. Ave ac:0.009511,0.008165
Iteration 10:MDL fitness activated
Error 0.467073 TL 0.025461
MDL Theory Length Weight: 6.1149394132 (3)
Initialization: 5.851000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.748000
Kernel 1: 0.024000
Kernel 2: 94.579002
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.005438 0.656250 fi:0.676341. Ave ac:0.008029,0.007790
Initialization: 5.890000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.781000
Kernel 1: 0.022000
Kernel 2: 91.638000
Copyback: 0.017000
Sum: 0.035000
It 11,Best ac:0.004920 0.633333 fi:0.626851. Ave ac:0.009289,0.008846
Initialization: 5.831000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.308000
Kernel 1: 0.023000
Kernel 2: 92.625999
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.003365 0.812500 fi:0.477861. Ave ac:0.012152,0.013382
Initialization: 5.870000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.754000
Kernel 1: 0.023000
Kernel 2: 90.380997
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.003624 0.700000 fi:0.553958. Ave ac:0.015714,0.016702
Initialization: 5.919000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.722000
Kernel 1: 0.024000
Kernel 2: 87.497002
Copyback: 0.017000
Sum: 0.035000
It 14,Best ac:0.013979 0.486486 fi:0.709078. Ave ac:0.016784,0.017494
Initialization: 5.838000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.741000
Kernel 1: 0.024000
Kernel 2: 83.882004
Copyback: 0.017000
Sum: 0.032000
It 15,Best ac:0.003107 0.923077 fi:0.424067. Ave ac:0.020199,0.020852
Initialization: 5.870000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.695000
Kernel 1: 0.023000
Kernel 2: 83.545998
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.006214 0.648649 fi:0.536222. Ave ac:0.017517,0.020080
Initialization: 5.845000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.742000
Kernel 1: 0.024000
Kernel 2: 79.800003
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.004920 0.678571 fi:0.502928. Ave ac:0.018033,0.023999
Initialization: 5.776000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.221000
Kernel 1: 0.022000
Kernel 2: 79.525002
Copyback: 0.016000
Sum: 0.026000
It 18,Best ac:0.003624 0.700000 fi:0.497340. Ave ac:0.016103,0.024704
Initialization: 5.928000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.733000
Kernel 1: 0.023000
Kernel 2: 80.742996
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.003883 0.714286 fi:0.486519. Ave ac:0.013445,0.024718
Initialization: 5.839000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.733000
Kernel 1: 0.024000
Kernel 2: 82.403999
Copyback: 0.017000
Sum: 0.023000
It 20,Best ac:0.004144 0.640000 fi:0.540976. Ave ac:0.013474,0.025108
Initialization: 5.801000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.711000
Kernel 1: 0.023000
Kernel 2: 82.978996
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.003625 0.777778 fi:0.443380. Ave ac:0.013405,0.028749
Initialization: 6.285000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.728000
Kernel 1: 0.028000
Kernel 2: 81.792000
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.005955 0.851852 fi:0.343742. Ave ac:0.012079,0.024212
Initialization: 5.819000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.757000
Kernel 1: 0.024000
Kernel 2: 81.667999
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.004661 0.750000 fi:0.393711. Ave ac:0.007241,0.015991
Initialization: 5.957000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.755000
Kernel 1: 0.023000
Kernel 2: 80.996002
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.003884 0.714286 fi:0.476792. Ave ac:0.009445,0.018253
Initialization: 5.891000
Memcpy Classifiers: 0.268000
Memcpy Instances: 7.739000
Kernel 1: 0.023000
Kernel 2: 78.255997
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.003626 0.777778 fi:0.379719. Ave ac:0.007723,0.017120
Initialization: 6.405000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.736000
Kernel 1: 0.023000
Kernel 2: 73.301003
Copyback: 0.019000
Sum: 0.023000
It 26,Best ac:0.004402 0.586207 fi:0.626118. Ave ac:0.012579,0.026354
Initialization: 5.756000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.734000
Kernel 1: 0.024000
Kernel 2: 73.386002
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.003624 0.608696 fi:0.556675. Ave ac:0.014574,0.023032
Initialization: 5.812000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.705000
Kernel 1: 0.023000
Kernel 2: 73.273003
Copyback: 0.018000
Sum: 0.024000
It 28,Best ac:0.006731 0.702703 fi:0.435809. Ave ac:0.010695,0.019424
Initialization: 5.810000
Memcpy Classifiers: 0.255000
Memcpy Instances: 7.814000
Kernel 1: 0.023000
Kernel 2: 73.084000
Copyback: 0.022000
Sum: 0.026000
It 29,Best ac:0.003624 0.777778 fi:0.395205. Ave ac:0.014780,0.032579
Initialization: 5.888000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.695000
Kernel 1: 0.023000
Kernel 2: 69.573997
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004144 0.640000 fi:0.522603. Ave ac:0.008632,0.019768
Initialization: 5.903000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.721000
Kernel 1: 0.023000
Kernel 2: 72.242996
Copyback: 0.018000
Sum: 0.024000
It 31,Best ac:0.004142 0.695652 fi:0.466953. Ave ac:0.012128,0.025220
MDL Theory Length Weight: 5.5034454718 (10)
Initialization: 5.768000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.790000
Kernel 1: 0.023000
Kernel 2: 72.807999
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.005438 0.777778 fi:0.388164. Ave ac:0.015906,0.026733
Initialization: 5.933000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.711000
Kernel 1: 0.024000
Kernel 2: 71.726997
Copyback: 0.016000
Sum: 0.024000
It 33,Best ac:0.004403 0.809524 fi:0.344265. Ave ac:0.016127,0.028013
Initialization: 28.230000
Memcpy Instances: 380.864990
Memcpy Classifiers: 0.062000
Kernel 1: 0.024000
Kernel 2: 510.014008
Copyback: 0.023000
Sum: 0.014000
Memcpy Classifiers: 0.058000
Kernel 1: 0.022000
Kernel 2: 508.403992
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.014000
Kernel 2: 502.790985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 503.679993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 509.816010
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.055000
Kernel 1: 0.015000
Kernel 2: 504.746002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 509.371002
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 501.618988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.014000
Kernel 2: 505.569000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 178.533997
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003490 0.561199 fi:0.595431. Ave ac:0.008425,0.028735
Best acc 0.003490 0.561199
Rule:Att PSSM_-1_10 is [>-4.462022]|Att PSSM_0_11 is [-0.442710,2.014677]|Att PSSM_0_12 is [<-4.885930]|1
Accuracy : 0.782196
0	1	
152443	11637	
39468	31090	
Removed 1201 instances. 191911 Instances left. Acc of rule 0.003490-0.561199
Initialization: 5.819000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.662000
Kernel 1: 0.027000
Kernel 2: 95.278999
Copyback: 0.018000
Sum: 0.048000
Initial population average accuracy1:0.005163 accuracy2:0.206732
Initialization: 5.769000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.731000
Kernel 1: 0.024000
Kernel 2: 105.964996
Copyback: 0.018000
Sum: 0.042000
It 0,Best ac:0.004690 0.529412 fi:0.569959. Ave ac:0.009974,0.015033
Initialization: 5.762000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.695000
Kernel 1: 0.024000
Kernel 2: 103.703003
Copyback: 0.019000
Sum: 0.030000
It 1,Best ac:0.012507 0.505263 fi:0.590249. Ave ac:0.012579,0.017417
Initialization: 5.832000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.956000
Kernel 1: 0.023000
Kernel 2: 104.865997
Copyback: 0.016000
Sum: 0.030000
It 2,Best ac:0.008338 0.524590 fi:0.572976. Ave ac:0.013302,0.013416
Initialization: 5.813000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.644000
Kernel 1: 0.024000
Kernel 2: 102.875999
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.006253 0.631579 fi:0.467019. Ave ac:0.012481,0.013290
Initialization: 5.832000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.665000
Kernel 1: 0.024000
Kernel 2: 100.758003
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.004429 0.680000 fi:0.419500. Ave ac:0.010628,0.011744
Initialization: 5.789000
Memcpy Classifiers: 0.483000
Memcpy Instances: 7.667000
Kernel 1: 0.023000
Kernel 2: 99.708000
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.004429 0.653846 fi:0.445654. Ave ac:0.010113,0.010563
Initialization: 6.046000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.721000
Kernel 1: 0.022000
Kernel 2: 98.762001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.004169 0.727273 fi:0.372356. Ave ac:0.008427,0.008364
Initialization: 5.833000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.652000
Kernel 1: 0.024000
Kernel 2: 98.125000
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003127 0.800000 fi:0.376763. Ave ac:0.009076,0.008175
Initialization: 6.916000
Memcpy Classifiers: 0.490000
Memcpy Instances: 8.190000
Kernel 1: 0.023000
Kernel 2: 96.810997
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.005734 0.666667 fi:0.432189. Ave ac:0.007330,0.007277
Initialization: 5.829000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.651000
Kernel 1: 0.024000
Kernel 2: 97.484001
Copyback: 0.017000
Sum: 0.035000
It 9,Best ac:0.005731 0.814815 fi:0.284044. Ave ac:0.007045,0.007707
Iteration 10:MDL fitness activated
Error 0.284044 TL 0.036314
MDL Theory Length Weight: 2.6072831930 (1)
Initialization: 5.823000
Memcpy Classifiers: 0.493000
Memcpy Instances: 7.651000
Kernel 1: 0.024000
Kernel 2: 101.781998
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.005210 0.714286 fi:0.499302. Ave ac:0.006928,0.008068
Initialization: 5.762000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.683000
Kernel 1: 0.024000
Kernel 2: 100.230003
Copyback: 0.017000
Sum: 0.040000
It 11,Best ac:0.003386 0.812500 fi:0.402878. Ave ac:0.007585,0.007281
Initialization: 6.924000
Memcpy Classifiers: 0.501000
Memcpy Instances: 7.681000
Kernel 1: 0.022000
Kernel 2: 100.997002
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.003127 0.800000 fi:0.478674. Ave ac:0.007830,0.007148
Initialization: 5.769000
Memcpy Classifiers: 0.468000
Memcpy Instances: 8.769000
Kernel 1: 0.022000
Kernel 2: 100.945999
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.004949 0.703704 fi:0.497467. Ave ac:0.009213,0.008787
Initialization: 5.799000
Memcpy Classifiers: 0.922000
Memcpy Instances: 7.993000
Kernel 1: 0.024000
Kernel 2: 99.078003
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.007035 0.642857 fi:0.522304. Ave ac:0.006425,0.006045
Initialization: 6.365000
Memcpy Classifiers: 0.443000
Memcpy Instances: 7.746000
Kernel 1: 0.024000
Kernel 2: 97.750999
Copyback: 0.017000
Sum: 0.039000
It 15,Best ac:0.003908 0.750000 fi:0.440115. Ave ac:0.007791,0.008191
Initialization: 5.860000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.872000
Kernel 1: 0.023000
Kernel 2: 91.920998
Copyback: 0.017000
Sum: 0.038000
It 16,Best ac:0.003647 0.736842 fi:0.446332. Ave ac:0.009122,0.007886
Initialization: 5.854000
Memcpy Classifiers: 0.454000
Memcpy Instances: 7.680000
Kernel 1: 0.024000
Kernel 2: 91.650002
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.003909 0.833333 fi:0.358287. Ave ac:0.007801,0.007598
Initialization: 5.829000
Memcpy Classifiers: 0.425000
Memcpy Instances: 7.854000
Kernel 1: 0.023000
Kernel 2: 93.329002
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.003387 0.722222 fi:0.453786. Ave ac:0.006505,0.005982
Initialization: 5.930000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.789000
Kernel 1: 0.024000
Kernel 2: 92.790001
Copyback: 0.018000
Sum: 0.037000
It 19,Best ac:0.004950 0.826087 fi:0.368631. Ave ac:0.008158,0.007818
Initialization: 5.809000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.653000
Kernel 1: 0.030000
Kernel 2: 94.498001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.003648 0.777778 fi:0.442220. Ave ac:0.007689,0.006959
Initialization: 5.860000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.959000
Kernel 1: 0.023000
Kernel 2: 93.574997
Copyback: 0.018000
Sum: 0.034000
It 21,Best ac:0.004169 0.842105 fi:0.362774. Ave ac:0.007754,0.007237
Initialization: 5.838000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.874000
Kernel 1: 0.023000
Kernel 2: 92.427002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.003907 0.714286 fi:0.452731. Ave ac:0.006322,0.005981
Initialization: 5.840000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.705000
Kernel 1: 0.023000
Kernel 2: 93.396004
Copyback: 0.017000
Sum: 0.034000
It 23,Best ac:0.003648 0.875000 fi:0.322706. Ave ac:0.006443,0.006655
Initialization: 5.947000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.654000
Kernel 1: 0.024000
Kernel 2: 98.330002
Copyback: 0.020000
Sum: 0.038000
It 24,Best ac:0.003908 0.789474 fi:0.412006. Ave ac:0.008966,0.008312
Initialization: 5.761000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.135000
Kernel 1: 0.023000
Kernel 2: 97.803001
Copyback: 0.017000
Sum: 0.034000
It 25,Best ac:0.005731 0.814815 fi:0.380216. Ave ac:0.007867,0.006541
Initialization: 5.894000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.117000
Kernel 1: 0.022000
Kernel 2: 100.305000
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.003127 0.800000 fi:0.468626. Ave ac:0.007846,0.006673
Initialization: 6.341000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.930000
Kernel 1: 0.023000
Kernel 2: 101.223000
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.004950 0.791667 fi:0.407395. Ave ac:0.007430,0.006453
Initialization: 5.809000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.666000
Kernel 1: 0.023000
Kernel 2: 99.135002
Copyback: 0.017000
Sum: 0.031000
It 28,Best ac:0.003907 0.750000 fi:0.432303. Ave ac:0.006539,0.005552
Initialization: 5.771000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.150000
Kernel 1: 0.023000
Kernel 2: 93.801003
Copyback: 0.018000
Sum: 0.037000
It 29,Best ac:0.003907 0.882353 fi:0.307293. Ave ac:0.006227,0.004812
Initialization: 6.040000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.771000
Kernel 1: 0.024000
Kernel 2: 96.314003
Copyback: 0.017000
Sum: 0.035000
It 30,Best ac:0.003387 0.812500 fi:0.378946. Ave ac:0.005411,0.003673
Initialization: 5.778000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.693000
Kernel 1: 0.023000
Kernel 2: 97.459999
Copyback: 0.017000
Sum: 0.031000
It 31,Best ac:0.003908 0.833333 fi:0.372839. Ave ac:0.004584,0.003624
Initialization: 5.784000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.684000
Kernel 1: 0.024000
Kernel 2: 95.842003
Copyback: 0.017000
Sum: 0.036000
It 32,Best ac:0.003127 0.923077 fi:0.352570. Ave ac:0.006267,0.004742
Initialization: 5.914000
Memcpy Classifiers: 0.388000
Memcpy Instances: 7.643000
Kernel 1: 0.023000
Kernel 2: 95.815002
Copyback: 0.017000
Sum: 0.033000
It 33,Best ac:0.003387 0.928571 fi:0.265751. Ave ac:0.006797,0.004429
Initialization: 29.354000
Memcpy Instances: 377.941010
Memcpy Classifiers: 0.084000
Kernel 1: 0.027000
Kernel 2: 577.427979
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.082000
Kernel 1: 0.014000
Kernel 2: 582.997009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.014000
Kernel 2: 578.987000
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 581.711975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 572.888000
Copyback: 0.018000
Sum: 0.005000
Memcpy Classifiers: 0.083000
Kernel 1: 0.017000
Kernel 2: 597.374023
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.082000
Kernel 1: 0.013000
Kernel 2: 601.114990
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 582.971008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.081000
Kernel 1: 0.013000
Kernel 2: 583.341980
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 135.910995
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004471 0.600840 fi:0.598459. Ave ac:0.005325,0.014950
Best acc 0.004471 0.600840
Initialization: 5.913000
Memcpy Classifiers: 0.579000
Memcpy Instances: 7.656000
Kernel 1: 0.025000
Kernel 2: 97.579002
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.004875 accuracy2:0.190726
Initialization: 5.848000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.865000
Kernel 1: 0.022000
Kernel 2: 102.137001
Copyback: 0.017000
Sum: 0.040000
It 0,Best ac:0.004428 0.500000 fi:0.599503. Ave ac:0.009643,0.012577
Initialization: 5.856000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.691000
Kernel 1: 0.023000
Kernel 2: 102.678001
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.004949 0.633333 fi:0.465912. Ave ac:0.009871,0.011408
Initialization: 5.799000
Memcpy Classifiers: 0.475000
Memcpy Instances: 8.119000
Kernel 1: 0.023000
Kernel 2: 103.383003
Copyback: 0.017000
Sum: 0.086000
It 2,Best ac:0.002866 0.687500 fi:0.557866. Ave ac:0.010611,0.012927
Initialization: 5.992000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.657000
Kernel 1: 0.024000
Kernel 2: 102.171997
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.005732 0.488889 fi:0.609966. Ave ac:0.010036,0.012992
Initialization: 6.021000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.649000
Kernel 1: 0.023000
Kernel 2: 101.611000
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.006774 0.684211 fi:0.414129. Ave ac:0.011970,0.014885
Initialization: 6.003000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.641000
Kernel 1: 0.024000
Kernel 2: 99.129997
Copyback: 0.018000
Sum: 0.033000
It 5,Best ac:0.003127 0.857143 fi:0.319621. Ave ac:0.011930,0.014715
Initialization: 6.520000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.721000
Kernel 1: 0.023000
Kernel 2: 98.987000
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.005731 0.628571 fi:0.470288. Ave ac:0.011530,0.011929
Initialization: 5.848000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.777000
Kernel 1: 0.022000
Kernel 2: 96.417999
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.004952 0.593750 fi:0.505492. Ave ac:0.010797,0.011941
Initialization: 5.810000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.643000
Kernel 1: 0.024000
Kernel 2: 93.851997
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.003908 0.652174 fi:0.447584. Ave ac:0.012238,0.011810
Initialization: 5.822000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.273000
Kernel 1: 0.023000
Kernel 2: 92.970001
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003386 0.650000 fi:0.459289. Ave ac:0.012151,0.012510
Iteration 10:MDL fitness activated
Error 0.459289 TL 0.047832
MDL Theory Length Weight: 3.2007384064 (5)
Initialization: 6.756000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.723000
Kernel 1: 0.022000
Kernel 2: 91.073997
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.007817 0.638298 fi:0.533383. Ave ac:0.010348,0.011303
Initialization: 5.871000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.652000
Kernel 1: 0.024000
Kernel 2: 88.485001
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003386 0.764706 fi:0.447477. Ave ac:0.010454,0.010907
Initialization: 5.757000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.664000
Kernel 1: 0.024000
Kernel 2: 90.207001
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.004950 0.678571 fi:0.481662. Ave ac:0.013626,0.014787
Initialization: 5.835000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.665000
Kernel 1: 0.023000
Kernel 2: 88.560997
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.003387 0.764706 fi:0.470898. Ave ac:0.012595,0.014101
Initialization: 5.842000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.689000
Kernel 1: 0.023000
Kernel 2: 84.981003
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.006773 0.634146 fi:0.550886. Ave ac:0.014309,0.014235
Initialization: 5.767000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.682000
Kernel 1: 0.023000
Kernel 2: 83.081001
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.003649 0.636364 fi:0.542386. Ave ac:0.015443,0.016490
Initialization: 5.847000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.642000
Kernel 1: 0.024000
Kernel 2: 84.817001
Copyback: 0.018000
Sum: 0.028000
It 16,Best ac:0.005211 0.800000 fi:0.374924. Ave ac:0.015134,0.018269
Initialization: 5.867000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.645000
Kernel 1: 0.025000
Kernel 2: 83.723999
Copyback: 0.017000
Sum: 0.028000
It 17,Best ac:0.003648 0.777778 fi:0.401736. Ave ac:0.014527,0.017031
Initialization: 5.853000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.667000
Kernel 1: 0.023000
Kernel 2: 83.019997
Copyback: 0.016000
Sum: 0.028000
It 18,Best ac:0.003126 0.750000 fi:0.505384. Ave ac:0.011108,0.012856
Initialization: 5.831000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.679000
Kernel 1: 0.024000
Kernel 2: 82.248001
Copyback: 0.018000
Sum: 0.025000
It 19,Best ac:0.004429 0.772727 fi:0.413591. Ave ac:0.014167,0.017661
Initialization: 5.817000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.792000
Kernel 1: 0.023000
Kernel 2: 82.364998
Copyback: 0.018000
Sum: 0.026000
It 20,Best ac:0.005211 0.714286 fi:0.465475. Ave ac:0.011525,0.011639
Initialization: 5.960000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.667000
Kernel 1: 0.023000
Kernel 2: 80.938004
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.004689 0.720000 fi:0.443834. Ave ac:0.013754,0.018690
Initialization: 5.809000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.672000
Kernel 1: 0.023000
Kernel 2: 82.128998
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.003648 0.736842 fi:0.409017. Ave ac:0.012294,0.017422
Initialization: 6.354000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.658000
Kernel 1: 0.023000
Kernel 2: 82.306000
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.004429 0.708333 fi:0.468884. Ave ac:0.008217,0.011054
Initialization: 5.852000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.647000
Kernel 1: 0.023000
Kernel 2: 83.470001
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.005472 0.636364 fi:0.523164. Ave ac:0.009105,0.015306
Initialization: 5.831000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.725000
Kernel 1: 0.023000
Kernel 2: 84.932999
Copyback: 0.018000
Sum: 0.024000
It 25,Best ac:0.004429 0.772727 fi:0.383655. Ave ac:0.012331,0.018260
MDL Theory Length Weight: 2.8806645658 (10)
Initialization: 6.366000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.738000
Kernel 1: 0.023000
Kernel 2: 83.273003
Copyback: 0.016000
Sum: 0.026000
It 26,Best ac:0.005211 0.833333 fi:0.335743. Ave ac:0.010125,0.013060
Initialization: 5.841000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.730000
Kernel 1: 0.023000
Kernel 2: 81.430000
Copyback: 0.016000
Sum: 0.025000
It 27,Best ac:0.003909 0.750000 fi:0.412599. Ave ac:0.007379,0.010135
Initialization: 5.912000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.642000
Kernel 1: 0.024000
Kernel 2: 84.973000
Copyback: 0.018000
Sum: 0.027000
It 28,Best ac:0.003388 0.722222 fi:0.459290. Ave ac:0.007074,0.008661
Initialization: 5.881000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.738000
Kernel 1: 0.022000
Kernel 2: 85.606003
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.003908 0.750000 fi:0.422689. Ave ac:0.006954,0.007373
Initialization: 5.936000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.669000
Kernel 1: 0.023000
Kernel 2: 85.594002
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.003907 0.750000 fi:0.406006. Ave ac:0.009037,0.016352
Initialization: 5.782000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.645000
Kernel 1: 0.023000
Kernel 2: 84.583000
Copyback: 0.017000
Sum: 0.046000
It 31,Best ac:0.004429 0.680000 fi:0.475745. Ave ac:0.008823,0.009786
Initialization: 5.810000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.871000
Kernel 1: 0.023000
Kernel 2: 85.837997
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.004690 0.750000 fi:0.426551. Ave ac:0.009860,0.011500
Initialization: 5.790000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.721000
Kernel 1: 0.022000
Kernel 2: 84.157997
Copyback: 0.019000
Sum: 0.028000
It 33,Best ac:0.004168 0.695652 fi:0.462161. Ave ac:0.009390,0.010556
Initialization: 28.676001
Memcpy Instances: 379.388000
Memcpy Classifiers: 0.077000
Kernel 1: 0.025000
Kernel 2: 568.028992
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 562.504028
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.075000
Kernel 1: 0.015000
Kernel 2: 543.356018
Copyback: 0.017000
Sum: 0.004000
Memcpy Classifiers: 0.075000
Kernel 1: 0.018000
Kernel 2: 557.138977
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 541.002014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 572.718994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 572.905029
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 563.294006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 572.952026
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.047000
Kernel 1: 0.013000
Kernel 2: 140.242996
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.003528 0.576170 fi:0.580022. Ave ac:0.010069,0.031125
Best acc 0.003528 0.576170
Rule:Att PSSM_-4_7 is [<1.228062]|Att PSSM_-4_17 is [-5.054203,3.054203]|Att PSSM_-3_3 is [-5.509134,-0.490866]|Att PSSM_-1_14 is [-3.877902,5.577004]|Att PSSM_-1_15 is [<0.941438]|Att PSSM_-1_17 is [-4.870311,5.986636]|Att PSSM_0_2 is [<-0.421904]|Att PSSM_0_4 is [<-2.395389]|Att PSSM_0_12 is [<-2.695840]|Att PSSM_0_15 is [-6.583300,0.583300]|Att PSSM_1_5 is [>-5.382622]|Att PSSM_3_12 is [<-1.743196]|Att PSSM_4_7 is [<2.377110]|Att PSSM_4_12 is [-6.533013,-0.676388]|1
Accuracy : 0.783424
0	1	
151873	12207	
38610	31948	
Removed 1428 instances. 190483 Instances left. Acc of rule 0.004471-0.600840
Initialization: 5.917000
Memcpy Classifiers: 0.539000
Memcpy Instances: 8.736000
Kernel 1: 0.026000
Kernel 2: 92.944000
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005878 accuracy2:0.193396
Initialization: 5.786000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.609000
Kernel 1: 0.024000
Kernel 2: 103.166000
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.004726 0.486486 fi:0.612833. Ave ac:0.010835,0.014660
Initialization: 5.773000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.633000
Kernel 1: 0.023000
Kernel 2: 101.371002
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.005513 0.512195 fi:0.586730. Ave ac:0.012962,0.015840
Initialization: 5.762000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.628000
Kernel 1: 0.022000
Kernel 2: 98.581001
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.004462 0.607143 fi:0.492309. Ave ac:0.012748,0.016243
Initialization: 5.745000
Memcpy Classifiers: 0.482000
Memcpy Instances: 7.590000
Kernel 1: 0.023000
Kernel 2: 97.972000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.004463 0.586207 fi:0.513245. Ave ac:0.011841,0.012272
Initialization: 5.763000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.612000
Kernel 1: 0.023000
Kernel 2: 97.545998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004201 0.666667 fi:0.432917. Ave ac:0.013222,0.014111
Initialization: 5.790000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.650000
Kernel 1: 0.024000
Kernel 2: 95.870003
Copyback: 0.016000
Sum: 0.029000
It 5,Best ac:0.003413 0.541667 fi:0.558312. Ave ac:0.012381,0.014229
Initialization: 5.789000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.593000
Kernel 1: 0.023000
Kernel 2: 99.763000
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.004988 0.612903 fi:0.486285. Ave ac:0.012089,0.012633
Initialization: 5.864000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.584000
Kernel 1: 0.024000
Kernel 2: 94.899002
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.006037 0.575000 fi:0.523665. Ave ac:0.011093,0.010817
Initialization: 5.757000
Memcpy Classifiers: 0.433000
Memcpy Instances: 14.395000
Kernel 1: 0.025000
Kernel 2: 96.500999
Copyback: 0.018000
Sum: 0.037000
It 8,Best ac:0.003413 0.619048 fi:0.480931. Ave ac:0.010931,0.011293
Initialization: 6.309000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.609000
Kernel 1: 0.023000
Kernel 2: 93.015999
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.003412 0.722222 fi:0.377758. Ave ac:0.009157,0.010025
Iteration 10:MDL fitness activated
Error 0.377758 TL 0.041678
MDL Theory Length Weight: 3.0212600725 (1)
Initialization: 6.157000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.647000
Kernel 1: 0.023000
Kernel 2: 96.228996
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.006037 0.741935 fi:0.496322. Ave ac:0.009958,0.009733
Initialization: 5.786000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.597000
Kernel 1: 0.024000
Kernel 2: 90.007004
Copyback: 0.018000
Sum: 0.033000
It 11,Best ac:0.003937 0.681818 fi:0.518067. Ave ac:0.008106,0.008934
Initialization: 5.795000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.617000
Kernel 1: 0.024000
Kernel 2: 90.972000
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.003674 0.736842 fi:0.434091. Ave ac:0.010461,0.013816
Initialization: 5.707000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.627000
Kernel 1: 0.024000
Kernel 2: 89.151001
Copyback: 0.016000
Sum: 0.030000
It 13,Best ac:0.006824 0.722222 fi:0.450622. Ave ac:0.010306,0.011310
Initialization: 5.931000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.683000
Kernel 1: 0.024000
Kernel 2: 85.751999
Copyback: 0.016000
Sum: 0.036000
It 14,Best ac:0.004199 0.842105 fi:0.328565. Ave ac:0.010222,0.011663
Initialization: 6.284000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.600000
Kernel 1: 0.024000
Kernel 2: 86.028000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.003413 0.866667 fi:0.348987. Ave ac:0.010192,0.010118
Initialization: 5.780000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.596000
Kernel 1: 0.024000
Kernel 2: 88.143997
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.003413 0.684211 fi:0.486898. Ave ac:0.010056,0.010911
Initialization: 5.822000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.624000
Kernel 1: 0.023000
Kernel 2: 84.199997
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.003150 0.750000 fi:0.476334. Ave ac:0.009699,0.010456
Initialization: 5.757000
Memcpy Classifiers: 0.412000
Memcpy Instances: 7.638000
Kernel 1: 0.023000
Kernel 2: 85.310997
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.003413 0.722222 fi:0.493432. Ave ac:0.009457,0.010902
Initialization: 5.730000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.617000
Kernel 1: 0.024000
Kernel 2: 84.125999
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.003412 0.650000 fi:0.532751. Ave ac:0.009661,0.010545
Initialization: 5.738000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.745000
Kernel 1: 0.024000
Kernel 2: 83.483002
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.004463 0.708333 fi:0.456029. Ave ac:0.009217,0.009338
Initialization: 6.518000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.704000
Kernel 1: 0.023000
Kernel 2: 82.288002
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.003413 0.722222 fi:0.447657. Ave ac:0.011450,0.014671
Initialization: 5.812000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.604000
Kernel 1: 0.023000
Kernel 2: 82.389000
Copyback: 0.018000
Sum: 0.033000
It 22,Best ac:0.003937 0.681818 fi:0.463293. Ave ac:0.009149,0.010887
Initialization: 5.784000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.707000
Kernel 1: 0.023000
Kernel 2: 82.343002
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.005774 0.647059 fi:0.542324. Ave ac:0.010088,0.010370
MDL Theory Length Weight: 2.7191340653 (10)
Initialization: 5.847000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.581000
Kernel 1: 0.024000
Kernel 2: 82.458000
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.003413 0.812500 fi:0.347225. Ave ac:0.010915,0.010198
Initialization: 5.771000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.622000
Kernel 1: 0.024000
Kernel 2: 83.064003
Copyback: 0.017000
Sum: 0.032000
It 25,Best ac:0.009186 0.636364 fi:0.518947. Ave ac:0.009077,0.009934
Initialization: 5.770000
Memcpy Classifiers: 0.419000
Memcpy Instances: 7.668000
Kernel 1: 0.024000
Kernel 2: 81.684998
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.007085 0.750000 fi:0.408231. Ave ac:0.011157,0.009777
Initialization: 5.768000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.645000
Kernel 1: 0.024000
Kernel 2: 83.399002
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.003411 0.764706 fi:0.409404. Ave ac:0.009342,0.009440
Initialization: 5.842000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.598000
Kernel 1: 0.023000
Kernel 2: 81.775002
Copyback: 0.019000
Sum: 0.032000
It 28,Best ac:0.004462 0.739130 fi:0.433965. Ave ac:0.008868,0.008075
Initialization: 5.738000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.615000
Kernel 1: 0.024000
Kernel 2: 82.288002
Copyback: 0.017000
Sum: 0.031000
It 29,Best ac:0.003413 0.722222 fi:0.450127. Ave ac:0.006964,0.005786
Initialization: 5.834000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.632000
Kernel 1: 0.023000
Kernel 2: 82.278000
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.003675 0.823529 fi:0.356300. Ave ac:0.007273,0.005703
Initialization: 5.929000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.583000
Kernel 1: 0.023000
Kernel 2: 80.126999
Copyback: 0.017000
Sum: 0.029000
It 31,Best ac:0.004463 0.739130 fi:0.443600. Ave ac:0.007717,0.005762
Initialization: 5.803000
Memcpy Classifiers: 0.324000
Memcpy Instances: 7.632000
Kernel 1: 0.023000
Kernel 2: 79.275002
Copyback: 0.017000
Sum: 0.032000
It 32,Best ac:0.006824 0.812500 fi:0.354860. Ave ac:0.006782,0.004662
Initialization: 5.773000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.628000
Kernel 1: 0.023000
Kernel 2: 78.994003
Copyback: 0.017000
Sum: 0.028000
It 33,Best ac:0.003676 0.666667 fi:0.494109. Ave ac:0.005876,0.004201
MDL Theory Length Weight: 2.4472206588 (20)
Initialization: 29.305000
Memcpy Instances: 375.308014
Memcpy Classifiers: 0.082000
Kernel 1: 0.024000
Kernel 2: 543.106018
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.079000
Kernel 1: 0.015000
Kernel 2: 526.981018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 560.041016
Copyback: 0.202000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 555.656006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 553.010986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 553.372986
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 550.698975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 551.898010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.085000
Kernel 1: 0.015000
Kernel 2: 537.348999
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.005565 0.577972 fi:0.594305. Ave ac:0.007743,0.022126
Best acc 0.005565 0.577972
Initialization: 5.982000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.596000
Kernel 1: 0.026000
Kernel 2: 93.573997
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004667 accuracy2:0.220583
Initialization: 6.243000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.620000
Kernel 1: 0.024000
Kernel 2: 102.342003
Copyback: 0.016000
Sum: 0.042000
It 0,Best ac:0.003413 0.448276 fi:0.651703. Ave ac:0.007939,0.010276
Initialization: 5.808000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.639000
Kernel 1: 0.023000
Kernel 2: 99.996002
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.003412 0.433333 fi:0.666645. Ave ac:0.009779,0.010887
Initialization: 5.846000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.622000
Kernel 1: 0.022000
Kernel 2: 100.865997
Copyback: 0.017000
Sum: 0.036000
It 2,Best ac:0.008924 0.478873 fi:0.618339. Ave ac:0.010201,0.010940
Initialization: 5.974000
Memcpy Classifiers: 0.484000
Memcpy Instances: 8.347000
Kernel 1: 0.024000
Kernel 2: 99.858002
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.005249 0.689655 fi:0.409401. Ave ac:0.011840,0.014424
Initialization: 5.854000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.620000
Kernel 1: 0.023000
Kernel 2: 99.742996
Copyback: 0.017000
Sum: 0.035000
It 4,Best ac:0.003938 0.535714 fi:0.564001. Ave ac:0.013852,0.016681
Initialization: 5.840000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.650000
Kernel 1: 0.024000
Kernel 2: 96.827003
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.005776 0.594595 fi:0.504198. Ave ac:0.013087,0.012925
Initialization: 5.724000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.729000
Kernel 1: 0.024000
Kernel 2: 95.406998
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.003413 0.650000 fi:0.449978. Ave ac:0.010252,0.011910
Initialization: 5.789000
Memcpy Classifiers: 0.434000
Memcpy Instances: 8.066000
Kernel 1: 0.023000
Kernel 2: 95.151001
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.003676 0.636364 fi:0.463483. Ave ac:0.010508,0.013560
Initialization: 6.281000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.627000
Kernel 1: 0.023000
Kernel 2: 93.433998
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.004201 0.640000 fi:0.459583. Ave ac:0.012623,0.017347
Initialization: 5.776000
Memcpy Classifiers: 0.501000
Memcpy Instances: 7.586000
Kernel 1: 0.023000
Kernel 2: 92.064003
Copyback: 0.053000
Sum: 0.031000
It 9,Best ac:0.003676 0.608696 fi:0.491151. Ave ac:0.010822,0.012371
Iteration 10:MDL fitness activated
Error 0.491151 TL 0.027070
MDL Theory Length Weight: 6.0478184184 (7)
Initialization: 5.778000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.583000
Kernel 1: 0.024000
Kernel 2: 93.257004
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.002888 0.846154 fi:0.551752. Ave ac:0.011774,0.012310
Initialization: 5.878000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.700000
Kernel 1: 0.023000
Kernel 2: 88.794998
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.003675 0.583333 fi:0.661648. Ave ac:0.010241,0.014928
Initialization: 5.780000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.594000
Kernel 1: 0.024000
Kernel 2: 85.961998
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.003412 0.812500 fi:0.429423. Ave ac:0.015495,0.018924
Initialization: 5.831000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.614000
Kernel 1: 0.023000
Kernel 2: 84.835999
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.004201 0.666667 fi:0.558953. Ave ac:0.015565,0.020804
Initialization: 5.783000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.633000
Kernel 1: 0.022000
Kernel 2: 82.258003
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.003936 0.625000 fi:0.534332. Ave ac:0.013208,0.019844
Initialization: 5.791000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.690000
Kernel 1: 0.024000
Kernel 2: 75.424004
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.004724 0.580645 fi:0.580118. Ave ac:0.016358,0.023689
Initialization: 5.801000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.707000
Kernel 1: 0.023000
Kernel 2: 72.524002
Copyback: 0.017000
Sum: 0.025000
It 16,Best ac:0.003675 0.777778 fi:0.460775. Ave ac:0.015926,0.022332
Initialization: 5.832000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.681000
Kernel 1: 0.022000
Kernel 2: 70.152000
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003150 0.705882 fi:0.602436. Ave ac:0.017336,0.025288
Initialization: 5.835000
Memcpy Classifiers: 0.287000
Memcpy Instances: 7.662000
Kernel 1: 0.023000
Kernel 2: 70.778999
Copyback: 0.017000
Sum: 0.022000
It 18,Best ac:0.004463 0.944444 fi:0.213255. Ave ac:0.016197,0.027615
Initialization: 5.894000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.660000
Kernel 1: 0.023000
Kernel 2: 67.345001
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.004724 0.642857 fi:0.556059. Ave ac:0.018663,0.034687
Initialization: 5.852000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.675000
Kernel 1: 0.022000
Kernel 2: 67.059998
Copyback: 0.372000
Sum: 0.024000
It 20,Best ac:0.003938 0.625000 fi:0.542759. Ave ac:0.019509,0.031254
Initialization: 5.767000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.621000
Kernel 1: 0.023000
Kernel 2: 66.250999
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.008399 0.680851 fi:0.477792. Ave ac:0.026790,0.034046
Initialization: 6.064000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.868000
Kernel 1: 0.023000
Kernel 2: 65.761002
Copyback: 0.018000
Sum: 0.023000
It 22,Best ac:0.003150 0.750000 fi:0.501632. Ave ac:0.018526,0.031762
Initialization: 5.767000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.630000
Kernel 1: 0.023000
Kernel 2: 66.662003
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.004987 0.575758 fi:0.580142. Ave ac:0.024146,0.040829
Initialization: 5.816000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.584000
Kernel 1: 0.024000
Kernel 2: 62.548000
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.003675 0.666667 fi:0.512870. Ave ac:0.029593,0.042848
Initialization: 6.295000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.602000
Kernel 1: 0.024000
Kernel 2: 62.790001
Copyback: 0.018000
Sum: 0.022000
It 25,Best ac:0.003412 0.764706 fi:0.423964. Ave ac:0.025447,0.038608
Initialization: 5.813000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.589000
Kernel 1: 0.024000
Kernel 2: 63.778000
Copyback: 0.017000
Sum: 0.020000
It 26,Best ac:0.004199 0.666667 fi:0.523325. Ave ac:0.025748,0.038005
Initialization: 5.856000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.650000
Kernel 1: 0.022000
Kernel 2: 62.594002
Copyback: 0.017000
Sum: 0.021000
It 27,Best ac:0.003675 0.823529 fi:0.410847. Ave ac:0.030317,0.042894
MDL Theory Length Weight: 5.4430365765 (10)
Initialization: 5.826000
Memcpy Classifiers: 0.226000
Memcpy Instances: 8.895000
Kernel 1: 0.023000
Kernel 2: 63.036999
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.004987 0.703704 fi:0.448668. Ave ac:0.024053,0.036632
Initialization: 5.788000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.610000
Kernel 1: 0.023000
Kernel 2: 66.664001
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.003411 0.722222 fi:0.470454. Ave ac:0.022505,0.038175
Initialization: 5.776000
Memcpy Classifiers: 0.189000
Memcpy Instances: 8.294000
Kernel 1: 0.023000
Kernel 2: 62.838001
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.003412 0.590909 fi:0.570309. Ave ac:0.027373,0.041185
Initialization: 5.729000
Memcpy Classifiers: 0.203000
Memcpy Instances: 7.640000
Kernel 1: 0.022000
Kernel 2: 63.674999
Copyback: 0.016000
Sum: 0.019000
It 31,Best ac:0.007612 0.644444 fi:0.526287. Ave ac:0.031612,0.044752
Initialization: 5.798000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.577000
Kernel 1: 0.023000
Kernel 2: 63.243999
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.003413 0.812500 fi:0.457410. Ave ac:0.026926,0.036728
Initialization: 5.780000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.655000
Kernel 1: 0.023000
Kernel 2: 63.639999
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.003674 0.700000 fi:0.514023. Ave ac:0.020823,0.034636
Initialization: 29.466999
Memcpy Instances: 379.054993
Memcpy Classifiers: 0.072000
Kernel 1: 0.025000
Kernel 2: 456.075989
Copyback: 0.014000
Sum: 0.016000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 456.640015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 452.920990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.014000
Kernel 2: 454.998993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 481.104004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 451.135010
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 459.286987
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.012000
Kernel 2: 450.308990
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.080000
Kernel 1: 0.016000
