=== Run information === Evaluator: weka.attributeSelection.ReliefFAttributeEval -M -1 -D 1 -K 10 -A 2 Search: weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1 Relation: wekaOutput-Random Instances: 600 Attributes: 217 [list of attributes omitted] Evaluation mode: 10-fold cross-validation === Attribute selection 10 fold cross-validation (stratified), seed: 1 === average merit average rank attribute 0.13 +- 0.013 1.3 +- 0.9 142 float_valuePool_3__lowerBound 0.111 +- 0.007 2.6 +- 0.66 135 float_valuePool_0__upperBound 0.105 +- 0.005 2.7 +- 0.9 125 double_valuePool_5__upperBound 0