Kernel 2: 429.269012
Copyback: 0.017000
Sum: 0.004000
It 34,Best ac:0.003628 0.522693 fi:0.630362. Ave ac:0.016883,0.053847
Best acc 0.003628 0.522693
Rule:Att PSSM_-3_4 is [<3.215828]|Att PSSM_-3_6 is [-6.186149,6.149276]|Att PSSM_-3_7 is [-6.780590,-0.619601]|Att PSSM_-3_12 is [-5.573687,3.573687]|Att PSSM_0_4 is [-6.955503,-1.044497]|Att PSSM_0_7 is [-5.830855,-2.357797]|Att PSSM_0_12 is [<-2.348404]|Att PSSM_1_12 is [-4.815207,-1.183469]|Att PSSM_2_7 is [<3.937928]|Att PSSM_3_2 is [>-5.418973]|Att PSSM_3_6 is [<-1.665889]|1
Accuracy : 0.784643
0	1	
151099	12981	
37550	33008	
Removed 1834 instances. 188649 Instances left. Acc of rule 0.005565-0.577972
Initialization: 5.921000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.573000
Kernel 1: 0.026000
Kernel 2: 95.052002
Copyback: 0.018000
Sum: 0.059000
Initial population average accuracy1:0.005425 accuracy2:0.184189
Initialization: 5.746000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.598000
Kernel 1: 0.022000
Kernel 2: 99.472000
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.003180 0.571429 fi:0.563680. Ave ac:0.010223,0.011382
Initialization: 5.731000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.681000
Kernel 1: 0.023000
Kernel 2: 98.418999
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.004771 0.486486 fi:0.612767. Ave ac:0.012004,0.012221
Initialization: 5.698000
Memcpy Classifiers: 0.643000
Memcpy Instances: 7.540000
Kernel 1: 0.023000
Kernel 2: 98.947998
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.003711 0.500000 fi:0.599795. Ave ac:0.011584,0.011909
Initialization: 5.784000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.513000
Kernel 1: 0.024000
Kernel 2: 95.566002
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.004771 0.562500 fi:0.536754. Ave ac:0.010361,0.012266
Initialization: 5.732000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.030000
Kernel 1: 0.023000
Kernel 2: 93.933998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.002650 0.769231 fi:0.510026. Ave ac:0.010689,0.013396
Initialization: 5.774000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.500000
Kernel 1: 0.024000
Kernel 2: 96.417999
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.004506 0.548387 fi:0.551002. Ave ac:0.012125,0.015819
Initialization: 6.211000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.983000
Kernel 1: 0.023000
Kernel 2: 96.209000
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.006361 0.666667 fi:0.431774. Ave ac:0.011713,0.014248
Initialization: 6.265000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.887000
Kernel 1: 0.035000
Kernel 2: 96.330002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003446 0.722222 fi:0.377708. Ave ac:0.011279,0.011889
Initialization: 5.780000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.627000
Kernel 1: 0.023000
Kernel 2: 97.647003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.005566 0.600000 fi:0.498847. Ave ac:0.009835,0.012965
Initialization: 5.787000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.707000
Kernel 1: 0.023000
Kernel 2: 95.084999
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.004241 0.615385 fi:0.484140. Ave ac:0.009309,0.010177
Iteration 10:MDL fitness activated
Error 0.484140 TL 0.030103
MDL Theory Length Weight: 5.3609143505 (3)
Initialization: 5.721000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.560000
Kernel 1: 0.024000
Kernel 2: 94.306000
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.005566 0.617647 fi:0.645041. Ave ac:0.008636,0.010545
Initialization: 5.740000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.536000
Kernel 1: 0.023000
Kernel 2: 91.885002
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.010337 0.600000 fi:0.621564. Ave ac:0.011295,0.012544
Initialization: 5.783000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.506000
Kernel 1: 0.024000
Kernel 2: 92.177002
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.003446 0.650000 fi:0.576707. Ave ac:0.012932,0.015861
Initialization: 5.776000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.498000
Kernel 1: 0.024000
Kernel 2: 87.787003
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.005566 0.750000 fi:0.508111. Ave ac:0.012349,0.015192
Initialization: 5.857000
Memcpy Classifiers: 1.341000
Memcpy Instances: 7.588000
Kernel 1: 0.023000
Kernel 2: 89.140999
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.002385 0.900000 fi:0.572370. Ave ac:0.014283,0.018074
Initialization: 5.734000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.587000
Kernel 1: 0.024000
Kernel 2: 87.321999
Copyback: 0.017000
Sum: 0.030000
It 15,Best ac:0.004506 0.772727 fi:0.459076. Ave ac:0.013741,0.017079
Initialization: 5.795000
Memcpy Classifiers: 0.320000
Memcpy Instances: 8.015000
Kernel 1: 0.022000
Kernel 2: 84.258003
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.004771 0.600000 fi:0.607797. Ave ac:0.011399,0.015157
Initialization: 5.740000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.567000
Kernel 1: 0.023000
Kernel 2: 84.372002
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.003181 1.000000 fi:0.289575. Ave ac:0.013874,0.018850
Initialization: 5.725000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.566000
Kernel 1: 0.024000
Kernel 2: 82.676003
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.003711 0.777778 fi:0.407602. Ave ac:0.011677,0.013288
Initialization: 5.717000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.567000
Kernel 1: 0.024000
Kernel 2: 79.495003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.004241 0.640000 fi:0.546354. Ave ac:0.010555,0.013803
Initialization: 5.733000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.583000
Kernel 1: 0.023000
Kernel 2: 76.651001
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.003711 0.736842 fi:0.471637. Ave ac:0.013328,0.020784
Initialization: 5.935000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.501000
Kernel 1: 0.024000
Kernel 2: 77.633003
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.010867 0.706897 fi:0.441301. Ave ac:0.013970,0.016339
Initialization: 5.750000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.265000
Kernel 1: 0.024000
Kernel 2: 78.049004
Copyback: 0.017000
Sum: 0.025000
It 22,Best ac:0.003446 0.722222 fi:0.437230. Ave ac:0.013797,0.019466
Initialization: 6.184000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.520000
Kernel 1: 0.023000
Kernel 2: 75.933998
Copyback: 0.017000
Sum: 0.025000
It 23,Best ac:0.004506 0.629630 fi:0.527131. Ave ac:0.014259,0.023251
Initialization: 5.778000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.572000
Kernel 1: 0.024000
Kernel 2: 77.108002
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004506 0.708333 fi:0.453011. Ave ac:0.014607,0.022960
Initialization: 5.757000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.528000
Kernel 1: 0.024000
Kernel 2: 74.801003
Copyback: 0.016000
Sum: 0.023000
It 25,Best ac:0.003976 0.652174 fi:0.554231. Ave ac:0.011562,0.012859
Initialization: 5.727000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.595000
Kernel 1: 0.023000
Kernel 2: 72.505997
Copyback: 0.016000
Sum: 0.021000
It 26,Best ac:0.006096 0.821429 fi:0.422737. Ave ac:0.017981,0.028098
MDL Theory Length Weight: 4.8248229155 (10)
Initialization: 6.204000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.637000
Kernel 1: 0.023000
Kernel 2: 70.906998
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.003976 0.750000 fi:0.446267. Ave ac:0.012294,0.016028
Initialization: 5.790000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.541000
Kernel 1: 0.024000
Kernel 2: 70.032997
Copyback: 0.018000
Sum: 0.024000
It 28,Best ac:0.005831 0.733333 fi:0.432352. Ave ac:0.015387,0.022722
Initialization: 5.718000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.991000
Kernel 1: 0.023000
Kernel 2: 69.513000
Copyback: 0.017000
Sum: 0.022000
It 29,Best ac:0.004506 0.708333 fi:0.462470. Ave ac:0.010905,0.018422
Initialization: 5.763000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.539000
Kernel 1: 0.024000
Kernel 2: 69.334000
Copyback: 0.020000
Sum: 0.024000
It 30,Best ac:0.003711 0.700000 fi:0.470956. Ave ac:0.012632,0.020465
Initialization: 5.743000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.496000
Kernel 1: 0.024000
Kernel 2: 69.752998
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.004506 0.809524 fi:0.398171. Ave ac:0.014679,0.024019
Initialization: 5.690000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.561000
Kernel 1: 0.023000
Kernel 2: 70.126999
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.003446 0.722222 fi:0.441293. Ave ac:0.011118,0.017717
Initialization: 5.836000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.506000
Kernel 1: 0.024000
Kernel 2: 69.765999
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.002915 0.846154 fi:0.411752. Ave ac:0.014195,0.021778
Initialization: 30.382000
Memcpy Instances: 373.295990
Memcpy Classifiers: 0.066000
Kernel 1: 0.024000
Kernel 2: 491.256989
Copyback: 0.014000
Sum: 0.014000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 480.799988
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 481.053009
Copyback: 0.026000
Sum: 0.007000
Memcpy Classifiers: 0.066000
Kernel 1: 0.022000
Kernel 2: 484.007996
Copyback: 0.199000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 498.406006
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 484.890015
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 487.988007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 487.397003
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.063000
Kernel 1: 0.017000
Kernel 2: 419.979004
Copyback: 0.019000
Sum: 0.005000
It 34,Best ac:0.003509 0.501136 fi:0.654522. Ave ac:0.013701,0.041991
Best acc 0.003509 0.501136
Initialization: 5.801000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.522000
Kernel 1: 0.025000
Kernel 2: 95.514999
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.005597 accuracy2:0.193595
Initialization: 5.675000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.502000
Kernel 1: 0.024000
Kernel 2: 99.757004
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.003446 0.406250 fi:0.693681. Ave ac:0.010264,0.012540
Initialization: 6.345000
Memcpy Classifiers: 0.474000
Memcpy Instances: 7.521000
Kernel 1: 0.024000
Kernel 2: 98.345001
Copyback: 0.018000
Sum: 0.035000
It 1,Best ac:0.003446 0.565217 fi:0.534713. Ave ac:0.012086,0.012749
Initialization: 5.775000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.516000
Kernel 1: 0.024000
Kernel 2: 97.978996
Copyback: 0.016000
Sum: 0.030000
It 2,Best ac:0.003446 0.650000 fi:0.449931. Ave ac:0.013053,0.012789
Initialization: 5.794000
Memcpy Classifiers: 0.433000
Memcpy Instances: 14.303000
Kernel 1: 0.027000
Kernel 2: 95.982002
Copyback: 0.018000
Sum: 0.034000
It 3,Best ac:0.005036 0.558824 fi:0.540295. Ave ac:0.012318,0.014260
Initialization: 5.695000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.571000
Kernel 1: 0.023000
Kernel 2: 93.945999
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003976 0.652174 fi:0.447486. Ave ac:0.011134,0.011791
Initialization: 5.849000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.598000
Kernel 1: 0.023000
Kernel 2: 91.389000
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.007156 0.551020 fi:0.547014. Ave ac:0.011299,0.011480
Initialization: 5.734000
Memcpy Classifiers: 0.413000
Memcpy Instances: 7.577000
Kernel 1: 0.024000
Kernel 2: 88.932999
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.003976 0.625000 fi:0.474660. Ave ac:0.010173,0.010699
Initialization: 5.767000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.530000
Kernel 1: 0.024000
Kernel 2: 90.087997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003976 0.714286 fi:0.385374. Ave ac:0.010320,0.010215
Initialization: 5.782000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.499000
Kernel 1: 0.023000
Kernel 2: 87.067001
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.005301 0.645161 fi:0.453821. Ave ac:0.008913,0.010395
Initialization: 5.597000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.545000
Kernel 1: 0.023000
Kernel 2: 88.741997
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.007951 0.652174 fi:0.445455. Ave ac:0.008461,0.007983
Iteration 10:MDL fitness activated
Error 0.445455 TL 0.033864
MDL Theory Length Weight: 4.3847616155 (3)
Initialization: 5.745000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.632000
Kernel 1: 0.023000
Kernel 2: 88.686996
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.003976 0.576923 fi:0.652229. Ave ac:0.008365,0.009098
Initialization: 5.800000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.574000
Kernel 1: 0.023000
Kernel 2: 90.476997
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003976 0.625000 fi:0.603490. Ave ac:0.009323,0.011140
Initialization: 5.818000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.517000
Kernel 1: 0.023000
Kernel 2: 86.973000
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.003180 0.750000 fi:0.469505. Ave ac:0.009166,0.009159
Initialization: 5.849000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.577000
Kernel 1: 0.023000
Kernel 2: 85.122002
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.006096 0.638889 fi:0.608172. Ave ac:0.009038,0.007402
Initialization: 5.685000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.830000
Kernel 1: 0.023000
Kernel 2: 86.935997
Copyback: 0.018000
Sum: 0.038000
It 14,Best ac:0.003711 0.636364 fi:0.561352. Ave ac:0.010343,0.012216
Initialization: 5.703000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.719000
Kernel 1: 0.023000
Kernel 2: 85.486000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.006096 0.605263 fi:0.616010. Ave ac:0.010431,0.010188
Initialization: 5.945000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.583000
Kernel 1: 0.023000
Kernel 2: 83.292999
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003976 0.789474 fi:0.399798. Ave ac:0.011534,0.012674
Initialization: 5.827000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.528000
Kernel 1: 0.024000
Kernel 2: 82.355003
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.003446 0.764706 fi:0.450086. Ave ac:0.013920,0.014115
Initialization: 5.776000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.508000
Kernel 1: 0.023000
Kernel 2: 81.274002
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.005566 0.636364 fi:0.561483. Ave ac:0.011257,0.014643
Initialization: 5.730000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.512000
Kernel 1: 0.023000
Kernel 2: 84.380997
Copyback: 0.018000
Sum: 0.034000
It 19,Best ac:0.003976 0.750000 fi:0.432340. Ave ac:0.010630,0.011216
Initialization: 5.675000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.546000
Kernel 1: 0.024000
Kernel 2: 85.363998
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.004241 0.666667 fi:0.502105. Ave ac:0.011747,0.013093
Initialization: 5.760000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.542000
Kernel 1: 0.022000
Kernel 2: 82.480003
Copyback: 0.017000
Sum: 0.033000
It 21,Best ac:0.003446 0.684211 fi:0.542131. Ave ac:0.011911,0.016211
Initialization: 5.734000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.607000
Kernel 1: 0.022000
Kernel 2: 82.152000
Copyback: 0.019000
Sum: 0.027000
It 22,Best ac:0.003446 0.764706 fi:0.457964. Ave ac:0.011715,0.015854
Initialization: 10.959000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.143000
Kernel 1: 0.024000
Kernel 2: 82.375000
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.003446 0.684211 fi:0.492588. Ave ac:0.010208,0.014494
Initialization: 5.715000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.576000
Kernel 1: 0.023000
Kernel 2: 83.206001
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.004771 0.720000 fi:0.441835. Ave ac:0.010423,0.012916
Initialization: 5.707000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.550000
Kernel 1: 0.023000
Kernel 2: 81.818001
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.007421 0.777778 fi:0.417725. Ave ac:0.009907,0.013998
MDL Theory Length Weight: 3.9462854539 (10)
Initialization: 5.762000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.518000
Kernel 1: 0.023000
Kernel 2: 81.094002
Copyback: 0.017000
Sum: 0.026000
It 26,Best ac:0.003446 0.684211 fi:0.462147. Ave ac:0.009531,0.011646
Initialization: 5.755000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.502000
Kernel 1: 0.023000
Kernel 2: 79.967003
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.004506 0.680000 fi:0.495774. Ave ac:0.009184,0.011830
Initialization: 5.803000
Memcpy Classifiers: 0.398000
Memcpy Instances: 8.042000
Kernel 1: 0.022000
Kernel 2: 79.182999
Copyback: 0.016000
Sum: 0.026000
It 28,Best ac:0.004771 0.750000 fi:0.423666. Ave ac:0.009830,0.014003
Initialization: 5.603000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.594000
Kernel 1: 0.023000
Kernel 2: 80.129997
Copyback: 0.371000
Sum: 0.024000
It 29,Best ac:0.003446 0.764706 fi:0.399145. Ave ac:0.009591,0.010405
Initialization: 5.687000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.998000
Kernel 1: 0.023000
Kernel 2: 81.820999
Copyback: 0.017000
Sum: 0.024000
It 30,Best ac:0.004506 0.586207 fi:0.553610. Ave ac:0.007791,0.011220
Initialization: 5.645000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.583000
Kernel 1: 0.023000
Kernel 2: 80.707001
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.003976 0.750000 fi:0.418841. Ave ac:0.010927,0.014682
Initialization: 5.693000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.508000
Kernel 1: 0.024000
Kernel 2: 79.731003
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.003711 0.700000 fi:0.493926. Ave ac:0.009413,0.011126
Initialization: 6.337000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.554000
Kernel 1: 0.024000
Kernel 2: 80.563004
Copyback: 0.020000
Sum: 0.024000
It 33,Best ac:0.003711 0.700000 fi:0.462039. Ave ac:0.010821,0.013592
Initialization: 31.108999
Memcpy Instances: 372.082001
Memcpy Classifiers: 0.069000
Kernel 1: 0.026000
Kernel 2: 549.809998
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 525.770020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 555.892029
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 571.703003
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 553.361023
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 555.554993
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 586.861023
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 551.109009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 470.634003
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.005428 0.534447 fi:0.652314. Ave ac:0.009770,0.029387
Best acc 0.005428 0.534447
Rule:Att PSSM_-4_7 is [>-5.842104]|Att PSSM_-3_4 is [-7.382340,-0.617660]|Att PSSM_-2_7 is [<5.213713]|Att PSSM_-1_3 is [<-0.140383]|Att PSSM_0_4 is [<-1.603559]|Att PSSM_0_12 is [-6.670717,-2.512830]|Att PSSM_1_14 is [-2.547873,5.850197]|Att PSSM_4_6 is [-5.184086,-0.815914]|Att PSSM_4_12 is [-6.489221,7.458343]|1
Accuracy : 0.785205
0	1	
150207	13873	
36526	34032	
Removed 1916 instances. 186733 Instances left. Acc of rule 0.005428-0.534447
Initialization: 5.932000
Memcpy Classifiers: 0.530000
Memcpy Instances: 7.482000
Kernel 1: 0.024000
Kernel 2: 91.739998
Copyback: 0.018000
Sum: 0.045000
Initial population average accuracy1:0.005096 accuracy2:0.203870
Initialization: 6.045000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.476000
Kernel 1: 0.023000
Kernel 2: 97.765999
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.003213 0.571429 fi:0.540016. Ave ac:0.008922,0.012463
Initialization: 5.687000
Memcpy Classifiers: 0.503000
Memcpy Instances: 7.442000
Kernel 1: 0.025000
Kernel 2: 98.987000
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.002945 0.523810 fi:0.660566. Ave ac:0.010613,0.012434
Initialization: 5.735000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.462000
Kernel 1: 0.024000
Kernel 2: 97.707001
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.002945 0.785714 fi:0.399777. Ave ac:0.009734,0.012254
Initialization: 5.632000
Memcpy Classifiers: 0.505000
Memcpy Instances: 7.471000
Kernel 1: 0.024000
Kernel 2: 96.612000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.004821 0.562500 fi:0.536683. Ave ac:0.010469,0.011182
Initialization: 6.288000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.482000
Kernel 1: 0.023000
Kernel 2: 95.773003
Copyback: 0.016000
Sum: 0.032000
It 4,Best ac:0.006426 0.600000 fi:0.498352. Ave ac:0.011070,0.011436
Initialization: 5.648000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.455000
Kernel 1: 0.024000
Kernel 2: 95.698997
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.007499 0.538462 fi:0.559329. Ave ac:0.010715,0.011936
Initialization: 6.779000
Memcpy Classifiers: 0.436000
Memcpy Instances: 7.470000
Kernel 1: 0.023000
Kernel 2: 96.387001
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.004552 0.607143 fi:0.492180. Ave ac:0.010420,0.010612
Initialization: 5.732000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.417000
Kernel 1: 0.024000
Kernel 2: 95.427002
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003213 0.705882 fi:0.405563. Ave ac:0.009638,0.010327
Initialization: 5.773000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.476000
Kernel 1: 0.024000
Kernel 2: 95.155998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.003214 0.750000 fi:0.360228. Ave ac:0.009658,0.009883
Initialization: 5.792000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.473000
Kernel 1: 0.023000
Kernel 2: 93.963997
Copyback: 0.020000
Sum: 0.035000
It 9,Best ac:0.005355 0.769231 fi:0.329678. Ave ac:0.009966,0.009316
Iteration 10:MDL fitness activated
Error 0.329678 TL 0.022594
MDL Theory Length Weight: 4.8639031939 (1)
Initialization: 5.679000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.477000
Kernel 1: 0.023000
Kernel 2: 91.540001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.006695 0.625000 fi:0.652220. Ave ac:0.010811,0.010522
Initialization: 5.683000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.421000
Kernel 1: 0.023000
Kernel 2: 89.762001
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.002945 0.785714 fi:0.552561. Ave ac:0.012259,0.011762
Initialization: 5.680000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.494000
Kernel 1: 0.022000
Kernel 2: 86.811996
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.005356 0.714286 fi:0.485580. Ave ac:0.011889,0.011573
Initialization: 5.727000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.821000
Kernel 1: 0.022000
Kernel 2: 83.887001
Copyback: 0.017000
Sum: 0.036000
It 13,Best ac:0.003214 0.705882 fi:0.509372. Ave ac:0.008779,0.009311
Initialization: 5.736000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.882000
Kernel 1: 0.022000
Kernel 2: 81.845001
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.003481 0.684211 fi:0.495987. Ave ac:0.009655,0.008633
Initialization: 5.699000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.509000
Kernel 1: 0.023000
Kernel 2: 78.308998
Copyback: 0.017000
Sum: 0.038000
It 15,Best ac:0.004553 0.653846 fi:0.561277. Ave ac:0.008979,0.009936
Initialization: 5.691000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.453000
Kernel 1: 0.022000
Kernel 2: 77.508003
Copyback: 0.017000
Sum: 0.035000
It 16,Best ac:0.004017 0.652174 fi:0.545904. Ave ac:0.008568,0.009383
Initialization: 5.720000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.437000
Kernel 1: 0.023000
Kernel 2: 76.175003
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.004285 0.695652 fi:0.469832. Ave ac:0.008185,0.008646
Initialization: 5.718000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.502000
Kernel 1: 0.021000
Kernel 2: 74.803001
Copyback: 0.016000
Sum: 0.032000
It 18,Best ac:0.003748 0.700000 fi:0.495360. Ave ac:0.008904,0.011412
Initialization: 5.774000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.454000
Kernel 1: 0.022000
Kernel 2: 71.225998
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.004552 0.708333 fi:0.488759. Ave ac:0.009613,0.011437
Initialization: 5.689000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.500000
Kernel 1: 0.023000
Kernel 2: 72.886002
Copyback: 0.016000
Sum: 0.028000
It 20,Best ac:0.003481 0.650000 fi:0.559775. Ave ac:0.008697,0.012729
Initialization: 5.666000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.769000
Kernel 1: 0.022000
Kernel 2: 72.436996
Copyback: 0.016000
Sum: 0.023000
It 21,Best ac:0.005890 0.564103 fi:0.632338. Ave ac:0.010727,0.013849
Initialization: 5.726000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.616000
Kernel 1: 0.023000
Kernel 2: 70.216003
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.004016 0.750000 fi:0.429917. Ave ac:0.012374,0.013580
Initialization: 5.812000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.435000
Kernel 1: 0.023000
Kernel 2: 70.689003
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.003214 0.750000 fi:0.469036. Ave ac:0.010895,0.017193
Initialization: 5.687000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.418000
Kernel 1: 0.024000
Kernel 2: 68.969002
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.003749 0.700000 fi:0.447063. Ave ac:0.014892,0.021679
Initialization: 5.736000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.967000
Kernel 1: 0.023000
Kernel 2: 69.500000
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003748 0.736842 fi:0.411706. Ave ac:0.016338,0.027818
Initialization: 5.677000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.413000
Kernel 1: 0.024000
Kernel 2: 69.129997
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.003214 0.705882 fi:0.456799. Ave ac:0.012828,0.025193
Initialization: 5.779000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.419000
Kernel 1: 0.023000
Kernel 2: 67.936996
Copyback: 0.017000
Sum: 0.020000
It 27,Best ac:0.003482 0.764706 fi:0.384135. Ave ac:0.012668,0.022169
Initialization: 5.745000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.427000
Kernel 1: 0.023000
Kernel 2: 66.669998
Copyback: 0.016000
Sum: 0.021000
It 28,Best ac:0.002678 0.909091 fi:0.436998. Ave ac:0.012213,0.020875
Initialization: 5.766000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.431000
Kernel 1: 0.024000
Kernel 2: 66.174004
Copyback: 0.016000
Sum: 0.023000
It 29,Best ac:0.008838 0.622642 fi:0.518610. Ave ac:0.010854,0.016241
Initialization: 5.636000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.522000
Kernel 1: 0.024000
Kernel 2: 67.401001
Copyback: 0.017000
Sum: 0.020000
It 30,Best ac:0.003213 0.705882 fi:0.558346. Ave ac:0.014702,0.025296
Initialization: 5.662000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.592000
Kernel 1: 0.023000
Kernel 2: 65.163002
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003213 0.705882 fi:0.474481. Ave ac:0.010660,0.017444
Initialization: 5.728000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.581000
Kernel 1: 0.023000
Kernel 2: 66.522003
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.004552 0.772727 fi:0.388819. Ave ac:0.013274,0.022286
Initialization: 5.716000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.439000
Kernel 1: 0.023000
Kernel 2: 65.681999
Copyback: 0.016000
Sum: 0.024000
It 33,Best ac:0.004017 0.789474 fi:0.377461. Ave ac:0.012466,0.018567
Initialization: 29.497000
Memcpy Instances: 372.266998
Memcpy Classifiers: 0.064000
Kernel 1: 0.025000
Kernel 2: 473.179993
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.058000
Kernel 1: 0.014000
Kernel 2: 476.149994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 469.828003
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 493.983002
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 487.781006
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 477.670990
Copyback: 0.021000
Sum: 0.008000
Memcpy Classifiers: 0.065000
Kernel 1: 0.021000
Kernel 2: 471.436005
Copyback: 0.019000
Sum: 0.003000
Memcpy Classifiers: 0.064000
Kernel 1: 0.017000
Kernel 2: 474.933990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.057000
Kernel 1: 0.015000
Kernel 2: 384.907990
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.054297 0.470182 fi:0.670367. Ave ac:0.010485,0.032981
Best acc 0.054297 0.470182
Initialization: 5.884000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.450000
Kernel 1: 0.023000
Kernel 2: 92.758003
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.004921 accuracy2:0.190516
Initialization: 5.669000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.426000
Kernel 1: 0.024000
Kernel 2: 99.497002
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.003481 0.433333 fi:0.666547. Ave ac:0.008524,0.010192
Initialization: 5.801000
Memcpy Classifiers: 0.481000
Memcpy Instances: 7.417000
Kernel 1: 0.023000
Kernel 2: 101.155998
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.008034 0.441176 fi:0.656335. Ave ac:0.010720,0.011758
Initialization: 5.633000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.523000
Kernel 1: 0.022000
Kernel 2: 100.672997
Copyback: 0.025000
Sum: 0.031000
It 2,Best ac:0.002945 0.523810 fi:0.661682. Ave ac:0.012230,0.013174
Initialization: 5.740000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.503000
Kernel 1: 0.023000
Kernel 2: 97.468002
Copyback: 0.023000
Sum: 0.031000
It 3,Best ac:0.003214 0.705882 fi:0.404346. Ave ac:0.011470,0.014036
Initialization: 5.667000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.424000
Kernel 1: 0.025000
Kernel 2: 96.345001
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.002677 0.769231 fi:0.490307. Ave ac:0.011219,0.012387
Initialization: 6.111000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.431000
Kernel 1: 0.023000
Kernel 2: 96.334999
Copyback: 0.022000
Sum: 0.031000
It 5,Best ac:0.010710 0.606061 fi:0.490066. Ave ac:0.011172,0.012812
Initialization: 9.079000
Memcpy Classifiers: 0.442000
Memcpy Instances: 8.364000
Kernel 1: 0.022000
Kernel 2: 93.900002
Copyback: 0.018000
Sum: 0.035000
It 6,Best ac:0.006963 0.619048 fi:0.479021. Ave ac:0.009426,0.009731
Initialization: 5.912000
Memcpy Classifiers: 1.431000
Memcpy Instances: 7.760000
Kernel 1: 0.022000
Kernel 2: 92.708000
Copyback: 0.023000
Sum: 0.034000
It 7,Best ac:0.004552 0.653846 fi:0.445477. Ave ac:0.009450,0.010165
Initialization: 6.223000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.609000
Kernel 1: 0.023000
Kernel 2: 91.622002
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.006693 0.609756 fi:0.488457. Ave ac:0.009166,0.010265
Initialization: 5.795000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.628000
Kernel 1: 0.023000
Kernel 2: 90.172997
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003213 0.705882 fi:0.405563. Ave ac:0.009560,0.009677
Iteration 10:MDL fitness activated
Error 0.405563 TL 0.044552
MDL Theory Length Weight: 3.0343520582 (7)
Initialization: 5.660000
Memcpy Classifiers: 0.419000
Memcpy Instances: 7.557000
Kernel 1: 0.024000
Kernel 2: 86.132004
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.003213 0.705882 fi:0.503006. Ave ac:0.009486,0.010328
Initialization: 5.645000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.448000
Kernel 1: 0.022000
Kernel 2: 83.846001
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.002677 0.714286 fi:0.607597. Ave ac:0.009560,0.011125
Initialization: 6.840000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.477000
Kernel 1: 0.023000
Kernel 2: 84.823997
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.005087 0.633333 fi:0.561638. Ave ac:0.011689,0.013017
Initialization: 5.902000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.454000
Kernel 1: 0.023000
Kernel 2: 83.577003
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.003482 0.764706 fi:0.423160. Ave ac:0.010618,0.010228
Initialization: 6.584000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.543000
Kernel 1: 0.023000
Kernel 2: 83.521004
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.003748 0.700000 fi:0.495664. Ave ac:0.009761,0.011365
Initialization: 5.650000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.470000
Kernel 1: 0.023000
Kernel 2: 85.305000
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.004552 0.680000 fi:0.478539. Ave ac:0.011499,0.012561
Initialization: 6.085000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.467000
Kernel 1: 0.023000
Kernel 2: 82.832001
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.004017 0.681818 fi:0.472530. Ave ac:0.010767,0.009871
Initialization: 5.672000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.535000
Kernel 1: 0.023000
Kernel 2: 84.582001
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.003213 0.750000 fi:0.437792. Ave ac:0.010235,0.009361
Initialization: 5.723000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.412000
Kernel 1: 0.024000
Kernel 2: 82.733002
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.003214 0.666667 fi:0.503379. Ave ac:0.007683,0.007143
Initialization: 5.837000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.475000
Kernel 1: 0.023000
Kernel 2: 78.959999
Copyback: 0.017000
Sum: 0.034000
It 19,Best ac:0.008302 0.738095 fi:0.420911. Ave ac:0.008976,0.008209
Initialization: 5.673000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.451000
Kernel 1: 0.024000
Kernel 2: 79.981003
Copyback: 0.017000
Sum: 0.036000
It 20,Best ac:0.003481 0.722222 fi:0.471958. Ave ac:0.010207,0.009535
Initialization: 5.713000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.941000
Kernel 1: 0.022000
Kernel 2: 80.667999
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.004552 0.739130 fi:0.445227. Ave ac:0.008613,0.008041
Initialization: 5.607000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.538000
Kernel 1: 0.023000
Kernel 2: 81.107002
Copyback: 0.017000
Sum: 0.028000
It 22,Best ac:0.004017 0.750000 fi:0.437861. Ave ac:0.007998,0.006948
Initialization: 5.786000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.489000
Kernel 1: 0.024000
Kernel 2: 77.492996
Copyback: 0.021000
Sum: 0.035000
It 23,Best ac:0.006961 0.742857 fi:0.443467. Ave ac:0.007953,0.006444
Initialization: 5.655000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.511000
Kernel 1: 0.022000
Kernel 2: 77.454002
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.004552 0.653846 fi:0.523627. Ave ac:0.006399,0.006968
Initialization: 6.131000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.470000
Kernel 1: 0.023000
Kernel 2: 76.130997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.005622 0.700000 fi:0.494276. Ave ac:0.007682,0.006879
Initialization: 6.914000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.436000
Kernel 1: 0.023000
Kernel 2: 78.759003
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.002677 0.909091 fi:0.425241. Ave ac:0.007978,0.006891
Initialization: 5.660000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.434000
Kernel 1: 0.023000
Kernel 2: 77.374001
Copyback: 0.017000
Sum: 0.032000
It 27,Best ac:0.002946 0.785714 fi:0.458051. Ave ac:0.006672,0.005608
Initialization: 5.653000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.474000
Kernel 1: 0.023000
Kernel 2: 76.047997
Copyback: 0.017000
Sum: 0.027000
It 28,Best ac:0.003482 0.722222 fi:0.445221. Ave ac:0.006168,0.005081
MDL Theory Length Weight: 2.7309168524 (10)
Initialization: 5.641000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.436000
Kernel 1: 0.024000
Kernel 2: 74.707001
Copyback: 0.017000
Sum: 0.033000
It 29,Best ac:0.007499 0.666667 fi:0.492038. Ave ac:0.006844,0.006215
Initialization: 5.706000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.426000
Kernel 1: 0.023000
Kernel 2: 74.167000
Copyback: 0.372000
Sum: 0.030000
It 30,Best ac:0.004016 0.714286 fi:0.446735. Ave ac:0.005601,0.006426
Initialization: 5.699000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.594000
Kernel 1: 0.023000
Kernel 2: 77.896004
Copyback: 0.016000
Sum: 0.034000
It 31,Best ac:0.003481 0.722222 fi:0.456847. Ave ac:0.007175,0.006138
Initialization: 5.686000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.899000
Kernel 1: 0.024000
Kernel 2: 79.336998
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.003481 0.619048 fi:0.532300. Ave ac:0.006690,0.006165
Initialization: 5.700000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.809000
Kernel 1: 0.023000
Kernel 2: 78.069000
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.003749 0.823529 fi:0.351079. Ave ac:0.009184,0.008046
Initialization: 31.478001
Memcpy Instances: 370.205994
Memcpy Classifiers: 0.076000
Kernel 1: 0.024000
Kernel 2: 543.533997
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 544.757019
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 545.403992
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 539.216980
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 542.797974
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 560.572998
Copyback: 0.018000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 557.215027
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 557.862976
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 404.213989
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003561 0.542414 fi:0.618841. Ave ac:0.008791,0.025618
Best acc 0.003561 0.542414
Rule:Att PSSM_-4_12 is [<-0.184979]|Att PSSM_-3_3 is [<7.766162]|Att PSSM_0_12 is [<-2.811668]|Att PSSM_1_10 is [-3.091475,6.086179]|Att PSSM_1_14 is [-3.346880,6.264649]|Att PSSM_2_3 is [<1.315309]|Att PSSM_2_7 is [<-0.538584]|Att PSSM_3_12 is [-4.500932,-2.513996]|1
Accuracy : 0.785649
0	1	
149646	14434	
35861	34697	
Removed 1226 instances. 185507 Instances left. Acc of rule 0.003561-0.542414
Initialization: 5.825000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.363000
Kernel 1: 0.024000
Kernel 2: 91.934998
Copyback: 0.018000
Sum: 0.042000
Initial population average accuracy1:0.004679 accuracy2:0.194394
Initialization: 5.668000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.845000
Kernel 1: 0.023000
Kernel 2: 99.163002
Copyback: 0.017000
Sum: 0.047000
It 0,Best ac:0.003235 0.428571 fi:0.671417. Ave ac:0.008908,0.012958
Initialization: 5.643000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.362000
Kernel 1: 0.024000
Kernel 2: 98.907997
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004850 0.562500 fi:0.536641. Ave ac:0.011975,0.015755
Initialization: 5.659000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.550000
Kernel 1: 0.023000
Kernel 2: 99.750000
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003235 0.631579 fi:0.468410. Ave ac:0.010798,0.013693
Initialization: 5.657000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.844000
Kernel 1: 0.023000
Kernel 2: 101.037003
Copyback: 0.018000
Sum: 0.035000
It 3,Best ac:0.005660 0.552632 fi:0.546081. Ave ac:0.012113,0.013552
Initialization: 5.564000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.378000
Kernel 1: 0.030000
Kernel 2: 99.632004
Copyback: 0.016000
Sum: 0.030000
It 4,Best ac:0.004043 0.681818 fi:0.417745. Ave ac:0.010886,0.012787
Initialization: 5.684000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.375000
Kernel 1: 0.024000
Kernel 2: 95.257004
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.004312 0.640000 fi:0.459425. Ave ac:0.009894,0.013183
Initialization: 5.681000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.879000
Kernel 1: 0.024000
Kernel 2: 93.122002
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.003235 0.666667 fi:0.433322. Ave ac:0.010722,0.011572
Initialization: 5.685000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.512000
Kernel 1: 0.023000
Kernel 2: 90.843002
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003234 0.631579 fi:0.468412. Ave ac:0.009705,0.010185
Initialization: 6.208000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.379000
Kernel 1: 0.024000
Kernel 2: 86.577003
Copyback: 0.017000
Sum: 0.035000
It 8,Best ac:0.004313 0.666667 fi:0.432755. Ave ac:0.009957,0.011236
Initialization: 5.567000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.452000
Kernel 1: 0.023000
Kernel 2: 86.725998
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.003235 0.571429 fi:0.528560. Ave ac:0.008831,0.010387
Iteration 10:MDL fitness activated
Error 0.528560 TL 0.024503
MDL Theory Length Weight: 7.1904059318 (6)
Initialization: 5.647000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.430000
Kernel 1: 0.023000
Kernel 2: 89.386002
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.003774 0.666667 fi:0.635362. Ave ac:0.010644,0.012215
Initialization: 5.654000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.392000
Kernel 1: 0.024000
Kernel 2: 86.429001
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.008086 0.600000 fi:0.592751. Ave ac:0.016213,0.020969
Initialization: 5.691000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.899000
Kernel 1: 0.023000
Kernel 2: 83.086998
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.005660 0.500000 fi:0.672850. Ave ac:0.012478,0.018583
Initialization: 5.800000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.379000
Kernel 1: 0.024000
Kernel 2: 77.473999
Copyback: 0.017000
Sum: 0.021000
It 13,Best ac:0.004043 0.576923 fi:0.616615. Ave ac:0.023041,0.029957
Initialization: 5.704000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.410000
Kernel 1: 0.024000
Kernel 2: 74.972000
Copyback: 0.016000
Sum: 0.022000
It 14,Best ac:0.005930 0.666667 fi:0.511786. Ave ac:0.024121,0.029144
Initialization: 5.673000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.484000
Kernel 1: 0.022000
Kernel 2: 73.259003
Copyback: 0.017000
Sum: 0.022000
It 15,Best ac:0.003235 0.666667 fi:0.587325. Ave ac:0.016206,0.023551
Initialization: 5.689000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.434000
Kernel 1: 0.023000
Kernel 2: 70.008003
Copyback: 0.017000
Sum: 0.021000
It 16,Best ac:0.005391 0.666667 fi:0.488038. Ave ac:0.019004,0.025068
Initialization: 5.687000
Memcpy Classifiers: 0.273000
Memcpy Instances: 7.430000
Kernel 1: 0.029000
Kernel 2: 70.831001
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.004852 0.562500 fi:0.621618. Ave ac:0.013949,0.025738
Initialization: 5.708000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.444000
Kernel 1: 0.023000
Kernel 2: 69.661003
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.004312 0.727273 fi:0.444116. Ave ac:0.015721,0.024353
Initialization: 5.706000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.445000
Kernel 1: 0.023000
Kernel 2: 67.025002
Copyback: 0.017000
Sum: 0.021000
It 19,Best ac:0.004312 0.640000 fi:0.553399. Ave ac:0.014729,0.026540
Initialization: 5.545000
Memcpy Classifiers: 0.203000
Memcpy Instances: 7.382000
Kernel 1: 0.024000
Kernel 2: 70.553001
Copyback: 0.016000
Sum: 0.020000
It 20,Best ac:0.003235 0.750000 fi:0.426125. Ave ac:0.018114,0.029747
Initialization: 5.646000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.423000
Kernel 1: 0.024000
Kernel 2: 64.794998
Copyback: 0.017000
Sum: 0.019000
It 21,Best ac:0.002966 0.687500 fi:0.542677. Ave ac:0.018310,0.034515
Initialization: 5.805000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.414000
Kernel 1: 0.023000
Kernel 2: 66.525002
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003504 0.650000 fi:0.518596. Ave ac:0.014021,0.026703
Initialization: 5.706000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.372000
Kernel 1: 0.023000
Kernel 2: 67.934998
Copyback: 0.017000
Sum: 0.021000
It 23,Best ac:0.003774 0.666667 fi:0.501788. Ave ac:0.015187,0.028939
Initialization: 5.627000
Memcpy Classifiers: 0.233000
Memcpy Instances: 7.422000
Kernel 1: 0.024000
Kernel 2: 67.627998
Copyback: 0.016000
Sum: 0.020000
It 24,Best ac:0.003235 0.705882 fi:0.474921. Ave ac:0.009830,0.017080
Initialization: 5.723000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.411000
Kernel 1: 0.024000
Kernel 2: 68.191002
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.002965 0.916667 fi:0.335955. Ave ac:0.013382,0.023540
Initialization: 6.147000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.753000
Kernel 1: 0.023000
Kernel 2: 66.677002
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.002964 0.733333 fi:0.519271. Ave ac:0.008144,0.015610
Initialization: 5.812000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.371000
Kernel 1: 0.023000
Kernel 2: 69.096001
Copyback: 0.017000
Sum: 0.023000
It 27,Best ac:0.003235 0.666667 fi:0.543484. Ave ac:0.011665,0.021637
Initialization: 6.157000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.380000
Kernel 1: 0.023000
Kernel 2: 68.871002
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.003235 0.923077 fi:0.259741. Ave ac:0.011263,0.021881
Initialization: 6.019000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.373000
Kernel 1: 0.023000
Kernel 2: 69.602997
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003504 0.565217 fi:0.599905. Ave ac:0.007623,0.016557
Initialization: 6.102000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.377000
Kernel 1: 0.022000
Kernel 2: 67.370003
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.005660 0.538462 fi:0.615843. Ave ac:0.014684,0.029928
Initialization: 5.660000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.440000
Kernel 1: 0.024000
Kernel 2: 66.614998
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.002965 0.916667 fi:0.315136. Ave ac:0.025127,0.041699
Initialization: 5.727000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.464000
Kernel 1: 0.023000
Kernel 2: 67.914001
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003235 0.600000 fi:0.551106. Ave ac:0.013557,0.029441
Initialization: 5.742000
Memcpy Classifiers: 0.266000
Memcpy Instances: 7.657000
Kernel 1: 0.023000
Kernel 2: 62.256001
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.005392 0.625000 fi:0.539134. Ave ac:0.011868,0.022246
Initialization: 30.518000
Memcpy Instances: 365.686005
Memcpy Classifiers: 0.052000
Kernel 1: 0.023000
Kernel 2: 437.696014
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 436.234009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 436.811005
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.050000
Kernel 1: 0.013000
Kernel 2: 443.851990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 447.269989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 440.210999
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.050000
Kernel 1: 0.014000
Kernel 2: 447.661987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 457.859009
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 216.934006
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003477 0.515588 fi:0.635392. Ave ac:0.011549,0.036008
Best acc 0.003477 0.515588
Initialization: 5.690000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.374000
Kernel 1: 0.026000
Kernel 2: 95.494003
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.004852 accuracy2:0.195664
Initialization: 5.661000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.446000
Kernel 1: 0.023000
Kernel 2: 103.013000
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.004850 0.428571 fi:0.670570. Ave ac:0.009421,0.012753
Initialization: 5.710000
Memcpy Classifiers: 0.512000
Memcpy Instances: 8.595000
Kernel 1: 0.023000
Kernel 2: 106.799004
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.002965 0.523810 fi:0.645778. Ave ac:0.012229,0.014676
Initialization: 5.649000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.441000
Kernel 1: 0.023000
Kernel 2: 100.273003
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003774 0.583333 fi:0.516372. Ave ac:0.013067,0.015115
Initialization: 5.650000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.363000
Kernel 1: 0.023000
Kernel 2: 93.164001
Copyback: 0.017000
Sum: 0.033000
It 3,Best ac:0.003504 0.590909 fi:0.508938. Ave ac:0.011149,0.013485
Initialization: 5.653000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.358000
Kernel 1: 0.024000
Kernel 2: 92.323997
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.005660 0.552632 fi:0.546081. Ave ac:0.012328,0.015756
Initialization: 5.700000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.969000
Kernel 1: 0.022000
Kernel 2: 91.688004
Copyback: 0.016000
Sum: 0.027000
It 5,Best ac:0.002156 0.888889 fi:0.508016. Ave ac:0.011885,0.012641
Initialization: 5.580000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.438000
Kernel 1: 0.022000
Kernel 2: 93.269997
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.003504 0.619048 fi:0.480799. Ave ac:0.013235,0.015879
Initialization: 5.681000
Memcpy Classifiers: 0.385000
Memcpy Instances: 7.365000
Kernel 1: 0.023000
Kernel 2: 91.055000
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.007547 0.549020 fi:0.548700. Ave ac:0.011464,0.015900
Initialization: 5.642000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.364000
Kernel 1: 0.023000
Kernel 2: 93.475998
Copyback: 0.017000
Sum: 0.028000
It 8,Best ac:0.004043 0.714286 fi:0.385278. Ave ac:0.010823,0.010980
Initialization: 5.680000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.368000
Kernel 1: 0.024000
Kernel 2: 92.401001
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.003504 0.565217 fi:0.534630. Ave ac:0.010432,0.012273
Iteration 10:MDL fitness activated
Error 0.534630 TL 0.019558
MDL Theory Length Weight: 9.1118137159 (2)
Initialization: 5.865000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.423000
Kernel 1: 0.024000
Kernel 2: 91.148003
Copyback: 0.017000
Sum: 0.023000
It 10,Best ac:0.003504 0.590909 fi:0.678639. Ave ac:0.010180,0.012348
Initialization: 5.638000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.091000
Kernel 1: 0.023000
Kernel 2: 88.860001
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.003235 0.666667 fi:0.564163. Ave ac:0.013667,0.016734
Initialization: 5.688000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.373000
Kernel 1: 0.024000
Kernel 2: 81.484001
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.003504 0.590909 fi:0.622118. Ave ac:0.014756,0.019937
Initialization: 5.639000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.872000
Kernel 1: 0.023000
Kernel 2: 79.873001
Copyback: 0.016000
Sum: 0.020000
It 13,Best ac:0.004313 0.592593 fi:0.620009. Ave ac:0.020565,0.026919
Initialization: 5.653000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.369000
Kernel 1: 0.024000
Kernel 2: 74.803001
Copyback: 0.018000
Sum: 0.023000
It 14,Best ac:0.008358 0.645833 fi:0.598459. Ave ac:0.022574,0.032625
Initialization: 5.725000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.361000
Kernel 1: 0.023000
Kernel 2: 76.037003
Copyback: 0.017000
Sum: 0.020000
It 15,Best ac:0.006739 0.694444 fi:0.523503. Ave ac:0.022364,0.033747
Initialization: 5.708000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.713000
Kernel 1: 0.023000
Kernel 2: 73.230003
Copyback: 0.018000
Sum: 0.024000
It 16,Best ac:0.002965 0.647059 fi:0.680152. Ave ac:0.024618,0.040637
Initialization: 5.634000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.433000
Kernel 1: 0.023000
Kernel 2: 71.265999
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.004313 0.666667 fi:0.519432. Ave ac:0.031616,0.045842
Initialization: 5.700000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.427000
Kernel 1: 0.023000
Kernel 2: 69.021004
Copyback: 0.017000
Sum: 0.022000
It 18,Best ac:0.005930 0.666667 fi:0.559864. Ave ac:0.028885,0.042294
Initialization: 5.690000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.386000
Kernel 1: 0.023000
Kernel 2: 66.753998
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.003774 0.636364 fi:0.583144. Ave ac:0.033369,0.052434
Initialization: 5.681000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.883000
Kernel 1: 0.022000
Kernel 2: 63.394001
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.006201 0.534884 fi:0.652891. Ave ac:0.027893,0.047630
Initialization: 5.643000
Memcpy Classifiers: 0.199000
Memcpy Instances: 7.375000
Kernel 1: 0.024000
Kernel 2: 64.166000
Copyback: 0.018000
Sum: 0.021000
It 21,Best ac:0.004852 0.782609 fi:0.429710. Ave ac:0.038590,0.057226
Initialization: 5.691000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.360000
Kernel 1: 0.023000
Kernel 2: 65.106003
Copyback: 0.017000
Sum: 0.019000
It 22,Best ac:0.009976 0.627119 fi:0.543904. Ave ac:0.027768,0.047848
Initialization: 5.777000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.383000
Kernel 1: 0.024000
Kernel 2: 66.871002
Copyback: 0.018000
Sum: 0.022000
It 23,Best ac:0.004043 0.681818 fi:0.524631. Ave ac:0.031004,0.050233
Initialization: 5.660000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.393000
Kernel 1: 0.023000
Kernel 2: 65.364998
Copyback: 0.017000
Sum: 0.019000
It 24,Best ac:0.004852 0.782609 fi:0.434278. Ave ac:0.036166,0.052742
Initialization: 5.660000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.366000
Kernel 1: 0.024000
Kernel 2: 63.240002
Copyback: 0.017000
Sum: 0.020000
It 25,Best ac:0.018593 0.552000 fi:0.615549. Ave ac:0.034350,0.053602
Initialization: 6.115000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.843000
Kernel 1: 0.023000
Kernel 2: 63.269001
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.009701 0.600000 fi:0.571172. Ave ac:0.039247,0.057467
Initialization: 5.705000
Memcpy Classifiers: 0.171000
Memcpy Instances: 7.739000
Kernel 1: 0.023000
Kernel 2: 63.569000
Copyback: 0.017000
Sum: 0.019000
It 27,Best ac:0.008625 0.627451 fi:0.528738. Ave ac:0.039163,0.058170
Initialization: 5.741000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.379000
Kernel 1: 0.023000
Kernel 2: 62.265999
Copyback: 0.017000
Sum: 0.019000
It 28,Best ac:0.004850 0.600000 fi:0.565429. Ave ac:0.037024,0.054869
Initialization: 5.648000
Memcpy Classifiers: 0.152000
Memcpy Instances: 7.400000
Kernel 1: 0.023000
Kernel 2: 63.039001
Copyback: 0.017000
Sum: 0.019000
It 29,Best ac:0.003774 0.700000 fi:0.473306. Ave ac:0.040592,0.058577
Initialization: 5.662000
Memcpy Classifiers: 0.170000
Memcpy Instances: 7.364000
Kernel 1: 0.024000
Kernel 2: 64.176003
Copyback: 0.017000
Sum: 0.018000
It 30,Best ac:0.003504 0.722222 fi:0.468957. Ave ac:0.035900,0.056669
MDL Theory Length Weight: 8.2006323443 (10)
Initialization: 6.146000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.424000
Kernel 1: 0.024000
Kernel 2: 64.193001
Copyback: 0.016000
Sum: 0.021000
It 31,Best ac:0.005391 0.625000 fi:0.560601. Ave ac:0.032182,0.052059
Initialization: 5.678000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.857000
Kernel 1: 0.023000
Kernel 2: 63.410000
Copyback: 0.017000
Sum: 0.020000
It 32,Best ac:0.003234 0.600000 fi:0.560677. Ave ac:0.031424,0.053865
Initialization: 5.891000
Memcpy Classifiers: 0.170000
Memcpy Instances: 7.828000
Kernel 1: 0.023000
Kernel 2: 61.819000
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.002156 1.000000 fi:0.467454. Ave ac:0.034882,0.057584
Initialization: 30.712000
Memcpy Instances: 365.789001
Memcpy Classifiers: 0.051000
Kernel 1: 0.026000
Kernel 2: 434.674988
Copyback: 0.370000
Sum: 0.013000
Memcpy Classifiers: 0.049000
Kernel 1: 0.013000
Kernel 2: 437.734009
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.014000
Kernel 2: 440.040009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 447.871002
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 438.523987
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 447.674011
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 430.238007
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 436.717987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.051000
Kernel 1: 0.014000
Kernel 2: 214.177994
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.055259 0.456066 fi:0.678962. Ave ac:0.026988,0.089425
Best acc 0.055259 0.456066
Rule:Att PSSM_0_12 is [<-3.779754]|Att PSSM_0_20 is [<6.071748]|Att PSSM_1_18 is [>0.988372]|1
Accuracy : 0.785815
0	1	
149040	15040	
35216	35342	
Removed 1251 instances. 184256 Instances left. Acc of rule 0.003477-0.515588
Initialization: 5.705000
Memcpy Classifiers: 0.564000
Memcpy Instances: 7.369000
Kernel 1: 0.026000
Kernel 2: 92.781998
Copyback: 0.018000
Sum: 0.054000
Initial population average accuracy1:0.004474 accuracy2:0.187918
Initialization: 5.747000
Memcpy Classifiers: 0.519000
Memcpy Instances: 7.367000
Kernel 1: 0.023000
Kernel 2: 97.087997
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.004071 0.416667 fi:0.682857. Ave ac:0.007959,0.010710
Initialization: 5.833000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.338000
Kernel 1: 0.024000
Kernel 2: 97.828003
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.004343 0.457143 fi:0.642237. Ave ac:0.010526,0.013206
Initialization: 5.717000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.531000
Kernel 1: 0.023000
Kernel 2: 101.209999
Copyback: 0.023000
Sum: 0.038000
It 2,Best ac:0.008141 0.555556 fi:0.541808. Ave ac:0.010880,0.013086
Initialization: 5.647000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.343000
Kernel 1: 0.023000
Kernel 2: 100.108002
Copyback: 0.021000
Sum: 0.036000
It 3,Best ac:0.002171 0.800000 fi:0.584911. Ave ac:0.009893,0.012525
Initialization: 5.675000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.336000
Kernel 1: 0.023000
Kernel 2: 101.841003
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.005699 0.466667 fi:0.631991. Ave ac:0.009570,0.010405
Initialization: 5.720000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.327000
Kernel 1: 0.024000
Kernel 2: 106.250999
Copyback: 0.017000
Sum: 0.035000
It 5,Best ac:0.006784 0.641026 fi:0.457054. Ave ac:0.008753,0.009345
Initialization: 5.825000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.417000
Kernel 1: 0.023000
Kernel 2: 105.546997
Copyback: 0.017000
Sum: 0.034000
It 6,Best ac:0.004341 0.592593 fi:0.506790. Ave ac:0.009106,0.008635
Initialization: 5.641000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.503000
Kernel 1: 0.024000
Kernel 2: 105.921997
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.005427 0.571429 fi:0.527373. Ave ac:0.007924,0.008091
Initialization: 5.828000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.381000
Kernel 1: 0.022000
Kernel 2: 101.205002
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.005156 0.703704 fi:0.395243. Ave ac:0.010274,0.010693
Initialization: 5.699000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.502000
Kernel 1: 0.021000
Kernel 2: 96.407997
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.004615 0.708333 fi:0.390902. Ave ac:0.008851,0.009472
Iteration 10:MDL fitness activated
Error 0.390902 TL 0.035432
MDL Theory Length Weight: 3.6775121079 (1)
Initialization: 5.771000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.516000
Kernel 1: 0.023000
Kernel 2: 93.059998
Copyback: 0.018000
Sum: 0.032000
It 10,Best ac:0.003256 0.571429 fi:0.669160. Ave ac:0.007512,0.008133
Initialization: 6.145000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.862000
Kernel 1: 0.021000
Kernel 2: 88.695999
Copyback: 0.017000
Sum: 0.036000
It 11,Best ac:0.005157 0.760000 fi:0.450729. Ave ac:0.008850,0.010157
Initialization: 5.643000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.327000
Kernel 1: 0.024000
Kernel 2: 86.884003
Copyback: 0.017000
Sum: 0.037000
It 12,Best ac:0.005156 0.678571 fi:0.529395. Ave ac:0.011413,0.013748
Initialization: 5.628000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.893000
Kernel 1: 0.022000
Kernel 2: 88.016998
Copyback: 0.016000
Sum: 0.032000
It 13,Best ac:0.003798 0.736842 fi:0.448084. Ave ac:0.007943,0.010180
Initialization: 5.606000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.320000
Kernel 1: 0.024000
Kernel 2: 85.199997
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.003256 0.750000 fi:0.428193. Ave ac:0.006239,0.006178
Initialization: 6.600000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.587000
Kernel 1: 0.022000
Kernel 2: 84.101997
Copyback: 0.371000
Sum: 0.031000
It 15,Best ac:0.004613 0.680000 fi:0.518355. Ave ac:0.005769,0.006709
Initialization: 5.717000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.349000
Kernel 1: 0.023000
Kernel 2: 83.773003
Copyback: 0.017000
Sum: 0.031000
It 16,Best ac:0.004885 0.642857 fi:0.569087. Ave ac:0.005495,0.007164
Initialization: 5.576000
Memcpy Classifiers: 0.355000
Memcpy Instances: 7.442000
Kernel 1: 0.023000
Kernel 2: 84.364998
Copyback: 0.017000
Sum: 0.034000
It 17,Best ac:0.003256 0.631579 fi:0.554070. Ave ac:0.007125,0.009159
Initialization: 5.621000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.386000
Kernel 1: 0.023000
Kernel 2: 84.580002
Copyback: 0.016000
Sum: 0.035000
It 18,Best ac:0.003798 0.666667 fi:0.527615. Ave ac:0.008741,0.010664
Initialization: 5.643000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.337000
Kernel 1: 0.024000
Kernel 2: 82.217003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.004613 0.653846 fi:0.529873. Ave ac:0.007593,0.011812
Initialization: 5.639000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.775000
Kernel 1: 0.023000
Kernel 2: 82.949997
Copyback: 0.017000
Sum: 0.031000
It 20,Best ac:0.002985 0.687500 fi:0.529726. Ave ac:0.011089,0.014418
Initialization: 5.728000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.331000
Kernel 1: 0.022000
Kernel 2: 82.580002
Copyback: 0.020000
Sum: 0.031000
It 21,Best ac:0.004341 0.800000 fi:0.376323. Ave ac:0.011844,0.015385
Initialization: 5.693000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.322000
Kernel 1: 0.024000
Kernel 2: 83.653999
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.005697 0.600000 fi:0.595066. Ave ac:0.012273,0.019640
Initialization: 6.089000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.354000
Kernel 1: 0.023000
Kernel 2: 80.042000
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.004612 0.629630 fi:0.550923. Ave ac:0.010029,0.017545
Initialization: 5.626000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.315000
Kernel 1: 0.024000
Kernel 2: 79.311996
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.003256 0.600000 fi:0.585651. Ave ac:0.011115,0.013237
Initialization: 5.616000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.425000
Kernel 1: 0.024000
Kernel 2: 76.783997
Copyback: 0.017000
Sum: 0.026000
It 25,Best ac:0.003256 0.631579 fi:0.557511. Ave ac:0.011952,0.015259
Initialization: 5.638000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.400000
Kernel 1: 0.023000
Kernel 2: 75.731003
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.007327 0.658537 fi:0.482450. Ave ac:0.016185,0.017905
Initialization: 5.605000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.797000
Kernel 1: 0.023000
Kernel 2: 75.680000
Copyback: 0.018000
Sum: 0.022000
It 27,Best ac:0.003256 0.600000 fi:0.589836. Ave ac:0.017426,0.022975
Initialization: 5.675000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.395000
Kernel 1: 0.024000
Kernel 2: 75.176003
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.003799 0.608696 fi:0.580103. Ave ac:0.017871,0.022660
Initialization: 5.700000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.408000
Kernel 1: 0.023000
Kernel 2: 72.487000
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.004342 0.666667 fi:0.545569. Ave ac:0.015269,0.019629
Initialization: 5.712000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.435000
Kernel 1: 0.023000
Kernel 2: 71.250000
Copyback: 0.018000
Sum: 0.023000
It 30,Best ac:0.005157 0.655172 fi:0.503765. Ave ac:0.016491,0.019002
MDL Theory Length Weight: 3.3097608971 (10)
Initialization: 5.718000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.874000
Kernel 1: 0.023000
Kernel 2: 71.598999
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.003527 0.650000 fi:0.484084. Ave ac:0.018570,0.023056
Initialization: 5.821000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.940000
Kernel 1: 0.023000
Kernel 2: 72.874001
Copyback: 0.018000
Sum: 0.022000
It 32,Best ac:0.004613 0.739130 fi:0.410817. Ave ac:0.015537,0.021924
Initialization: 5.653000
Memcpy Classifiers: 0.382000
Memcpy Instances: 7.480000
Kernel 1: 0.022000
Kernel 2: 73.221001
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.003799 0.736842 fi:0.413343. Ave ac:0.015831,0.022975
Initialization: 30.047001
Memcpy Instances: 366.605011
Memcpy Classifiers: 0.072000
Kernel 1: 0.023000
Kernel 2: 512.117004
Copyback: 0.016000
Sum: 0.017000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 516.843018
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 508.717010
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 519.090027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 493.651001
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 521.953979
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.012000
Kernel 2: 523.106995
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 506.850006
Copyback: 0.021000
Sum: 0.006000
Memcpy Classifiers: 0.058000
Kernel 1: 0.019000
Kernel 2: 250.819000
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003701 0.449275 fi:0.689322. Ave ac:0.015865,0.048271
Best acc 0.003701 0.449275
Initialization: 5.875000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.314000
Kernel 1: 0.025000
Kernel 2: 91.942001
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005516 accuracy2:0.185199
Initialization: 5.624000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.370000
Kernel 1: 0.022000
Kernel 2: 97.958000
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.003528 0.500000 fi:0.599813. Ave ac:0.009918,0.013514
Initialization: 6.637000
Memcpy Classifiers: 0.455000
Memcpy Instances: 7.369000
Kernel 1: 0.023000
Kernel 2: 95.544998
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.004886 0.486486 fi:0.612604. Ave ac:0.011425,0.014052
Initialization: 5.723000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.723000
Kernel 1: 0.022000
Kernel 2: 96.541000
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.007596 0.571429 fi:0.526223. Ave ac:0.012335,0.013334
Initialization: 5.645000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.335000
Kernel 1: 0.023000
Kernel 2: 96.389999
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.006513 0.615385 fi:0.482839. Ave ac:0.013431,0.014465
Initialization: 5.752000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.445000
Kernel 1: 0.023000
Kernel 2: 87.669998
Copyback: 0.017000
Sum: 0.036000
It 4,Best ac:0.003256 0.666667 fi:0.433293. Ave ac:0.012056,0.013293
Initialization: 5.673000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.440000
Kernel 1: 0.023000
Kernel 2: 84.069000
Copyback: 0.016000
Sum: 0.035000
It 5,Best ac:0.004883 0.642857 fi:0.456237. Ave ac:0.009933,0.010483
Initialization: 5.794000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.395000
Kernel 1: 0.023000
Kernel 2: 82.331001
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.005427 0.689655 fi:0.409147. Ave ac:0.011488,0.010407
Initialization: 5.623000
Memcpy Classifiers: 0.356000
Memcpy Instances: 7.320000
Kernel 1: 0.023000
Kernel 2: 80.703003
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003799 0.875000 fi:0.224669. Ave ac:0.011743,0.010710
Initialization: 5.662000
Memcpy Classifiers: 0.300000
Memcpy Instances: 7.316000
Kernel 1: 0.067000
Kernel 2: 82.498001
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.005427 0.689655 fi:0.409147. Ave ac:0.009885,0.009171
Initialization: 5.628000
Memcpy Classifiers: 0.304000
Memcpy Instances: 8.011000
Kernel 1: 0.021000
Kernel 2: 82.300003
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.004885 0.666667 fi:0.432424. Ave ac:0.007204,0.006359
Iteration 10:MDL fitness activated
Error 0.432424 TL 0.034898
MDL Theory Length Weight: 4.1303388954 (3)
Initialization: 5.632000
Memcpy Classifiers: 0.306000
Memcpy Instances: 7.320000
Kernel 1: 0.023000
Kernel 2: 82.532997
Copyback: 0.017000
Sum: 0.040000
It 10,Best ac:0.005156 0.633333 fi:0.575670. Ave ac:0.007009,0.005550
Initialization: 5.688000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.346000
Kernel 1: 0.024000
Kernel 2: 84.417999
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.006513 0.685714 fi:0.525846. Ave ac:0.008165,0.006648
Initialization: 5.607000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.344000
Kernel 1: 0.024000
Kernel 2: 82.255997
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.004886 0.720000 fi:0.502952. Ave ac:0.006406,0.006037
Initialization: 5.631000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.309000
Kernel 1: 0.024000
Kernel 2: 80.384003
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.003529 0.650000 fi:0.569155. Ave ac:0.006865,0.005385
Initialization: 5.650000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.364000
Kernel 1: 0.023000
Kernel 2: 82.058998
Copyback: 0.016000
Sum: 0.029000
It 14,Best ac:0.003256 0.631579 fi:0.572514. Ave ac:0.005830,0.006034
Initialization: 5.640000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.810000
Kernel 1: 0.024000
Kernel 2: 83.707001
Copyback: 0.018000
Sum: 0.036000
It 15,Best ac:0.008681 0.551724 fi:0.645084. Ave ac:0.007060,0.006809
Initialization: 5.632000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.313000
Kernel 1: 0.022000
Kernel 2: 82.476997
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.006242 0.621622 fi:0.568207. Ave ac:0.007196,0.006536
Initialization: 5.696000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.611000
Kernel 1: 0.023000
Kernel 2: 82.393997
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.003256 0.750000 fi:0.448016. Ave ac:0.009690,0.008214
Initialization: 5.711000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.539000
Kernel 1: 0.023000
Kernel 2: 80.261002
Copyback: 0.017000
Sum: 0.028000
It 18,Best ac:0.007872 0.725000 fi:0.486693. Ave ac:0.009575,0.010090
Initialization: 5.673000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.312000
Kernel 1: 0.023000
Kernel 2: 82.513000
Copyback: 0.017000
Sum: 0.029000
It 19,Best ac:0.003799 0.700000 fi:0.496354. Ave ac:0.009433,0.008946
Initialization: 5.677000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.322000
Kernel 1: 0.023000
Kernel 2: 84.547997
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.004069 0.652174 fi:0.545738. Ave ac:0.007685,0.007784
Initialization: 5.677000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.344000
Kernel 1: 0.023000
Kernel 2: 83.765999
Copyback: 0.017000
Sum: 0.027000
It 21,Best ac:0.003256 0.705882 fi:0.465363. Ave ac:0.008949,0.011330
Initialization: 5.596000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.359000
Kernel 1: 0.022000
Kernel 2: 83.302002
Copyback: 0.017000
Sum: 0.026000
It 22,Best ac:0.004613 0.708333 fi:0.489260. Ave ac:0.008134,0.008388
Initialization: 5.614000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.723000
Kernel 1: 0.022000
Kernel 2: 79.681999
Copyback: 0.017000
Sum: 0.027000
It 23,Best ac:0.002714 0.909091 fi:0.417834. Ave ac:0.009476,0.013527
Initialization: 5.735000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.373000
Kernel 1: 0.025000
Kernel 2: 79.184998
Copyback: 0.017000
Sum: 0.028000
It 24,Best ac:0.003799 0.608696 fi:0.585644. Ave ac:0.007140,0.008240
Initialization: 5.610000
Memcpy Classifiers: 0.348000
Memcpy Instances: 7.317000
Kernel 1: 0.024000
Kernel 2: 79.707001
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.002985 0.785714 fi:0.457343. Ave ac:0.010500,0.010970
Initialization: 5.656000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.307000
Kernel 1: 0.024000
Kernel 2: 78.193001
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.003800 0.636364 fi:0.533146. Ave ac:0.009130,0.009805
Initialization: 5.857000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.312000
Kernel 1: 0.023000
Kernel 2: 79.778000
Copyback: 0.018000
Sum: 0.024000
It 27,Best ac:0.003256 0.857143 fi:0.322303. Ave ac:0.009000,0.010760
Initialization: 5.639000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.299000
Kernel 1: 0.023000
Kernel 2: 80.137001
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.003256 0.631579 fi:0.538574. Ave ac:0.010497,0.014019
Initialization: 5.633000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.366000
Kernel 1: 0.024000
Kernel 2: 79.275002
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.009224 0.666667 fi:0.496175. Ave ac:0.009411,0.014255
Initialization: 5.711000
Memcpy Classifiers: 0.262000
Memcpy Instances: 7.324000
Kernel 1: 0.023000
Kernel 2: 78.153999
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.002984 0.785714 fi:0.444877. Ave ac:0.009753,0.015300
Initialization: 5.647000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.357000
Kernel 1: 0.022000
Kernel 2: 80.336998
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.003527 0.541667 fi:0.608045. Ave ac:0.006168,0.008027
Initialization: 5.769000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.064000
Kernel 1: 0.022000
Kernel 2: 79.091003
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.003799 0.736842 fi:0.423099. Ave ac:0.009659,0.012918
Initialization: 5.654000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 78.910004
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.002714 1.000000 fi:0.304897. Ave ac:0.011812,0.011623
Initialization: 32.118000
Memcpy Instances: 364.825989
Memcpy Classifiers: 0.068000
Kernel 1: 0.025000
Kernel 2: 553.953003
Copyback: 0.016000
Sum: 0.016000
Memcpy Classifiers: 0.061000
Kernel 1: 0.014000
Kernel 2: 534.836975
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 556.474976
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 536.271973
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 555.267029
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.066000
Kernel 1: 0.014000
Kernel 2: 534.377014
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 542.471985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 541.692993
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 272.621002
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.038571 0.460775 fi:0.676043. Ave ac:0.010170,0.030799
Best acc 0.038571 0.460775
Initialization: 5.804000
Memcpy Classifiers: 0.697000
Memcpy Instances: 7.362000
Kernel 1: 0.025000
Kernel 2: 90.919998
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.004803 accuracy2:0.191468
Initialization: 5.667000
Memcpy Classifiers: 0.506000
Memcpy Instances: 7.381000
Kernel 1: 0.023000
Kernel 2: 95.623001
Copyback: 0.017000
Sum: 0.030000
It 0,Best ac:0.001357 1.000000 fi:0.615570. Ave ac:0.008270,0.010239
Initialization: 5.747000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.317000
Kernel 1: 0.024000
Kernel 2: 98.181000
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.004341 0.516129 fi:0.583254. Ave ac:0.010611,0.014522
Initialization: 5.624000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.307000
Kernel 1: 0.024000
Kernel 2: 99.353996
Copyback: 0.018000
Sum: 0.031000
It 2,Best ac:0.003528 0.590909 fi:0.508904. Ave ac:0.011613,0.014125
Initialization: 5.743000
Memcpy Classifiers: 0.547000
Memcpy Instances: 7.324000
Kernel 1: 0.023000
Kernel 2: 97.353996
Copyback: 0.017000
Sum: 0.032000
It 3,Best ac:0.003256 0.705882 fi:0.394075. Ave ac:0.012265,0.015215
Initialization: 6.101000
Memcpy Classifiers: 0.466000
Memcpy Instances: 7.671000
Kernel 1: 0.022000
Kernel 2: 99.886002
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.003527 0.565217 fi:0.534598. Ave ac:0.013429,0.014576
Initialization: 5.687000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.359000
Kernel 1: 0.024000
Kernel 2: 96.056999
Copyback: 0.017000
Sum: 0.036000
It 5,Best ac:0.007327 0.540000 fi:0.557791. Ave ac:0.013014,0.012461
Initialization: 5.574000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.310000
Kernel 1: 0.023000
Kernel 2: 94.417999
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.002985 0.785714 fi:0.368539. Ave ac:0.012330,0.011920
Initialization: 5.655000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.486000
Kernel 1: 0.023000
Kernel 2: 89.581001
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003799 0.636364 fi:0.463305. Ave ac:0.012151,0.011323
Initialization: 5.576000
Memcpy Classifiers: 0.379000
Memcpy Instances: 8.894000
Kernel 1: 0.023000
Kernel 2: 87.837997
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.004069 0.625000 fi:0.474527. Ave ac:0.009314,0.008080
Initialization: 5.664000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.320000
Kernel 1: 0.024000
Kernel 2: 88.862000
Copyback: 0.016000
Sum: 0.031000
It 9,Best ac:0.002985 0.733333 fi:0.420920. Ave ac:0.008437,0.007607
Iteration 10:MDL fitness activated
Error 0.420920 TL 0.026649
MDL Theory Length Weight: 5.2650224559 (4)
Initialization: 5.655000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.326000
Kernel 1: 0.023000
Kernel 2: 85.452003
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004069 0.714286 fi:0.555489. Ave ac:0.006398,0.006630
Initialization: 5.670000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.401000
Kernel 1: 0.022000
Kernel 2: 84.667999
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003528 0.650000 fi:0.595653. Ave ac:0.009334,0.008563
Initialization: 5.643000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 85.452003
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.003527 0.764706 fi:0.479902. Ave ac:0.008689,0.010586
Initialization: 5.677000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.449000
Kernel 1: 0.023000
Kernel 2: 79.039001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.007872 0.674419 fi:0.549415. Ave ac:0.009349,0.010456
Initialization: 5.627000
Memcpy Classifiers: 0.387000
Memcpy Instances: 7.339000
Kernel 1: 0.023000
Kernel 2: 81.635002
Copyback: 0.018000
Sum: 0.027000
It 14,Best ac:0.004071 0.833333 fi:0.402538. Ave ac:0.007755,0.008995
Initialization: 5.713000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.320000
Kernel 1: 0.023000
Kernel 2: 83.194000
Copyback: 0.018000
Sum: 0.033000
It 15,Best ac:0.004613 0.708333 fi:0.493788. Ave ac:0.006338,0.006906
Initialization: 5.622000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.390000
Kernel 1: 0.023000
Kernel 2: 80.005997
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.004613 0.708333 fi:0.517451. Ave ac:0.006685,0.007553
Initialization: 5.678000
Memcpy Classifiers: 0.393000
Memcpy Instances: 7.352000
Kernel 1: 0.023000
Kernel 2: 77.963997
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.002714 0.909091 fi:0.500986. Ave ac:0.009784,0.009773
Initialization: 5.724000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.311000
Kernel 1: 0.022000
Kernel 2: 76.759003
Copyback: 0.016000
Sum: 0.027000
It 18,Best ac:0.004886 0.642857 fi:0.545792. Ave ac:0.007803,0.010138
Initialization: 5.700000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 77.258003
Copyback: 0.017000
Sum: 0.030000
It 19,Best ac:0.004342 0.761905 fi:0.455874. Ave ac:0.008078,0.008306
Initialization: 5.678000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.351000
Kernel 1: 0.024000
Kernel 2: 76.931999
Copyback: 0.017000
Sum: 0.028000
It 20,Best ac:0.005699 0.807692 fi:0.418136. Ave ac:0.006885,0.007463
Initialization: 5.685000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.754000
Kernel 1: 0.023000
Kernel 2: 75.320999
Copyback: 0.017000
Sum: 0.032000
It 21,Best ac:0.003527 0.619048 fi:0.563831. Ave ac:0.005827,0.006592
Initialization: 5.493000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.315000
Kernel 1: 0.024000
Kernel 2: 75.319000
Copyback: 0.370000
Sum: 0.037000
It 22,Best ac:0.005699 0.512195 fi:0.658675. Ave ac:0.006720,0.010384
Initialization: 5.636000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.342000
Kernel 1: 0.023000
Kernel 2: 76.707001
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.003256 0.923077 fi:0.252263. Ave ac:0.010014,0.013511
Initialization: 5.675000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.326000
Kernel 1: 0.023000
Kernel 2: 73.347000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.003799 0.933333 fi:0.248349. Ave ac:0.012804,0.015326
Initialization: 5.915000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.680000
Kernel 1: 0.023000
Kernel 2: 73.254997
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.007327 0.586957 fi:0.583662. Ave ac:0.008370,0.012075
Initialization: 5.489000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.849000
Kernel 1: 0.023000
Kernel 2: 70.664001
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004343 0.695652 fi:0.466187. Ave ac:0.011495,0.014388
Initialization: 5.668000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.801000
Kernel 1: 0.023000
Kernel 2: 70.389999
Copyback: 0.016000
Sum: 0.027000
It 27,Best ac:0.003257 0.631579 fi:0.555103. Ave ac:0.007803,0.010221
Initialization: 5.719000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.362000
Kernel 1: 0.023000
Kernel 2: 69.690002
Copyback: 0.016000
Sum: 0.021000
It 28,Best ac:0.005427 0.526316 fi:0.613849. Ave ac:0.007750,0.010774
Initialization: 6.158000
Memcpy Classifiers: 0.281000
Memcpy Instances: 7.375000
Kernel 1: 0.022000
Kernel 2: 68.440002
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.004071 0.882353 fi:0.292067. Ave ac:0.010228,0.011290
Initialization: 6.154000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.448000
Kernel 1: 0.022000
Kernel 2: 67.739998
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.003257 0.600000 fi:0.581316. Ave ac:0.007206,0.009024
Initialization: 6.096000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.445000
Kernel 1: 0.023000
Kernel 2: 67.042999
Copyback: 0.018000
Sum: 0.021000
It 31,Best ac:0.005157 0.703704 fi:0.470414. Ave ac:0.012454,0.014538
Initialization: 6.152000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.431000
Kernel 1: 0.023000
Kernel 2: 67.889000
Copyback: 0.016000
Sum: 0.021000
It 32,Best ac:0.003527 0.812500 fi:0.343993. Ave ac:0.009396,0.010115
Initialization: 6.147000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.429000
Kernel 1: 0.022000
Kernel 2: 67.691002
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003527 0.722222 fi:0.434271. Ave ac:0.010167,0.009222
MDL Theory Length Weight: 4.7385202103 (10)
Initialization: 29.771999
Memcpy Instances: 363.105988
Memcpy Classifiers: 0.070000
Kernel 1: 0.025000
Kernel 2: 477.286987
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.063000
Kernel 1: 0.015000
Kernel 2: 474.571014
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 482.545990
Copyback: 0.016000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 484.165009
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 506.572998
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 498.928986
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 477.261993
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.014000
Kernel 2: 478.044006
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.057000
Kernel 1: 0.013000
Kernel 2: 237.440994
Copyback: 0.018000
Sum: 0.002000
It 34,Best ac:0.003511 0.541876 fi:0.608956. Ave ac:0.009634,0.028277
Best acc 0.003511 0.541876
Initialization: 5.568000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.782000
Kernel 1: 0.024000
Kernel 2: 91.089996
Copyback: 0.370000
Sum: 0.048000
Initial population average accuracy1:0.005551 accuracy2:0.183455
Initialization: 5.664000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.346000
Kernel 1: 0.023000
Kernel 2: 95.416000
Copyback: 0.017000
Sum: 0.034000
It 0,Best ac:0.005155 0.387755 fi:0.711195. Ave ac:0.010036,0.013358
Initialization: 5.626000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.838000
Kernel 1: 0.024000
Kernel 2: 97.677002
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.009769 0.418605 fi:0.677886. Ave ac:0.012870,0.016149
Initialization: 5.696000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.397000
Kernel 1: 0.023000
Kernel 2: 94.676003
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.003798 0.518519 fi:0.581153. Ave ac:0.012397,0.014179
Initialization: 5.578000
Memcpy Classifiers: 0.460000
Memcpy Instances: 7.355000
Kernel 1: 0.023000
Kernel 2: 96.339996
Copyback: 0.017000
Sum: 0.031000
It 3,Best ac:0.003256 0.600000 fi:0.499957. Ave ac:0.010320,0.009874
Initialization: 5.583000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.395000
Kernel 1: 0.023000
Kernel 2: 96.264000
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.004613 0.566667 fi:0.532569. Ave ac:0.009303,0.009866
Initialization: 5.672000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.610000
Kernel 1: 0.023000
Kernel 2: 95.286003
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.004342 0.551724 fi:0.547656. Ave ac:0.009972,0.009320
Initialization: 5.653000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.344000
Kernel 1: 0.023000
Kernel 2: 95.737999
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.004342 0.640000 fi:0.459383. Ave ac:0.010909,0.009933
Initialization: 6.264000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.526000
Kernel 1: 0.023000
Kernel 2: 95.679001
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003799 0.700000 fi:0.399669. Ave ac:0.010134,0.008943
Initialization: 5.591000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.492000
Kernel 1: 0.023000
Kernel 2: 93.082001
Copyback: 0.017000
Sum: 0.036000
It 8,Best ac:0.004069 0.576923 fi:0.522604. Ave ac:0.010473,0.009945
Initialization: 5.809000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.350000
Kernel 1: 0.024000
Kernel 2: 88.186996
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.005972 0.594595 fi:0.503918. Ave ac:0.009219,0.010752
Iteration 10:MDL fitness activated
Error 0.503918 TL 0.024595
MDL Theory Length Weight: 6.8294204751 (3)
Initialization: 5.647000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.709000
Kernel 1: 0.022000
Kernel 2: 83.129997
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.003256 0.750000 fi:0.522514. Ave ac:0.009342,0.009501
Initialization: 5.643000
Memcpy Classifiers: 0.362000
Memcpy Instances: 8.280000
Kernel 1: 0.022000
Kernel 2: 81.505997
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.003256 0.631579 fi:0.669203. Ave ac:0.010085,0.011311
Initialization: 5.641000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.310000
Kernel 1: 0.023000
Kernel 2: 82.050003
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.005156 0.730769 fi:0.538682. Ave ac:0.012342,0.012772
Initialization: 5.647000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.350000
Kernel 1: 0.023000
Kernel 2: 78.454002
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.003256 0.705882 fi:0.564027. Ave ac:0.011337,0.013913
Initialization: 5.687000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.313000
Kernel 1: 0.023000
Kernel 2: 78.934998
Copyback: 0.017000
Sum: 0.033000
It 14,Best ac:0.003528 0.650000 fi:0.575698. Ave ac:0.011862,0.015616
Initialization: 5.659000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.380000
Kernel 1: 0.023000
Kernel 2: 75.473000
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.003256 0.631579 fi:0.577771. Ave ac:0.013314,0.014835
Initialization: 5.587000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.334000
Kernel 1: 0.023000
Kernel 2: 72.802002
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.004613 0.653846 fi:0.556338. Ave ac:0.012270,0.013702
Initialization: 5.615000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.369000
Kernel 1: 0.023000
Kernel 2: 70.837997
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.003799 0.583333 fi:0.607775. Ave ac:0.015821,0.017727
Initialization: 5.710000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.332000
Kernel 1: 0.024000
Kernel 2: 68.593002
Copyback: 0.019000
Sum: 0.021000
It 18,Best ac:0.003800 0.700000 fi:0.502093. Ave ac:0.019232,0.024776
Initialization: 5.509000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.325000
Kernel 1: 0.023000
Kernel 2: 69.683998
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.003257 0.666667 fi:0.541114. Ave ac:0.015833,0.020983
Initialization: 5.743000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.358000
Kernel 1: 0.023000
Kernel 2: 68.375000
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.003528 0.650000 fi:0.578231. Ave ac:0.016619,0.019975
Initialization: 5.581000
Memcpy Classifiers: 0.354000
Memcpy Instances: 7.354000
Kernel 1: 0.023000
Kernel 2: 68.324997
Copyback: 0.017000
Sum: 0.020000
It 21,Best ac:0.003256 0.600000 fi:0.550198. Ave ac:0.017678,0.021935
Initialization: 5.591000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.466000
Kernel 1: 0.022000
Kernel 2: 67.454002
Copyback: 0.017000
Sum: 0.020000
It 22,Best ac:0.004883 0.666667 fi:0.549514. Ave ac:0.014152,0.019125
Initialization: 5.601000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.455000
Kernel 1: 0.023000
Kernel 2: 65.218002
Copyback: 0.017000
Sum: 0.024000
It 23,Best ac:0.008953 0.568966 fi:0.588730. Ave ac:0.014721,0.025991
Initialization: 5.730000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.325000
Kernel 1: 0.023000
Kernel 2: 61.324001
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.003257 0.631579 fi:0.533784. Ave ac:0.018142,0.034642
Initialization: 6.708000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.371000
Kernel 1: 0.065000
Kernel 2: 61.155998
Copyback: 0.018000
Sum: 0.023000
It 25,Best ac:0.004341 0.666667 fi:0.500922. Ave ac:0.019007,0.038309
Initialization: 5.678000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.334000
Kernel 1: 0.022000
Kernel 2: 60.349998
Copyback: 0.017000
Sum: 0.025000
It 26,Best ac:0.003256 0.705882 fi:0.450546. Ave ac:0.017316,0.037088
Initialization: 5.598000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.314000
Kernel 1: 0.024000
Kernel 2: 61.960999
Copyback: 0.019000
Sum: 0.021000
It 27,Best ac:0.003799 0.583333 fi:0.625728. Ave ac:0.014725,0.036328
Initialization: 5.630000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.307000
Kernel 1: 0.024000
Kernel 2: 60.529999
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.003798 0.500000 fi:0.658758. Ave ac:0.024723,0.043717
Initialization: 6.087000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.324000
Kernel 1: 0.023000
Kernel 2: 58.227001
Copyback: 0.021000
Sum: 0.026000
It 29,Best ac:0.011398 0.560000 fi:0.595416. Ave ac:0.018683,0.039612
Initialization: 5.703000
Memcpy Classifiers: 0.190000
Memcpy Instances: 7.806000
Kernel 1: 0.022000
Kernel 2: 59.304001
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.003528 0.590909 fi:0.576569. Ave ac:0.017418,0.034417
Initialization: 5.687000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.377000
Kernel 1: 0.023000
Kernel 2: 58.058998
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.004071 0.681818 fi:0.506828. Ave ac:0.018072,0.034037
Initialization: 5.592000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.328000
Kernel 1: 0.024000
Kernel 2: 58.577000
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.003528 0.684211 fi:0.493085. Ave ac:0.014061,0.028359
Initialization: 6.028000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.325000
Kernel 1: 0.023000
Kernel 2: 57.159000
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.003800 0.700000 fi:0.458685. Ave ac:0.012119,0.028347
Initialization: 29.983000
Memcpy Instances: 364.183014
Memcpy Classifiers: 0.061000
Kernel 1: 0.022000
Kernel 2: 425.117004
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 422.078003
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 422.221985
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 420.881989
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 420.476990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 431.002991
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 423.808990
Copyback: 0.368000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 426.218994
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 210.895996
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003381 0.500402 fi:0.658577. Ave ac:0.021243,0.071435
Best acc 0.003381 0.500402
Rule:Att PSSM_0_1 is [>3.125507]|Att PSSM_0_7 is [-5.439567,-2.603864]|Att PSSM_2_1 is [-3.350726,4.127350]|1
Accuracy : 0.786241
0	1	
148493	15587	
34569	35989	
Removed 1194 instances. 183062 Instances left. Acc of rule 0.003511-0.541876
Initialization: 5.654000
Memcpy Classifiers: 0.594000
Memcpy Instances: 8.643000
Kernel 1: 0.025000
Kernel 2: 89.792999
Copyback: 0.018000
Sum: 0.049000
Initial population average accuracy1:0.004988 accuracy2:0.181272
Initialization: 6.143000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.342000
Kernel 1: 0.023000
Kernel 2: 96.167999
Copyback: 0.017000
Sum: 0.031000
It 0,Best ac:0.003551 0.500000 fi:0.599778. Ave ac:0.009169,0.011904
Initialization: 5.583000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.328000
Kernel 1: 0.024000
Kernel 2: 96.353996
Copyback: 0.017000
Sum: 0.026000
It 1,Best ac:0.003824 0.424242 fi:0.675388. Ave ac:0.011724,0.014895
Initialization: 5.737000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.276000
Kernel 1: 0.023000
Kernel 2: 96.070999
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.004644 0.629630 fi:0.469559. Ave ac:0.011461,0.012920
Initialization: 5.704000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.728000
Kernel 1: 0.023000
Kernel 2: 93.127998
Copyback: 0.020000
Sum: 0.032000
It 3,Best ac:0.004370 0.800000 fi:0.299340. Ave ac:0.012332,0.014633
Initialization: 5.607000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.332000
Kernel 1: 0.024000
Kernel 2: 93.433998
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.003005 0.687500 fi:0.450842. Ave ac:0.011204,0.012275
Initialization: 5.628000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.417000
Kernel 1: 0.023000
Kernel 2: 88.931999
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.003277 0.600000 fi:0.499927. Ave ac:0.009675,0.011859
Initialization: 5.663000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.776000
Kernel 1: 0.023000
Kernel 2: 91.622002
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.003277 0.857143 fi:0.242785. Ave ac:0.009927,0.012256
Initialization: 5.651000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.292000
Kernel 1: 0.024000
Kernel 2: 92.231003
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.003824 0.666667 fi:0.432964. Ave ac:0.008319,0.008581
Initialization: 5.663000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.292000
Kernel 1: 0.023000
Kernel 2: 94.647003
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.002458 0.818182 fi:0.476825. Ave ac:0.006042,0.006593
Initialization: 5.601000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.307000
Kernel 1: 0.024000
Kernel 2: 90.987000
Copyback: 0.024000
Sum: 0.038000
It 9,Best ac:0.004370 0.615385 fi:0.483952. Ave ac:0.008715,0.008535
Iteration 10:MDL fitness activated
Error 0.483952 TL 0.037110
MDL Theory Length Weight: 4.3470477076 (4)
Initialization: 5.705000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.259000
Kernel 1: 0.023000
Kernel 2: 87.932999
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.003279 0.631579 fi:0.561688. Ave ac:0.008693,0.008699
Initialization: 5.764000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.338000
Kernel 1: 0.023000
Kernel 2: 84.307999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004369 0.666667 fi:0.562926. Ave ac:0.006954,0.006761
Initialization: 5.632000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 83.435997
Copyback: 0.018000
Sum: 0.032000
It 12,Best ac:0.003278 0.750000 fi:0.476998. Ave ac:0.008253,0.011179
Initialization: 5.620000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.302000
Kernel 1: 0.024000
Kernel 2: 81.961998
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.004917 0.562500 fi:0.596182. Ave ac:0.008299,0.007555
Initialization: 5.609000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.276000
Kernel 1: 0.024000
Kernel 2: 80.212997
Copyback: 0.016000
Sum: 0.031000
It 14,Best ac:0.003551 0.764706 fi:0.436483. Ave ac:0.010863,0.011922
Initialization: 5.816000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.770000
Kernel 1: 0.023000
Kernel 2: 78.799004
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.003278 0.666667 fi:0.522884. Ave ac:0.010717,0.012752
Initialization: 5.682000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.275000
Kernel 1: 0.024000
Kernel 2: 75.374001
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.003004 0.687500 fi:0.515584. Ave ac:0.010743,0.015226
Initialization: 5.626000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.282000
Kernel 1: 0.023000
Kernel 2: 72.903999
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.004096 0.681818 fi:0.482998. Ave ac:0.010265,0.014676
Initialization: 6.448000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.294000
Kernel 1: 0.024000
Kernel 2: 70.124001
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.003824 0.666667 fi:0.498293. Ave ac:0.015325,0.024177
Initialization: 5.592000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.301000
Kernel 1: 0.023000
Kernel 2: 70.759003
Copyback: 0.016000
Sum: 0.022000
It 19,Best ac:0.004644 0.680000 fi:0.505969. Ave ac:0.012355,0.014943
Initialization: 5.587000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.326000
Kernel 1: 0.024000
Kernel 2: 69.348000
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.003824 0.736842 fi:0.444056. Ave ac:0.010922,0.014344
Initialization: 5.530000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.432000
Kernel 1: 0.023000
Kernel 2: 66.780998
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.003005 0.687500 fi:0.540468. Ave ac:0.009346,0.012277
Initialization: 5.688000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.260000
Kernel 1: 0.024000
Kernel 2: 68.120003
Copyback: 0.016000
Sum: 0.020000
It 22,Best ac:0.004097 0.625000 fi:0.553878. Ave ac:0.010185,0.014524
Initialization: 5.760000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.266000
Kernel 1: 0.024000
Kernel 2: 66.528000
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004097 0.652174 fi:0.511797. Ave ac:0.011938,0.015592
MDL Theory Length Weight: 3.9123429368 (10)
Initialization: 5.744000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.274000
Kernel 1: 0.024000
Kernel 2: 66.664001
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.003823 0.666667 fi:0.511068. Ave ac:0.011058,0.016376
Initialization: 6.090000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.562000
Kernel 1: 0.022000
Kernel 2: 67.387001
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.004370 0.592593 fi:0.565540. Ave ac:0.009600,0.015814
Initialization: 5.643000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.824000
Kernel 1: 0.023000
Kernel 2: 65.685997
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.005461 0.666667 fi:0.485120. Ave ac:0.013221,0.022179
Initialization: 5.634000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.691000
Kernel 1: 0.022000
Kernel 2: 67.309998
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.002458 1.000000 fi:0.360173. Ave ac:0.012102,0.021027
Initialization: 5.638000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.336000
Kernel 1: 0.023000
Kernel 2: 65.296997
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.004096 0.625000 fi:0.530578. Ave ac:0.009944,0.014646
Initialization: 5.686000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.265000
Kernel 1: 0.022000
Kernel 2: 65.539001
Copyback: 0.018000
Sum: 0.026000
It 29,Best ac:0.004917 0.580645 fi:0.570551. Ave ac:0.006613,0.011964
Initialization: 5.600000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.282000
Kernel 1: 0.023000
Kernel 2: 63.999001
Copyback: 0.016000
Sum: 0.021000
It 30,Best ac:0.002732 0.833333 fi:0.450385. Ave ac:0.011661,0.021302
Initialization: 5.611000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.294000
Kernel 1: 0.023000
Kernel 2: 65.949997
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.007102 0.604651 fi:0.532145. Ave ac:0.011507,0.021960
Initialization: 5.667000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.257000
Kernel 1: 0.024000
Kernel 2: 64.872002
Copyback: 0.018000
Sum: 0.023000
It 32,Best ac:0.003824 0.823529 fi:0.322168. Ave ac:0.011151,0.019823
Initialization: 5.602000
Memcpy Classifiers: 0.296000
Memcpy Instances: 7.254000
Kernel 1: 0.024000
Kernel 2: 66.160004
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003005 0.846154 fi:0.350227. Ave ac:0.011598,0.021111
Initialization: 30.697001
Memcpy Instances: 361.975006
Memcpy Classifiers: 0.075000
Kernel 1: 0.024000
Kernel 2: 457.912994
Copyback: 0.367000
Sum: 0.014000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 483.415009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 499.967010
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.074000
Kernel 1: 0.013000
Kernel 2: 479.372009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 480.243988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 491.557007
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 471.888000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 486.662994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 186.526001
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003234 0.505119 fi:0.640897. Ave ac:0.010643,0.031246
Best acc 0.003234 0.505119
Initialization: 5.694000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.260000
Kernel 1: 0.024000
Kernel 2: 90.796997
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.004736 accuracy2:0.189534
Initialization: 5.629000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.435000
Kernel 1: 0.023000
Kernel 2: 95.887001
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.001912 1.000000 fi:0.452464. Ave ac:0.008093,0.011180
Initialization: 5.569000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.307000
Kernel 1: 0.023000
Kernel 2: 96.430000
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.005463 0.476190 fi:0.622557. Ave ac:0.010758,0.013593
Initialization: 6.024000
Memcpy Classifiers: 0.556000
Memcpy Instances: 7.301000
Kernel 1: 0.023000
Kernel 2: 96.272003
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.007375 0.442623 fi:0.655094. Ave ac:0.010647,0.012094
Initialization: 5.653000
Memcpy Classifiers: 0.430000
Memcpy Instances: 7.261000
Kernel 1: 0.023000
Kernel 2: 93.335999
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.004644 0.531250 fi:0.567939. Ave ac:0.011936,0.014305
Initialization: 5.636000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.384000
Kernel 1: 0.022000
Kernel 2: 94.482002
Copyback: 0.017000
Sum: 0.034000
It 4,Best ac:0.003824 0.636364 fi:0.463267. Ave ac:0.012307,0.014273
Initialization: 5.603000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.015000
Kernel 1: 0.023000
Kernel 2: 94.014999
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.002731 0.769231 fi:0.447444. Ave ac:0.011536,0.012337
Initialization: 5.570000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.292000
Kernel 1: 0.024000
Kernel 2: 93.320999
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.004642 0.708333 fi:0.390859. Ave ac:0.011500,0.012166
Initialization: 5.565000
Memcpy Classifiers: 0.458000
Memcpy Instances: 7.262000
Kernel 1: 0.023000
Kernel 2: 91.968002
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.003551 0.619048 fi:0.480730. Ave ac:0.009660,0.011447
Initialization: 5.794000
Memcpy Classifiers: 0.448000
Memcpy Instances: 7.256000
Kernel 1: 0.022000
Kernel 2: 93.320999
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.003551 0.590909 fi:0.508869. Ave ac:0.010896,0.012083
Initialization: 5.624000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.268000
Kernel 1: 0.022000
Kernel 2: 91.599998
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.006554 0.545455 fi:0.552709. Ave ac:0.009651,0.012894
Iteration 10:MDL fitness activated
Error 0.552709 TL 0.033579
MDL Theory Length Weight: 5.4867154281 (4)
Initialization: 5.781000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.791000
Kernel 1: 0.022000
Kernel 2: 91.771004
Copyback: 0.016000
Sum: 0.029000
It 10,Best ac:0.005463 0.571429 fi:0.645443. Ave ac:0.010943,0.014789
Initialization: 5.543000
Memcpy Classifiers: 0.396000
Memcpy Instances: 7.306000
Kernel 1: 0.023000
Kernel 2: 90.461998
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.003005 0.785714 fi:0.469348. Ave ac:0.012616,0.015805
Initialization: 5.644000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.304000
Kernel 1: 0.025000
Kernel 2: 88.212997
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.003278 0.750000 fi:0.461135. Ave ac:0.011088,0.015392
Initialization: 5.607000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.335000
Kernel 1: 0.024000
Kernel 2: 83.209000
Copyback: 0.018000
Sum: 0.028000
It 13,Best ac:0.003824 0.666667 fi:0.562656. Ave ac:0.011409,0.016392
Initialization: 5.649000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.253000
Kernel 1: 0.024000
Kernel 2: 82.001999
Copyback: 0.017000
Sum: 0.023000
It 14,Best ac:0.002731 0.833333 fi:0.520095. Ave ac:0.013727,0.021250
Initialization: 5.584000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.257000
Kernel 1: 0.024000
Kernel 2: 77.883003
Copyback: 0.017000
Sum: 0.024000
It 15,Best ac:0.004097 0.535714 fi:0.606609. Ave ac:0.011577,0.019729
Initialization: 5.595000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.300000
Kernel 1: 0.023000
Kernel 2: 77.982002
Copyback: 0.017000
Sum: 0.023000
It 16,Best ac:0.003005 0.733333 fi:0.534697. Ave ac:0.014894,0.022189
Initialization: 6.703000
Memcpy Classifiers: 0.321000
Memcpy Instances: 8.185000
Kernel 1: 0.023000
Kernel 2: 74.211998
Copyback: 0.017000
Sum: 0.023000
It 17,Best ac:0.004370 0.695652 fi:0.501451. Ave ac:0.017616,0.025601
Initialization: 5.595000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.273000
Kernel 1: 0.023000
Kernel 2: 71.869003
Copyback: 0.018000
Sum: 0.020000
It 18,Best ac:0.005461 0.689655 fi:0.495345. Ave ac:0.014548,0.024335
Initialization: 5.614000
Memcpy Classifiers: 0.262000
Memcpy Instances: 7.251000
Kernel 1: 0.025000
Kernel 2: 72.643997
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.006284 0.621622 fi:0.518866. Ave ac:0.016593,0.027876
Initialization: 6.756000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.326000
Kernel 1: 0.023000
Kernel 2: 74.425003
Copyback: 0.371000
Sum: 0.023000
It 20,Best ac:0.004097 0.750000 fi:0.444569. Ave ac:0.020223,0.029844
Initialization: 5.599000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.350000
Kernel 1: 0.024000
Kernel 2: 71.903999
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.006008 0.666667 fi:0.486259. Ave ac:0.014969,0.026981
Initialization: 5.645000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.358000
Kernel 1: 0.023000
Kernel 2: 70.918999
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.002731 0.833333 fi:0.428933. Ave ac:0.014177,0.024462
Initialization: 6.073000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.554000
Kernel 1: 0.023000
Kernel 2: 72.365997
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.002731 0.833333 fi:0.483774. Ave ac:0.020578,0.034306
Initialization: 7.037000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.571000
Kernel 1: 0.022000
Kernel 2: 69.013000
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004917 0.642857 fi:0.494258. Ave ac:0.019986,0.033555
Initialization: 6.086000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.305000
Kernel 1: 0.023000
Kernel 2: 69.897003
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003004 0.785714 fi:0.457821. Ave ac:0.012707,0.024370
Initialization: 5.622000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.281000
Kernel 1: 0.023000
Kernel 2: 69.692001
Copyback: 0.017000
Sum: 0.018000
It 26,Best ac:0.003550 0.650000 fi:0.493462. Ave ac:0.017968,0.032459
Initialization: 6.269000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.319000
Kernel 1: 0.022000
Kernel 2: 69.766998
Copyback: 0.017000
Sum: 0.021000
It 27,Best ac:0.003004 0.785714 fi:0.451639. Ave ac:0.019754,0.032877
Initialization: 6.071000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.282000
Kernel 1: 0.024000
Kernel 2: 69.912003
Copyback: 0.017000
Sum: 0.020000
It 28,Best ac:0.003278 0.705882 fi:0.458803. Ave ac:0.020502,0.034307
Initialization: 6.056000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.347000
Kernel 1: 0.022000
Kernel 2: 66.660004
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003277 0.705882 fi:0.455852. Ave ac:0.018531,0.028823
Initialization: 6.105000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.288000
Kernel 1: 0.023000
Kernel 2: 65.385002
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004369 0.727273 fi:0.410141. Ave ac:0.014806,0.029361
Initialization: 5.608000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.286000
Kernel 1: 0.025000
Kernel 2: 66.134003
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.006282 0.696970 fi:0.445020. Ave ac:0.020084,0.034184
Initialization: 5.756000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.755000
Kernel 1: 0.023000
Kernel 2: 64.350998
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.003550 0.928571 fi:0.217360. Ave ac:0.017176,0.033138
Initialization: 5.610000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.750000
Kernel 1: 0.023000
Kernel 2: 65.053001
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.005190 0.575758 fi:0.579826. Ave ac:0.014670,0.028990
Initialization: 30.361000
Memcpy Instances: 362.872986
Memcpy Classifiers: 0.098000
Kernel 1: 0.025000
Kernel 2: 461.553009
Copyback: 0.016000
Sum: 0.013000
Memcpy Classifiers: 0.095000
Kernel 1: 0.015000
Kernel 2: 450.877991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.284000
Kernel 1: 0.014000
Kernel 2: 467.529999
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.012000
Kernel 2: 453.197998
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.094000
Kernel 1: 0.013000
Kernel 2: 477.653015
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.014000
Kernel 2: 445.399994
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.013000
Kernel 2: 451.364990
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.095000
Kernel 1: 0.013000
Kernel 2: 467.716003
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.060000
Kernel 1: 0.013000
Kernel 2: 188.882996
Copyback: 0.023000
Sum: 0.004000
It 34,Best ac:0.004146 0.496728 fi:0.688979. Ave ac:0.019953,0.061710
Best acc 0.004146 0.496728
Rule:Att PSSM_0_5 is [-2.261111,6.797959]|Att PSSM_0_12 is [<-3.209339]|Att PSSM_4_12 is [-6.514519,-0.762750]|Att PSSM_4_14 is [-3.789618,8.491885]|1
Accuracy : 0.786292
0	1	
147913	16167	
33977	36581	
Removed 1172 instances. 181890 Instances left. Acc of rule 0.003234-0.505119
Initialization: 5.734000
Memcpy Classifiers: 0.538000
Memcpy Instances: 7.295000
Kernel 1: 0.026000
Kernel 2: 88.205002
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.005578 accuracy2:0.191641
Initialization: 5.967000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 92.906998
Copyback: 0.019000
Sum: 0.030000
It 0,Best ac:0.001649 1.000000 fi:0.522402. Ave ac:0.010151,0.016096
Initialization: 5.617000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.708000
Kernel 1: 0.024000
Kernel 2: 93.899002
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.004398 0.470588 fi:0.628710. Ave ac:0.011549,0.014578
Initialization: 5.644000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.257000
Kernel 1: 0.023000
Kernel 2: 92.212997
Copyback: 0.018000
Sum: 0.030000
It 2,Best ac:0.005499 0.454545 fi:0.644150. Ave ac:0.011551,0.014615
Initialization: 6.728000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.601000
Kernel 1: 0.022000
Kernel 2: 89.466003
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.004949 0.439024 fi:0.659971. Ave ac:0.010168,0.012170
Initialization: 5.648000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.224000
Kernel 1: 0.143000
Kernel 2: 89.774002
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.003299 0.571429 fi:0.528465. Ave ac:0.012375,0.014894
Initialization: 6.089000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.258000
Kernel 1: 0.024000
Kernel 2: 87.592003
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.003848 0.700000 fi:0.399597. Ave ac:0.009794,0.011702
Initialization: 5.586000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.216000
Kernel 1: 0.023000
Kernel 2: 88.835999
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.005774 0.583333 fi:0.515212. Ave ac:0.008773,0.009851
Initialization: 5.756000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.263000
Kernel 1: 0.023000
Kernel 2: 90.436996
Copyback: 0.017000
Sum: 0.027000
It 7,Best ac:0.003849 0.560000 fi:0.539594. Ave ac:0.008912,0.012078
Initialization: 5.574000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.209000
Kernel 1: 0.023000
Kernel 2: 88.028999
Copyback: 0.017000
Sum: 0.026000
It 8,Best ac:0.007974 0.517857 fi:0.579491. Ave ac:0.009582,0.014021
Initialization: 5.593000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.678000
Kernel 1: 0.023000
Kernel 2: 87.831001
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.003299 0.571429 fi:0.528465. Ave ac:0.009542,0.010344
Iteration 10:MDL fitness activated
Error 0.528465 TL 0.031279
MDL Theory Length Weight: 5.6317697384 (5)
Initialization: 5.647000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.223000
Kernel 1: 0.023000
Kernel 2: 85.674004
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.009346 0.548387 fi:0.678419. Ave ac:0.009350,0.011391
Initialization: 5.539000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.226000
Kernel 1: 0.023000
Kernel 2: 84.255997
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.003848 0.538462 fi:0.707491. Ave ac:0.009969,0.011724
Initialization: 5.592000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.229000
Kernel 1: 0.023000
Kernel 2: 84.348999
Copyback: 0.016000
Sum: 0.032000
It 12,Best ac:0.005772 0.583333 fi:0.617390. Ave ac:0.011924,0.013992
Initialization: 5.636000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.223000
Kernel 1: 0.024000
Kernel 2: 77.928001
Copyback: 0.018000
Sum: 0.031000
It 13,Best ac:0.003024 0.611111 fi:0.622875. Ave ac:0.012715,0.014647
Initialization: 5.545000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.246000
Kernel 1: 0.024000
Kernel 2: 74.550003
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.003299 0.666667 fi:0.508082. Ave ac:0.013031,0.015456
Initialization: 5.638000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.239000
Kernel 1: 0.023000
Kernel 2: 74.570999
Copyback: 0.017000
Sum: 0.022000
It 15,Best ac:0.004398 0.615385 fi:0.548426. Ave ac:0.017908,0.023740
Initialization: 5.529000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.224000
Kernel 1: 0.024000
Kernel 2: 71.666000
Copyback: 0.017000
Sum: 0.024000
It 16,Best ac:0.005499 0.555556 fi:0.615081. Ave ac:0.013784,0.019935
Initialization: 5.579000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.220000
Kernel 1: 0.023000
Kernel 2: 67.555000
Copyback: 0.018000
Sum: 0.021000
It 17,Best ac:0.006047 0.578947 fi:0.583988. Ave ac:0.017243,0.028667
Initialization: 5.572000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.226000
Kernel 1: 0.023000
Kernel 2: 66.011002
Copyback: 0.018000
Sum: 0.020000
It 18,Best ac:0.004674 0.653846 fi:0.492467. Ave ac:0.018330,0.031620
Initialization: 5.612000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.200000
Kernel 1: 0.023000
Kernel 2: 64.796997
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.002750 0.769231 fi:0.536305. Ave ac:0.018809,0.036114
Initialization: 5.571000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.316000
Kernel 1: 0.022000
Kernel 2: 65.667000
Copyback: 0.018000
Sum: 0.021000
It 20,Best ac:0.006049 0.594595 fi:0.554709. Ave ac:0.016662,0.032084
Initialization: 5.980000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.230000
Kernel 1: 0.023000
Kernel 2: 64.003998
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.006047 0.733333 fi:0.430988. Ave ac:0.021813,0.033670
Initialization: 5.611000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.329000
Kernel 1: 0.024000
Kernel 2: 62.994999
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.003024 0.733333 fi:0.448656. Ave ac:0.022001,0.033673
Initialization: 5.639000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.533000
Kernel 1: 0.022000
Kernel 2: 62.033001
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004946 0.642857 fi:0.522067. Ave ac:0.019409,0.032857
Initialization: 5.695000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.202000
Kernel 1: 0.023000
Kernel 2: 63.776001
Copyback: 0.017000
Sum: 0.019000
It 24,Best ac:0.003574 0.684211 fi:0.484236. Ave ac:0.019694,0.035560
Initialization: 5.566000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.255000
Kernel 1: 0.023000
Kernel 2: 62.187000
Copyback: 0.017000
Sum: 0.020000
It 25,Best ac:0.004948 0.642857 fi:0.526983. Ave ac:0.016437,0.029446
Initialization: 5.609000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.261000
Kernel 1: 0.024000
Kernel 2: 62.091000
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.004398 0.695652 fi:0.472640. Ave ac:0.015019,0.031341
Initialization: 5.544000
Memcpy Classifiers: 0.733000
Memcpy Instances: 7.629000
Kernel 1: 0.021000
Kernel 2: 61.803001
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003848 0.777778 fi:0.393936. Ave ac:0.017018,0.037208
Initialization: 6.874000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.489000
Kernel 1: 0.022000
Kernel 2: 63.096001
Copyback: 0.020000
Sum: 0.021000
It 28,Best ac:0.005498 0.588235 fi:0.596319. Ave ac:0.015174,0.032564
Initialization: 5.564000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.402000
Kernel 1: 0.024000
Kernel 2: 63.716999
Copyback: 0.017000
Sum: 0.020000
It 29,Best ac:0.004674 0.586207 fi:0.557779. Ave ac:0.018857,0.037680
Initialization: 5.560000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.208000
Kernel 1: 0.023000
Kernel 2: 61.689999
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.005772 0.538462 fi:0.606932. Ave ac:0.023088,0.046436
Initialization: 5.585000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.288000
Kernel 1: 0.023000
Kernel 2: 64.195000
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.004124 0.652174 fi:0.533526. Ave ac:0.020875,0.034905
Initialization: 5.566000
Memcpy Classifiers: 0.189000
Memcpy Instances: 7.228000
Kernel 1: 0.024000
Kernel 2: 63.474998
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.002750 0.909091 fi:0.354643. Ave ac:0.019943,0.033766
Initialization: 5.613000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.258000
Kernel 1: 0.024000
Kernel 2: 63.157001
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.004123 0.681818 fi:0.478077. Ave ac:0.015091,0.028964
Initialization: 30.877001
Memcpy Instances: 359.980988
Memcpy Classifiers: 0.067000
Kernel 1: 0.024000
Kernel 2: 551.856995
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.059000
Kernel 1: 0.015000
Kernel 2: 544.851990
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 551.750000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 464.299988
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 566.612000
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 550.958984
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 467.864014
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.018000
Kernel 2: 563.288025
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.048000
Kernel 1: 0.013000
Kernel 2: 142.520996
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003299 0.502092 fi:0.663728. Ave ac:0.014769,0.048222
Best acc 0.003299 0.502092
Initialization: 5.646000
Memcpy Classifiers: 0.578000
Memcpy Instances: 7.221000
Kernel 1: 0.025000
Kernel 2: 90.338997
Copyback: 0.018000
Sum: 0.051000
Initial population average accuracy1:0.005889 accuracy2:0.196740
Initialization: 5.561000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.257000
Kernel 1: 0.024000
Kernel 2: 94.750000
Copyback: 0.022000
Sum: 0.030000
It 0,Best ac:0.003574 0.565217 fi:0.534527. Ave ac:0.008800,0.011207
Initialization: 5.621000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.228000
Kernel 1: 0.022000
Kernel 2: 92.737000
Copyback: 0.018000
Sum: 0.028000
It 1,Best ac:0.002750 0.666667 fi:0.536164. Ave ac:0.009271,0.012108
Initialization: 5.945000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.234000
Kernel 1: 0.023000
Kernel 2: 93.445999
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.006872 0.510204 fi:0.587743. Ave ac:0.010030,0.012260
Initialization: 5.569000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.264000
Kernel 1: 0.023000
Kernel 2: 90.588997
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.003023 0.647059 fi:0.477344. Ave ac:0.009663,0.009900
Initialization: 6.067000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.226000
Kernel 1: 0.023000
Kernel 2: 90.108002
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.004673 0.809524 fi:0.289625. Ave ac:0.009616,0.009498
Initialization: 5.651000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.442000
Kernel 1: 0.023000
Kernel 2: 93.085999
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.004397 0.615385 fi:0.483914. Ave ac:0.010336,0.009604
Initialization: 5.597000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.220000
Kernel 1: 0.022000
Kernel 2: 93.124001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.003299 0.600000 fi:0.499894. Ave ac:0.009392,0.008963
Initialization: 5.600000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.986000
Kernel 1: 0.023000
Kernel 2: 94.512001
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004949 0.666667 fi:0.432328. Ave ac:0.009200,0.008726
Initialization: 5.562000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.212000
Kernel 1: 0.023000
Kernel 2: 92.134003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003573 0.650000 fi:0.449744. Ave ac:0.007671,0.007390
Initialization: 5.549000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.247000
Kernel 1: 0.024000
Kernel 2: 90.391998
Copyback: 0.017000
Sum: 0.033000
It 9,Best ac:0.003299 0.923077 fi:0.176819. Ave ac:0.006851,0.006576
Iteration 10:MDL fitness activated
Error 0.176819 TL 0.049548
MDL Theory Length Weight: 1.1895589027 (1)
Initialization: 5.525000
Memcpy Classifiers: 0.476000
Memcpy Instances: 7.414000
Kernel 1: 0.022000
Kernel 2: 87.308998
Copyback: 0.017000
Sum: 0.035000
It 10,Best ac:0.004122 0.600000 fi:0.537717. Ave ac:0.004830,0.005761
Initialization: 5.636000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.288000
Kernel 1: 0.024000
Kernel 2: 87.906998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.003574 0.684211 fi:0.451437. Ave ac:0.007632,0.008900
Initialization: 5.543000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.219000
Kernel 1: 0.024000
Kernel 2: 86.164001
Copyback: 0.017000
Sum: 0.030000
It 12,Best ac:0.003573 0.619048 fi:0.509998. Ave ac:0.007054,0.006942
Initialization: 5.546000
Memcpy Classifiers: 0.461000
Memcpy Instances: 7.210000
Kernel 1: 0.024000
Kernel 2: 84.165001
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.003848 0.736842 fi:0.410696. Ave ac:0.007938,0.007779
Initialization: 5.639000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.271000
Kernel 1: 0.023000
Kernel 2: 83.142998
Copyback: 0.016000
Sum: 0.035000
It 14,Best ac:0.006874 0.714286 fi:0.422137. Ave ac:0.007051,0.006536
Initialization: 5.590000
Memcpy Classifiers: 0.479000
Memcpy Instances: 7.597000
Kernel 1: 0.023000
Kernel 2: 82.684998
Copyback: 0.016000
Sum: 0.030000
It 15,Best ac:0.006872 0.657895 fi:0.485067. Ave ac:0.006427,0.005958
Initialization: 5.857000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.230000
Kernel 1: 0.023000
Kernel 2: 83.649002
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003849 0.736842 fi:0.405051. Ave ac:0.006720,0.005924
Initialization: 5.606000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.275000
Kernel 1: 0.023000
Kernel 2: 82.936996
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.005223 0.730769 fi:0.409316. Ave ac:0.006075,0.005581
Initialization: 5.575000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.779000
Kernel 1: 0.023000
Kernel 2: 82.414001
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.004672 0.708333 fi:0.432755. Ave ac:0.005717,0.005373
Initialization: 6.314000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.351000
Kernel 1: 0.022000
Kernel 2: 83.180000
Copyback: 0.018000
Sum: 0.029000
It 19,Best ac:0.003024 0.733333 fi:0.420369. Ave ac:0.006617,0.005803
Initialization: 5.548000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.302000
Kernel 1: 0.023000
Kernel 2: 82.819000
Copyback: 0.017000
Sum: 0.032000
It 20,Best ac:0.009071 0.687500 fi:0.443419. Ave ac:0.006672,0.005141
Initialization: 6.089000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.247000
Kernel 1: 0.022000
Kernel 2: 84.150002
Copyback: 0.023000
Sum: 0.036000
It 21,Best ac:0.003299 0.857143 fi:0.288735. Ave ac:0.006839,0.005428
Initialization: 5.620000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.292000
Kernel 1: 0.022000
Kernel 2: 80.635002
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.002749 0.833333 fi:0.418929. Ave ac:0.006647,0.005551
Initialization: 5.523000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.240000
Kernel 1: 0.024000
Kernel 2: 78.980003
Copyback: 0.016000
Sum: 0.031000
It 23,Best ac:0.004123 0.714286 fi:0.411706. Ave ac:0.007038,0.006351
Initialization: 5.572000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.227000
Kernel 1: 0.023000
Kernel 2: 79.570000
Copyback: 0.017000
Sum: 0.029000
It 24,Best ac:0.004398 0.800000 fi:0.356141. Ave ac:0.006378,0.006527
Initialization: 5.601000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.259000
Kernel 1: 0.022000
Kernel 2: 79.598000
Copyback: 0.016000
Sum: 0.030000
It 25,Best ac:0.004673 0.708333 fi:0.426464. Ave ac:0.006089,0.005196
Initialization: 5.697000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.361000
Kernel 1: 0.024000
Kernel 2: 79.973999
Copyback: 0.017000
Sum: 0.028000
It 26,Best ac:0.004948 0.620690 fi:0.508526. Ave ac:0.006202,0.005019
Initialization: 5.683000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.737000
Kernel 1: 0.023000
Kernel 2: 79.722000
Copyback: 0.017000
Sum: 0.035000
It 27,Best ac:0.005224 0.760000 fi:0.373759. Ave ac:0.006984,0.005383
Initialization: 5.579000
Memcpy Classifiers: 0.415000
Memcpy Instances: 8.325000
Kernel 1: 0.022000
Kernel 2: 78.885002
Copyback: 0.017000
Sum: 0.036000
It 28,Best ac:0.004949 0.782609 fi:0.351430. Ave ac:0.005234,0.004155
Initialization: 5.545000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.645000
Kernel 1: 0.022000
Kernel 2: 78.808998
Copyback: 0.017000
Sum: 0.034000
It 29,Best ac:0.006874 0.641026 fi:0.487096. Ave ac:0.005067,0.004171
Initialization: 5.574000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.253000
Kernel 1: 0.023000
Kernel 2: 77.404999
Copyback: 0.017000
Sum: 0.026000
It 30,Best ac:0.004398 0.695652 fi:0.441277. Ave ac:0.005292,0.005070
MDL Theory Length Weight: 1.0706030124 (10)
Initialization: 5.571000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.253000
Kernel 1: 0.022000
Kernel 2: 79.996002
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.003024 0.733333 fi:0.421917. Ave ac:0.006912,0.004706
Initialization: 5.575000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.206000
Kernel 1: 0.024000
Kernel 2: 81.710999
Copyback: 0.017000
Sum: 0.031000
It 32,Best ac:0.004673 0.850000 fi:0.277278. Ave ac:0.005578,0.004150
Initialization: 5.569000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.250000
Kernel 1: 0.023000
Kernel 2: 79.650002
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.005223 0.703704 fi:0.421567. Ave ac:0.005049,0.003823
Initialization: 31.002001
Memcpy Instances: 412.158997
Memcpy Classifiers: 0.099000
Kernel 1: 0.025000
Kernel 2: 577.463013
Copyback: 0.016000
Sum: 0.014000
Memcpy Classifiers: 0.097000
Kernel 1: 0.015000
Kernel 2: 661.953979
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.097000
Kernel 1: 0.015000
Kernel 2: 575.478027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.095000
Kernel 1: 0.013000
Kernel 2: 657.793030
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.015000
Kernel 2: 659.754028
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.013000
Kernel 2: 664.047974
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.096000
Kernel 1: 0.013000
Kernel 2: 570.999023
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.096000
Kernel 1: 0.013000
Kernel 2: 658.111023
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 166.498001
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003854 0.547656 fi:0.579131. Ave ac:0.006113,0.016424
Best acc 0.003854 0.547656
Rule:Att PSSM_-3_12 is [-4.906512,-1.093488]|Att PSSM_-3_17 is [-3.083486,5.447481]|Att PSSM_-1_12 is [-4.296508,-2.774996]|Att PSSM_0_2 is [-6.267517,-1.732483]|Att PSSM_0_4 is [<-1.342074]|Att PSSM_1_12 is [-6.609511,-1.390489]|Att PSSM_1_16 is [<5.842742]|Att PSSM_4_12 is [<0.280559]|1
Accuracy : 0.786812
0	1	
147334	16746	
33276	37282	
Removed 1280 instances. 180610 Instances left. Acc of rule 0.003854-0.547656
Initialization: 5.712000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.920000
Kernel 1: 0.023000
Kernel 2: 89.681999
Copyback: 0.017000
Sum: 0.041000
Initial population average accuracy1:0.004984 accuracy2:0.183377
Initialization: 5.597000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.195000
Kernel 1: 0.023000
Kernel 2: 93.481003
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.007754 0.437500 fi:0.659909. Ave ac:0.008500,0.010937
Initialization: 5.525000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.160000
Kernel 1: 0.024000
Kernel 2: 94.094002
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.004708 0.485714 fi:0.613377. Ave ac:0.010216,0.013283
Initialization: 5.654000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.206000
Kernel 1: 0.023000
Kernel 2: 93.752998
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003876 0.518519 fi:0.581031. Ave ac:0.010631,0.012579
Initialization: 5.568000
Memcpy Classifiers: 0.416000
Memcpy Instances: 8.098000
Kernel 1: 0.023000
Kernel 2: 92.306999
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.006091 0.500000 fi:0.598332. Ave ac:0.009967,0.012114
Initialization: 5.517000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.658000
Kernel 1: 0.023000
Kernel 2: 92.002998
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.004153 0.600000 fi:0.499401. Ave ac:0.009353,0.012628
Initialization: 5.602000
Memcpy Classifiers: 0.473000
Memcpy Instances: 7.206000
Kernel 1: 0.023000
Kernel 2: 90.422997
Copyback: 0.018000
Sum: 0.033000
It 5,Best ac:0.004153 0.535714 fi:0.563683. Ave ac:0.010314,0.013872
Initialization: 5.534000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.200000
Kernel 1: 0.023000
Kernel 2: 89.038002
Copyback: 0.019000
Sum: 0.033000
It 6,Best ac:0.004430 0.571429 fi:0.527816. Ave ac:0.009163,0.010305
Initialization: 5.538000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.174000
Kernel 1: 0.023000
Kernel 2: 90.974998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003877 0.583333 fi:0.516217. Ave ac:0.009394,0.012196
Initialization: 5.513000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.151000
Kernel 1: 0.023000
Kernel 2: 89.435997
Copyback: 0.018000
Sum: 0.030000
It 8,Best ac:0.003599 0.590909 fi:0.508794. Ave ac:0.010400,0.010654
Initialization: 5.575000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.186000
Kernel 1: 0.023000
Kernel 2: 87.192001
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003599 0.684211 fi:0.415492. Ave ac:0.008063,0.009349
Iteration 10:MDL fitness activated
Error 0.415492 TL 0.036148
MDL Theory Length Weight: 3.8314193920 (1)
Initialization: 6.014000
Memcpy Classifiers: 0.615000
Memcpy Instances: 7.227000
Kernel 1: 0.022000
Kernel 2: 83.492996
Copyback: 0.017000
Sum: 0.032000
It 10,Best ac:0.003600 0.590909 fi:0.620746. Ave ac:0.007286,0.010745
Initialization: 5.614000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.178000
Kernel 1: 0.023000
Kernel 2: 81.384003
Copyback: 0.018000
Sum: 0.035000
It 11,Best ac:0.003045 0.611111 fi:0.594108. Ave ac:0.009430,0.010765
Initialization: 5.553000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.169000
Kernel 1: 0.023000
Kernel 2: 77.782997
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.003045 0.785714 fi:0.398277. Ave ac:0.010604,0.011971
Initialization: 5.950000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.227000
Kernel 1: 0.022000
Kernel 2: 78.232002
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.004428 0.666667 fi:0.514778. Ave ac:0.010352,0.012438
Initialization: 5.569000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.152000
Kernel 1: 0.024000
Kernel 2: 73.488998
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.004430 0.666667 fi:0.513998. Ave ac:0.011914,0.014848
Initialization: 5.548000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.189000
Kernel 1: 0.023000
Kernel 2: 73.335999
Copyback: 0.016000
Sum: 0.030000
It 15,Best ac:0.003322 0.750000 fi:0.446154. Ave ac:0.010531,0.013632
Initialization: 5.772000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.184000
Kernel 1: 0.024000
Kernel 2: 72.804001
Copyback: 0.018000
Sum: 0.027000
It 16,Best ac:0.003599 0.722222 fi:0.492607. Ave ac:0.008271,0.009750
Initialization: 5.572000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.211000
Kernel 1: 0.023000
Kernel 2: 74.876999
Copyback: 0.018000
Sum: 0.031000
It 17,Best ac:0.003323 0.631579 fi:0.553885. Ave ac:0.008181,0.009352
Initialization: 5.640000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.172000
Kernel 1: 0.023000
Kernel 2: 74.233002
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.006919 0.675676 fi:0.496127. Ave ac:0.009825,0.012236
Initialization: 5.605000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.160000
Kernel 1: 0.022000
Kernel 2: 72.952003
Copyback: 0.017000
Sum: 0.028000
It 19,Best ac:0.003045 0.785714 fi:0.421101. Ave ac:0.009857,0.010176
Initialization: 5.657000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.155000
Kernel 1: 0.024000
Kernel 2: 71.264999
Copyback: 0.017000
Sum: 0.026000
It 20,Best ac:0.004983 0.666667 fi:0.503688. Ave ac:0.007552,0.010251
Initialization: 5.553000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.154000
Kernel 1: 0.024000
Kernel 2: 71.309998
Copyback: 0.017000
Sum: 0.029000
It 21,Best ac:0.003323 0.545455 fi:0.637470. Ave ac:0.006574,0.009332
MDL Theory Length Weight: 3.4482774528 (10)
Initialization: 5.493000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.157000
Kernel 1: 0.023000
Kernel 2: 71.573997
Copyback: 0.018000
Sum: 0.021000
It 22,Best ac:0.003875 0.736842 fi:0.439520. Ave ac:0.013136,0.015069
Initialization: 5.485000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.163000
Kernel 1: 0.024000
Kernel 2: 69.927002
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.003045 0.733333 fi:0.413263. Ave ac:0.010325,0.016156
Initialization: 5.466000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.157000
Kernel 1: 0.024000
Kernel 2: 69.705002
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.003045 0.785714 fi:0.420604. Ave ac:0.010349,0.020565
Initialization: 6.302000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.169000
Kernel 1: 0.023000
Kernel 2: 70.709999
Copyback: 0.017000
Sum: 0.024000
It 25,Best ac:0.003875 0.560000 fi:0.622359. Ave ac:0.008286,0.013032
Initialization: 5.541000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.188000
Kernel 1: 0.023000
Kernel 2: 70.748001
Copyback: 0.017000
Sum: 0.027000
It 26,Best ac:0.004153 0.681818 fi:0.494453. Ave ac:0.009937,0.015469
Initialization: 5.537000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.178000
Kernel 1: 0.023000
Kernel 2: 72.098999
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.003045 0.611111 fi:0.548636. Ave ac:0.012153,0.019807
Initialization: 5.538000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.177000
Kernel 1: 0.023000
Kernel 2: 70.122002
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003321 0.750000 fi:0.394989. Ave ac:0.012032,0.012203
Initialization: 5.514000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.233000
Kernel 1: 0.023000
Kernel 2: 68.652000
Copyback: 0.017000
Sum: 0.024000
It 29,Best ac:0.003876 0.636364 fi:0.516382. Ave ac:0.008573,0.009361
Initialization: 5.616000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.670000
Kernel 1: 0.023000
Kernel 2: 68.343002
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.003321 0.705882 fi:0.460304. Ave ac:0.009960,0.011842
Initialization: 5.494000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.169000
Kernel 1: 0.024000
Kernel 2: 68.928001
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.004707 0.739130 fi:0.393867. Ave ac:0.008857,0.011758
Initialization: 5.519000
Memcpy Classifiers: 0.312000
Memcpy Instances: 7.205000
Kernel 1: 0.023000
Kernel 2: 69.805000
Copyback: 0.017000
Sum: 0.026000
It 32,Best ac:0.003046 0.733333 fi:0.426971. Ave ac:0.005984,0.009238
Initialization: 5.501000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.169000
Kernel 1: 0.023000
Kernel 2: 68.837997
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.003045 0.846154 fi:0.314730. Ave ac:0.008573,0.008860
Initialization: 30.862000
Memcpy Instances: 361.938995
Memcpy Classifiers: 0.069000
Kernel 1: 0.023000
Kernel 2: 597.085022
Copyback: 0.016000
Sum: 0.018000
Memcpy Classifiers: 0.063000
Kernel 1: 0.016000
Kernel 2: 593.146973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 584.085022
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 579.257996
Copyback: 0.366000
Sum: 0.003000
Memcpy Classifiers: 0.067000
Kernel 1: 0.016000
Kernel 2: 576.721008
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 588.517029
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.067000
Kernel 1: 0.015000
Kernel 2: 598.083984
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 592.497009
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.042000
Kernel 1: 0.014000
Kernel 2: 113.677002
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003765 0.457912 fi:0.675603. Ave ac:0.006800,0.018855
Best acc 0.003765 0.457912
Initialization: 5.568000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.192000
Kernel 1: 0.025000
Kernel 2: 90.139000
Copyback: 0.018000
Sum: 0.044000
Initial population average accuracy1:0.004927 accuracy2:0.182770
Initialization: 6.287000
Memcpy Classifiers: 0.543000
Memcpy Instances: 7.211000
Kernel 1: 0.023000
Kernel 2: 93.480003
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.003875 0.451613 fi:0.647940. Ave ac:0.008053,0.010537
Initialization: 5.567000
Memcpy Classifiers: 0.490000
Memcpy Instances: 7.187000
Kernel 1: 0.023000
Kernel 2: 97.900002
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.005816 0.477273 fi:0.621207. Ave ac:0.010060,0.011496
Initialization: 5.998000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.071000
Kernel 1: 0.023000
Kernel 2: 92.199997
Copyback: 0.017000
Sum: 0.033000
It 2,Best ac:0.006091 0.500000 fi:0.598327. Ave ac:0.011267,0.014329
Initialization: 5.595000
Memcpy Classifiers: 0.486000
Memcpy Instances: 7.161000
Kernel 1: 0.024000
Kernel 2: 92.958000
Copyback: 0.018000
Sum: 0.032000
It 3,Best ac:0.003876 0.500000 fi:0.599550. Ave ac:0.010626,0.012457
Initialization: 5.519000
Memcpy Classifiers: 0.576000
Memcpy Instances: 7.254000
Kernel 1: 0.023000
Kernel 2: 91.295998
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.004431 0.533333 fi:0.565911. Ave ac:0.011494,0.013566
Initialization: 6.226000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.516000
Kernel 1: 0.022000
Kernel 2: 91.691002
Copyback: 0.017000
Sum: 0.028000
It 5,Best ac:0.004983 0.545455 fi:0.553484. Ave ac:0.011595,0.013211
Initialization: 5.541000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.159000
Kernel 1: 0.023000
Kernel 2: 91.126999
Copyback: 0.017000
Sum: 0.031000
It 6,Best ac:0.003875 0.736842 fi:0.362711. Ave ac:0.007655,0.008878
Initialization: 5.590000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.158000
Kernel 1: 0.024000
Kernel 2: 92.962997
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003321 0.571429 fi:0.528430. Ave ac:0.007398,0.009297
Initialization: 5.479000
Memcpy Classifiers: 0.433000
Memcpy Instances: 8.281000
Kernel 1: 0.023000
Kernel 2: 94.847000
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.003323 0.521739 fi:0.578117. Ave ac:0.007256,0.010089
Initialization: 5.527000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.164000
Kernel 1: 0.023000
Kernel 2: 92.315002
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.003875 0.636364 fi:0.463190. Ave ac:0.007251,0.008370
Iteration 10:MDL fitness activated
Error 0.463190 TL 0.031046
MDL Theory Length Weight: 4.9731866785 (4)
Initialization: 6.282000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.221000
Kernel 1: 0.024000
Kernel 2: 90.196999
Copyback: 0.016000
Sum: 0.028000
It 10,Best ac:0.004430 0.592593 fi:0.606493. Ave ac:0.005312,0.010104
Initialization: 5.612000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.159000
Kernel 1: 0.023000
Kernel 2: 89.194000
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.004983 0.642857 fi:0.555923. Ave ac:0.006667,0.010896
Initialization: 5.521000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.161000
Kernel 1: 0.025000
Kernel 2: 85.369003
Copyback: 0.019000
Sum: 0.035000
It 12,Best ac:0.003045 0.523810 fi:0.659835. Ave ac:0.008019,0.011460
Initialization: 5.532000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.316000
Kernel 1: 0.023000
Kernel 2: 88.887001
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.004705 0.809524 fi:0.378586. Ave ac:0.010746,0.014225
Initialization: 5.499000
Memcpy Classifiers: 0.302000
Memcpy Instances: 8.482000
Kernel 1: 0.022000
Kernel 2: 85.656998
Copyback: 0.017000
Sum: 0.045000
It 14,Best ac:0.005536 0.625000 fi:0.552545. Ave ac:0.008948,0.013718
Initialization: 5.527000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.157000
Kernel 1: 0.023000
Kernel 2: 83.599998
Copyback: 0.016000
Sum: 0.031000
It 15,Best ac:0.004708 0.607143 fi:0.545218. Ave ac:0.011114,0.014706
Initialization: 5.586000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.227000
Kernel 1: 0.023000
Kernel 2: 84.589996
Copyback: 0.017000
Sum: 0.027000
It 16,Best ac:0.003600 0.684211 fi:0.516048. Ave ac:0.011972,0.018824
Initialization: 5.533000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.172000
Kernel 1: 0.022000
Kernel 2: 81.695000
Copyback: 0.017000
Sum: 0.027000
It 17,Best ac:0.004153 0.576923 fi:0.568623. Ave ac:0.010941,0.016696
Initialization: 5.543000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.220000
Kernel 1: 0.023000
Kernel 2: 79.697998
Copyback: 0.017000
Sum: 0.022000
It 18,Best ac:0.003045 0.578947 fi:0.567956. Ave ac:0.011363,0.020248
Initialization: 5.957000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.488000
Kernel 1: 0.022000
Kernel 2: 76.792999
Copyback: 0.017000
Sum: 0.023000
It 19,Best ac:0.005537 0.625000 fi:0.531342. Ave ac:0.017795,0.023540
Initialization: 5.997000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.165000
Kernel 1: 0.023000
Kernel 2: 71.244003
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.002768 0.769231 fi:0.471981. Ave ac:0.013175,0.022711
Initialization: 5.566000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.278000
Kernel 1: 0.022000
Kernel 2: 71.905998
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.003045 0.733333 fi:0.454049. Ave ac:0.013513,0.030648
Initialization: 5.679000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.177000
Kernel 1: 0.023000
Kernel 2: 68.346001
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003599 0.812500 fi:0.334111. Ave ac:0.014528,0.024153
Initialization: 5.528000
Memcpy Classifiers: 0.262000
Memcpy Instances: 7.212000
Kernel 1: 0.023000
Kernel 2: 67.974998
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.006643 0.648649 fi:0.520197. Ave ac:0.014205,0.032255
Initialization: 5.633000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.177000
Kernel 1: 0.022000
Kernel 2: 64.722000
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.003045 0.846154 fi:0.301349. Ave ac:0.016052,0.031923
Initialization: 5.583000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.163000
Kernel 1: 0.023000
Kernel 2: 67.552002
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.005259 0.703704 fi:0.432222. Ave ac:0.014776,0.032489
Initialization: 6.547000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.171000
Kernel 1: 0.024000
Kernel 2: 64.810997
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.003322 0.600000 fi:0.556794. Ave ac:0.014597,0.034575
Initialization: 5.575000
Memcpy Classifiers: 0.203000
Memcpy Instances: 7.150000
Kernel 1: 0.023000
Kernel 2: 66.476997
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.004428 0.800000 fi:0.334344. Ave ac:0.015141,0.033922
Initialization: 5.590000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.167000
Kernel 1: 0.024000
Kernel 2: 63.570000
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003045 0.578947 fi:0.574903. Ave ac:0.008768,0.024441
Initialization: 5.616000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.212000
Kernel 1: 0.023000
Kernel 2: 64.708000
Copyback: 0.018000
Sum: 0.019000
It 29,Best ac:0.003045 0.611111 fi:0.595441. Ave ac:0.021843,0.042031
Initialization: 5.593000
Memcpy Classifiers: 0.406000
Memcpy Instances: 7.186000
Kernel 1: 0.024000
Kernel 2: 65.650002
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.003876 0.583333 fi:0.560732. Ave ac:0.021528,0.041485
Initialization: 6.127000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.159000
Kernel 1: 0.023000
Kernel 2: 65.024002
Copyback: 0.017000
Sum: 0.020000
It 31,Best ac:0.003045 0.647059 fi:0.502519. Ave ac:0.020516,0.041284
Initialization: 5.620000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.795000
Kernel 1: 0.023000
Kernel 2: 68.949997
Copyback: 0.020000
Sum: 0.025000
It 32,Best ac:0.003045 0.550000 fi:0.597670. Ave ac:0.014898,0.036903
Initialization: 5.746000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.300000
Kernel 1: 0.022000
Kernel 2: 64.827003
Copyback: 0.016000
Sum: 0.021000
It 33,Best ac:0.003599 0.650000 fi:0.503796. Ave ac:0.023833,0.044918
MDL Theory Length Weight: 4.4758680107 (10)
Initialization: 30.783001
Memcpy Instances: 355.421997
Memcpy Classifiers: 0.060000
Kernel 1: 0.028000
Kernel 2: 575.075989
Copyback: 0.015000
Sum: 0.012000
Memcpy Classifiers: 0.054000
Kernel 1: 0.014000
Kernel 2: 582.002991
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.014000
Kernel 2: 562.856018
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.012000
Kernel 2: 568.895996
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 567.856018
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 557.802002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.054000
Kernel 1: 0.013000
Kernel 2: 587.293030
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.053000
Kernel 1: 0.013000
Kernel 2: 568.984985
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.037000
Kernel 1: 0.015000
Kernel 2: 114.114998
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.003571 0.446367 fi:0.686775. Ave ac:0.026798,0.084444
Best acc 0.003571 0.446367
Initialization: 5.589000
Memcpy Classifiers: 0.559000
Memcpy Instances: 7.163000
Kernel 1: 0.026000
Kernel 2: 90.869003
Copyback: 0.017000
Sum: 0.049000
Initial population average accuracy1:0.005454 accuracy2:0.172923
Initialization: 5.588000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.171000
Kernel 1: 0.024000
Kernel 2: 93.686996
Copyback: 0.017000
Sum: 0.032000
It 0,Best ac:0.007475 0.397059 fi:0.700509. Ave ac:0.008993,0.011963
Initialization: 5.713000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.197000
Kernel 1: 0.023000
Kernel 2: 94.220001
Copyback: 0.370000
Sum: 0.027000
It 1,Best ac:0.005814 0.381818 fi:0.716661. Ave ac:0.009872,0.013966
Initialization: 5.575000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.283000
Kernel 1: 0.022000
Kernel 2: 94.459000
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.003322 0.375000 fi:0.724859. Ave ac:0.010589,0.013923
Initialization: 5.542000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.214000
Kernel 1: 0.023000
Kernel 2: 93.852997
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.004428 0.432432 fi:0.666815. Ave ac:0.010277,0.011643
Initialization: 5.576000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.156000
Kernel 1: 0.023000
Kernel 2: 92.455002
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.003599 0.541667 fi:0.558039. Ave ac:0.009764,0.011227
Initialization: 5.629000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.167000
Kernel 1: 0.024000
Kernel 2: 94.994003
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.004152 0.500000 fi:0.599401. Ave ac:0.011224,0.014452
Initialization: 5.469000
Memcpy Classifiers: 0.426000
Memcpy Instances: 7.192000
Kernel 1: 0.023000
Kernel 2: 90.252998
Copyback: 0.016000
Sum: 0.030000
It 6,Best ac:0.003599 0.541667 fi:0.558036. Ave ac:0.010043,0.011022
Initialization: 5.613000
Memcpy Classifiers: 0.415000
Memcpy Instances: 9.168000
Kernel 1: 0.023000
Kernel 2: 92.574997
Copyback: 0.024000
Sum: 0.036000
It 7,Best ac:0.003599 0.590909 fi:0.508794. Ave ac:0.008127,0.009844
Initialization: 5.482000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.428000
Kernel 1: 0.022000
Kernel 2: 95.051003
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.005537 0.606061 fi:0.492572. Ave ac:0.009113,0.009871
Initialization: 5.616000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.167000
Kernel 1: 0.023000
Kernel 2: 95.455002
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.004152 0.468750 fi:0.630651. Ave ac:0.008561,0.007851
Iteration 10:MDL fitness activated
Error 0.630651 TL 0.038561
MDL Theory Length Weight: 5.4515918098 (2)
Initialization: 5.528000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.148000
Kernel 1: 0.023000
Kernel 2: 91.039001
Copyback: 0.018000
Sum: 0.030000
It 10,Best ac:0.003599 0.684211 fi:0.634562. Ave ac:0.009298,0.009349
Initialization: 5.493000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.277000
Kernel 1: 0.023000
Kernel 2: 88.546997
Copyback: 0.018000
Sum: 0.038000
It 11,Best ac:0.005537 0.714286 fi:0.578873. Ave ac:0.010987,0.011778
Initialization: 5.459000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.222000
Kernel 1: 0.024000
Kernel 2: 86.717003
Copyback: 0.017000
Sum: 0.035000
It 12,Best ac:0.003322 0.666667 fi:0.597597. Ave ac:0.011561,0.011655
Initialization: 5.537000
Memcpy Classifiers: 0.394000
Memcpy Instances: 7.798000
Kernel 1: 0.023000
Kernel 2: 81.794998
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.003321 0.631579 fi:0.645870. Ave ac:0.009995,0.012562
Initialization: 5.638000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.166000
Kernel 1: 0.024000
Kernel 2: 81.957001
Copyback: 0.017000
Sum: 0.027000
It 14,Best ac:0.003045 0.647059 fi:0.623344. Ave ac:0.011271,0.013317
Initialization: 5.516000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.224000
Kernel 1: 0.023000
Kernel 2: 78.641998
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.006091 0.578947 fi:0.610880. Ave ac:0.010292,0.012691
Initialization: 5.564000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.153000
Kernel 1: 0.024000
Kernel 2: 75.550003
Copyback: 0.016000
Sum: 0.031000
It 16,Best ac:0.007475 0.540000 fi:0.660172. Ave ac:0.011183,0.015373
Initialization: 6.252000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.201000
Kernel 1: 0.023000
Kernel 2: 73.551003
Copyback: 0.016000
Sum: 0.026000
It 17,Best ac:0.003046 0.550000 fi:0.652833. Ave ac:0.012540,0.014545
Initialization: 6.053000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.172000
Kernel 1: 0.023000
Kernel 2: 70.844002
Copyback: 0.017000
Sum: 0.029000
It 18,Best ac:0.005537 0.571429 fi:0.616856. Ave ac:0.013115,0.019420
Initialization: 5.546000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.658000
Kernel 1: 0.023000
Kernel 2: 66.380997
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.005260 0.593750 fi:0.584126. Ave ac:0.014396,0.018145
Initialization: 5.564000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.261000
Kernel 1: 0.022000
Kernel 2: 62.331001
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.003599 0.684211 fi:0.487927. Ave ac:0.010760,0.013412
Initialization: 5.543000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.158000
Kernel 1: 0.024000
Kernel 2: 63.278000
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.003875 0.700000 fi:0.500324. Ave ac:0.010551,0.011916
Initialization: 5.541000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.646000
Kernel 1: 0.023000
Kernel 2: 61.911999
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.004430 0.551724 fi:0.648291. Ave ac:0.008295,0.008480
Initialization: 5.533000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.196000
Kernel 1: 0.022000
Kernel 2: 62.877998
Copyback: 0.018000
Sum: 0.023000
It 23,Best ac:0.002769 0.666667 fi:0.597746. Ave ac:0.012549,0.013764
Initialization: 6.012000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.952000
Kernel 1: 0.022000
Kernel 2: 61.068001
Copyback: 0.017000
Sum: 0.022000
It 24,Best ac:0.005260 0.655172 fi:0.542650. Ave ac:0.016048,0.018840
Initialization: 5.547000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.896000
Kernel 1: 0.022000
Kernel 2: 60.428001
Copyback: 0.044000
Sum: 0.022000
It 25,Best ac:0.004707 0.653846 fi:0.510149. Ave ac:0.016502,0.023287
Initialization: 5.573000
Memcpy Classifiers: 0.282000
Memcpy Instances: 8.969000
Kernel 1: 0.022000
Kernel 2: 61.055000
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.004153 0.555556 fi:0.616337. Ave ac:0.014864,0.016295
Initialization: 5.571000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.157000
Kernel 1: 0.024000
Kernel 2: 62.469002
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003321 0.750000 fi:0.421487. Ave ac:0.014488,0.017269
Initialization: 5.536000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.158000
Kernel 1: 0.022000
Kernel 2: 61.676998
Copyback: 0.018000
Sum: 0.020000
It 28,Best ac:0.003876 0.636364 fi:0.543882. Ave ac:0.014013,0.017500
Initialization: 5.596000
Memcpy Classifiers: 0.244000
Memcpy Instances: 7.188000
Kernel 1: 0.023000
Kernel 2: 64.028000
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.006643 0.600000 fi:0.573600. Ave ac:0.013625,0.015844
Initialization: 5.618000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.157000
Kernel 1: 0.023000
Kernel 2: 62.816002
Copyback: 0.018000
Sum: 0.022000
It 30,Best ac:0.006368 0.638889 fi:0.543049. Ave ac:0.012882,0.016993
Initialization: 5.615000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.159000
Kernel 1: 0.024000
Kernel 2: 60.880001
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.003876 0.666667 fi:0.531066. Ave ac:0.013965,0.018577
Initialization: 5.567000
Memcpy Classifiers: 0.355000
Memcpy Instances: 7.264000
Kernel 1: 0.021000
Kernel 2: 62.004002
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.006092 0.733333 fi:0.441800. Ave ac:0.010896,0.017123
Initialization: 5.992000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.199000
Kernel 1: 0.023000
Kernel 2: 61.228001
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.003322 0.705882 fi:0.442658. Ave ac:0.012045,0.022446
Initialization: 32.205002
Memcpy Instances: 357.420990
Memcpy Classifiers: 0.063000
Kernel 1: 0.025000
Kernel 2: 553.109009
Copyback: 0.016000
Sum: 0.015000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 554.192017
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.064000
Kernel 1: 0.016000
Kernel 2: 551.776001
Copyback: 0.017000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.014000
Kernel 2: 555.117004
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 539.416992
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.061000
Kernel 1: 0.013000
Kernel 2: 568.778015
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 549.682983
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.062000
Kernel 1: 0.013000
Kernel 2: 557.794006
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.042000
Kernel 1: 0.013000
Kernel 2: 113.433998
Copyback: 0.015000
Sum: 0.000000
It 34,Best ac:0.042722 0.453030 fi:0.676967. Ave ac:0.009754,0.029957
Best acc 0.042722 0.453030
Initialization: 5.620000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.275000
Kernel 1: 0.025000
Kernel 2: 88.253998
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.004615 accuracy2:0.183613
Initialization: 5.546000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.151000
Kernel 1: 0.024000
Kernel 2: 93.709999
Copyback: 0.017000
Sum: 0.036000
It 0,Best ac:0.003045 0.550000 fi:0.555997. Ave ac:0.007989,0.009667
Initialization: 5.925000
Memcpy Classifiers: 0.524000
Memcpy Instances: 7.209000
Kernel 1: 0.023000
Kernel 2: 92.750000
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.004430 0.484848 fi:0.614396. Ave ac:0.010296,0.012698
Initialization: 5.518000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.239000
Kernel 1: 0.024000
Kernel 2: 96.459999
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.005812 0.525000 fi:0.573484. Ave ac:0.011973,0.013681
Initialization: 5.581000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.201000
Kernel 1: 0.024000
Kernel 2: 96.218002
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.004707 0.566667 fi:0.532425. Ave ac:0.012799,0.013479
Initialization: 5.532000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.176000
Kernel 1: 0.023000
Kernel 2: 98.307999
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.009413 0.557377 fi:0.539115. Ave ac:0.015471,0.015468
Initialization: 5.566000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.192000
Kernel 1: 0.023000
Kernel 2: 94.958000
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.003321 0.750000 fi:0.349859. Ave ac:0.015144,0.014785
Initialization: 5.544000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.414000
Kernel 1: 0.022000
Kernel 2: 95.813004
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.004705 0.586207 fi:0.512888. Ave ac:0.011933,0.012301
Initialization: 5.497000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.161000
Kernel 1: 0.023000
Kernel 2: 95.181000
Copyback: 0.017000
Sum: 0.031000
It 7,Best ac:0.003598 0.590909 fi:0.508797. Ave ac:0.010299,0.011065
Initialization: 5.556000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.161000
Kernel 1: 0.024000
Kernel 2: 90.620003
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.003045 0.647059 fi:0.458938. Ave ac:0.008490,0.009784
Initialization: 5.568000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.191000
Kernel 1: 0.023000
Kernel 2: 91.141998
Copyback: 0.019000
Sum: 0.032000
It 9,Best ac:0.003598 0.684211 fi:0.415495. Ave ac:0.009192,0.010678
Iteration 10:MDL fitness activated
Error 0.415495 TL 0.039526
MDL Theory Length Weight: 3.5039987721 (5)
Initialization: 5.639000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.178000
Kernel 1: 0.023000
Kernel 2: 90.800003
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.003598 0.590909 fi:0.616390. Ave ac:0.009172,0.010663
Initialization: 5.551000
Memcpy Classifiers: 0.590000
Memcpy Instances: 8.316000
Kernel 1: 0.021000
Kernel 2: 89.383003
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.004705 0.708333 fi:0.529959. Ave ac:0.009906,0.009273
Initialization: 6.102000
Memcpy Classifiers: 0.364000
Memcpy Instances: 7.304000
Kernel 1: 0.022000
Kernel 2: 83.612999
Copyback: 0.018000
Sum: 0.037000
It 12,Best ac:0.004707 0.629630 fi:0.580950. Ave ac:0.010400,0.009847
Initialization: 5.758000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.164000
Kernel 1: 0.023000
Kernel 2: 86.630997
Copyback: 0.017000
Sum: 0.037000
It 13,Best ac:0.005812 0.567568 fi:0.606059. Ave ac:0.010221,0.010731
Initialization: 5.560000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.254000
Kernel 1: 0.023000
Kernel 2: 79.864998
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.003046 0.611111 fi:0.541350. Ave ac:0.012060,0.017800
Initialization: 5.610000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.221000
Kernel 1: 0.023000
Kernel 2: 80.622002
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.004428 0.640000 fi:0.568575. Ave ac:0.012232,0.017137
Initialization: 5.536000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.167000
Kernel 1: 0.024000
Kernel 2: 77.675003
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003321 0.705882 fi:0.457849. Ave ac:0.010753,0.010187
Initialization: 5.507000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.219000
Kernel 1: 0.023000
Kernel 2: 75.300003
Copyback: 0.017000
Sum: 0.031000
It 17,Best ac:0.003045 0.733333 fi:0.450243. Ave ac:0.010583,0.012566
Initialization: 5.548000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.187000
Kernel 1: 0.024000
Kernel 2: 72.579002
Copyback: 0.018000
Sum: 0.052000
It 18,Best ac:0.003045 0.733333 fi:0.423083. Ave ac:0.008087,0.009896
Initialization: 5.505000
Memcpy Classifiers: 0.301000
Memcpy Instances: 8.348000
Kernel 1: 0.023000
Kernel 2: 74.249001
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.004707 0.708333 fi:0.448025. Ave ac:0.009516,0.009633
Initialization: 5.593000
Memcpy Classifiers: 0.306000
Memcpy Instances: 7.153000
Kernel 1: 0.024000
Kernel 2: 74.297997
Copyback: 0.016000
Sum: 0.028000
It 20,Best ac:0.003321 0.750000 fi:0.407607. Ave ac:0.006690,0.009809
Initialization: 5.501000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.650000
Kernel 1: 0.022000
Kernel 2: 73.575996
Copyback: 0.017000
Sum: 0.028000
It 21,Best ac:0.003322 0.750000 fi:0.423821. Ave ac:0.009650,0.011064
Initialization: 5.474000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.672000
Kernel 1: 0.023000
Kernel 2: 76.597000
Copyback: 0.017000
Sum: 0.029000
It 22,Best ac:0.008308 0.638298 fi:0.527261. Ave ac:0.009137,0.009002
Initialization: 5.614000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.179000
Kernel 1: 0.023000
Kernel 2: 76.021004
Copyback: 0.017000
Sum: 0.029000
It 23,Best ac:0.005537 0.606061 fi:0.556157. Ave ac:0.006577,0.008149
Initialization: 5.498000
Memcpy Classifiers: 0.327000
Memcpy Instances: 7.150000
Kernel 1: 0.024000
Kernel 2: 77.449997
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.003045 0.785714 fi:0.394082. Ave ac:0.007152,0.006231
Initialization: 5.539000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.672000
Kernel 1: 0.023000
Kernel 2: 78.272003
Copyback: 0.017000
Sum: 0.028000
It 25,Best ac:0.004708 0.809524 fi:0.374428. Ave ac:0.005974,0.006169
Initialization: 5.692000
Memcpy Classifiers: 0.322000
Memcpy Instances: 8.289000
Kernel 1: 0.023000
Kernel 2: 79.182999
Copyback: 0.017000
Sum: 0.032000
It 26,Best ac:0.003877 0.482759 fi:0.670260. Ave ac:0.004709,0.005224
Initialization: 5.548000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.157000
Kernel 1: 0.023000
Kernel 2: 77.887001
Copyback: 0.017000
Sum: 0.031000
It 27,Best ac:0.003876 0.736842 fi:0.419975. Ave ac:0.008234,0.008228
Initialization: 5.524000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.217000
Kernel 1: 0.024000
Kernel 2: 79.070999
Copyback: 0.018000
Sum: 0.032000
It 28,Best ac:0.003877 0.666667 fi:0.477403. Ave ac:0.008321,0.008482
Initialization: 5.638000
Memcpy Classifiers: 0.308000
Memcpy Instances: 7.162000
Kernel 1: 0.023000
Kernel 2: 77.655998
Copyback: 0.017000
Sum: 0.028000
It 29,Best ac:0.003046 0.846154 fi:0.339000. Ave ac:0.006139,0.007283
Initialization: 5.530000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.427000
Kernel 1: 0.023000
Kernel 2: 75.511002
Copyback: 0.017000
Sum: 0.028000
It 30,Best ac:0.001661 1.000000 fi:0.563630. Ave ac:0.005181,0.005791
Initialization: 5.732000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.336000
Kernel 1: 0.022000
Kernel 2: 73.525002
Copyback: 0.017000
Sum: 0.028000
It 31,Best ac:0.003322 0.600000 fi:0.547927. Ave ac:0.006212,0.008589
Initialization: 5.478000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.157000
Kernel 1: 0.023000
Kernel 2: 74.198997
Copyback: 0.017000
Sum: 0.029000
It 32,Best ac:0.002769 0.833333 fi:0.413926. Ave ac:0.010550,0.010208
Initialization: 5.507000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.162000
Kernel 1: 0.023000
Kernel 2: 75.369003
Copyback: 0.017000
Sum: 0.027000
It 33,Best ac:0.003046 0.785714 fi:0.426531. Ave ac:0.005990,0.005767
Initialization: 31.073999
Memcpy Instances: 358.481995
Memcpy Classifiers: 0.072000
Kernel 1: 0.023000
Kernel 2: 649.396973
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 640.911011
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.069000
Kernel 1: 0.015000
Kernel 2: 635.896973
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 640.536011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 642.588989
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.084000
Kernel 1: 0.014000
Kernel 2: 644.838013
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 642.979004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 638.656982
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.043000
Kernel 1: 0.014000
Kernel 2: 114.205002
Copyback: 0.014000
Sum: 0.000000
It 34,Best ac:0.004618 0.535645 fi:0.616965. Ave ac:0.006110,0.016761
Best acc 0.004618 0.535645
Rule:Att PSSM_-3_14 is [<3.552864]|Att PSSM_0_5 is [-0.946075,8.946075]|Att PSSM_0_7 is [-5.425344,-1.924765]|Att PSSM_0_12 is [-6.770264,-1.229736]|Att PSSM_1_5 is [>-1.732747]|Att PSSM_3_16 is [-3.859488,5.859488]|1
Accuracy : 0.787285
0	1	
146611	17469	
32442	38116	
Removed 1557 instances. 179053 Instances left. Acc of rule 0.004618-0.535645
Initialization: 5.509000
Memcpy Classifiers: 0.504000
Memcpy Instances: 7.103000
Kernel 1: 0.025000
Kernel 2: 88.962997
Copyback: 0.371000
Sum: 0.043000
Initial population average accuracy1:0.004326 accuracy2:0.175721
Initialization: 5.545000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.121000
Kernel 1: 0.023000
Kernel 2: 92.916000
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.004189 0.555556 fi:0.543785. Ave ac:0.008064,0.009716
Initialization: 5.812000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.764000
Kernel 1: 0.023000
Kernel 2: 94.057999
Copyback: 0.023000
Sum: 0.032000
It 1,Best ac:0.003071 0.523810 fi:0.576158. Ave ac:0.009046,0.011353
Initialization: 5.450000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.164000
Kernel 1: 0.024000
Kernel 2: 95.677002
Copyback: 0.017000
Sum: 0.042000
It 2,Best ac:0.003629 0.481481 fi:0.618172. Ave ac:0.009762,0.010538
Initialization: 5.466000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.133000
Kernel 1: 0.023000
Kernel 2: 92.790001
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.004189 0.535714 fi:0.563626. Ave ac:0.010315,0.011698
Initialization: 5.568000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.581000
Kernel 1: 0.023000
Kernel 2: 92.225998
Copyback: 0.017000
Sum: 0.026000
It 4,Best ac:0.002793 0.625000 fi:0.539694. Ave ac:0.009849,0.011532
Initialization: 5.438000
Memcpy Classifiers: 0.444000
Memcpy Instances: 7.142000
Kernel 1: 0.023000
Kernel 2: 91.848999
Copyback: 0.017000
Sum: 0.026000
It 5,Best ac:0.003630 0.590909 fi:0.508745. Ave ac:0.009735,0.011778
Initialization: 5.573000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.108000
Kernel 1: 0.024000
Kernel 2: 88.848000
Copyback: 0.016000
Sum: 0.028000
It 6,Best ac:0.003072 0.550000 fi:0.549967. Ave ac:0.009854,0.013105
Initialization: 5.484000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.632000
Kernel 1: 0.023000
Kernel 2: 89.731003
Copyback: 0.018000
Sum: 0.031000
It 7,Best ac:0.003071 0.611111 fi:0.488856. Ave ac:0.010418,0.012264
Initialization: 5.498000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 88.158997
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.002234 0.888889 fi:0.443896. Ave ac:0.010932,0.012880
Initialization: 5.514000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.110000
Kernel 1: 0.026000
Kernel 2: 88.496002
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.003352 0.666667 fi:0.433141. Ave ac:0.009707,0.011504
Iteration 10:MDL fitness activated
Error 0.433141 TL 0.028743
MDL Theory Length Weight: 5.0230731899 (1)
Initialization: 5.547000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.567000
Kernel 1: 0.023000
Kernel 2: 85.438004
Copyback: 0.017000
Sum: 0.034000
It 10,Best ac:0.004747 0.629630 fi:0.600407. Ave ac:0.007899,0.007525
Initialization: 5.601000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.118000
Kernel 1: 0.023000
Kernel 2: 81.334999
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.005028 0.666667 fi:0.554990. Ave ac:0.009516,0.011532
Initialization: 5.493000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.322000
Kernel 1: 0.023000
Kernel 2: 77.536003
Copyback: 0.016000
Sum: 0.037000
It 12,Best ac:0.003351 0.705882 fi:0.563062. Ave ac:0.010570,0.013024
Initialization: 5.550000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.565000
Kernel 1: 0.024000
Kernel 2: 76.462997
Copyback: 0.017000
Sum: 0.054000
It 13,Best ac:0.005866 0.567568 fi:0.606515. Ave ac:0.008787,0.010083
Initialization: 6.113000
Memcpy Classifiers: 0.322000
Memcpy Instances: 7.101000
Kernel 1: 0.022000
Kernel 2: 74.273003
Copyback: 0.017000
Sum: 0.024000
It 14,Best ac:0.004468 0.615385 fi:0.547898. Ave ac:0.011182,0.014806
Initialization: 5.516000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.544000
Kernel 1: 0.023000
Kernel 2: 71.295998
Copyback: 0.017000
Sum: 0.024000
It 15,Best ac:0.003910 0.608696 fi:0.579523. Ave ac:0.009812,0.013719
Initialization: 5.547000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.147000
Kernel 1: 0.023000
Kernel 2: 69.724998
Copyback: 0.017000
Sum: 0.024000
It 16,Best ac:0.003352 0.800000 fi:0.391632. Ave ac:0.016371,0.023211
Initialization: 5.984000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.142000
Kernel 1: 0.023000
Kernel 2: 68.464996
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003072 0.578947 fi:0.563665. Ave ac:0.017295,0.023161
Initialization: 5.884000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.263000
Kernel 1: 0.023000
Kernel 2: 64.925003
Copyback: 0.016000
Sum: 0.023000
It 18,Best ac:0.003630 0.619048 fi:0.523407. Ave ac:0.017418,0.025394
Initialization: 5.546000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.600000
Kernel 1: 0.023000
Kernel 2: 64.845001
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.003072 0.523810 fi:0.622003. Ave ac:0.015213,0.022927
Initialization: 5.660000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.125000
Kernel 1: 0.023000
Kernel 2: 66.413002
Copyback: 0.017000
Sum: 0.022000
It 20,Best ac:0.003350 0.666667 fi:0.506171. Ave ac:0.022172,0.030073
Initialization: 5.567000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.127000
Kernel 1: 0.024000
Kernel 2: 67.813004
Copyback: 0.017000
Sum: 0.023000
It 21,Best ac:0.003071 0.733333 fi:0.468021. Ave ac:0.015819,0.026429
Initialization: 5.544000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.113000
Kernel 1: 0.023000
Kernel 2: 66.873001
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.003072 0.733333 fi:0.441297. Ave ac:0.020322,0.034587
Initialization: 5.441000
Memcpy Classifiers: 0.262000
Memcpy Instances: 7.133000
Kernel 1: 0.024000
Kernel 2: 63.339001
Copyback: 0.017000
Sum: 0.021000
It 23,Best ac:0.004747 0.653846 fi:0.533902. Ave ac:0.020384,0.035698
Initialization: 5.526000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.173000
Kernel 1: 0.024000
Kernel 2: 82.941002
Copyback: 0.024000
Sum: 0.023000
It 24,Best ac:0.002793 0.769231 fi:0.443875. Ave ac:0.019816,0.032898
Initialization: 6.630000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.096000
Kernel 1: 0.023000
Kernel 2: 65.112999
Copyback: 0.024000
Sum: 0.024000
It 25,Best ac:0.003351 0.923077 fi:0.251397. Ave ac:0.022970,0.042310
Initialization: 6.026000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.927000
Kernel 1: 0.022000
Kernel 2: 66.911003
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.005863 0.750000 fi:0.381633. Ave ac:0.017899,0.033319
Initialization: 5.701000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.133000
Kernel 1: 0.023000
Kernel 2: 66.471001
Copyback: 0.017000
Sum: 0.021000
It 27,Best ac:0.003072 0.550000 fi:0.586918. Ave ac:0.015309,0.035199
Initialization: 5.638000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.114000
Kernel 1: 0.023000
Kernel 2: 67.623001
Copyback: 0.018000
Sum: 0.022000
It 28,Best ac:0.005025 0.580645 fi:0.606947. Ave ac:0.023442,0.040817
Initialization: 5.470000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.085000
Kernel 1: 0.023000
Kernel 2: 69.406998
Copyback: 0.022000
Sum: 0.024000
It 29,Best ac:0.003071 0.733333 fi:0.399759. Ave ac:0.016892,0.031873
Initialization: 5.497000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.496000
Kernel 1: 0.024000
Kernel 2: 63.990002
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.003351 0.750000 fi:0.434311. Ave ac:0.017669,0.033397
Initialization: 5.510000
Memcpy Classifiers: 0.205000
Memcpy Instances: 8.227000
Kernel 1: 0.024000
Kernel 2: 69.745003
Copyback: 0.017000
Sum: 0.023000
It 31,Best ac:0.003072 0.687500 fi:0.469075. Ave ac:0.013262,0.028740
Initialization: 5.453000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.568000
Kernel 1: 0.023000
Kernel 2: 66.401001
Copyback: 0.017000
Sum: 0.023000
It 32,Best ac:0.003630 0.650000 fi:0.522369. Ave ac:0.014720,0.029701
Initialization: 5.510000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.103000
Kernel 1: 0.024000
Kernel 2: 68.208000
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.004188 0.681818 fi:0.489573. Ave ac:0.016702,0.029490
Initialization: 33.478001
Memcpy Instances: 356.253998
Memcpy Classifiers: 0.067000
Kernel 1: 0.026000
Kernel 2: 566.341003
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.058000
Kernel 1: 0.013000
Kernel 2: 570.781006
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 585.629028
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 572.182983
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.065000
Kernel 1: 0.015000
Kernel 2: 547.085999
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.015000
Kernel 2: 581.072998
Copyback: 0.019000
Sum: 0.004000
Memcpy Classifiers: 0.066000
Kernel 1: 0.017000
Kernel 2: 588.588013
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.072000
Kernel 1: 0.016000
Kernel 2: 471.398010
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.034292 0.448863 fi:0.692237. Ave ac:0.016353,0.053592
Best acc 0.034292 0.448863
Initialization: 5.496000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.130000
Kernel 1: 0.025000
Kernel 2: 90.761002
Copyback: 0.017000
Sum: 0.050000
Initial population average accuracy1:0.004175 accuracy2:0.182889
Initialization: 5.511000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 94.924004
Copyback: 0.018000
Sum: 0.041000
It 0,Best ac:0.005304 0.404255 fi:0.694458. Ave ac:0.008177,0.010177
Initialization: 5.539000
Memcpy Classifiers: 1.559000
Memcpy Instances: 11.199000
Kernel 1: 0.027000
Kernel 2: 95.565002
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.004189 0.375000 fi:0.724341. Ave ac:0.010849,0.012260
Initialization: 5.606000
Memcpy Classifiers: 0.487000
Memcpy Instances: 8.722000
Kernel 1: 0.021000
Kernel 2: 96.573997
Copyback: 0.018000
Sum: 0.033000
It 2,Best ac:0.003630 0.590909 fi:0.508742. Ave ac:0.011732,0.013272
Initialization: 5.481000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.141000
Kernel 1: 0.024000
Kernel 2: 97.528999
Copyback: 0.018000
Sum: 0.031000
It 3,Best ac:0.003629 0.565217 fi:0.534437. Ave ac:0.011362,0.011991
Initialization: 5.564000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.110000
Kernel 1: 0.023000
Kernel 2: 92.638000
Copyback: 0.017000
Sum: 0.031000
It 4,Best ac:0.003910 0.583333 fi:0.516164. Ave ac:0.011598,0.012959
Initialization: 5.493000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.611000
Kernel 1: 0.022000
Kernel 2: 89.689003
Copyback: 0.017000
Sum: 0.032000
It 5,Best ac:0.009774 0.432099 fi:0.664108. Ave ac:0.010193,0.012465
Initialization: 5.525000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.141000
Kernel 1: 0.024000
Kernel 2: 90.462997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.004468 0.533333 fi:0.565850. Ave ac:0.010573,0.012678
Initialization: 5.492000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.086000
Kernel 1: 0.023000
Kernel 2: 89.404999
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.004468 0.516129 fi:0.583055. Ave ac:0.013600,0.014322
Initialization: 6.438000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.100000
Kernel 1: 0.023000
Kernel 2: 87.600998
Copyback: 0.017000
Sum: 0.027000
It 8,Best ac:0.008098 0.644444 fi:0.452702. Ave ac:0.009803,0.009696
Initialization: 5.421000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.128000
Kernel 1: 0.023000
Kernel 2: 86.792999
Copyback: 0.017000
Sum: 0.029000
It 9,Best ac:0.003350 0.545455 fi:0.554356. Ave ac:0.008976,0.009706
Iteration 10:MDL fitness activated
Error 0.554356 TL 0.035814
MDL Theory Length Weight: 5.1596111417 (2)
Initialization: 5.626000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.167000
Kernel 1: 0.022000
Kernel 2: 84.829002
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.003072 0.550000 fi:0.685782. Ave ac:0.008949,0.010067
Initialization: 5.514000
Memcpy Classifiers: 0.355000
Memcpy Instances: 7.090000
Kernel 1: 0.023000
Kernel 2: 84.806000
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.008939 0.533333 fi:0.644180. Ave ac:0.011372,0.013635
Initialization: 6.030000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.454000
Kernel 1: 0.022000
Kernel 2: 81.805000
Copyback: 0.017000
Sum: 0.032000
It 12,Best ac:0.010612 0.506667 fi:0.720535. Ave ac:0.013190,0.016523
Initialization: 5.501000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.148000
Kernel 1: 0.024000
Kernel 2: 83.341003
Copyback: 0.018000
Sum: 0.029000
It 13,Best ac:0.003908 0.538462 fi:0.670797. Ave ac:0.016820,0.018716
Initialization: 5.562000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.096000
Kernel 1: 0.022000
Kernel 2: 79.226997
Copyback: 0.017000
Sum: 0.028000
It 14,Best ac:0.003631 0.481481 fi:0.695270. Ave ac:0.022140,0.021793
Initialization: 5.532000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.106000
Kernel 1: 0.023000
Kernel 2: 77.171997
Copyback: 0.017000
Sum: 0.025000
It 15,Best ac:0.004189 0.714286 fi:0.501603. Ave ac:0.027409,0.025975
Initialization: 5.481000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.121000
Kernel 1: 0.023000
Kernel 2: 75.070999
Copyback: 0.017000
Sum: 0.022000
It 16,Best ac:0.004189 0.500000 fi:0.679110. Ave ac:0.022288,0.022252
Initialization: 5.535000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.136000
Kernel 1: 0.023000
Kernel 2: 75.482002
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003072 0.647059 fi:0.523831. Ave ac:0.024380,0.025141
Initialization: 5.552000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.080000
Kernel 1: 0.045000
Kernel 2: 78.787003
Copyback: 0.020000
Sum: 0.021000
It 18,Best ac:0.005304 0.542857 fi:0.632694. Ave ac:0.019528,0.024108
Initialization: 5.530000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.111000
Kernel 1: 0.023000
Kernel 2: 73.063004
Copyback: 0.017000
Sum: 0.021000
It 19,Best ac:0.004468 0.592593 fi:0.574583. Ave ac:0.021786,0.027292
Initialization: 5.522000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.085000
Kernel 1: 0.024000
Kernel 2: 71.595001
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.003072 0.647059 fi:0.523831. Ave ac:0.020181,0.023630
Initialization: 5.505000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.111000
Kernel 1: 0.023000
Kernel 2: 73.813004
Copyback: 0.017000
Sum: 0.019000
It 21,Best ac:0.002793 0.666667 fi:0.571197. Ave ac:0.022423,0.027672
Initialization: 5.448000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.116000
Kernel 1: 0.023000
Kernel 2: 72.343002
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.003072 0.687500 fi:0.470792. Ave ac:0.017898,0.022906
Initialization: 5.407000
Memcpy Classifiers: 0.300000
Memcpy Instances: 7.223000
Kernel 1: 0.023000
Kernel 2: 70.152000
Copyback: 0.017000
Sum: 0.022000
It 23,Best ac:0.004189 0.625000 fi:0.532665. Ave ac:0.016891,0.022615
Initialization: 5.545000
Memcpy Classifiers: 0.244000
Memcpy Instances: 7.110000
Kernel 1: 0.024000
Kernel 2: 71.402000
Copyback: 0.017000
Sum: 0.021000
It 24,Best ac:0.003351 0.857143 fi:0.326093. Ave ac:0.016770,0.019521
Initialization: 5.469000
Memcpy Classifiers: 0.253000
Memcpy Instances: 7.110000
Kernel 1: 0.023000
Kernel 2: 69.135002
Copyback: 0.016000
Sum: 0.022000
It 25,Best ac:0.003910 0.608696 fi:0.568330. Ave ac:0.015296,0.024266
Initialization: 5.530000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.099000
Kernel 1: 0.022000
Kernel 2: 69.533997
Copyback: 0.018000
Sum: 0.023000
It 26,Best ac:0.003073 0.647059 fi:0.536331. Ave ac:0.015228,0.021399
Initialization: 5.491000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.112000
Kernel 1: 0.023000
Kernel 2: 69.882004
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003351 0.666667 fi:0.478244. Ave ac:0.013749,0.020375
Initialization: 5.458000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.113000
Kernel 1: 0.024000
Kernel 2: 69.362999
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.001676 1.000000 fi:0.559633. Ave ac:0.013861,0.022783
Initialization: 5.547000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.112000
Kernel 1: 0.023000
Kernel 2: 67.349998
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.004749 0.739130 fi:0.440072. Ave ac:0.015762,0.022646
Initialization: 5.530000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.099000
Kernel 1: 0.024000
Kernel 2: 66.720001
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004468 0.666667 fi:0.509354. Ave ac:0.010497,0.020150
Initialization: 5.467000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.120000
Kernel 1: 0.024000
Kernel 2: 66.922997
Copyback: 0.017000
Sum: 0.021000
It 31,Best ac:0.002513 0.818182 fi:0.509335. Ave ac:0.018833,0.030085
Initialization: 5.577000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.101000
Kernel 1: 0.023000
Kernel 2: 68.600998
Copyback: 0.017000
Sum: 0.021000
It 32,Best ac:0.003072 0.785714 fi:0.385373. Ave ac:0.019774,0.030210
Initialization: 5.585000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.100000
Kernel 1: 0.023000
Kernel 2: 68.897003
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.006423 0.696970 fi:0.457691. Ave ac:0.012247,0.021820
MDL Theory Length Weight: 4.6436500275 (10)
Initialization: 30.590000
Memcpy Instances: 356.272003
Memcpy Classifiers: 0.072000
Kernel 1: 0.026000
Kernel 2: 556.304993
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 555.614990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 569.528015
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 556.604004
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 567.372009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 564.184998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.015000
Kernel 2: 552.403992
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 460.807007
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.004568 0.495758 fi:0.654291. Ave ac:0.013510,0.037885
Best acc 0.004568 0.495758
Initialization: 5.585000
Memcpy Classifiers: 0.578000
Memcpy Instances: 7.108000
Kernel 1: 0.025000
Kernel 2: 87.785004
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.004857 accuracy2:0.173217
Initialization: 6.135000
Memcpy Classifiers: 0.507000
Memcpy Instances: 7.159000
Kernel 1: 0.023000
Kernel 2: 91.286003
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.014521 0.382353 fi:0.711190. Ave ac:0.008677,0.011320
Initialization: 5.490000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.209000
Kernel 1: 0.023000
Kernel 2: 91.282997
Copyback: 0.017000
Sum: 0.033000
It 1,Best ac:0.004468 0.410256 fi:0.688927. Ave ac:0.011702,0.012540
Initialization: 5.484000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.094000
Kernel 1: 0.024000
Kernel 2: 92.494003
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.010056 0.545455 fi:0.550587. Ave ac:0.009421,0.011149
Initialization: 5.486000
Memcpy Classifiers: 0.421000
Memcpy Instances: 7.197000
Kernel 1: 0.024000
Kernel 2: 89.596001
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.016480 0.483607 fi:0.609630. Ave ac:0.008416,0.008741
Initialization: 5.981000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.095000
Kernel 1: 0.022000
Kernel 2: 88.942001
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.003351 0.545455 fi:0.554356. Ave ac:0.009054,0.008997
Initialization: 5.500000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.115000
Kernel 1: 0.023000
Kernel 2: 88.314003
Copyback: 0.017000
Sum: 0.034000
It 5,Best ac:0.003072 0.550000 fi:0.549967. Ave ac:0.009095,0.009376
Initialization: 6.074000
Memcpy Classifiers: 0.489000
Memcpy Instances: 7.101000
Kernel 1: 0.023000
Kernel 2: 85.507004
Copyback: 0.017000
Sum: 0.035000
It 6,Best ac:0.003072 0.647059 fi:0.452908. Ave ac:0.010994,0.011458
Initialization: 5.548000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.083000
Kernel 1: 0.022000
Kernel 2: 84.722000
Copyback: 0.018000
Sum: 0.028000
It 7,Best ac:0.003629 0.565217 fi:0.534437. Ave ac:0.011150,0.011007
Initialization: 5.473000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.118000
Kernel 1: 0.023000
Kernel 2: 85.462997
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.003071 0.687500 fi:0.412467. Ave ac:0.010203,0.009939
Initialization: 5.513000
Memcpy Classifiers: 0.485000
Memcpy Instances: 7.080000
Kernel 1: 0.024000
Kernel 2: 80.250000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.003630 0.764706 fi:0.334948. Ave ac:0.009457,0.009402
Iteration 10:MDL fitness activated
Error 0.334948 TL 0.041152
MDL Theory Length Weight: 2.7131290940 (1)
Initialization: 5.475000
Memcpy Classifiers: 0.414000
Memcpy Instances: 8.091000
Kernel 1: 0.022000
Kernel 2: 78.295998
Copyback: 0.017000
Sum: 0.024000
It 10,Best ac:0.003910 0.666667 fi:0.511104. Ave ac:0.007991,0.008579
Initialization: 6.143000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.150000
Kernel 1: 0.023000
Kernel 2: 80.552002
Copyback: 0.372000
Sum: 0.034000
It 11,Best ac:0.006981 0.714286 fi:0.461141. Ave ac:0.009358,0.008477
Initialization: 6.453000
Memcpy Classifiers: 0.435000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 77.360001
Copyback: 0.017000
Sum: 0.031000
It 12,Best ac:0.003630 0.684211 fi:0.517869. Ave ac:0.008834,0.009152
Initialization: 5.502000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.114000
Kernel 1: 0.023000
Kernel 2: 75.704002
Copyback: 0.017000
Sum: 0.027000
It 13,Best ac:0.004189 0.681818 fi:0.517398. Ave ac:0.008475,0.007966
Initialization: 5.997000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.182000
Kernel 1: 0.023000
Kernel 2: 74.558998
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.003351 0.705882 fi:0.456007. Ave ac:0.007364,0.007950
Initialization: 5.477000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.097000
Kernel 1: 0.024000
Kernel 2: 76.477997
Copyback: 0.017000
Sum: 0.031000
It 15,Best ac:0.004188 0.714286 fi:0.462356. Ave ac:0.008369,0.008787
Initialization: 5.578000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.109000
Kernel 1: 0.024000
Kernel 2: 75.504997
Copyback: 0.017000
Sum: 0.034000
It 16,Best ac:0.003352 0.705882 fi:0.484783. Ave ac:0.006572,0.007807
Initialization: 5.564000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.168000
Kernel 1: 0.023000
Kernel 2: 75.809998
Copyback: 0.017000
Sum: 0.035000
It 17,Best ac:0.003071 0.785714 fi:0.425902. Ave ac:0.007093,0.010288
Initialization: 5.565000
Memcpy Classifiers: 0.360000
Memcpy Instances: 8.173000
Kernel 1: 0.022000
Kernel 2: 71.699997
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.003630 0.812500 fi:0.356928. Ave ac:0.008751,0.008537
Initialization: 5.992000
Memcpy Classifiers: 0.342000
Memcpy Instances: 7.216000
Kernel 1: 0.022000
Kernel 2: 70.412003
Copyback: 0.018000
Sum: 0.030000
It 19,Best ac:0.002793 0.666667 fi:0.543873. Ave ac:0.006344,0.009201
Initialization: 5.576000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.080000
Kernel 1: 0.023000
Kernel 2: 71.510002
Copyback: 0.017000
Sum: 0.033000
It 20,Best ac:0.004749 0.629630 fi:0.519295. Ave ac:0.007530,0.008307
Initialization: 5.620000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.083000
Kernel 1: 0.024000
Kernel 2: 71.661003
Copyback: 0.018000
Sum: 0.032000
It 21,Best ac:0.002793 0.769231 fi:0.497148. Ave ac:0.007644,0.011265
Initialization: 5.611000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.129000
Kernel 1: 0.024000
Kernel 2: 71.362000
Copyback: 0.017000
Sum: 0.032000
It 22,Best ac:0.003072 0.846154 fi:0.296658. Ave ac:0.008655,0.008169
Initialization: 5.589000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.159000
Kernel 1: 0.023000
Kernel 2: 71.781998
Copyback: 0.017000
Sum: 0.028000
It 23,Best ac:0.005025 0.620690 fi:0.529302. Ave ac:0.006830,0.007255
Initialization: 5.610000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.781000
Kernel 1: 0.022000
Kernel 2: 71.017998
Copyback: 0.017000
Sum: 0.027000
It 24,Best ac:0.003350 0.750000 fi:0.396895. Ave ac:0.006876,0.010044
Initialization: 5.620000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.589000
Kernel 1: 0.022000
Kernel 2: 71.739998
Copyback: 0.018000
Sum: 0.023000
It 25,Best ac:0.004467 0.666667 fi:0.503056. Ave ac:0.008480,0.014940
Initialization: 5.613000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.526000
Kernel 1: 0.023000
Kernel 2: 70.264999
Copyback: 0.018000
Sum: 0.020000
It 26,Best ac:0.004468 0.592593 fi:0.547944. Ave ac:0.008202,0.013422
Initialization: 5.608000
Memcpy Classifiers: 0.371000
Memcpy Instances: 7.126000
Kernel 1: 0.024000
Kernel 2: 70.028000
Copyback: 0.017000
Sum: 0.024000
It 27,Best ac:0.002793 1.000000 fi:0.211050. Ave ac:0.008820,0.012408
Initialization: 5.601000
Memcpy Classifiers: 0.754000
Memcpy Instances: 7.264000
Kernel 1: 0.023000
Kernel 2: 68.161003
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.003352 0.705882 fi:0.426731. Ave ac:0.008331,0.011125
Initialization: 5.503000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.626000
Kernel 1: 0.022000
Kernel 2: 68.675003
Copyback: 0.016000
Sum: 0.022000
It 29,Best ac:0.003351 0.666667 fi:0.461424. Ave ac:0.007390,0.011562
Initialization: 5.525000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.641000
Kernel 1: 0.023000
Kernel 2: 67.532997
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.006981 0.694444 fi:0.440776. Ave ac:0.008783,0.011272
Initialization: 6.527000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.171000
Kernel 1: 0.024000
Kernel 2: 68.771004
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.003351 0.705882 fi:0.434434. Ave ac:0.007608,0.011324
Initialization: 5.608000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.422000
Kernel 1: 0.022000
Kernel 2: 68.457001
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.004189 0.600000 fi:0.533726. Ave ac:0.006015,0.009574
Initialization: 5.563000
Memcpy Classifiers: 0.321000
Memcpy Instances: 9.238000
Kernel 1: 0.023000
Kernel 2: 71.512001
Copyback: 0.017000
Sum: 0.023000
It 33,Best ac:0.003072 0.785714 fi:0.359266. Ave ac:0.009799,0.013383
Initialization: 31.198999
Memcpy Instances: 350.756012
Memcpy Classifiers: 0.069000
Kernel 1: 0.024000
Kernel 2: 583.838013
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.062000
Kernel 1: 0.015000
Kernel 2: 605.388000
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 593.098022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 608.843994
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.067000
Kernel 1: 0.014000
Kernel 2: 585.502991
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 601.416992
Copyback: 0.014000
Sum: 0.003000
Memcpy Classifiers: 0.066000
Kernel 1: 0.015000
Kernel 2: 600.848022
Copyback: 0.367000
Sum: 0.002000
Memcpy Classifiers: 0.076000
Kernel 1: 0.014000
Kernel 2: 480.645996
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.004535 0.493317 fi:0.647181. Ave ac:0.007878,0.023831
Best acc 0.004535 0.493317
Initialization: 5.646000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.084000
Kernel 1: 0.025000
Kernel 2: 89.260002
Copyback: 0.017000
Sum: 0.747000
Initial population average accuracy1:0.004629 accuracy2:0.171171
Initialization: 5.482000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.225000
Kernel 1: 0.023000
Kernel 2: 99.299004
Copyback: 0.016000
Sum: 0.037000
It 0,Best ac:0.007259 0.419355 fi:0.678262. Ave ac:0.009214,0.011124
Initialization: 5.594000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.081000
Kernel 1: 0.023000
Kernel 2: 94.415001
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001117 1.000000 fi:0.666393. Ave ac:0.011282,0.012466
Initialization: 5.507000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.088000
Kernel 1: 0.024000
Kernel 2: 90.940002
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.005585 0.454545 fi:0.644012. Ave ac:0.009574,0.010794
Initialization: 5.480000
Memcpy Classifiers: 0.661000
Memcpy Instances: 7.094000
Kernel 1: 0.023000
Kernel 2: 89.763000
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.005864 0.446809 fi:0.651592. Ave ac:0.009476,0.009684
Initialization: 5.562000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.181000
Kernel 1: 0.023000
Kernel 2: 88.547997
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.003072 0.687500 fi:0.412467. Ave ac:0.008799,0.009372
Initialization: 5.473000
Memcpy Classifiers: 0.399000
Memcpy Instances: 10.591000
Kernel 1: 0.022000
Kernel 2: 88.804001
Copyback: 0.017000
Sum: 0.038000
It 5,Best ac:0.004467 0.551724 fi:0.547460. Ave ac:0.009400,0.009264
Initialization: 5.491000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.188000
Kernel 1: 0.023000
Kernel 2: 85.514000
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.003352 0.600000 fi:0.499808. Ave ac:0.008554,0.009667
Initialization: 5.509000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.111000
Kernel 1: 0.024000
Kernel 2: 87.084000
Copyback: 0.017000
Sum: 0.028000
It 7,Best ac:0.007538 0.600000 fi:0.497460. Ave ac:0.008927,0.010794
Initialization: 5.428000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.098000
Kernel 1: 0.024000
Kernel 2: 83.126999
Copyback: 0.016000
Sum: 0.028000
It 8,Best ac:0.003351 0.631579 fi:0.468232. Ave ac:0.007852,0.008535
Initialization: 5.445000
Memcpy Classifiers: 0.432000
Memcpy Instances: 7.133000
Kernel 1: 0.023000
Kernel 2: 87.778999
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.003629 0.722222 fi:0.377432. Ave ac:0.006631,0.008953
Iteration 10:MDL fitness activated
Error 0.377432 TL 0.039265
MDL Theory Length Weight: 3.2041523073 (1)
Initialization: 6.095000
Memcpy Classifiers: 0.412000
Memcpy Instances: 7.106000
Kernel 1: 0.023000
Kernel 2: 83.137001
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.003073 0.733333 fi:0.449538. Ave ac:0.007803,0.009499
Initialization: 6.012000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.093000
Kernel 1: 0.023000
Kernel 2: 84.012001
Copyback: 0.017000
Sum: 0.030000
It 11,Best ac:0.003072 0.733333 fi:0.502624. Ave ac:0.008381,0.010191
Initialization: 5.588000
Memcpy Classifiers: 1.448000
Memcpy Instances: 7.122000
Kernel 1: 0.022000
Kernel 2: 85.278999
Copyback: 0.017000
Sum: 0.047000
It 12,Best ac:0.003352 0.750000 fi:0.456773. Ave ac:0.007877,0.008586
Initialization: 5.552000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.094000
Kernel 1: 0.023000
Kernel 2: 84.127998
Copyback: 0.017000
Sum: 0.031000
It 13,Best ac:0.003351 0.600000 fi:0.582638. Ave ac:0.006858,0.009006
Initialization: 5.483000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.108000
Kernel 1: 0.022000
Kernel 2: 84.959999
Copyback: 0.016000
Sum: 0.030000
It 14,Best ac:0.003351 0.750000 fi:0.444599. Ave ac:0.008504,0.009922
Initialization: 5.573000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.085000
Kernel 1: 0.023000
Kernel 2: 85.361000
Copyback: 0.018000
Sum: 0.027000
It 15,Best ac:0.003072 0.733333 fi:0.422879. Ave ac:0.009330,0.012557
Initialization: 5.482000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.096000
Kernel 1: 0.024000
Kernel 2: 83.734001
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.003073 0.785714 fi:0.425054. Ave ac:0.006926,0.009075
Initialization: 5.658000
Memcpy Classifiers: 0.353000
Memcpy Instances: 7.211000
Kernel 1: 0.023000
Kernel 2: 82.383003
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.004189 0.714286 fi:0.461679. Ave ac:0.007402,0.009457
Initialization: 5.730000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.095000
Kernel 1: 0.023000
Kernel 2: 81.375000
Copyback: 0.017000
Sum: 0.032000
It 18,Best ac:0.003351 0.923077 fi:0.253728. Ave ac:0.006066,0.008892
Initialization: 6.045000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.146000
Kernel 1: 0.022000
Kernel 2: 79.633003
Copyback: 0.017000
Sum: 0.032000
It 19,Best ac:0.004467 0.640000 fi:0.520879. Ave ac:0.008925,0.012843
Initialization: 5.461000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.644000
Kernel 1: 0.023000
Kernel 2: 76.664001
Copyback: 0.017000
Sum: 0.027000
It 20,Best ac:0.003630 0.590909 fi:0.595816. Ave ac:0.008573,0.015816
Initialization: 5.568000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.162000
Kernel 1: 0.022000
Kernel 2: 78.800003
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.003350 0.750000 fi:0.406622. Ave ac:0.010528,0.017525
Initialization: 5.683000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.087000
Kernel 1: 0.022000
Kernel 2: 73.447998
Copyback: 0.018000
Sum: 0.026000
It 22,Best ac:0.004747 0.739130 fi:0.432498. Ave ac:0.012041,0.019279
Initialization: 6.631000
Memcpy Classifiers: 0.303000
Memcpy Instances: 8.758000
Kernel 1: 0.022000
Kernel 2: 74.662003
Copyback: 0.017000
Sum: 0.026000
It 23,Best ac:0.004747 0.629630 fi:0.516815. Ave ac:0.009182,0.018245
Initialization: 5.537000
Memcpy Classifiers: 0.307000
Memcpy Instances: 7.112000
Kernel 1: 0.023000
Kernel 2: 72.476997
Copyback: 0.017000
Sum: 0.024000
It 24,Best ac:0.007819 0.636364 fi:0.500180. Ave ac:0.012407,0.020536
Initialization: 5.648000
Memcpy Classifiers: 0.339000
Memcpy Instances: 8.288000
Kernel 1: 0.023000
Kernel 2: 69.936996
Copyback: 0.017000
Sum: 0.025000
It 25,Best ac:0.003630 0.812500 fi:0.327431. Ave ac:0.012009,0.021186
Initialization: 5.555000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.281000
Kernel 1: 0.024000
Kernel 2: 73.342003
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.003908 0.608696 fi:0.544271. Ave ac:0.010508,0.024653
Initialization: 5.538000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.097000
Kernel 1: 0.024000
Kernel 2: 68.242996
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003630 0.619048 fi:0.523959. Ave ac:0.009224,0.020530
MDL Theory Length Weight: 2.8837370766 (10)
Initialization: 5.481000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.090000
Kernel 1: 0.025000
Kernel 2: 71.336998
Copyback: 0.016000
Sum: 0.024000
It 28,Best ac:0.003350 0.631579 fi:0.517805. Ave ac:0.012407,0.028203
Initialization: 5.510000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.081000
Kernel 1: 0.024000
Kernel 2: 69.750999
Copyback: 0.018000
Sum: 0.075000
It 29,Best ac:0.003910 0.777778 fi:0.407029. Ave ac:0.011347,0.025715
Initialization: 5.501000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.081000
Kernel 1: 0.024000
Kernel 2: 67.698997
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.004747 0.629630 fi:0.502929. Ave ac:0.014944,0.029722
Initialization: 6.079000
Memcpy Classifiers: 0.229000
Memcpy Instances: 7.096000
Kernel 1: 0.023000
Kernel 2: 71.120003
Copyback: 0.017000
Sum: 0.025000
It 31,Best ac:0.004747 0.566667 fi:0.564252. Ave ac:0.011217,0.023898
Initialization: 5.530000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.076000
Kernel 1: 0.023000
Kernel 2: 74.067001
Copyback: 0.017000
Sum: 0.022000
It 32,Best ac:0.001955 1.000000 fi:0.466071. Ave ac:0.014294,0.028958
Initialization: 5.962000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.113000
Kernel 1: 0.024000
Kernel 2: 70.820999
Copyback: 0.017000
Sum: 0.024000
It 33,Best ac:0.004189 0.652174 fi:0.493368. Ave ac:0.012102,0.026117
Initialization: 31.063999
Memcpy Instances: 355.130005
Memcpy Classifiers: 0.066000
Kernel 1: 0.025000
Kernel 2: 601.096008
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.059000
Kernel 1: 0.014000
Kernel 2: 592.309021
Copyback: 0.368000
Sum: 0.001000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 595.521973
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 612.525024
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.013000
Kernel 2: 616.924988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.065000
Kernel 1: 0.013000
Kernel 2: 593.987000
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 601.427002
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 494.872009
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.003451 0.483947 fi:0.654825. Ave ac:0.011974,0.039425
Best acc 0.003451 0.483947
Initialization: 5.588000
Memcpy Classifiers: 0.539000
Memcpy Instances: 7.326000
Kernel 1: 0.025000
Kernel 2: 89.136002
Copyback: 0.017000
Sum: 0.045000
Initial population average accuracy1:0.005183 accuracy2:0.176228
Initialization: 5.547000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.105000
Kernel 1: 0.024000
Kernel 2: 93.917000
Copyback: 0.017000
Sum: 0.051000
It 0,Best ac:0.002513 0.692308 fi:0.557076. Ave ac:0.008333,0.011439
Initialization: 5.533000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.119000
Kernel 1: 0.024000
Kernel 2: 94.877998
Copyback: 0.017000
Sum: 0.027000
It 1,Best ac:0.007540 0.435484 fi:0.661976. Ave ac:0.010809,0.013561
Initialization: 5.670000
Memcpy Classifiers: 0.470000
Memcpy Instances: 8.056000
Kernel 1: 0.022000
Kernel 2: 92.936996
Copyback: 0.017000
Sum: 0.031000
It 2,Best ac:0.003910 0.583333 fi:0.516164. Ave ac:0.011602,0.012767
Initialization: 5.479000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.089000
Kernel 1: 0.024000
Kernel 2: 91.134003
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.003072 0.647059 fi:0.452908. Ave ac:0.009917,0.010152
Initialization: 5.690000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.099000
Kernel 1: 0.023000
Kernel 2: 91.568001
Copyback: 0.017000
Sum: 0.030000
It 4,Best ac:0.003629 0.619048 fi:0.480606. Ave ac:0.008700,0.009237
Initialization: 5.546000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.132000
Kernel 1: 0.023000
Kernel 2: 90.078003
Copyback: 0.017000
Sum: 0.031000
It 5,Best ac:0.001675 1.000000 fi:0.499589. Ave ac:0.009960,0.011130
Initialization: 5.564000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.494000
Kernel 1: 0.022000
Kernel 2: 84.073997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.003073 0.611111 fi:0.488854. Ave ac:0.008174,0.008174
Initialization: 5.994000
Memcpy Classifiers: 0.399000
Memcpy Instances: 7.181000
Kernel 1: 0.024000
Kernel 2: 82.274002
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.008378 0.666667 fi:0.430324. Ave ac:0.010507,0.010835
Initialization: 5.526000
Memcpy Classifiers: 0.424000
Memcpy Instances: 7.094000
Kernel 1: 0.023000
Kernel 2: 84.670998
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.004188 0.652174 fi:0.447167. Ave ac:0.009686,0.010544
Initialization: 5.568000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.101000
Kernel 1: 0.024000
Kernel 2: 80.487000
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.003072 0.578947 fi:0.521020. Ave ac:0.009968,0.010079
Iteration 10:MDL fitness activated
Error 0.521020 TL 0.036525
MDL Theory Length Weight: 4.7548739463 (3)
Initialization: 5.506000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.217000
Kernel 1: 0.023000
Kernel 2: 79.332001
Copyback: 0.017000
Sum: 0.031000
It 10,Best ac:0.005585 0.555556 fi:0.662333. Ave ac:0.009527,0.010070
Initialization: 5.477000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.118000
Kernel 1: 0.023000
Kernel 2: 83.017998
Copyback: 0.017000
Sum: 0.033000
It 11,Best ac:0.002792 0.769231 fi:0.538103. Ave ac:0.011970,0.013790
Initialization: 5.502000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.088000
Kernel 1: 0.024000
Kernel 2: 79.815002
Copyback: 0.017000
Sum: 0.033000
It 12,Best ac:0.002792 0.714286 fi:0.594590. Ave ac:0.013379,0.014762
Initialization: 5.592000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.411000
Kernel 1: 0.023000
Kernel 2: 76.578003
Copyback: 0.017000
Sum: 0.033000
It 13,Best ac:0.005306 0.593750 fi:0.586318. Ave ac:0.016260,0.019313
Initialization: 5.501000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.082000
Kernel 1: 0.023000
Kernel 2: 76.139000
Copyback: 0.017000
Sum: 0.032000
It 14,Best ac:0.003351 0.750000 fi:0.434308. Ave ac:0.014751,0.017401
Initialization: 5.531000
Memcpy Classifiers: 0.305000
Memcpy Instances: 7.624000
Kernel 1: 0.023000
Kernel 2: 75.961998
Copyback: 0.017000
Sum: 0.029000
It 15,Best ac:0.003630 0.722222 fi:0.465243. Ave ac:0.013700,0.016921
Initialization: 5.542000
Memcpy Classifiers: 0.309000
Memcpy Instances: 7.168000
Kernel 1: 0.024000
Kernel 2: 75.969002
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.004189 0.681818 fi:0.505148. Ave ac:0.011712,0.016718
Initialization: 5.646000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.140000
Kernel 1: 0.023000
Kernel 2: 74.413002
Copyback: 0.371000
Sum: 0.027000
It 17,Best ac:0.003072 0.733333 fi:0.453891. Ave ac:0.013119,0.015218
Initialization: 5.525000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.098000
Kernel 1: 0.022000
Kernel 2: 74.851997
Copyback: 0.017000
Sum: 0.026000
It 18,Best ac:0.003073 0.785714 fi:0.402061. Ave ac:0.012774,0.018474
Initialization: 5.529000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.111000
Kernel 1: 0.023000
Kernel 2: 72.144997
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.003351 0.705882 fi:0.471509. Ave ac:0.011398,0.015201
Initialization: 5.506000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.169000
Kernel 1: 0.022000
Kernel 2: 73.096001
Copyback: 0.017000
Sum: 0.024000
It 20,Best ac:0.003908 0.736842 fi:0.474878. Ave ac:0.009949,0.012152
Initialization: 5.492000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.111000
Kernel 1: 0.023000
Kernel 2: 71.809998
Copyback: 0.017000
Sum: 0.026000
It 21,Best ac:0.003351 0.750000 fi:0.450635. Ave ac:0.010188,0.015852
Initialization: 5.978000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.095000
Kernel 1: 0.023000
Kernel 2: 70.096001
Copyback: 0.017000
Sum: 0.024000
It 22,Best ac:0.003072 0.687500 fi:0.496495. Ave ac:0.011135,0.014582
Initialization: 5.566000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.078000
Kernel 1: 0.023000
Kernel 2: 70.478996
Copyback: 0.017000
Sum: 0.023000
It 23,Best ac:0.005306 0.678571 fi:0.500701. Ave ac:0.011288,0.012565
Initialization: 5.434000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.143000
Kernel 1: 0.023000
Kernel 2: 69.649002
Copyback: 0.016000
Sum: 0.019000
It 24,Best ac:0.004468 0.727273 fi:0.454598. Ave ac:0.009759,0.016018
Initialization: 5.476000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.094000
Kernel 1: 0.023000
Kernel 2: 68.028000
Copyback: 0.017000
Sum: 0.022000
It 25,Best ac:0.003351 0.705882 fi:0.476751. Ave ac:0.009067,0.010794
Initialization: 5.548000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.130000
Kernel 1: 0.023000
Kernel 2: 67.390999
Copyback: 0.017000
Sum: 0.024000
It 26,Best ac:0.004747 0.653846 fi:0.525739. Ave ac:0.008365,0.011675
Initialization: 5.551000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.139000
Kernel 1: 0.023000
Kernel 2: 68.860001
Copyback: 0.017000
Sum: 0.021000
It 27,Best ac:0.003072 0.687500 fi:0.517483. Ave ac:0.007648,0.009554
MDL Theory Length Weight: 4.2793865517 (10)
Initialization: 5.596000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.118000
Kernel 1: 0.023000
Kernel 2: 68.957001
Copyback: 0.017000
Sum: 0.022000
It 28,Best ac:0.003072 0.733333 fi:0.470520. Ave ac:0.008109,0.010422
Initialization: 5.556000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.129000
Kernel 1: 0.023000
Kernel 2: 67.067001
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003910 0.666667 fi:0.515064. Ave ac:0.005661,0.006672
Initialization: 5.492000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.131000
Kernel 1: 0.023000
Kernel 2: 69.005997
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004189 0.681818 fi:0.493778. Ave ac:0.007512,0.010883
Initialization: 5.526000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.143000
Kernel 1: 0.023000
Kernel 2: 70.417999
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003629 0.619048 fi:0.560783. Ave ac:0.007758,0.009883
Initialization: 5.518000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.120000
Kernel 1: 0.023000
Kernel 2: 67.725998
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.004468 0.695652 fi:0.457000. Ave ac:0.006307,0.007123
Initialization: 5.552000
Memcpy Classifiers: 0.304000
Memcpy Instances: 7.105000
Kernel 1: 0.022000
Kernel 2: 69.596001
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.003072 1.000000 fi:0.178498. Ave ac:0.006871,0.009085
Initialization: 31.833000
Memcpy Instances: 357.628998
Memcpy Classifiers: 0.072000
Kernel 1: 0.022000
Kernel 2: 580.554016
Copyback: 0.015000
Sum: 0.015000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 578.148987
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 587.934021
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.072000
Kernel 1: 0.016000
Kernel 2: 589.679016
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.013000
Kernel 2: 579.754028
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 572.450012
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 587.937988
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.077000
Kernel 1: 0.013000
Kernel 2: 474.983002
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.003563 0.507558 fi:0.664636. Ave ac:0.007434,0.021707
Best acc 0.003563 0.507558
Initialization: 5.671000
Memcpy Classifiers: 0.593000
Memcpy Instances: 7.089000
Kernel 1: 0.024000
Kernel 2: 88.773003
Copyback: 0.017000
Sum: 0.046000
Initial population average accuracy1:0.004199 accuracy2:0.174820
Initialization: 5.962000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.451000
Kernel 1: 0.023000
Kernel 2: 98.328003
Copyback: 0.017000
Sum: 0.028000
It 0,Best ac:0.016192 0.436090 fi:0.657146. Ave ac:0.008461,0.010428
Initialization: 5.489000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.153000
Kernel 1: 0.023000
Kernel 2: 93.775002
Copyback: 0.018000
Sum: 0.031000
It 1,Best ac:0.003351 0.631579 fi:0.468232. Ave ac:0.010886,0.013604
Initialization: 5.496000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.120000
Kernel 1: 0.023000
Kernel 2: 91.106003
Copyback: 0.017000
Sum: 0.029000
It 2,Best ac:0.002793 0.625000 fi:0.540981. Ave ac:0.012403,0.015977
Initialization: 5.584000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.112000
Kernel 1: 0.023000
Kernel 2: 89.961998
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.002514 0.692308 fi:0.555917. Ave ac:0.010953,0.011997
Initialization: 5.453000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.098000
Kernel 1: 0.023000
Kernel 2: 89.025002
Copyback: 0.016000
Sum: 0.031000
It 4,Best ac:0.005027 0.720000 fi:0.378870. Ave ac:0.010201,0.010116
Initialization: 5.497000
Memcpy Classifiers: 0.458000
Memcpy Instances: 7.623000
Kernel 1: 0.021000
Kernel 2: 85.394997
Copyback: 0.017000
Sum: 0.033000
It 5,Best ac:0.002793 0.625000 fi:0.540981. Ave ac:0.008443,0.008318
Initialization: 5.721000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.104000
Kernel 1: 0.024000
Kernel 2: 82.536003
Copyback: 0.017000
Sum: 0.030000
It 6,Best ac:0.004189 0.625000 fi:0.474341. Ave ac:0.007831,0.006799
Initialization: 5.514000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.140000
Kernel 1: 0.022000
Kernel 2: 83.599998
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003350 0.631579 fi:0.468232. Ave ac:0.008975,0.007234
Initialization: 5.512000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.820000
Kernel 1: 0.022000
Kernel 2: 80.740997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.005864 0.552632 fi:0.545769. Ave ac:0.008273,0.006299
Initialization: 5.718000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.285000
Kernel 1: 0.022000
Kernel 2: 79.571999
Copyback: 0.017000
Sum: 0.036000
It 9,Best ac:0.003630 0.650000 fi:0.449654. Ave ac:0.007525,0.005870
Iteration 10:MDL fitness activated
Error 0.449654 TL 0.035187
MDL Theory Length Weight: 4.2596753661 (6)
Initialization: 5.577000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.142000
Kernel 1: 0.022000
Kernel 2: 77.905998
Copyback: 0.018000
Sum: 0.029000
It 10,Best ac:0.003351 0.631579 fi:0.590919. Ave ac:0.004451,0.003787
Initialization: 5.500000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.178000
Kernel 1: 0.023000
Kernel 2: 78.959000
Copyback: 0.017000
Sum: 0.038000
It 11,Best ac:0.006145 0.647059 fi:0.570607. Ave ac:0.008554,0.006013
Initialization: 5.579000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.203000
Kernel 1: 0.023000
Kernel 2: 81.000000
Copyback: 0.017000
Sum: 0.036000
It 12,Best ac:0.003350 0.631579 fi:0.572870. Ave ac:0.007796,0.005953
Initialization: 5.546000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.180000
Kernel 1: 0.026000
Kernel 2: 78.060997
Copyback: 0.017000
Sum: 0.034000
It 13,Best ac:0.003073 0.733333 fi:0.505223. Ave ac:0.009704,0.008266
Initialization: 5.484000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.129000
Kernel 1: 0.023000
Kernel 2: 77.247002
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.005866 0.750000 fi:0.479662. Ave ac:0.008189,0.005899
Initialization: 5.665000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.367000
Kernel 1: 0.023000
Kernel 2: 76.625999
Copyback: 0.020000
Sum: 0.028000
It 15,Best ac:0.006423 0.547619 fi:0.622540. Ave ac:0.005142,0.004286
Initialization: 5.507000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.089000
Kernel 1: 0.024000
Kernel 2: 75.513000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.003072 0.687500 fi:0.548638. Ave ac:0.006375,0.004637
Initialization: 5.541000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.159000
Kernel 1: 0.024000
Kernel 2: 74.625999
Copyback: 0.017000
Sum: 0.032000
It 17,Best ac:0.003072 0.733333 fi:0.503175. Ave ac:0.004926,0.003582
Initialization: 5.499000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.130000
Kernel 1: 0.023000
Kernel 2: 72.815002
Copyback: 0.017000
Sum: 0.031000
It 18,Best ac:0.003072 0.785714 fi:0.424934. Ave ac:0.004628,0.003455
Initialization: 5.434000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.103000
Kernel 1: 0.023000
Kernel 2: 74.819000
Copyback: 0.022000
Sum: 0.035000
It 19,Best ac:0.003072 0.647059 fi:0.536019. Ave ac:0.004941,0.003673
Initialization: 5.558000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.551000
Kernel 1: 0.023000
Kernel 2: 74.775002
Copyback: 0.017000
Sum: 0.039000
It 20,Best ac:0.004749 0.739130 fi:0.462960. Ave ac:0.007247,0.005182
Initialization: 5.487000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.574000
Kernel 1: 0.023000
Kernel 2: 74.029999
Copyback: 0.017000
Sum: 0.030000
It 21,Best ac:0.003911 0.636364 fi:0.554024. Ave ac:0.006158,0.004889
Initialization: 6.877000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.129000
Kernel 1: 0.024000
Kernel 2: 75.473999
Copyback: 0.017000
Sum: 0.031000
It 22,Best ac:0.002793 0.769231 fi:0.519126. Ave ac:0.005651,0.004814
Initialization: 5.490000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.105000
Kernel 1: 0.023000
Kernel 2: 79.421997
Copyback: 0.017000
Sum: 0.031000
It 23,Best ac:0.003629 0.650000 fi:0.559238. Ave ac:0.005771,0.004735
Initialization: 5.508000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.114000
Kernel 1: 0.023000
Kernel 2: 74.877998
Copyback: 0.019000
Sum: 0.030000
It 24,Best ac:0.003072 0.846154 fi:0.399711. Ave ac:0.008031,0.006576
Initialization: 5.600000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.104000
Kernel 1: 0.022000
Kernel 2: 73.516998
Copyback: 0.017000
Sum: 0.029000
It 25,Best ac:0.003351 0.857143 fi:0.328180. Ave ac:0.005898,0.005294
Initialization: 5.443000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.096000
Kernel 1: 0.023000
Kernel 2: 75.236000
Copyback: 0.017000
Sum: 0.029000
It 26,Best ac:0.003350 0.705882 fi:0.477038. Ave ac:0.006264,0.005082
Initialization: 5.701000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.120000
Kernel 1: 0.023000
Kernel 2: 75.315002
Copyback: 0.017000
Sum: 0.037000
It 27,Best ac:0.003071 0.647059 fi:0.535396. Ave ac:0.006367,0.005482
Initialization: 5.539000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.107000
Kernel 1: 0.023000
Kernel 2: 76.727997
Copyback: 0.017000
Sum: 0.034000
It 28,Best ac:0.004467 0.727273 fi:0.469124. Ave ac:0.006542,0.005862
Initialization: 5.558000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.193000
Kernel 1: 0.022000
Kernel 2: 71.122002
Copyback: 0.019000
Sum: 0.037000
It 29,Best ac:0.002793 0.769231 fi:0.484716. Ave ac:0.007233,0.006143
Initialization: 5.564000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.114000
Kernel 1: 0.023000
Kernel 2: 72.494003
Copyback: 0.017000
Sum: 0.029000
It 30,Best ac:0.008934 0.653061 fi:0.530195. Ave ac:0.007203,0.005722
Initialization: 5.578000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.084000
Kernel 1: 0.022000
Kernel 2: 69.331001
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.003910 0.666667 fi:0.537469. Ave ac:0.006258,0.005314
Initialization: 5.646000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.131000
Kernel 1: 0.024000
Kernel 2: 72.718002
Copyback: 0.017000
Sum: 0.030000
It 32,Best ac:0.005306 0.760000 fi:0.423691. Ave ac:0.006545,0.006637
Initialization: 5.607000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.087000
Kernel 1: 0.022000
Kernel 2: 72.699997
Copyback: 0.017000
Sum: 0.030000
It 33,Best ac:0.003351 0.666667 fi:0.514382. Ave ac:0.007507,0.005977
Initialization: 30.896000
Memcpy Instances: 355.109009
Memcpy Classifiers: 0.075000
Kernel 1: 0.022000
Kernel 2: 606.252991
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 607.612976
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.071000
Kernel 1: 0.013000
Kernel 2: 608.810974
Copyback: 0.370000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 600.114990
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.072000
Kernel 1: 0.014000
Kernel 2: 600.419983
Copyback: 0.016000
Sum: 0.003000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 611.237976
Copyback: 0.020000
Sum: 0.008000
Memcpy Classifiers: 0.075000
Kernel 1: 0.020000
Kernel 2: 611.643005
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.014000
Kernel 2: 485.569000
Copyback: 0.014000
Sum: 0.002000
It 34,Best ac:0.003116 0.556331 fi:0.624849. Ave ac:0.006665,0.017877
Best acc 0.003116 0.556331
Rule:Att PSSM_-2_12 is [<-2.496854]|Att PSSM_-1_3 is [<7.530187]|Att PSSM_-1_4 is [-5.446786,-1.766065]|Att PSSM_-1_8 is [>-5.683043]|Att PSSM_-1_13 is [>-2.349587]|Att PSSM_0_12 is [<-2.709033]|Att PSSM_2_12 is [-4.030700,-1.198304]|1
Accuracy : 0.787767
0	1	
146166	17914	
31884	38674	
Removed 1003 instances. 178050 Instances left. Acc of rule 0.003116-0.556331
Initialization: 5.448000
Memcpy Classifiers: 0.516000
Memcpy Instances: 7.200000
Kernel 1: 0.024000
Kernel 2: 89.097000
Copyback: 0.017000
Sum: 0.040000
Initial population average accuracy1:0.004786 accuracy2:0.176348
Initialization: 5.528000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.041000
Kernel 1: 0.023000
Kernel 2: 93.889999
Copyback: 0.017000
Sum: 0.028000
It 0,Best ac:0.003369 0.545455 fi:0.554324. Ave ac:0.008777,0.012363
Initialization: 5.529000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.201000
Kernel 1: 0.023000
Kernel 2: 96.635002
Copyback: 0.017000
Sum: 0.032000
It 1,Best ac:0.007020 0.500000 fi:0.597706. Ave ac:0.010058,0.013082
Initialization: 5.466000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.126000
Kernel 1: 0.023000
Kernel 2: 93.491997
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.003930 0.538462 fi:0.560998. Ave ac:0.010127,0.011814
Initialization: 5.499000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.732000
Kernel 1: 0.023000
Kernel 2: 96.697998
Copyback: 0.017000
Sum: 0.030000
It 3,Best ac:0.001966 0.777778 fi:0.628343. Ave ac:0.010210,0.012479
Initialization: 5.552000
Memcpy Classifiers: 0.450000
Memcpy Instances: 8.071000
Kernel 1: 0.021000
Kernel 2: 95.852997
Copyback: 0.017000
Sum: 0.025000
It 4,Best ac:0.004494 0.695652 fi:0.403484. Ave ac:0.008283,0.009382
Initialization: 5.531000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.048000
Kernel 1: 0.024000
Kernel 2: 95.785004
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.003651 0.520000 fi:0.579619. Ave ac:0.008722,0.010376
Initialization: 5.588000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.172000
Kernel 1: 0.022000
Kernel 2: 96.898003
Copyback: 0.017000
Sum: 0.033000
It 6,Best ac:0.004492 0.571429 fi:0.527712. Ave ac:0.010447,0.011778
Initialization: 5.525000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.138000
Kernel 1: 0.023000
Kernel 2: 93.848999
Copyback: 0.017000
Sum: 0.026000
It 7,Best ac:0.007863 0.549020 fi:0.548208. Ave ac:0.006593,0.006877
Initialization: 5.542000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.075000
Kernel 1: 0.024000
Kernel 2: 98.920998
Copyback: 0.017000
Sum: 0.030000
It 8,Best ac:0.003931 0.560000 fi:0.539459. Ave ac:0.009342,0.009629
Initialization: 5.520000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.035000
Kernel 1: 0.023000
Kernel 2: 98.087997
Copyback: 0.017000
Sum: 0.028000
It 9,Best ac:0.004212 0.600000 fi:0.499300. Ave ac:0.007679,0.007779
Iteration 10:MDL fitness activated
Error 0.499300 TL 0.032748
MDL Theory Length Weight: 5.0821999891 (6)
Initialization: 5.564000
Memcpy Classifiers: 0.471000
Memcpy Instances: 7.113000
Kernel 1: 0.022000
Kernel 2: 101.152000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.003089 0.687500 fi:0.576888. Ave ac:0.009307,0.009429
Initialization: 5.628000
Memcpy Classifiers: 0.417000
Memcpy Instances: 7.042000
Kernel 1: 0.023000
Kernel 2: 95.533997
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.003369 0.631579 fi:0.632650. Ave ac:0.008939,0.009407
Initialization: 5.511000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.099000
Kernel 1: 0.023000
Kernel 2: 94.853996
Copyback: 0.018000
Sum: 0.030000
It 12,Best ac:0.003088 0.578947 fi:0.642765. Ave ac:0.007573,0.008440
Initialization: 5.550000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.039000
Kernel 1: 0.023000
Kernel 2: 89.108002
Copyback: 0.018000
Sum: 0.036000
It 13,Best ac:0.002809 0.625000 fi:0.662967. Ave ac:0.007721,0.009039
Initialization: 5.514000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.077000
Kernel 1: 0.023000
Kernel 2: 87.130997
Copyback: 0.017000
Sum: 0.031000
It 14,Best ac:0.004494 0.666667 fi:0.596921. Ave ac:0.009115,0.010498
Initialization: 5.543000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.035000
Kernel 1: 0.024000
Kernel 2: 87.065002
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.003090 0.687500 fi:0.545997. Ave ac:0.006287,0.007412
Initialization: 5.465000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.085000
Kernel 1: 0.023000
Kernel 2: 86.917000
Copyback: 0.017000
Sum: 0.028000
It 16,Best ac:0.005336 0.730769 fi:0.501455. Ave ac:0.006947,0.008039
Initialization: 5.701000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.081000
Kernel 1: 0.023000
Kernel 2: 86.867996
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.002246 1.000000 fi:0.400631. Ave ac:0.004819,0.008381
Initialization: 5.516000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.091000
Kernel 1: 0.023000
Kernel 2: 86.044998
Copyback: 0.017000
Sum: 0.033000
It 18,Best ac:0.003089 0.733333 fi:0.471958. Ave ac:0.010909,0.012893
Initialization: 5.453000
Memcpy Classifiers: 0.404000
Memcpy Instances: 7.062000
Kernel 1: 0.024000
Kernel 2: 84.492996
Copyback: 0.017000
Sum: 0.027000
It 19,Best ac:0.005334 0.575758 fi:0.623399. Ave ac:0.006578,0.010950
Initialization: 5.451000
Memcpy Classifiers: 0.414000
Memcpy Instances: 7.039000
Kernel 1: 0.023000
Kernel 2: 84.402000
Copyback: 0.372000
Sum: 0.032000
It 20,Best ac:0.001404 1.000000 fi:0.654485. Ave ac:0.010987,0.014810
Initialization: 5.586000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.042000
Kernel 1: 0.023000
Kernel 2: 84.619003
Copyback: 0.017000
Sum: 0.035000
It 21,Best ac:0.005055 0.545455 fi:0.621662. Ave ac:0.010450,0.013616
Initialization: 5.517000
Memcpy Classifiers: 0.381000
Memcpy Instances: 8.053000
Kernel 1: 0.022000
Kernel 2: 80.819000
Copyback: 0.017000
Sum: 0.034000
It 22,Best ac:0.002807 0.714286 fi:0.530207. Ave ac:0.015050,0.016650
Initialization: 5.520000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.111000
Kernel 1: 0.024000
Kernel 2: 77.889999
Copyback: 0.017000
Sum: 0.033000
It 23,Best ac:0.005336 0.633333 fi:0.560625. Ave ac:0.010879,0.012908
Initialization: 5.481000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.140000
Kernel 1: 0.023000
Kernel 2: 76.432999
Copyback: 0.016000
Sum: 0.029000
It 24,Best ac:0.003371 0.750000 fi:0.456047. Ave ac:0.010728,0.013297
Initialization: 6.141000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.114000
Kernel 1: 0.023000
Kernel 2: 76.100998
Copyback: 0.017000
Sum: 0.031000
It 25,Best ac:0.003370 0.666667 fi:0.505656. Ave ac:0.011215,0.014646
Initialization: 5.472000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.075000
Kernel 1: 0.023000
Kernel 2: 75.609001
Copyback: 0.016000
Sum: 0.028000
It 26,Best ac:0.005615 0.625000 fi:0.529419. Ave ac:0.011502,0.012218
MDL Theory Length Weight: 4.5739799902 (10)
Initialization: 5.566000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.124000
Kernel 1: 0.022000
Kernel 2: 73.758003
Copyback: 0.016000
Sum: 0.025000
It 27,Best ac:0.003933 0.700000 fi:0.449212. Ave ac:0.011772,0.013889
Initialization: 5.499000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.063000
Kernel 1: 0.023000
Kernel 2: 73.654999
Copyback: 0.018000
Sum: 0.028000
It 28,Best ac:0.004212 0.750000 fi:0.413435. Ave ac:0.008311,0.010073
Initialization: 5.530000
Memcpy Classifiers: 0.319000
Memcpy Instances: 7.267000
Kernel 1: 0.023000
Kernel 2: 70.003998
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003090 0.733333 fi:0.440289. Ave ac:0.010679,0.014007
Initialization: 5.557000
Memcpy Classifiers: 0.284000
Memcpy Instances: 7.530000
Kernel 1: 0.023000
Kernel 2: 70.071999
Copyback: 0.017000
Sum: 0.030000
It 30,Best ac:0.003089 0.611111 fi:0.552591. Ave ac:0.006157,0.009749
Initialization: 5.467000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.063000
Kernel 1: 0.024000
Kernel 2: 68.102997
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003652 0.619048 fi:0.555154. Ave ac:0.011410,0.019928
Initialization: 5.502000
Memcpy Classifiers: 0.354000
Memcpy Instances: 8.241000
Kernel 1: 0.023000
Kernel 2: 72.448997
Copyback: 0.017000
Sum: 0.025000
It 32,Best ac:0.002808 0.769231 fi:0.457117. Ave ac:0.011347,0.017992
Initialization: 5.487000
Memcpy Classifiers: 0.359000
Memcpy Instances: 7.084000
Kernel 1: 0.022000
Kernel 2: 69.273003
Copyback: 0.017000
Sum: 0.022000
It 33,Best ac:0.001966 1.000000 fi:0.485179. Ave ac:0.009180,0.014489
Initialization: 31.749001
Memcpy Instances: 351.522003
Memcpy Classifiers: 0.071000
Kernel 1: 0.023000
Kernel 2: 554.515991
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 585.140991
Copyback: 0.014000
Sum: 0.003000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 569.963989
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.014000
Kernel 2: 567.664978
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 557.820984
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 579.181030
Copyback: 0.019000
Sum: 0.006000
Memcpy Classifiers: 0.070000
Kernel 1: 0.019000
Kernel 2: 587.046997
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.078000
Kernel 1: 0.013000
Kernel 2: 413.167999
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.004061 0.455290 fi:0.694419. Ave ac:0.011641,0.035463
Best acc 0.004061 0.455290
Initialization: 5.765000
Memcpy Classifiers: 0.523000
Memcpy Instances: 7.045000
Kernel 1: 0.024000
Kernel 2: 87.703003
Copyback: 0.017000
Sum: 0.042000
Initial population average accuracy1:0.004673 accuracy2:0.161757
Initialization: 5.426000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.091000
Kernel 1: 0.023000
Kernel 2: 93.064003
Copyback: 0.017000
Sum: 0.037000
It 0,Best ac:0.004213 0.441176 fi:0.658120. Ave ac:0.008075,0.009694
Initialization: 5.473000
Memcpy Classifiers: 0.475000
Memcpy Instances: 7.149000
Kernel 1: 0.024000
Kernel 2: 93.141998
Copyback: 0.017000
Sum: 0.031000
It 1,Best ac:0.003371 0.545455 fi:0.554321. Ave ac:0.009308,0.011207
Initialization: 5.802000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.053000
Kernel 1: 0.023000
Kernel 2: 92.407997
Copyback: 0.019000
Sum: 0.034000
It 2,Best ac:0.004212 0.535714 fi:0.563586. Ave ac:0.010451,0.012871
Initialization: 5.485000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.053000
Kernel 1: 0.022000
Kernel 2: 93.361000
Copyback: 0.017000
Sum: 0.029000
It 3,Best ac:0.003651 0.619048 fi:0.480571. Ave ac:0.010855,0.013133
Initialization: 5.588000
Memcpy Classifiers: 0.434000
Memcpy Instances: 7.533000
Kernel 1: 0.023000
Kernel 2: 94.025002
Copyback: 0.017000
Sum: 0.027000
It 4,Best ac:0.005055 0.473684 fi:0.625138. Ave ac:0.008710,0.010045
Initialization: 5.494000
Memcpy Classifiers: 0.453000
Memcpy Instances: 7.101000
Kernel 1: 0.023000
Kernel 2: 94.641998
Copyback: 0.020000
Sum: 0.028000
It 5,Best ac:0.005053 0.580645 fi:0.518177. Ave ac:0.008171,0.009822
Initialization: 5.470000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.047000
Kernel 1: 0.024000
Kernel 2: 96.333000
Copyback: 0.017000
Sum: 0.028000
It 6,Best ac:0.003089 0.687500 fi:0.412438. Ave ac:0.008164,0.008389
Initialization: 5.582000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.064000
Kernel 1: 0.023000
Kernel 2: 95.780998
Copyback: 0.017000
Sum: 0.032000
It 7,Best ac:0.002809 0.769231 fi:0.381039. Ave ac:0.006590,0.007190
Initialization: 5.504000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.081000
Kernel 1: 0.023000
Kernel 2: 97.834000
Copyback: 0.017000
Sum: 0.031000
It 8,Best ac:0.007299 0.500000 fi:0.597547. Ave ac:0.005281,0.004210
Initialization: 5.523000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.039000
Kernel 1: 0.023000
Kernel 2: 96.314003
Copyback: 0.017000
Sum: 0.030000
It 9,Best ac:0.005055 0.600000 fi:0.498822. Ave ac:0.005836,0.004955
Iteration 10:MDL fitness activated
Error 0.498822 TL 0.050596
MDL Theory Length Weight: 3.2862918847 (3)
Initialization: 5.568000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.094000
Kernel 1: 0.023000
Kernel 2: 91.996002
Copyback: 0.017000
Sum: 0.030000
It 10,Best ac:0.002807 0.769231 fi:0.510593. Ave ac:0.005608,0.005179
Initialization: 5.470000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.097000
Kernel 1: 0.024000
Kernel 2: 85.728996
Copyback: 0.017000
Sum: 0.032000
It 11,Best ac:0.003370 0.631579 fi:0.589314. Ave ac:0.005679,0.005170
Initialization: 5.470000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.064000
Kernel 1: 0.028000
Kernel 2: 82.508003
Copyback: 0.017000
Sum: 0.039000
It 12,Best ac:0.011798 0.646154 fi:0.552122. Ave ac:0.007962,0.006739
Initialization: 5.522000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.076000
Kernel 1: 0.023000
Kernel 2: 83.750000
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.005896 0.677419 fi:0.539145. Ave ac:0.007111,0.006398
Initialization: 5.515000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.649000
Kernel 1: 0.023000
Kernel 2: 83.348000
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.002528 0.818182 fi:0.552193. Ave ac:0.007716,0.007147
Initialization: 5.482000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.861000
Kernel 1: 0.023000
Kernel 2: 80.600998
Copyback: 0.016000
Sum: 0.031000
It 15,Best ac:0.003931 0.700000 fi:0.507961. Ave ac:0.008985,0.007964
Initialization: 5.500000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.040000
Kernel 1: 0.023000
Kernel 2: 78.919998
Copyback: 0.017000
Sum: 0.033000
It 16,Best ac:0.005897 0.617647 fi:0.597003. Ave ac:0.007890,0.007766
Initialization: 5.474000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.033000
Kernel 1: 0.024000
Kernel 2: 76.084000
Copyback: 0.017000
Sum: 0.029000
It 17,Best ac:0.003371 0.666667 fi:0.561331. Ave ac:0.006908,0.008413
Initialization: 5.510000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.065000
Kernel 1: 0.023000
Kernel 2: 76.612000
Copyback: 0.018000
Sum: 0.030000
It 18,Best ac:0.004493 0.800000 fi:0.413967. Ave ac:0.009445,0.009074
Initialization: 5.595000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.071000
Kernel 1: 0.023000
Kernel 2: 75.691002
Copyback: 0.017000
Sum: 0.035000
It 19,Best ac:0.003370 0.800000 fi:0.394159. Ave ac:0.007905,0.008537
Initialization: 5.487000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.068000
Kernel 1: 0.022000
Kernel 2: 75.124001
Copyback: 0.017000
Sum: 0.030000
It 20,Best ac:0.003651 0.928571 fi:0.286450. Ave ac:0.008391,0.009047
Initialization: 5.486000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.118000
Kernel 1: 0.024000
Kernel 2: 75.855003
Copyback: 0.017000
Sum: 0.031000
It 21,Best ac:0.003650 0.764706 fi:0.445118. Ave ac:0.008978,0.009252
Initialization: 5.450000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.081000
Kernel 1: 0.023000
Kernel 2: 77.418999
Copyback: 0.017000
Sum: 0.027000
It 22,Best ac:0.003650 0.866667 fi:0.326974. Ave ac:0.006792,0.008025
Initialization: 5.500000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.041000
Kernel 1: 0.024000
Kernel 2: 75.980003
Copyback: 0.017000
Sum: 0.036000
It 23,Best ac:0.003088 0.916667 fi:0.273260. Ave ac:0.008995,0.009330
Initialization: 5.537000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.193000
Kernel 1: 0.022000
Kernel 2: 75.605003
Copyback: 0.017000
Sum: 0.030000
It 24,Best ac:0.004493 0.666667 fi:0.540455. Ave ac:0.007164,0.006668
Initialization: 5.511000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.169000
Kernel 1: 0.023000
Kernel 2: 74.184998
Copyback: 0.016000
Sum: 0.027000
It 25,Best ac:0.003090 0.785714 fi:0.405079. Ave ac:0.007507,0.007310
Initialization: 5.546000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.102000
Kernel 1: 0.023000
Kernel 2: 75.761002
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.002527 0.900000 fi:0.407679. Ave ac:0.006317,0.005830
Initialization: 5.491000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.107000
Kernel 1: 0.023000
Kernel 2: 75.336998
Copyback: 0.017000
Sum: 0.027000
It 27,Best ac:0.004493 0.666667 fi:0.520008. Ave ac:0.006033,0.004653
Initialization: 5.526000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.105000
Kernel 1: 0.024000
Kernel 2: 72.944000
Copyback: 0.017000
Sum: 0.028000
It 28,Best ac:0.003088 0.687500 fi:0.490865. Ave ac:0.005169,0.004702
Initialization: 6.247000
Memcpy Classifiers: 0.400000
Memcpy Instances: 7.887000
Kernel 1: 0.023000
Kernel 2: 73.902000
Copyback: 0.017000
Sum: 0.029000
It 29,Best ac:0.003651 0.764706 fi:0.426561. Ave ac:0.006085,0.005553
Initialization: 5.506000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.516000
Kernel 1: 0.023000
Kernel 2: 70.444000
Copyback: 0.018000
Sum: 0.035000
It 30,Best ac:0.006461 0.766667 fi:0.432340. Ave ac:0.006557,0.004983
Initialization: 5.466000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.676000
Kernel 1: 0.023000
Kernel 2: 72.886002
Copyback: 0.017000
Sum: 0.030000
It 31,Best ac:0.003370 0.800000 fi:0.397303. Ave ac:0.005024,0.003957
Initialization: 5.982000
Memcpy Classifiers: 0.341000
Memcpy Instances: 7.185000
Kernel 1: 0.023000
Kernel 2: 72.622002
Copyback: 0.017000
Sum: 0.033000
It 32,Best ac:0.003369 0.750000 fi:0.456960. Ave ac:0.005057,0.003977
MDL Theory Length Weight: 2.9576626963 (10)
Initialization: 6.152000
Memcpy Classifiers: 0.352000
Memcpy Instances: 7.095000
Kernel 1: 0.023000
Kernel 2: 73.760002
Copyback: 0.017000
Sum: 0.029000
It 33,Best ac:0.006459 0.741935 fi:0.431008. Ave ac:0.005985,0.004250
Initialization: 31.768000
Memcpy Instances: 350.218994
Memcpy Classifiers: 0.081000
Kernel 1: 0.025000
Kernel 2: 614.732971
Copyback: 0.015000
Sum: 0.017000
Memcpy Classifiers: 0.081000
Kernel 1: 0.014000
Kernel 2: 602.304016
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 613.367981
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.013000
Kernel 2: 622.103027
Copyback: 0.369000
Sum: 0.002000
Memcpy Classifiers: 0.080000
Kernel 1: 0.014000
Kernel 2: 604.265015
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.012000
Kernel 2: 605.786011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.079000
Kernel 1: 0.013000
Kernel 2: 621.393005
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.083000
Kernel 1: 0.013000
Kernel 2: 457.686005
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.028133 0.518852 fi:0.658618. Ave ac:0.004580,0.011749
Best acc 0.028133 0.518852
Rule:Att PSSM_0_4 is [<-2.630889]|Att PSSM_0_11 is [-5.020357,6.840709]|Att PSSM_0_12 is [-6.109052,-1.890948]|Att PSSM_1_15 is [-6.571014,-1.499048]|Att PSSM_1_20 is [-1.374505,4.586235]|Att PSSM_3_15 is [-6.257614,-0.921503]|Att PSSM_3_16 is [-3.060477,6.687082]|Att PSSM_3_20 is [-2.266265,6.228319]|Att PSSM_4_7 is [<-1.453126]|1
Accuracy : 0.788218
0	1	
145498	18582	
31110	39448	
Removed 1442 instances. 176608 Instances left. Acc of rule 0.028133-0.518852
Initialization: 5.466000
Memcpy Classifiers: 0.540000
Memcpy Instances: 7.136000
Kernel 1: 0.024000
Kernel 2: 88.757004
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005032 accuracy2:0.174471
Initialization: 5.540000
Memcpy Classifiers: 0.528000
Memcpy Instances: 7.009000
Kernel 1: 0.024000
Kernel 2: 92.466003
Copyback: 0.020000
Sum: 0.054000
It 0,Best ac:0.002830 0.416667 fi:0.714508. Ave ac:0.009069,0.012706
Initialization: 5.452000
Memcpy Classifiers: 0.539000
Memcpy Instances: 6.986000
Kernel 1: 0.024000
Kernel 2: 92.841003
Copyback: 0.018000
Sum: 0.033000
It 1,Best ac:0.005946 0.446809 fi:0.651449. Ave ac:0.010385,0.011606
Initialization: 5.577000
Memcpy Classifiers: 0.488000
Memcpy Instances: 7.035000
Kernel 1: 0.023000
Kernel 2: 97.940002
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.003964 0.451613 fi:0.647789. Ave ac:0.010138,0.011264
Initialization: 5.612000
Memcpy Classifiers: 0.498000
Memcpy Instances: 6.973000
Kernel 1: 0.023000
Kernel 2: 98.813004
Copyback: 0.018000
Sum: 0.028000
It 3,Best ac:0.003682 0.419355 fi:0.680211. Ave ac:0.008675,0.010299
Initialization: 5.711000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.232000
Kernel 1: 0.023000
Kernel 2: 95.219002
Copyback: 0.017000
Sum: 0.033000
It 4,Best ac:0.002831 0.526316 fi:0.603462. Ave ac:0.009583,0.011093
Initialization: 5.534000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.064000
Kernel 1: 0.022000
Kernel 2: 94.978996
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.004530 0.516129 fi:0.582946. Ave ac:0.008139,0.008733
Initialization: 5.524000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.039000
Kernel 1: 0.022000
Kernel 2: 92.206001
Copyback: 0.017000
Sum: 0.032000
It 6,Best ac:0.003114 0.578947 fi:0.520948. Ave ac:0.009031,0.009898
Initialization: 5.630000
Memcpy Classifiers: 0.434000
Memcpy Instances: 6.986000
Kernel 1: 0.022000
Kernel 2: 92.794998
Copyback: 0.017000
Sum: 0.033000
It 7,Best ac:0.001982 0.875000 fi:0.515845. Ave ac:0.007667,0.008482
Initialization: 5.460000
Memcpy Classifiers: 0.504000
Memcpy Instances: 6.992000
Kernel 1: 0.024000
Kernel 2: 95.588997
Copyback: 0.017000
Sum: 0.032000
It 8,Best ac:0.002831 0.625000 fi:0.504778. Ave ac:0.010426,0.010634
Initialization: 5.424000
Memcpy Classifiers: 0.469000
Memcpy Instances: 8.048000
Kernel 1: 0.022000
Kernel 2: 91.384003
Copyback: 0.016000
Sum: 0.027000
It 9,Best ac:0.003397 0.545455 fi:0.554278. Ave ac:0.009681,0.010073
Iteration 10:MDL fitness activated
Error 0.554278 TL 0.037607
MDL Theory Length Weight: 4.9129471119 (2)
Initialization: 5.439000
Memcpy Classifiers: 0.415000
Memcpy Instances: 6.987000
Kernel 1: 0.024000
Kernel 2: 91.608002
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.003681 0.590909 fi:0.621824. Ave ac:0.008005,0.008015
Initialization: 5.538000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.166000
Kernel 1: 0.023000
Kernel 2: 88.452003
Copyback: 0.017000
Sum: 0.034000
It 11,Best ac:0.003398 0.521739 fi:0.662017. Ave ac:0.008560,0.010014
Initialization: 5.493000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.026000
Kernel 1: 0.974000
Kernel 2: 85.473000
Copyback: 0.017000
Sum: 0.034000
It 12,Best ac:0.005379 0.612903 fi:0.606073. Ave ac:0.011307,0.013419
Initialization: 5.453000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.489000
Kernel 1: 0.023000
Kernel 2: 85.833000
Copyback: 0.017000
Sum: 0.035000
It 13,Best ac:0.003681 0.619048 fi:0.596720. Ave ac:0.013300,0.015410
Initialization: 5.435000
Memcpy Classifiers: 0.350000
Memcpy Instances: 7.031000
Kernel 1: 0.023000
Kernel 2: 81.556999
Copyback: 0.017000
Sum: 0.034000
It 14,Best ac:0.005946 0.583333 fi:0.626671. Ave ac:0.011294,0.015942
Initialization: 5.458000
Memcpy Classifiers: 0.348000
Memcpy Instances: 6.978000
Kernel 1: 0.023000
Kernel 2: 76.948997
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.003964 0.608696 fi:0.570507. Ave ac:0.012677,0.017882
Initialization: 5.468000
Memcpy Classifiers: 0.302000
Memcpy Instances: 6.973000
Kernel 1: 0.023000
Kernel 2: 71.476997
Copyback: 0.016000
Sum: 0.025000
It 16,Best ac:0.002548 0.750000 fi:0.556006. Ave ac:0.010155,0.018460
Initialization: 5.467000
Memcpy Classifiers: 0.302000
Memcpy Instances: 6.972000
Kernel 1: 0.023000
Kernel 2: 69.156998
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003398 0.571429 fi:0.570969. Ave ac:0.012606,0.024189
Initialization: 5.534000
Memcpy Classifiers: 0.283000
Memcpy Instances: 6.978000
Kernel 1: 0.023000
Kernel 2: 66.695000
Copyback: 0.017000
Sum: 0.022000
It 18,Best ac:0.003114 0.647059 fi:0.501847. Ave ac:0.010199,0.018648
Initialization: 5.415000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.034000
Kernel 1: 0.022000
Kernel 2: 66.838997
Copyback: 0.017000
Sum: 0.021000
It 19,Best ac:0.001698 1.000000 fi:0.525119. Ave ac:0.009771,0.017880
Initialization: 5.475000
Memcpy Classifiers: 0.262000
Memcpy Instances: 6.981000
Kernel 1: 0.023000
Kernel 2: 66.348999
Copyback: 0.017000
Sum: 0.021000
It 20,Best ac:0.004247 0.600000 fi:0.597899. Ave ac:0.015600,0.032326
Initialization: 5.454000
Memcpy Classifiers: 0.246000
Memcpy Instances: 6.982000
Kernel 1: 0.023000
Kernel 2: 64.674004
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.002548 0.818182 fi:0.473759. Ave ac:0.016350,0.030428
Initialization: 5.495000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.063000
Kernel 1: 0.023000
Kernel 2: 63.610001
Copyback: 0.017000
Sum: 0.022000
It 22,Best ac:0.005663 0.714286 fi:0.465156. Ave ac:0.015227,0.031943
Initialization: 5.518000
Memcpy Classifiers: 0.323000
Memcpy Instances: 7.064000
Kernel 1: 0.023000
Kernel 2: 63.589001
Copyback: 0.017000
Sum: 0.021000
It 23,Best ac:0.002830 0.666667 fi:0.504032. Ave ac:0.012729,0.023195
Initialization: 5.503000
Memcpy Classifiers: 0.284000
Memcpy Instances: 6.976000
Kernel 1: 0.024000
Kernel 2: 62.988998
Copyback: 0.371000
Sum: 0.023000
It 24,Best ac:0.003681 0.650000 fi:0.494566. Ave ac:0.015549,0.031630
Initialization: 5.920000
Memcpy Classifiers: 0.267000
Memcpy Instances: 7.062000
Kernel 1: 0.023000
Kernel 2: 60.271999
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.003114 0.578947 fi:0.608581. Ave ac:0.013031,0.029423
Initialization: 5.404000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.016000
Kernel 1: 0.023000
Kernel 2: 59.304001
Copyback: 0.017000
Sum: 0.020000
It 26,Best ac:0.005096 0.562500 fi:0.594812. Ave ac:0.024633,0.041676
Initialization: 6.149000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.022000
Kernel 1: 0.025000
Kernel 2: 58.824001
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.003114 0.500000 fi:0.653522. Ave ac:0.017482,0.035655
Initialization: 5.540000
Memcpy Classifiers: 0.227000
Memcpy Instances: 6.972000
Kernel 1: 0.023000
Kernel 2: 58.641998
Copyback: 0.017000
Sum: 0.023000
It 28,Best ac:0.002831 0.909091 fi:0.286117. Ave ac:0.019564,0.033816
Initialization: 5.453000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.060000
Kernel 1: 0.024000
Kernel 2: 60.945000
Copyback: 0.017000
Sum: 0.023000
It 29,Best ac:0.003680 0.650000 fi:0.528941. Ave ac:0.020250,0.039918
Initialization: 5.386000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.007000
Kernel 1: 0.023000
Kernel 2: 58.410000
Copyback: 0.017000
Sum: 0.022000
It 30,Best ac:0.003114 0.611111 fi:0.552298. Ave ac:0.013872,0.028958
Initialization: 5.946000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.008000
Kernel 1: 0.023000
Kernel 2: 60.300999
Copyback: 0.016000
Sum: 0.019000
It 31,Best ac:0.003398 0.631579 fi:0.513151. Ave ac:0.015267,0.030316
Initialization: 5.461000
Memcpy Classifiers: 0.247000
Memcpy Instances: 6.972000
Kernel 1: 0.024000
Kernel 2: 61.298000
Copyback: 0.017000
Sum: 0.019000
It 32,Best ac:0.003114 0.647059 fi:0.518735. Ave ac:0.013610,0.027459
Initialization: 5.488000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.012000
Kernel 1: 0.023000
Kernel 2: 62.683998
Copyback: 0.017000
Sum: 0.020000
It 33,Best ac:0.003114 0.611111 fi:0.544448. Ave ac:0.013877,0.026699
Initialization: 31.980000
Memcpy Instances: 349.627014
Memcpy Classifiers: 0.076000
Kernel 1: 0.026000
Kernel 2: 528.518005
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 530.822998
Copyback: 0.016000
Sum: 0.005000
Memcpy Classifiers: 0.074000
Kernel 1: 0.017000
Kernel 2: 542.408020
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.074000
Kernel 1: 0.015000
Kernel 2: 543.181030
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.074000
Kernel 1: 0.014000
Kernel 2: 536.382996
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 539.439026
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.075000
Kernel 1: 0.014000
Kernel 2: 532.978027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.013000
Kernel 2: 363.207001
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.049369 0.418579 fi:0.709228. Ave ac:0.010625,0.033888
Best acc 0.049369 0.418579
Initialization: 5.484000
Memcpy Classifiers: 0.593000
Memcpy Instances: 6.992000
Kernel 1: 0.024000
Kernel 2: 87.707001
Copyback: 0.017000
Sum: 0.044000
Initial population average accuracy1:0.005297 accuracy2:0.174811
Initialization: 5.435000
Memcpy Classifiers: 0.558000
Memcpy Instances: 7.081000
Kernel 1: 0.023000
Kernel 2: 90.408997
Copyback: 0.018000
Sum: 0.030000
It 0,Best ac:0.004247 0.454545 fi:0.644693. Ave ac:0.008999,0.010806
Initialization: 5.485000
Memcpy Classifiers: 0.433000
Memcpy Instances: 6.990000
Kernel 1: 0.025000
Kernel 2: 90.966003
Copyback: 0.017000
Sum: 0.028000
It 1,Best ac:0.001982 0.777778 fi:0.613067. Ave ac:0.011313,0.011960
Initialization: 5.485000
Memcpy Classifiers: 0.432000
Memcpy Instances: 6.986000
Kernel 1: 0.023000
Kernel 2: 88.905998
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.002831 0.666667 fi:0.463111. Ave ac:0.010557,0.010635
Initialization: 5.873000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.038000
Kernel 1: 0.023000
Kernel 2: 84.297997
Copyback: 0.371000
Sum: 0.029000
It 3,Best ac:0.003681 0.650000 fi:0.449565. Ave ac:0.009103,0.009389
Initialization: 5.459000
Memcpy Classifiers: 0.415000
Memcpy Instances: 6.971000
Kernel 1: 0.024000
Kernel 2: 81.306000
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.001416 1.000000 fi:0.564889. Ave ac:0.008258,0.010075
Initialization: 5.432000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.011000
Kernel 1: 0.023000
Kernel 2: 78.883003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.004813 0.548387 fi:0.550524. Ave ac:0.008412,0.009264
Initialization: 5.412000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.033000
Kernel 1: 0.024000
Kernel 2: 78.285004
Copyback: 0.018000
Sum: 0.030000
It 6,Best ac:0.008777 0.543860 fi:0.552763. Ave ac:0.008207,0.008941
Initialization: 5.506000
Memcpy Classifiers: 0.380000
Memcpy Instances: 6.990000
Kernel 1: 0.024000
Kernel 2: 78.477997
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.005095 0.600000 fi:0.498753. Ave ac:0.007724,0.006911
Initialization: 5.453000
Memcpy Classifiers: 0.377000
Memcpy Instances: 6.994000
Kernel 1: 0.023000
Kernel 2: 78.141998
Copyback: 0.018000
Sum: 0.030000
It 8,Best ac:0.006227 0.578947 fi:0.519152. Ave ac:0.006639,0.006885
Initialization: 5.382000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.040000
Kernel 1: 0.022000
Kernel 2: 78.325996
Copyback: 0.018000
Sum: 0.025000
It 9,Best ac:0.003114 0.611111 fi:0.488781. Ave ac:0.007357,0.008491
Iteration 10:MDL fitness activated
Error 0.488781 TL 0.029627
MDL Theory Length Weight: 5.4992498762 (7)
Initialization: 5.464000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.862000
Kernel 1: 0.022000
Kernel 2: 77.227997
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.004247 0.681818 fi:0.626124. Ave ac:0.008195,0.008053
Initialization: 5.468000
Memcpy Classifiers: 0.361000
Memcpy Instances: 6.985000
Kernel 1: 0.023000
Kernel 2: 75.105003
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.002830 0.666667 fi:0.585280. Ave ac:0.010397,0.010988
Initialization: 5.499000
Memcpy Classifiers: 0.352000
Memcpy Instances: 6.978000
Kernel 1: 0.023000
Kernel 2: 74.647003
Copyback: 0.017000
Sum: 0.028000
It 12,Best ac:0.006795 0.571429 fi:0.638445. Ave ac:0.013327,0.015295
Initialization: 5.508000
Memcpy Classifiers: 0.362000
Memcpy Instances: 9.035000
Kernel 1: 0.022000
Kernel 2: 71.915001
Copyback: 0.017000
Sum: 0.029000
It 13,Best ac:0.003964 0.636364 fi:0.641561. Ave ac:0.013840,0.016166
Initialization: 5.478000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.021000
Kernel 1: 0.022000
Kernel 2: 71.950996
Copyback: 0.019000
Sum: 0.034000
It 14,Best ac:0.006229 0.647059 fi:0.615676. Ave ac:0.014192,0.018855
Initialization: 5.473000
Memcpy Classifiers: 0.303000
Memcpy Instances: 6.971000
Kernel 1: 0.023000
Kernel 2: 71.642998
Copyback: 0.017000
Sum: 0.023000
It 15,Best ac:0.003964 0.636364 fi:0.575929. Ave ac:0.016352,0.021557
Initialization: 5.546000
Memcpy Classifiers: 0.301000
Memcpy Instances: 6.977000
Kernel 1: 0.023000
Kernel 2: 70.035004
Copyback: 0.018000
Sum: 0.029000
It 16,Best ac:0.003114 0.733333 fi:0.479450. Ave ac:0.018345,0.018702
Initialization: 5.491000
Memcpy Classifiers: 0.283000
Memcpy Instances: 8.340000
Kernel 1: 0.023000
Kernel 2: 69.084000
Copyback: 0.017000
Sum: 0.022000
It 17,Best ac:0.003964 0.538462 fi:0.639001. Ave ac:0.018433,0.020187
Initialization: 5.699000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.077000
Kernel 1: 0.023000
Kernel 2: 65.136002
Copyback: 0.017000
Sum: 0.021000
It 18,Best ac:0.003398 0.666667 fi:0.532783. Ave ac:0.017216,0.024922
Initialization: 5.616000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.246000
Kernel 1: 0.022000
Kernel 2: 64.775002
Copyback: 0.017000
Sum: 0.022000
It 19,Best ac:0.003397 0.600000 fi:0.552424. Ave ac:0.022200,0.029974
Initialization: 5.447000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.162000
Kernel 1: 0.023000
Kernel 2: 64.844002
Copyback: 0.016000
Sum: 0.025000
It 20,Best ac:0.005096 0.600000 fi:0.540862. Ave ac:0.019858,0.033443
Initialization: 5.521000
Memcpy Classifiers: 0.203000
Memcpy Instances: 7.019000
Kernel 1: 0.023000
Kernel 2: 66.262001
Copyback: 0.017000
Sum: 0.025000
It 21,Best ac:0.004530 0.592593 fi:0.588289. Ave ac:0.023476,0.041598
Initialization: 6.065000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.038000
Kernel 1: 0.023000
Kernel 2: 63.258999
Copyback: 0.017000
Sum: 0.023000
It 22,Best ac:0.002830 0.714286 fi:0.480998. Ave ac:0.022745,0.041338
Initialization: 5.578000
Memcpy Classifiers: 0.226000
Memcpy Instances: 6.992000
Kernel 1: 0.023000
Kernel 2: 62.835999
Copyback: 0.017000
Sum: 0.020000
It 23,Best ac:0.002831 0.625000 fi:0.557470. Ave ac:0.019796,0.040313
Initialization: 5.532000
Memcpy Classifiers: 0.271000
Memcpy Instances: 7.831000
Kernel 1: 0.024000
Kernel 2: 63.994999
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.004530 0.666667 fi:0.486637. Ave ac:0.026134,0.045862
Initialization: 5.986000
Memcpy Classifiers: 0.206000
Memcpy Instances: 7.144000
Kernel 1: 0.022000
Kernel 2: 63.931000
Copyback: 0.018000
Sum: 0.021000
It 25,Best ac:0.003114 0.550000 fi:0.597792. Ave ac:0.023181,0.045432
MDL Theory Length Weight: 4.9493248886 (10)
Initialization: 5.927000
Memcpy Classifiers: 0.403000
Memcpy Instances: 7.335000
Kernel 1: 0.023000
Kernel 2: 61.551998
Copyback: 0.017000
Sum: 0.023000
It 26,Best ac:0.003681 0.650000 fi:0.488762. Ave ac:0.023803,0.042992
Initialization: 5.513000
Memcpy Classifiers: 0.169000
Memcpy Instances: 7.063000
Kernel 1: 0.023000
Kernel 2: 60.414001
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.002831 0.714286 fi:0.463019. Ave ac:0.021960,0.045933
Initialization: 5.423000
Memcpy Classifiers: 0.169000
Memcpy Instances: 6.978000
Kernel 1: 0.024000
Kernel 2: 60.519001
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.003681 0.590909 fi:0.549002. Ave ac:0.022420,0.046048
Initialization: 5.999000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.021000
Kernel 1: 0.023000
Kernel 2: 60.629002
Copyback: 0.017000
Sum: 0.020000
It 29,Best ac:0.003114 0.647059 fi:0.485026. Ave ac:0.025582,0.048747
Initialization: 5.481000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.031000
Kernel 1: 0.022000
Kernel 2: 60.450001
Copyback: 0.017000
Sum: 0.020000
It 30,Best ac:0.004530 0.842105 fi:0.358571. Ave ac:0.022723,0.045217
Initialization: 5.479000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.013000
Kernel 1: 0.023000
Kernel 2: 61.001999
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.003681 0.650000 fi:0.503747. Ave ac:0.018413,0.043420
Initialization: 5.456000
Memcpy Classifiers: 0.264000
Memcpy Instances: 6.993000
Kernel 1: 0.023000
Kernel 2: 58.993999
Copyback: 0.017000
Sum: 0.020000
It 32,Best ac:0.005096 0.642857 fi:0.489704. Ave ac:0.034420,0.053374
Initialization: 5.478000
Memcpy Classifiers: 0.170000
Memcpy Instances: 7.037000
Kernel 1: 0.023000
Kernel 2: 58.784000
Copyback: 0.017000
Sum: 0.021000
It 33,Best ac:0.003398 0.750000 fi:0.417578. Ave ac:0.030988,0.052560
Initialization: 34.264999
Memcpy Instances: 350.954010
Memcpy Classifiers: 0.072000
Kernel 1: 0.026000
Kernel 2: 512.749023
Copyback: 0.015000
Sum: 0.018000
Memcpy Classifiers: 0.066000
Kernel 1: 0.013000
Kernel 2: 510.230011
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 516.872986
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.070000
Kernel 1: 0.014000
Kernel 2: 517.484985
Copyback: 0.016000
Sum: 0.004000
Memcpy Classifiers: 0.072000
Kernel 1: 0.015000
Kernel 2: 527.476990
Copyback: 0.017000
Sum: 0.005000
Memcpy Classifiers: 0.073000
Kernel 1: 0.016000
Kernel 2: 519.158020
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.070000
Kernel 1: 0.013000
Kernel 2: 521.703979
Copyback: 0.367000
Sum: 0.003000
Memcpy Classifiers: 0.065000
Kernel 1: 0.014000
Kernel 2: 343.316010
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003386 0.471981 fi:0.668100. Ave ac:0.028591,0.085945
Best acc 0.003386 0.471981
Initialization: 5.535000
Memcpy Classifiers: 0.584000
Memcpy Instances: 7.026000
Kernel 1: 0.025000
Kernel 2: 86.512001
Copyback: 0.018000
Sum: 0.050000
Initial population average accuracy1:0.003885 accuracy2:0.179722
Initialization: 5.541000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.229000
Kernel 1: 0.023000
Kernel 2: 95.617996
Copyback: 0.017000
Sum: 0.035000
It 0,Best ac:0.005379 0.431818 fi:0.666766. Ave ac:0.007381,0.009080
Initialization: 5.464000
Memcpy Classifiers: 0.501000
Memcpy Instances: 6.981000
Kernel 1: 0.024000
Kernel 2: 97.246002
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.005947 0.538462 fi:0.559796. Ave ac:0.009521,0.011946
Initialization: 5.486000
Memcpy Classifiers: 0.468000
Memcpy Instances: 6.986000
Kernel 1: 0.022000
Kernel 2: 96.428001
Copyback: 0.017000
Sum: 0.028000
It 2,Best ac:0.004248 0.454545 fi:0.644693. Ave ac:0.008617,0.010722
Initialization: 5.467000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.022000
Kernel 1: 0.023000
Kernel 2: 94.683998
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.003114 0.611111 fi:0.488781. Ave ac:0.007676,0.008923
Initialization: 5.416000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.019000
Kernel 1: 0.023000
Kernel 2: 96.501999
Copyback: 0.017000
Sum: 0.032000
It 4,Best ac:0.002831 0.526316 fi:0.603462. Ave ac:0.007924,0.009268
Initialization: 5.589000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.939000
Kernel 1: 0.022000
Kernel 2: 95.252998
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.003964 0.636364 fi:0.463038. Ave ac:0.008139,0.011092
Initialization: 5.505000
Memcpy Classifiers: 0.470000
Memcpy Instances: 7.000000
Kernel 1: 0.023000
Kernel 2: 95.115997
Copyback: 0.017000
Sum: 0.029000
It 6,Best ac:0.003114 0.550000 fi:0.549892. Ave ac:0.008110,0.009488
Initialization: 5.493000
Memcpy Classifiers: 0.450000
Memcpy Instances: 6.979000
Kernel 1: 0.024000
Kernel 2: 93.828003
Copyback: 0.025000
Sum: 0.043000
It 7,Best ac:0.002831 0.769231 fi:0.360547. Ave ac:0.007268,0.007904
Initialization: 5.667000
Memcpy Classifiers: 0.452000
Memcpy Instances: 7.011000
Kernel 1: 0.022000
Kernel 2: 93.859001
Copyback: 0.017000
Sum: 0.029000
It 8,Best ac:0.003963 0.500000 fi:0.599406. Ave ac:0.006780,0.007467
Initialization: 5.493000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.461000
Kernel 1: 0.023000
Kernel 2: 92.391998
Copyback: 0.017000
Sum: 0.032000
It 9,Best ac:0.004530 0.533333 fi:0.565742. Ave ac:0.007965,0.008444
Iteration 10:MDL fitness activated
Error 0.565742 TL 0.034635
MDL Theory Length Weight: 5.4447466899 (3)
Initialization: 5.499000
Memcpy Classifiers: 0.416000
Memcpy Instances: 7.002000
Kernel 1: 0.023000
Kernel 2: 90.195000
Copyback: 0.017000
Sum: 0.029000
It 10,Best ac:0.002831 0.666667 fi:0.615179. Ave ac:0.009071,0.008856
Initialization: 7.686000
Memcpy Classifiers: 0.399000
Memcpy Instances: 6.996000
Kernel 1: 0.023000
Kernel 2: 88.481003
Copyback: 0.018000
Sum: 0.036000
It 11,Best ac:0.003114 0.647059 fi:0.586967. Ave ac:0.010548,0.010858
Initialization: 5.426000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.015000
Kernel 1: 0.024000
Kernel 2: 81.467003
Copyback: 0.018000
Sum: 0.035000
It 12,Best ac:0.003114 0.785714 fi:0.487531. Ave ac:0.013120,0.012586
Initialization: 5.466000
Memcpy Classifiers: 0.362000
Memcpy Instances: 6.994000
Kernel 1: 0.024000
Kernel 2: 74.010002
Copyback: 0.017000
Sum: 0.032000
It 13,Best ac:0.003114 0.611111 fi:0.622914. Ave ac:0.011730,0.012983
Initialization: 5.599000
Memcpy Classifiers: 0.361000
Memcpy Instances: 6.999000
Kernel 1: 0.023000
Kernel 2: 69.584999
Copyback: 0.017000
Sum: 0.036000
It 14,Best ac:0.007361 0.619048 fi:0.618889. Ave ac:0.011189,0.014117
Initialization: 5.403000
Memcpy Classifiers: 0.302000
Memcpy Instances: 7.105000
Kernel 1: 0.023000
Kernel 2: 69.195000
Copyback: 0.017000
Sum: 0.033000
It 15,Best ac:0.003114 0.733333 fi:0.460553. Ave ac:0.014294,0.015151
Initialization: 5.426000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.486000
Kernel 1: 0.023000
Kernel 2: 69.163002
Copyback: 0.017000
Sum: 0.032000
It 16,Best ac:0.003114 0.733333 fi:0.450293. Ave ac:0.011503,0.013437
Initialization: 5.428000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.082000
Kernel 1: 0.022000
Kernel 2: 69.283997
Copyback: 0.016000
Sum: 0.030000
It 17,Best ac:0.003680 0.500000 fi:0.668291. Ave ac:0.012159,0.014363
Initialization: 5.400000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.064000
Kernel 1: 0.022000
Kernel 2: 65.467003
Copyback: 0.016000
Sum: 0.028000
It 18,Best ac:0.003680 0.812500 fi:0.389993. Ave ac:0.013548,0.018111
Initialization: 5.522000
Memcpy Classifiers: 0.263000
Memcpy Instances: 6.977000
Kernel 1: 0.023000
Kernel 2: 63.584000
Copyback: 0.017000
Sum: 0.024000
It 19,Best ac:0.003398 0.750000 fi:0.481852. Ave ac:0.010946,0.010365
Initialization: 5.389000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.119000
Kernel 1: 0.022000
Kernel 2: 64.096001
Copyback: 0.017000
Sum: 0.025000
It 20,Best ac:0.004246 0.750000 fi:0.471104. Ave ac:0.010459,0.014702
Initialization: 5.468000
Memcpy Classifiers: 0.283000
Memcpy Instances: 6.984000
Kernel 1: 0.024000
Kernel 2: 63.442001
Copyback: 0.017000
Sum: 0.024000
It 21,Best ac:0.003114 0.687500 fi:0.566245. Ave ac:0.009419,0.012509
Initialization: 5.440000
Memcpy Classifiers: 0.282000
Memcpy Instances: 7.466000
Kernel 1: 0.022000
Kernel 2: 62.948002
Copyback: 0.016000
Sum: 0.022000
It 22,Best ac:0.003114 0.550000 fi:0.618614. Ave ac:0.010821,0.016262
Initialization: 5.547000
Memcpy Classifiers: 0.264000
Memcpy Instances: 6.978000
Kernel 1: 0.023000
Kernel 2: 63.452000
Copyback: 0.016000
Sum: 0.021000
It 23,Best ac:0.003681 0.650000 fi:0.584972. Ave ac:0.014272,0.022838
Initialization: 5.467000
Memcpy Classifiers: 0.283000
Memcpy Instances: 7.019000
Kernel 1: 0.022000
Kernel 2: 63.136002
Copyback: 0.017000
Sum: 0.023000
It 24,Best ac:0.005663 0.625000 fi:0.565571. Ave ac:0.017725,0.022863
Initialization: 5.424000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.007000
Kernel 1: 0.023000
Kernel 2: 62.148998
Copyback: 0.016000
Sum: 0.020000
It 25,Best ac:0.004530 0.666667 fi:0.520368. Ave ac:0.016883,0.023115
Initialization: 5.438000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.468000
Kernel 1: 0.023000
Kernel 2: 62.387001
Copyback: 0.017000
Sum: 0.022000
It 26,Best ac:0.006795 0.666667 fi:0.507963. Ave ac:0.017050,0.023605
Initialization: 5.546000
Memcpy Classifiers: 0.245000
Memcpy Instances: 6.974000
Kernel 1: 0.023000
Kernel 2: 62.275002
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.005663 0.588235 fi:0.555385. Ave ac:0.012256,0.020085
MDL Theory Length Weight: 4.9002720209 (10)
Initialization: 5.443000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.010000
Kernel 1: 0.023000
Kernel 2: 62.209999
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.005379 0.575758 fi:0.584946. Ave ac:0.015294,0.022554
Initialization: 5.510000
Memcpy Classifiers: 0.321000
Memcpy Instances: 6.983000
Kernel 1: 0.024000
Kernel 2: 60.474998
Copyback: 0.018000
Sum: 0.022000
It 29,Best ac:0.003681 0.590909 fi:0.562955. Ave ac:0.016459,0.026306
Initialization: 5.445000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.097000
Kernel 1: 0.022000
Kernel 2: 61.054001
Copyback: 0.017000
Sum: 0.023000
It 30,Best ac:0.004530 0.640000 fi:0.503055. Ave ac:0.017084,0.023164
Initialization: 5.541000
Memcpy Classifiers: 0.283000
Memcpy Instances: 6.980000
Kernel 1: 0.023000
Kernel 2: 60.945000
Copyback: 0.017000
Sum: 0.022000
It 31,Best ac:0.009343 0.458333 fi:0.672264. Ave ac:0.012158,0.021714
Initialization: 5.372000
Memcpy Classifiers: 0.262000
Memcpy Instances: 6.985000
Kernel 1: 0.023000
Kernel 2: 59.550999
Copyback: 0.016000
Sum: 0.022000
It 32,Best ac:0.003964 0.736842 fi:0.441160. Ave ac:0.020068,0.030491
Initialization: 5.448000
Memcpy Classifiers: 0.245000
Memcpy Instances: 6.982000
Kernel 1: 0.023000
Kernel 2: 61.377998
Copyback: 0.019000
Sum: 0.023000
It 33,Best ac:0.003114 0.687500 fi:0.507346. Ave ac:0.016345,0.025893
Initialization: 32.386002
Memcpy Instances: 346.415985
Memcpy Classifiers: 0.070000
Kernel 1: 0.023000
Kernel 2: 534.427979
Copyback: 0.015000
Sum: 0.016000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 529.906982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.067000
Kernel 1: 0.013000
Kernel 2: 525.612000
Copyback: 0.369000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 525.984985
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 518.859009
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 520.552979
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 524.013977
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.064000
Kernel 1: 0.014000
Kernel 2: 361.243988
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.004915 0.439939 fi:0.699594. Ave ac:0.014874,0.044176
Best acc 0.004915 0.439939
Initialization: 5.460000
Memcpy Classifiers: 0.521000
Memcpy Instances: 7.012000
Kernel 1: 0.024000
Kernel 2: 88.047997
Copyback: 0.017000
Sum: 0.047000
Initial population average accuracy1:0.004627 accuracy2:0.163960
Initialization: 5.423000
Memcpy Classifiers: 0.522000
Memcpy Instances: 7.480000
Kernel 1: 0.022000
Kernel 2: 93.051003
Copyback: 0.017000
Sum: 0.039000
It 0,Best ac:0.004247 0.468750 fi:0.630488. Ave ac:0.008187,0.011922
Initialization: 5.439000
Memcpy Classifiers: 0.469000
Memcpy Instances: 7.003000
Kernel 1: 0.023000
Kernel 2: 95.828003
Copyback: 0.017000
Sum: 0.030000
It 1,Best ac:0.003398 0.480000 fi:0.619729. Ave ac:0.010499,0.013493
Initialization: 5.458000
Memcpy Classifiers: 0.470000
Memcpy Instances: 6.988000
Kernel 1: 0.023000
Kernel 2: 94.617996
Copyback: 0.017000
Sum: 0.026000
It 2,Best ac:0.003964 0.466667 fi:0.632735. Ave ac:0.011984,0.015515
Initialization: 5.483000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.109000
Kernel 1: 0.023000
Kernel 2: 94.977997
Copyback: 0.017000
Sum: 0.027000
It 3,Best ac:0.004247 0.517241 fi:0.581997. Ave ac:0.012601,0.015428
Initialization: 5.410000
Memcpy Classifiers: 0.450000
Memcpy Instances: 6.992000
Kernel 1: 0.024000
Kernel 2: 93.819000
Copyback: 0.017000
Sum: 0.028000
It 4,Best ac:0.003964 0.608696 fi:0.490706. Ave ac:0.010180,0.013415
Initialization: 5.407000
Memcpy Classifiers: 0.510000
Memcpy Instances: 8.355000
Kernel 1: 0.022000
Kernel 2: 93.147003
Copyback: 0.017000
Sum: 0.029000
It 5,Best ac:0.003114 0.733333 fi:0.366559. Ave ac:0.008988,0.011914
Initialization: 5.511000
Memcpy Classifiers: 0.487000
Memcpy Instances: 7.516000
Kernel 1: 0.023000
Kernel 2: 89.109001
Copyback: 0.018000
Sum: 0.030000
It 6,Best ac:0.004246 0.652174 fi:0.447069. Ave ac:0.007764,0.011409
Initialization: 5.455000
Memcpy Classifiers: 0.415000
Memcpy Instances: 6.980000
Kernel 1: 0.024000
Kernel 2: 85.024002
Copyback: 0.017000
Sum: 0.030000
It 7,Best ac:0.003114 0.578947 fi:0.520945. Ave ac:0.008155,0.009904
Initialization: 5.440000
Memcpy Classifiers: 0.363000
Memcpy Instances: 6.982000
Kernel 1: 0.023000
Kernel 2: 80.844002
Copyback: 0.017000
Sum: 0.034000
It 8,Best ac:0.004530 0.842105 fi:0.256970. Ave ac:0.008858,0.011448
Initialization: 5.514000
Memcpy Classifiers: 0.324000
Memcpy Instances: 8.027000
Kernel 1: 0.022000
Kernel 2: 79.360001
Copyback: 0.016000
Sum: 0.031000
It 9,Best ac:0.003114 0.611111 fi:0.488781. Ave ac:0.008042,0.013716
Iteration 10:MDL fitness activated
Error 0.488781 TL 0.035126
MDL Theory Length Weight: 4.6383565280 (2)
Initialization: 5.488000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.019000
Kernel 1: 0.023000
Kernel 2: 77.828003
Copyback: 0.016000
Sum: 0.029000
It 10,Best ac:0.003964 0.700000 fi:0.520804. Ave ac:0.007055,0.011328
Initialization: 5.542000
Memcpy Classifiers: 0.319000
Memcpy Instances: 6.998000
Kernel 1: 0.023000
Kernel 2: 77.442001
Copyback: 0.017000
Sum: 0.026000
It 11,Best ac:0.003681 0.650000 fi:0.546553. Ave ac:0.007495,0.012636
Initialization: 5.523000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.459000
Kernel 1: 0.023000
Kernel 2: 77.765999
Copyback: 0.017000
Sum: 0.020000
It 12,Best ac:0.004247 0.576923 fi:0.596287. Ave ac:0.007784,0.014436
Initialization: 5.514000
Memcpy Classifiers: 0.282000
Memcpy Instances: 6.973000
Kernel 1: 0.023000
Kernel 2: 73.728996
Copyback: 0.016000
Sum: 0.020000
It 13,Best ac:0.005379 0.542857 fi:0.608604. Ave ac:0.011288,0.021809
Initialization: 5.476000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.012000
Kernel 1: 0.023000
Kernel 2: 71.485001
Copyback: 0.017000
Sum: 0.020000
It 14,Best ac:0.005095 0.692308 fi:0.485540. Ave ac:0.010909,0.021227
Initialization: 5.494000
Memcpy Classifiers: 0.246000
Memcpy Instances: 6.976000
Kernel 1: 0.024000
Kernel 2: 73.896004
Copyback: 0.017000
Sum: 0.018000
It 15,Best ac:0.003114 0.611111 fi:0.553774. Ave ac:0.008334,0.015266
Initialization: 5.537000
Memcpy Classifiers: 0.282000
Memcpy Instances: 6.993000
Kernel 1: 0.024000
Kernel 2: 71.694000
Copyback: 0.017000
Sum: 0.020000
It 16,Best ac:0.003963 0.700000 fi:0.463170. Ave ac:0.010569,0.017739
Initialization: 5.467000
Memcpy Classifiers: 0.226000
Memcpy Instances: 6.971000
Kernel 1: 0.023000
Kernel 2: 69.662003
Copyback: 0.017000
Sum: 0.021000
It 17,Best ac:0.003681 0.590909 fi:0.563068. Ave ac:0.009275,0.018110
Initialization: 5.452000
Memcpy Classifiers: 0.351000
Memcpy Instances: 6.997000
Kernel 1: 0.023000
Kernel 2: 70.025002
Copyback: 0.017000
Sum: 0.023000
It 18,Best ac:0.003114 0.647059 fi:0.492207. Ave ac:0.012908,0.024050
Initialization: 5.423000
Memcpy Classifiers: 0.264000
Memcpy Instances: 6.975000
Kernel 1: 0.023000
Kernel 2: 68.278000
Copyback: 0.018000
Sum: 0.022000
It 19,Best ac:0.004247 0.500000 fi:0.643301. Ave ac:0.012574,0.026282
Initialization: 5.435000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.004000
Kernel 1: 0.023000
Kernel 2: 66.893997
Copyback: 0.016000
Sum: 0.018000
It 20,Best ac:0.004247 0.750000 fi:0.421391. Ave ac:0.015048,0.025779
Initialization: 5.500000
Memcpy Classifiers: 0.264000
Memcpy Instances: 6.981000
Kernel 1: 0.024000
Kernel 2: 69.296997
Copyback: 0.017000
Sum: 0.021000
It 21,Best ac:0.003398 0.666667 fi:0.497691. Ave ac:0.011357,0.020486
Initialization: 5.487000
Memcpy Classifiers: 0.306000
Memcpy Instances: 7.043000
Kernel 1: 0.023000
Kernel 2: 69.250999
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.003398 0.666667 fi:0.495648. Ave ac:0.007339,0.013456
Initialization: 5.460000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.117000
Kernel 1: 0.023000
Kernel 2: 68.999001
Copyback: 0.017000
Sum: 0.020000
It 23,Best ac:0.002265 1.000000 fi:0.354874. Ave ac:0.007329,0.013353
Initialization: 5.488000
Memcpy Classifiers: 0.225000
Memcpy Instances: 7.028000
Kernel 1: 0.024000
Kernel 2: 70.422997
Copyback: 0.017000
Sum: 0.020000
It 24,Best ac:0.003681 0.684211 fi:0.460918. Ave ac:0.007059,0.015997
Initialization: 5.471000
Memcpy Classifiers: 0.245000
Memcpy Instances: 7.071000
Kernel 1: 0.024000
Kernel 2: 71.266998
Copyback: 0.017000
Sum: 0.023000
It 25,Best ac:0.001981 1.000000 fi:0.452418. Ave ac:0.007496,0.014252
Initialization: 5.465000
Memcpy Classifiers: 0.244000
Memcpy Instances: 7.035000
Kernel 1: 0.023000
Kernel 2: 70.832001
Copyback: 0.017000
Sum: 0.021000
It 26,Best ac:0.002831 0.625000 fi:0.558693. Ave ac:0.006440,0.013497
Initialization: 5.442000
Memcpy Classifiers: 0.226000
Memcpy Instances: 7.042000
Kernel 1: 0.023000
Kernel 2: 69.712997
Copyback: 0.017000
Sum: 0.022000
It 27,Best ac:0.005096 0.642857 fi:0.521021. Ave ac:0.008239,0.015807
Initialization: 5.438000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.078000
Kernel 1: 0.023000
Kernel 2: 68.559998
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.002830 0.833333 fi:0.362967. Ave ac:0.010975,0.018376
Initialization: 5.407000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.057000
Kernel 1: 0.023000
Kernel 2: 72.730003
Copyback: 0.371000
Sum: 0.022000
It 29,Best ac:0.003681 0.764706 fi:0.392377. Ave ac:0.008634,0.016294
Initialization: 5.375000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.038000
Kernel 1: 0.022000
Kernel 2: 67.875999
Copyback: 0.017000
Sum: 0.020000
It 30,Best ac:0.003681 0.722222 fi:0.437282. Ave ac:0.009454,0.018290
Initialization: 5.406000
Memcpy Classifiers: 0.321000
Memcpy Instances: 7.144000
Kernel 1: 0.023000
Kernel 2: 69.889999
Copyback: 0.017000
Sum: 0.020000
It 31,Best ac:0.005663 0.500000 fi:0.633795. Ave ac:0.009708,0.018753
Initialization: 5.377000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.093000
Kernel 1: 0.023000
Kernel 2: 69.935997
Copyback: 0.017000
Sum: 0.024000
It 32,Best ac:0.005096 0.500000 fi:0.646185. Ave ac:0.013970,0.024871
MDL Theory Length Weight: 4.1745208752 (10)
Initialization: 5.477000
Memcpy Classifiers: 0.301000
Memcpy Instances: 7.132000
Kernel 1: 0.022000
Kernel 2: 68.732002
Copyback: 0.017000
Sum: 0.019000
It 33,Best ac:0.003398 0.705882 fi:0.436159. Ave ac:0.014491,0.025976
Initialization: 31.597000
Memcpy Instances: 420.167999
Memcpy Classifiers: 0.062000
Kernel 1: 0.025000
Kernel 2: 646.971985
Copyback: 0.018000
Sum: 0.015000
Memcpy Classifiers: 0.058000
Kernel 1: 0.018000
Kernel 2: 655.557007
Copyback: 0.017000
Sum: 0.005000
Memcpy Classifiers: 0.061000
Kernel 1: 0.017000
Kernel 2: 636.263977
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.056000
Kernel 1: 0.013000
Kernel 2: 621.817017
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 636.867004
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 625.833008
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.055000
Kernel 1: 0.013000
Kernel 2: 641.575012
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.058000
Kernel 1: 0.015000
Kernel 2: 421.725006
Copyback: 0.015000
Sum: 0.002000
It 34,Best ac:0.003103 0.468777 fi:0.672130. Ave ac:0.014216,0.046369
Best acc 0.003103 0.468777
Initialization: 5.732000
Memcpy Classifiers: 0.541000
Memcpy Instances: 7.513000
Kernel 1: 0.025000
Kernel 2: 89.762001
Copyback: 0.016000
Sum: 0.046000
Initial population average accuracy1:0.005183 accuracy2:0.169707
Initialization: 5.420000
Memcpy Classifiers: 0.468000
Memcpy Instances: 6.976000
Kernel 1: 0.024000
Kernel 2: 92.382004
Copyback: 0.017000
Sum: 0.030000
It 0,Best ac:0.003398 0.400000 fi:0.699729. Ave ac:0.008779,0.011029
Initialization: 5.491000
Memcpy Classifiers: 0.433000
Memcpy Instances: 7.002000
Kernel 1: 0.023000
Kernel 2: 93.759003
Copyback: 0.017000
Sum: 0.029000
It 1,Best ac:0.004813 0.500000 fi:0.598912. Ave ac:0.010696,0.013088
Initialization: 5.504000
Memcpy Classifiers: 0.415000
Memcpy Instances: 6.980000
Kernel 1: 0.023000
Kernel 2: 89.040001
Copyback: 0.017000
Sum: 0.032000
It 2,Best ac:0.002831 0.500000 fi:0.629778. Ave ac:0.009738,0.012701
Initialization: 5.455000
Memcpy Classifiers: 0.468000
Memcpy Instances: 6.991000
Kernel 1: 0.024000
Kernel 2: 87.456001
Copyback: 0.018000
Sum: 0.030000
It 3,Best ac:0.005946 0.525000 fi:0.573258. Ave ac:0.007958,0.011776
Initialization: 5.476000
Memcpy Classifiers: 0.467000
Memcpy Instances: 7.033000
Kernel 1: 0.024000
Kernel 2: 87.304001
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.003965 0.583333 fi:0.516069. Ave ac:0.009301,0.013683
Initialization: 5.455000
Memcpy Classifiers: 0.451000
Memcpy Instances: 7.001000
Kernel 1: 0.024000
Kernel 2: 86.295998
Copyback: 0.018000
Sum: 0.031000
It 5,Best ac:0.003398 0.571429 fi:0.528300. Ave ac:0.011275,0.015734
Initialization: 5.447000
Memcpy Classifiers: 0.450000
Memcpy Instances: 7.564000
Kernel 1: 0.023000
Kernel 2: 84.324997
Copyback: 0.018000
Sum: 0.030000
It 6,Best ac:0.003114 0.611111 fi:0.488781. Ave ac:0.010897,0.013361
Initialization: 5.467000
Memcpy Classifiers: 0.401000
Memcpy Instances: 7.015000
Kernel 1: 0.024000
Kernel 2: 83.790001
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.003964 0.666667 fi:0.432735. Ave ac:0.009719,0.011081
Initialization: 5.419000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.969000
Kernel 1: 0.022000
Kernel 2: 85.705002
Copyback: 0.018000
Sum: 0.029000
It 8,Best ac:0.003398 0.631579 fi:0.468150. Ave ac:0.009504,0.010838
Initialization: 5.555000
Memcpy Classifiers: 0.419000
Memcpy Instances: 7.343000
Kernel 1: 0.021000
Kernel 2: 86.322998
Copyback: 0.018000
Sum: 0.031000
It 9,Best ac:0.003398 0.631579 fi:0.468150. Ave ac:0.009496,0.011205
Iteration 10:MDL fitness activated
Error 0.468150 TL 0.023715
MDL Theory Length Weight: 6.5803552042 (3)
Initialization: 5.532000
Memcpy Classifiers: 0.397000
Memcpy Instances: 6.977000
Kernel 1: 0.024000
Kernel 2: 85.860001
Copyback: 0.017000
Sum: 0.028000
It 10,Best ac:0.003398 0.571429 fi:0.607814. Ave ac:0.006937,0.009506
Initialization: 5.410000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.015000
Kernel 1: 0.023000
Kernel 2: 84.889999
Copyback: 0.017000
Sum: 0.031000
It 11,Best ac:0.003964 0.666667 fi:0.551320. Ave ac:0.009575,0.017047
Initialization: 5.436000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.116000
Kernel 1: 0.024000
Kernel 2: 85.160004
Copyback: 0.017000
Sum: 0.029000
It 12,Best ac:0.004247 0.681818 fi:0.533187. Ave ac:0.009315,0.018849
Initialization: 5.456000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.063000
Kernel 1: 0.023000
Kernel 2: 84.056000
Copyback: 0.017000
Sum: 0.026000
It 13,Best ac:0.004246 0.600000 fi:0.563564. Ave ac:0.007609,0.017785
Initialization: 5.625000
Memcpy Classifiers: 0.352000
Memcpy Instances: 6.998000
Kernel 1: 0.023000
Kernel 2: 79.843002
Copyback: 0.017000
Sum: 0.025000
It 14,Best ac:0.003964 0.700000 fi:0.534224. Ave ac:0.013814,0.027649
Initialization: 5.453000
Memcpy Classifiers: 0.306000
Memcpy Instances: 6.994000
Kernel 1: 0.023000
Kernel 2: 76.885002
Copyback: 0.017000
Sum: 0.021000
It 15,Best ac:0.003397 0.521739 fi:0.653094. Ave ac:0.011789,0.027899
Initialization: 5.606000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.022000
Kernel 1: 0.022000
Kernel 2: 76.814003
Copyback: 0.017000
Sum: 0.022000
It 16,Best ac:0.006229 0.550000 fi:0.606650. Ave ac:0.014092,0.026558
Initialization: 5.506000
Memcpy Classifiers: 0.264000
Memcpy Instances: 6.977000
Kernel 1: 0.023000
Kernel 2: 69.699997
Copyback: 0.017000
Sum: 0.025000
It 17,Best ac:0.002831 0.714286 fi:0.534077. Ave ac:0.022873,0.042171
Initialization: 5.460000
Memcpy Classifiers: 0.250000
Memcpy Instances: 6.991000
Kernel 1: 0.024000
Kernel 2: 69.661003
Copyback: 0.017000
Sum: 0.022000
It 18,Best ac:0.003964 0.700000 fi:0.471879. Ave ac:0.015746,0.035440
Initialization: 5.450000
Memcpy Classifiers: 0.226000
Memcpy Instances: 6.987000
Kernel 1: 0.023000
Kernel 2: 70.850998
Copyback: 0.017000
Sum: 0.019000
It 19,Best ac:0.003681 0.433333 fi:0.733392. Ave ac:0.014549,0.034281
Initialization: 5.409000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.026000
Kernel 1: 0.024000
Kernel 2: 71.424004
Copyback: 0.018000
Sum: 0.019000
It 20,Best ac:0.002265 0.888889 fi:0.455126. Ave ac:0.025547,0.041759
Initialization: 5.377000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.016000
Kernel 1: 0.023000
Kernel 2: 69.203003
Copyback: 0.017000
Sum: 0.022000
It 21,Best ac:0.003397 0.750000 fi:0.404862. Ave ac:0.022359,0.040318
Initialization: 5.889000
Memcpy Classifiers: 0.227000
Memcpy Instances: 7.048000
Kernel 1: 0.023000
Kernel 2: 65.782997
Copyback: 0.017000
Sum: 0.021000
It 22,Best ac:0.002548 0.818182 fi:0.473021. Ave ac:0.020633,0.040061
Initialization: 5.492000
Memcpy Classifiers: 0.188000
Memcpy Instances: 8.143000
Kernel 1: 0.022000
Kernel 2: 67.459000
Copyback: 0.016000
Sum: 0.020000
It 23,Best ac:0.002548 0.692308 fi:0.590494. Ave ac:0.018152,0.036815
Initialization: 5.434000
Memcpy Classifiers: 0.204000
Memcpy Instances: 7.082000
Kernel 1: 0.023000
Kernel 2: 71.288002
Copyback: 0.017000
Sum: 0.020000
It 24,Best ac:0.003398 0.705882 fi:0.466324. Ave ac:0.020580,0.041227
Initialization: 5.455000
Memcpy Classifiers: 0.228000
Memcpy Instances: 7.114000
Kernel 1: 0.023000
Kernel 2: 71.972000
Copyback: 0.017000
Sum: 0.021000
It 25,Best ac:0.002831 0.833333 fi:0.344898. Ave ac:0.020076,0.038770
Initialization: 5.507000
Memcpy Classifiers: 0.204000
Memcpy Instances: 6.980000
Kernel 1: 0.023000
Kernel 2: 69.611000
Copyback: 0.016000
Sum: 0.021000
It 26,Best ac:0.004813 0.708333 fi:0.445708. Ave ac:0.019142,0.036581
Initialization: 6.189000
Memcpy Classifiers: 0.247000
Memcpy Instances: 6.994000
Kernel 1: 0.023000
Kernel 2: 69.121002
Copyback: 0.016000
Sum: 0.020000
It 27,Best ac:0.004529 0.640000 fi:0.493715. Ave ac:0.020847,0.040185
Initialization: 5.944000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.015000
Kernel 1: 0.023000
Kernel 2: 67.608002
Copyback: 0.017000
Sum: 0.021000
It 28,Best ac:0.003398 0.666667 fi:0.531587. Ave ac:0.018254,0.039057
Initialization: 6.198000
Memcpy Classifiers: 0.247000
Memcpy Instances: 7.195000
Kernel 1: 0.023000
Kernel 2: 71.282997
Copyback: 0.017000
Sum: 0.021000
It 29,Best ac:0.002548 0.818182 fi:0.463024. Ave ac:0.013961,0.034266
Initialization: 5.965000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.020000
Kernel 1: 0.024000
Kernel 2: 69.373001
Copyback: 0.017000
Sum: 0.021000
It 30,Best ac:0.003681 0.650000 fi:0.504100. Ave ac:0.018622,0.037362
Initialization: 5.480000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.008000
Kernel 1: 0.023000
Kernel 2: 72.584000
Copyback: 0.017000
Sum: 0.020000
It 31,Best ac:0.005944 0.583333 fi:0.556997. Ave ac:0.020919,0.037770
Initialization: 5.480000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.018000
Kernel 1: 0.024000
Kernel 2: 67.975998
Copyback: 0.017000
Sum: 0.020000
It 32,Best ac:0.004813 0.629630 fi:0.527667. Ave ac:0.022537,0.040643
Initialization: 5.439000
Memcpy Classifiers: 0.205000
Memcpy Instances: 7.229000
Kernel 1: 0.023000
Kernel 2: 69.684998
Copyback: 0.017000
Sum: 0.020000
It 33,Best ac:0.005096 0.666667 fi:0.511595. Ave ac:0.023296,0.041300
Initialization: 31.889999
Memcpy Instances: 363.658997
Memcpy Classifiers: 0.072000
Kernel 1: 0.027000
Kernel 2: 576.731018
Copyback: 0.017000
Sum: 0.013000
Memcpy Classifiers: 0.064000
Kernel 1: 0.016000
Kernel 2: 555.458984
Copyback: 0.014000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 578.228027
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.013000
Kernel 2: 569.713013
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.068000
Kernel 1: 0.013000
Kernel 2: 556.867004
Copyback: 0.368000
Sum: 0.003000
Memcpy Classifiers: 0.071000
Kernel 1: 0.015000
Kernel 2: 580.786011
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.069000
Kernel 1: 0.013000
Kernel 2: 566.809998
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.063000
Kernel 1: 0.014000
Kernel 2: 388.255005
Copyback: 0.015000
Sum: 0.001000
It 34,Best ac:0.004615 0.451024 fi:0.690071. Ave ac:0.018218,0.058370
Best acc 0.004615 0.451024
Initialization: 5.469000
Memcpy Classifiers: 0.561000
Memcpy Instances: 6.976000
Kernel 1: 0.025000
Kernel 2: 86.445000
Copyback: 0.017000
Sum: 0.048000
Initial population average accuracy1:0.004324 accuracy2:0.184611
Initialization: 6.467000
Memcpy Classifiers: 0.512000
Memcpy Instances: 6.998000
Kernel 1: 0.022000
Kernel 2: 90.751999
Copyback: 0.017000
Sum: 0.033000
It 0,Best ac:0.002831 0.625000 fi:0.504778. Ave ac:0.008360,0.009562
Initialization: 5.564000
Memcpy Classifiers: 0.468000
Memcpy Instances: 7.141000
Kernel 1: 0.023000
Kernel 2: 91.755997
Copyback: 0.018000
Sum: 0.032000
It 1,Best ac:0.006231 0.511628 fi:0.586466. Ave ac:0.009412,0.010607
Initialization: 5.442000
Memcpy Classifiers: 0.449000
Memcpy Instances: 7.760000
Kernel 1: 0.023000
Kernel 2: 89.527000
Copyback: 0.017000
Sum: 0.030000
It 2,Best ac:0.002831 0.526316 fi:0.603462. Ave ac:0.010384,0.012444
Initialization: 5.484000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.011000
Kernel 1: 0.023000
Kernel 2: 85.277000
Copyback: 0.017000
Sum: 0.028000
It 3,Best ac:0.005663 0.500000 fi:0.598421. Ave ac:0.009357,0.011650
Initialization: 5.474000
Memcpy Classifiers: 0.398000
Memcpy Instances: 7.013000
Kernel 1: 0.023000
Kernel 2: 83.813004
Copyback: 0.017000
Sum: 0.029000
It 4,Best ac:0.003114 0.550000 fi:0.549892. Ave ac:0.009324,0.013367
Initialization: 5.488000
Memcpy Classifiers: 0.380000
Memcpy Instances: 7.004000
Kernel 1: 0.023000
Kernel 2: 85.443001
Copyback: 0.017000
Sum: 0.027000
It 5,Best ac:0.004813 0.629630 fi:0.469282. Ave ac:0.009033,0.010733
Initialization: 5.459000
Memcpy Classifiers: 0.415000
Memcpy Instances: 6.981000
Kernel 1: 0.024000
Kernel 2: 84.461998
Copyback: 0.017000
Sum: 0.027000
It 6,Best ac:0.002831 0.625000 fi:0.504778. Ave ac:0.009576,0.010260
Initialization: 5.555000
Memcpy Classifiers: 0.381000
Memcpy Instances: 7.016000
Kernel 1: 0.023000
Kernel 2: 83.370003
Copyback: 0.017000
Sum: 0.029000
It 7,Best ac:0.005096 0.580645 fi:0.518103. Ave ac:0.008661,0.008477
Initialization: 5.435000
Memcpy Classifiers: 0.415000
Memcpy Instances: 7.031000
Kernel 1: 0.022000
Kernel 2: 83.697998
Copyback: 0.017000
Sum: 0.026000
It 8,Best ac:0.003397 0.705882 fi:0.393850. Ave ac:0.007908,0.009800
Initialization: 5.418000
Memcpy Classifiers: 0.397000
Memcpy Instances: 7.052000
Kernel 1: 0.022000
Kernel 2: 83.834999
Copyback: 0.017000
Sum: 0.031000
It 9,Best ac:0.004530 0.666667 fi:0.432408. Ave ac:0.007559,0.008585
Iteration 10:MDL fitness activated
Error 0.432408 TL 0.034719
MDL Theory Length Weight: 4.1514791332 (2)
Initialization: 5.423000
Memcpy Classifiers: 0.539000
Memcpy Instances: 6.977000
Kernel 1: 0.022000
Kernel 2: 84.155998
Copyback: 0.017000
Sum: 0.027000
It 10,Best ac:0.003114 0.647059 fi:0.563813. Ave ac:0.005951,0.005869
Initialization: 5.533000
Memcpy Classifiers: 0.363000
Memcpy Instances: 7.069000
Kernel 1: 0.022000
Kernel 2: 80.761002
Copyback: 0.017000
Sum: 0.028000
It 11,Best ac:0.003964 0.736842 fi:0.481118. Ave ac:0.007379,0.008132
Initialization: 5.557000
Memcpy Classifiers: 0.352000
Memcpy Instances: 6.979000
Kernel 1: 0.023000
Kernel 2: 82.047997
Copyback: 0.018000
Sum: 0.040000
It 12,Best ac:0.005378 0.655172 fi:0.558186. Ave ac:0.008151,0.007610
Initialization: 5.564000
Memcpy Classifiers: 0.360000
Memcpy Instances: 7.035000
Kernel 1: 0.023000
Kernel 2: 80.258003
Copyback: 0.016000
Sum: 0.027000
It 13,Best ac:0.005946 0.656250 fi:0.533595. Ave ac:0.006349,0.007829
Initialization: 5.769000
Memcpy Classifiers: 0.361000
Memcpy Instances: 7.337000
Kernel 1: 0.023000
Kernel 2: 80.519997
Copyback: 0.017000
Sum: 0.029000
It 14,Best ac:0.002831 0.769231 fi:0.479286. Ave ac:0.007516,0.007562
Initialization: 5.464000
Memcpy Classifiers: 0.351000
Memcpy Instances: 7.013000
Kernel 1: 0.024000
Kernel 2: 82.992996
Copyback: 0.017000
Sum: 0.028000
It 15,Best ac:0.003681 0.565217 fi:0.636136. Ave ac:0.006788,0.006567
Initialization: 5.531000
Memcpy Classifiers: 0.362000
Memcpy Instances: 7.237000
Kernel 1: 0.023000
Kernel 2: 79.380997
Copyback: 0.024000
Sum: 0.039000
It 16,Best ac:0.002831 0.666667 fi:0.553654. Ave ac:0.006755,0.007641
Initialization: 5.442000
Memcpy Classifiers: 0.351000
Memcpy Instances: 6.987000
Kernel 1: 0.024000
Kernel 2: 79.956001
Copyback: 0.017000
Sum: 0.033000
It 17,Best ac:0.001416 1.000000 fi:0.655392. Ave ac:0.006639,0.007006
Initialization: 5.432000
Memcpy Classifiers: 0.340000
Memcpy Instances: 7.049000
Kernel 1: 0.022000
Kernel 2: 78.224998
Copyback: 0.017000
Sum: 0.035000
It 18,Best ac:0.005096 0.666667 fi:0.571690. Ave ac:0.010772,0.010747
Initialization: 5.509000
Memcpy Classifiers: 0.339000
Memcpy Instances: 7.010000
Kernel 1: 0.023000
Kernel 2: 78.473000
Copyback: 0.017000
Sum: 0.031000
It 19,Best ac:0.003398 0.705882 fi:0.496367. Ave ac:0.008616,0.009576
Initialization: 5.371000
Memcpy Classifiers: 0.320000
Memcpy Instances: 6.989000
Kernel 1: 0.024000
Kernel 2: 79.462997
Copyback: 0.017000
Sum: 0.034000
It 20,Best ac:0.003115 0.687500 fi:0.479510. Ave ac:0.008644,0.008594
Initialization: 5.432000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.022000
Kernel 1: 0.023000
Kernel 2: 77.747002
Copyback: 0.017000
Sum: 0.036000
It 21,Best ac:0.003398 0.705882 fi:0.478858. Ave ac:0.008559,0.009249
Initialization: 5.483000
Memcpy Classifiers: 0.303000
Memcpy Instances: 7.470000
Kernel 1: 0.023000
Kernel 2: 76.956001
Copyback: 0.017000
Sum: 0.030000
It 22,Best ac:0.002831 0.833333 fi:0.384282. Ave ac:0.006792,0.006473
Initialization: 5.954000
Memcpy Classifiers: 0.340000
Memcpy Instances: 6.993000
Kernel 1: 0.024000
Kernel 2: 75.684998
Copyback: 0.017000
Sum: 0.032000
It 23,Best ac:0.003681 0.650000 fi:0.535441. Ave ac:0.006472,0.007208
Initialization: 5.431000
Memcpy Classifiers: 0.320000
Memcpy Instances: 7.033000
Kernel 1: 0.023000
Kernel 2: 75.192001
Copyback: 0.017000
Sum: 0.034000
It 24,Best ac:0.001982 1.000000 fi:0.462288. Ave ac:0.006610,0.007031
Initialization: 5.440000
Memcpy Classifiers: 0.363000
Memcpy Instances: 6.984000
Kernel 1: 0.023000
Kernel 2: 72.999001
Copyback: 0.018000
Sum: 0.032000
It 25,Best ac:0.003681 0.650000 fi:0.487903. Ave ac:0.005420,0.006390
Initialization: 6.581000
Memcpy Classifiers: 0.265000
Memcpy Instances: 6.991000
Kernel 1: 0.024000
Kernel 2: 76.227997
Copyback: 0.017000
Sum: 0.031000
It 26,Best ac:0.003114 0.733333 fi:0.432259. Ave ac:0.008248,0.007353
Initialization: 5.461000
Memcpy Classifiers: 0.263000
Memcpy Instances: 7.036000
Kernel 1: 0.023000
Kernel 2: 74.646004
Copyback: 0.017000
Sum: 0.029000
It 27,Best ac:0.003114 0.687500 fi:0.460791. Ave ac:0.006004,0.007881
Initialization: 5.635000
Memcpy Classifiers: 0.277000
Memcpy Instances: 8.139000
Kernel 1: 0.022000
Kernel 2: 75.376999
Copyback: 0.017000
Sum: 0.029000
It 28,Best ac:0.003963 0.583333 fi:0.568737. Ave ac:0.006119,0.007224
Initialization: 5.472000
Memcpy Classifiers: 0.264000
Memcpy Instances: 6.978000
Kernel 1: 0.024000
Kernel 2: 74.272003
Copyback: 0.017000
Sum: 0.026000
It 29,Best ac:0.002830 0.714286 fi:0.468757. Ave ac:0.007532,0.011883
Initialization: 5.413000
Memcpy Classifiers: 0.246000
Memcpy Instances: 7.003000
Kernel 1: 0.023000
Kernel 2: 74.732002
Copyback: 0.018000
Sum: 0.029000
It 30,Best ac:0.003114 0.785714 fi:0.376204. Ave ac:0.007731,0.010800
Initialization: 5.593000
Memcpy Classifiers: 0.264000
Memcpy Instances: 7.035000
Kernel 1: 0.023000
Kernel 2: 74.171997
Copyback: 0.017000
Sum: 0.024000
It 31,Best ac:0.002830 0.625000 fi:0.555072. Ave ac:0.006126,0.008632
Initialization: 6.649000
Memcpy Classifiers: 0.265000
Memcpy Instances: 7.055000
Kernel 1: 0.023000
Kernel 2: 74.630997
Copyback: 0.017000
Sum: 0.027000
It 32,Best ac:0.003681 0.764706 fi:0.428744. Ave ac:0.006860,0.009414
Initialization: 5.394000
Memcpy Classifiers: 0.379000
Memcpy Instances: 7.011000
Kernel 1: 0.023000
Kernel 2: 73.752998
Copyback: 0.017000
Sum: 0.025000
It 33,Best ac:0.002830 0.833333 fi:0.388377. Ave ac:0.008310,0.013377
Initialization: 31.605000
Memcpy Instances: 349.437012
Memcpy Classifiers: 0.078000
Kernel 1: 0.022000
Kernel 2: 619.645020
Copyback: 0.014000
Sum: 0.017000
Memcpy Classifiers: 0.077000
Kernel 1: 0.014000
Kernel 2: 627.984009
Copyback: 0.015000
Sum: 0.003000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 627.575989
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 623.518982
Copyback: 0.014000
Sum: 0.001000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 623.968018
Copyback: 0.015000
Sum: 0.001000
Memcpy Classifiers: 0.076000
Kernel 1: 0.013000
Kernel 2: 627.942017
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.075000
Kernel 1: 0.013000
Kernel 2: 618.710022
Copyback: 0.015000
Sum: 0.002000
Memcpy Classifiers: 0.073000
Kernel 1: 0.014000
Kernel 2: 419.141998
Copyback: 0.014000
Sum: 0.001000
It 34,Best ac:0.003029 0.474712 fi:0.663568. Ave ac:0.006284,0.018621
Best acc 0.003029 0.474712
Phenotype: 
0:Att PSSM_-2_6 is [-6.993809,1.505555]|Att PSSM_-1_7 is [<-3.564786]|Att PSSM_0_2 is [<-3.472846]|Att PSSM_0_7 is [<-2.310560]|Att PSSM_0_20 is [>-3.613595]|Att PSSM_1_15 is [<-4.372226]|Att PSSM_3_2 is [<-2.848975]|Att PSSM_4_2 is [<-1.170731]|1
1:Att PSSM_-2_20 is [-0.943672,6.812898]|Att PSSM_-1_7 is [<-0.670311]|Att PSSM_-1_10 is [-2.183729,5.309078]|Att PSSM_0_6 is [<-2.533223]|Att PSSM_0_7 is [<-2.805923]|Att PSSM_0_12 is [<-3.845100]|Att PSSM_0_19 is [-6.509689,4.706979]|Att PSSM_1_4 is [<5.544358]|Att PSSM_1_12 is [<-3.241512]|Att PSSM_2_12 is [<4.727071]|1
2:Att PSSM_-4_17 is [<2.143785]|Att PSSM_-2_4 is [<-3.794344]|Att PSSM_-2_12 is [<7.268365]|Att PSSM_-1_12 is [<-3.457057]|Att PSSM_0_12 is [-6.299874,-3.056620]|Att PSSM_1_1 is [-2.383204,6.383204]|Att PSSM_1_12 is [<-2.857208]|Att PSSM_4_19 is [>-6.496332]|1
3:Att PSSM_-1_7 is [<-1.946751]|Att PSSM_0_12 is [<-3.114682]|Att PSSM_1_4 is [-7.997707,-2.014065]|Att PSSM_1_12 is [<1.862090]|Att PSSM_1_13 is [-1.539198,9.148758]|Att PSSM_3_7 is [<-2.140236]|Att PSSM_4_7 is [>-5.416092]|Att PSSM_4_12 is [<-1.109342]|1
4:Att PSSM_-2_7 is [-6.802121,-1.277170]|Att PSSM_-1_12 is [<-1.463608]|Att PSSM_0_5 is [-2.542477,10.542477]|Att PSSM_0_7 is [-6.613384,-3.091900]|Att PSSM_0_12 is [-6.021914,-3.324500]|Att PSSM_1_7 is [-6.987730,2.113881]|Att PSSM_1_12 is [<-0.480269]|Att PSSM_2_6 is [<1.867857]|Att PSSM_3_6 is [<0.719522]|Att PSSM_4_7 is [>-5.817456]|1
5:Att PSSM_-3_3 is [-5.824381,5.824381]|Att PSSM_-2_20 is [<5.714556]|Att PSSM_0_10 is [>-3.671064]|Att PSSM_0_12 is [-6.848438,-2.972482]|Att PSSM_1_2 is [<-3.108797]|Att PSSM_2_12 is [<-2.898600]|Att PSSM_3_7 is [<-2.703412]|Att PSSM_4_12 is [<-1.856689]|1
6:Att PSSM_-4_7 is [-6.956327,0.533524]|Att PSSM_-2_11 is [-4.567554,2.567553]|Att PSSM_-1_12 is [-5.740829,0.493560]|Att PSSM_-1_13 is [-6.753075,4.753075]|Att PSSM_0_4 is [<-2.858092]|Att PSSM_0_5 is [-0.576255,7.468688]|Att PSSM_0_12 is [<-2.752102]|Att PSSM_0_16 is [<4.717544]|Att PSSM_1_4 is [<-1.990159]|Att PSSM_1_6 is [<0.373536]|Att PSSM_1_7 is [<6.004083]|Att PSSM_1_15 is [<2.407378]|Att PSSM_3_2 is [-6.366996,2.979292]|Att PSSM_3_4 is [<1.537720]|Att PSSM_3_15 is [<7.370265]|Att PSSM_4_2 is [-6.898832,0.280306]|1
7:Att PSSM_-4_19 is [<3.137345]|Att PSSM_-3_4 is [-7.977439,-0.022561]|Att PSSM_-3_7 is [<3.130180]|Att PSSM_-1_16 is [<5.437704]|Att PSSM_0_10 is [>0.034883]|Att PSSM_0_12 is [<-4.373544]|Att PSSM_0_13 is [0.181680,10.399269]|Att PSSM_0_14 is [<7.116556]|Att PSSM_0_18 is [<9.366520]|Att PSSM_1_12 is [-6.095246,6.195088]|Att PSSM_1_15 is [-5.746477,0.967341]|Att PSSM_3_12 is [<2.584967]|Att PSSM_4_2 is [-6.458924,2.458924]|Att PSSM_4_3 is [<1.188187]|Att PSSM_4_7 is [-6.372828,-0.219028]|Att PSSM_4_9 is [<3.059496]|1
8:Att PSSM_-4_6 is [-6.578427,2.578427]|Att PSSM_-3_6 is [<3.283806]|Att PSSM_0_2 is [-6.596442,-4.884029]|Att PSSM_0_4 is [-7.279583,-4.907877]|Att PSSM_0_15 is [<4.490273]|Att PSSM_1_3 is [-6.049762,-1.950238]|Att PSSM_3_12 is [-5.207842,-1.949602]|Att PSSM_4_7 is [-5.456444,-0.543556]|Att PSSM_4_17 is [<2.871838]|1
9:Att PSSM_-3_2 is [-6.096971,-0.461065]|Att PSSM_-3_11 is [-3.791910,5.331144]|Att PSSM_-1_3 is [<4.044098]|Att PSSM_-1_14 is [-3.050184,5.050184]|Att PSSM_0_2 is [<-3.116615]|Att PSSM_0_9 is [<-2.382406]|Att PSSM_0_12 is [<-3.375778]|Att PSSM_1_7 is [-6.441652,-1.558348]|Att PSSM_2_7 is [-6.904007,4.173131]|Att PSSM_2_11 is [>-6.879053]|Att PSSM_4_6 is [<-0.350155]|1
10:Att PSSM_0_1 is [3.147644,6.575245]|Att PSSM_0_7 is [<-3.000243]|Att PSSM_0_20 is [>-4.106295]|Att PSSM_2_1 is [>-2.474649]|Att PSSM_2_5 is [<4.549150]|Att PSSM_2_16 is [>-4.140807]|1
11:Att PSSM_-4_7 is [-6.851160,2.485603]|Att PSSM_-3_12 is [<-2.384068]|Att PSSM_-2_7 is [-6.899906,0.899906]|Att PSSM_-1_3 is [-6.108807,-0.641482]|Att PSSM_-1_12 is [<-1.799877]|Att PSSM_0_1 is [>-0.370847]|Att PSSM_0_3 is [<-1.214532]|Att PSSM_0_6 is [<-2.874277]|Att PSSM_0_15 is [<4.522263]|Att PSSM_1_6 is [<5.528544]|Att PSSM_2_1 is [>-4.275572]|Att PSSM_4_2 is [-6.938705,1.458721]|1
12:Att PSSM_-2_12 is [<-3.207167]|Att PSSM_-1_7 is [-5.789275,-0.563838]|Att PSSM_0_12 is [<-3.993928]|Att PSSM_1_4 is [<-0.786725]|Att PSSM_1_15 is [-4.486843,6.574896]|1
13:Att PSSM_-3_12 is [<0.999774]|Att PSSM_-1_6 is [<8.296559]|Att PSSM_0_9 is [-6.824593,-4.851498]|Att PSSM_2_15 is [<2.735883]|Att PSSM_3_1 is [>-1.090308]|Att PSSM_3_15 is [-6.434724,-2.305872]|Att PSSM_3_20 is [-2.914362,5.375001]|Att PSSM_4_7 is [<-0.638891]|Att PSSM_4_9 is [-6.447403,10.423333]|1
14:Att PSSM_-4_4 is [-5.365704,1.275548]|Att PSSM_-3_7 is [-6.404293,-1.758664]|Att PSSM_-2_12 is [<0.233997]|Att PSSM_-1_4 is [<-2.673233]|Att PSSM_0_12 is [-6.143687,-3.135187]|Att PSSM_4_6 is [-6.424935,-1.114294]|1
15:Att PSSM_-1_7 is [-6.212506,-1.787494]|Att PSSM_0_12 is [<-3.995642]|Att PSSM_0_16 is [>-5.946608]|Att PSSM_1_15 is [-5.373838,-3.165890]|Att PSSM_2_18 is [<12.453866]|Att PSSM_3_12 is [<-1.139900]|Att PSSM_4_4 is [-6.652961,-0.275684]|1
16:Att PSSM_-4_12 is [<-0.134376]|Att PSSM_-3_4 is [<-2.199338]|Att PSSM_-2_1 is [-2.377059,3.290636]|Att PSSM_-2_2 is [-6.645047,5.824138]|Att PSSM_0_2 is [-5.896227,-3.767976]|Att PSSM_0_8 is [<3.643539]|Att PSSM_0_15 is [<-0.140025]|Att PSSM_1_5 is [-2.740569,7.702650]|Att PSSM_1_15 is [-6.706526,0.227617]|1
17:Att PSSM_0_6 is [<-3.634811]|Att PSSM_0_10 is [>-1.181249]|Att PSSM_2_5 is [-0.189237,4.158358]|Att PSSM_2_12 is [<-0.698219]|1
18:Att PSSM_-3_7 is [<-1.974498]|Att PSSM_-1_12 is [<-2.454007]|Att PSSM_0_7 is [-6.063445,-3.948642]|Att PSSM_2_11 is [>-5.810452]|Att PSSM_3_19 is [-6.430917,7.559615]|Att PSSM_4_2 is [<-0.373930]|Att PSSM_4_14 is [-3.156520,3.156520]|1
19:Att PSSM_-3_7 is [<1.314871]|Att PSSM_-3_12 is [-6.593592,-0.971160]|Att PSSM_-2_7 is [<2.588014]|Att PSSM_-1_5 is [-1.345885,11.128761]|Att PSSM_-1_12 is [<-1.643149]|Att PSSM_0_12 is [-6.762617,-2.552119]|Att PSSM_2_12 is [-4.904232,-2.368580]|1
20:Att PSSM_-1_5 is [>-4.353682]|Att PSSM_-1_7 is [<-0.081570]|Att PSSM_0_7 is [<-3.549696]|Att PSSM_1_11 is [>-2.702541]|Att PSSM_1_12 is [<-1.524739]|Att PSSM_2_2 is [<-2.140576]|1
21:Att PSSM_-3_7 is [<-1.140040]|Att PSSM_-2_12 is [<-1.689536]|Att PSSM_-2_15 is [<6.158116]|Att PSSM_-1_12 is [-6.944560,-1.055440]|Att PSSM_0_7 is [-5.908049,-1.902737]|Att PSSM_0_12 is [-6.117091,-1.882909]|Att PSSM_1_7 is [-5.830118,-0.169882]|Att PSSM_3_7 is [<-2.170529]|Att PSSM_3_15 is [<3.986797]|Att PSSM_4_9 is [<6.349760]|Att PSSM_4_12 is [-6.162054,-0.196472]|1
22:Att PSSM_-1_10 is [-3.458589,3.927265]|Att PSSM_0_12 is [<-3.902706]|Att PSSM_1_19 is [-1.003180,7.890718]|Att PSSM_4_12 is [-4.481977,-1.417971]|1
23:Att PSSM_-4_6 is [-4.750602,-1.027736]|Att PSSM_-3_10 is [-5.556902,5.227963]|Att PSSM_-3_12 is [-6.719275,-1.175537]|Att PSSM_-2_15 is [<3.842674]|Att PSSM_-1_11 is [<5.626947]|Att PSSM_-1_12 is [-6.612706,-1.100241]|Att PSSM_0_12 is [<-2.135756]|Att PSSM_0_15 is [<5.019679]|Att PSSM_1_12 is [<-1.104737]|Att PSSM_3_18 is [-4.192186,10.192186]|1
24:Att PSSM_-4_3 is [>-4.800899]|Att PSSM_0_2 is [<-3.975401]|Att PSSM_0_7 is [<-1.154716]|Att PSSM_0_10 is [-1.419057,6.262582]|Att PSSM_0_17 is [-2.429174,4.418998]|Att PSSM_1_11 is [-5.370849,3.245885]|Att PSSM_1_15 is [-6.545737,3.727152]|Att PSSM_2_14 is [<2.678125]|Att PSSM_2_15 is [<-0.864578]|Att PSSM_3_17 is [<3.375636]|Att PSSM_4_6 is [-3.194317,-0.187695]|1
25:Att PSSM_-4_12 is [>-5.749829]|Att PSSM_-2_17 is [<5.808234]|Att PSSM_0_1 is [>1.871752]|Att PSSM_0_2 is [<-1.332202]|Att PSSM_0_7 is [-4.994999,-2.071146]|Att PSSM_0_8 is [-3.913765,2.068646]|Att PSSM_0_9 is [<10.028644]|Att PSSM_0_15 is [<0.842456]|Att PSSM_1_11 is [>-2.377745]|Att PSSM_4_7 is [-5.845524,-0.056787]|1
26:Att PSSM_-2_7 is [<-1.222936]|Att PSSM_-1_5 is [>-2.669683]|Att PSSM_0_7 is [<-2.117594]|Att PSSM_0_16 is [<1.538576]|Att PSSM_0_20 is [>-3.066299]|Att PSSM_1_4 is [-7.350075,-2.721277]|Att PSSM_3_3 is [<3.457612]|1
27:Att PSSM_-3_7 is [<-0.961441]|Att PSSM_-3_17 is [-2.078251,1.537894]|Att PSSM_-1_10 is [-6.383553,5.161578]|Att PSSM_-1_12 is [<1.971612]|Att PSSM_0_4 is [-7.243958,-4.881845]|Att PSSM_1_10 is [-1.816702,7.054015]|Att PSSM_1_15 is [<-0.781655]|Att PSSM_4_5 is [<4.459955]|1
28:Att PSSM_-1_10 is [>-4.462022]|Att PSSM_0_11 is [-0.442710,2.014677]|Att PSSM_0_12 is [<-4.885930]|1
29:Att PSSM_-4_7 is [<1.228062]|Att PSSM_-4_17 is [-5.054203,3.054203]|Att PSSM_-3_3 is [-5.509134,-0.490866]|Att PSSM_-1_14 is [-3.877902,5.577004]|Att PSSM_-1_15 is [<0.941438]|Att PSSM_-1_17 is [-4.870311,5.986636]|Att PSSM_0_2 is [<-0.421904]|Att PSSM_0_4 is [<-2.395389]|Att PSSM_0_12 is [<-2.695840]|Att PSSM_0_15 is [-6.583300,0.583300]|Att PSSM_1_5 is [>-5.382622]|Att PSSM_3_12 is [<-1.743196]|Att PSSM_4_7 is [<2.377110]|Att PSSM_4_12 is [-6.533013,-0.676388]|1
30:Att PSSM_-3_4 is [<3.215828]|Att PSSM_-3_6 is [-6.186149,6.149276]|Att PSSM_-3_7 is [-6.780590,-0.619601]|Att PSSM_-3_12 is [-5.573687,3.573687]|Att PSSM_0_4 is [-6.955503,-1.044497]|Att PSSM_0_7 is [-5.830855,-2.357797]|Att PSSM_0_12 is [<-2.348404]|Att PSSM_1_12 is [-4.815207,-1.183469]|Att PSSM_2_7 is [<3.937928]|Att PSSM_3_2 is [>-5.418973]|Att PSSM_3_6 is [<-1.665889]|1
31:Att PSSM_-4_7 is [>-5.842104]|Att PSSM_-3_4 is [-7.382340,-0.617660]|Att PSSM_-2_7 is [<5.213713]|Att PSSM_-1_3 is [<-0.140383]|Att PSSM_0_4 is [<-1.603559]|Att PSSM_0_12 is [-6.670717,-2.512830]|Att PSSM_1_14 is [-2.547873,5.850197]|Att PSSM_4_6 is [-5.184086,-0.815914]|Att PSSM_4_12 is [-6.489221,7.458343]|1
32:Att PSSM_-4_12 is [<-0.184979]|Att PSSM_-3_3 is [<7.766162]|Att PSSM_0_12 is [<-2.811668]|Att PSSM_1_10 is [-3.091475,6.086179]|Att PSSM_1_14 is [-3.346880,6.264649]|Att PSSM_2_3 is [<1.315309]|Att PSSM_2_7 is [<-0.538584]|Att PSSM_3_12 is [-4.500932,-2.513996]|1
33:Att PSSM_0_12 is [<-3.779754]|Att PSSM_0_20 is [<6.071748]|Att PSSM_1_18 is [>0.988372]|1
34:Att PSSM_0_1 is [>3.125507]|Att PSSM_0_7 is [-5.439567,-2.603864]|Att PSSM_2_1 is [-3.350726,4.127350]|1
35:Att PSSM_0_5 is [-2.261111,6.797959]|Att PSSM_0_12 is [<-3.209339]|Att PSSM_4_12 is [-6.514519,-0.762750]|Att PSSM_4_14 is [-3.789618,8.491885]|1
36:Att PSSM_-3_12 is [-4.906512,-1.093488]|Att PSSM_-3_17 is [-3.083486,5.447481]|Att PSSM_-1_12 is [-4.296508,-2.774996]|Att PSSM_0_2 is [-6.267517,-1.732483]|Att PSSM_0_4 is [<-1.342074]|Att PSSM_1_12 is [-6.609511,-1.390489]|Att PSSM_1_16 is [<5.842742]|Att PSSM_4_12 is [<0.280559]|1
37:Att PSSM_-3_14 is [<3.552864]|Att PSSM_0_5 is [-0.946075,8.946075]|Att PSSM_0_7 is [-5.425344,-1.924765]|Att PSSM_0_12 is [-6.770264,-1.229736]|Att PSSM_1_5 is [>-1.732747]|Att PSSM_3_16 is [-3.859488,5.859488]|1
38:Att PSSM_-2_12 is [<-2.496854]|Att PSSM_-1_3 is [<7.530187]|Att PSSM_-1_4 is [-5.446786,-1.766065]|Att PSSM_-1_8 is [>-5.683043]|Att PSSM_-1_13 is [>-2.349587]|Att PSSM_0_12 is [<-2.709033]|Att PSSM_2_12 is [-4.030700,-1.198304]|1
39:Att PSSM_0_4 is [<-2.630889]|Att PSSM_0_11 is [-5.020357,6.840709]|Att PSSM_0_12 is [-6.109052,-1.890948]|Att PSSM_1_15 is [-6.571014,-1.499048]|Att PSSM_1_20 is [-1.374505,4.586235]|Att PSSM_3_15 is [-6.257614,-0.921503]|Att PSSM_3_16 is [-3.060477,6.687082]|Att PSSM_3_20 is [-2.266265,6.228319]|Att PSSM_4_7 is [<-1.453126]|1
40:Default rule -> 0


Train accuracy : 0.788218
Train error : 0.211782
Train not classified : 0.000000
Train For each class:
0: accuracy : 145498
0: error : 18582
0: not classified : 0
1: accuracy : 39448
1: error : 31110
1: not classified : 0
Train Confusion Matrix. Row real class, Column predicted class
0	1	
145498	18582	
31110	39448	
Performance of each classifier:
Classifier 0: 1299/1407=92.324094%
Classifier 1: 1333/1480=90.067568%
Classifier 2: 1625/1909=85.123101%
Classifier 3: 1357/1619=83.817171%
Classifier 4: 1434/1690=84.852071%
Classifier 5: 1476/1855=79.568733%
Classifier 6: 1081/1332=81.156156%
Classifier 7: 1112/1415=78.586572%
Classifier 8: 1028/1372=74.927114%
Classifier 9: 1004/1322=75.945537%
Classifier 10: 1133/1485=76.296296%
Classifier 11: 1082/1404=77.065527%
Classifier 12: 1159/1608=72.077114%
Classifier 13: 1174/1620=72.469136%
Classifier 14: 925/1308=70.718654%
Classifier 15: 1167/1722=67.770035%
Classifier 16: 1156/1710=67.602339%
Classifier 17: 1088/1639=66.381940%
Classifier 18: 832/1258=66.136725%
Classifier 19: 941/1361=69.140338%
Classifier 20: 873/1253=69.672785%
Classifier 21: 806/1167=69.065981%
Classifier 22: 957/1541=62.102531%
Classifier 23: 927/1416=65.466102%
Classifier 24: 1056/1774=59.526494%
Classifier 25: 732/1060=69.056604%
Classifier 26: 983/1639=59.975595%
Classifier 27: 676/1160=58.275862%
Classifier 28: 674/1201=56.119900%
Classifier 29: 858/1428=60.084034%
Classifier 30: 1060/1834=57.797165%
Classifier 31: 1024/1916=53.444676%
Classifier 32: 665/1226=54.241436%
Classifier 33: 645/1251=51.558753%
Classifier 34: 647/1194=54.187605%
Classifier 35: 592/1172=50.511945%
Classifier 36: 701/1280=54.765625%
Classifier 37: 834/1557=53.564547%
Classifier 38: 558/1003=55.633101%
Classifier 39: 774/1442=53.675451%
Classifier 40: 145498/176608=82.384716%
Test accuracy : 0.787322
Test error : 0.212678
Test not classified : 0.000000
Test For each class:
0: accuracy : 14427
0: error : 1952
0: not classified : 0
1: accuracy : 3620
1: error : 2923
1: not classified : 0
Test Confusion Matrix. Row real class, Column predicted class
0	1	
14427	1952	
2923	3620	
Performance of each classifier:
Classifier 0: 185/209=88.516746%
Classifier 1: 147/168=87.500000%
Classifier 2: 172/207=83.091787%
Classifier 3: 134/162=82.716049%
Classifier 4: 144/174=82.758621%
Classifier 5: 114/153=74.509804%
Classifier 6: 75/97=77.319588%
Classifier 7: 110/144=76.388889%
Classifier 8: 108/150=72.000000%
Classifier 9: 80/115=69.565217%
Classifier 10: 132/180=73.333333%
Classifier 11: 74/102=72.549020%
Classifier 12: 105/149=70.469799%
Classifier 13: 110/158=69.620253%
Classifier 14: 80/126=63.492063%
Classifier 15: 115/191=60.209424%
Classifier 16: 88/138=63.768116%
Classifier 17: 94/146=64.383562%
Classifier 18: 83/120=69.166667%
Classifier 19: 77/120=64.166667%
Classifier 20: 77/109=70.642202%
Classifier 21: 53/90=58.888889%
Classifier 22: 114/177=64.406780%
Classifier 23: 71/120=59.166667%
Classifier 24: 96/151=63.576159%
Classifier 25: 47/86=54.651163%
Classifier 26: 73/140=52.142857%
Classifier 27: 66/107=61.682243%
Classifier 28: 65/115=56.521739%
Classifier 29: 64/109=58.715596%
Classifier 30: 70/164=42.682927%
Classifier 31: 91/185=49.189189%
Classifier 32: 58/104=55.769231%
Classifier 33: 77/137=56.204380%
Classifier 34: 58/113=51.327434%
Classifier 35: 61/127=48.031496%
Classifier 36: 47/105=44.761905%
Classifier 37: 81/170=47.647059%
Classifier 38: 51/107=47.663551%
Classifier 39: 73/147=49.659864%
Classifier 40: 14427/17350=83.152738%
Total time: 1087.43 1108.05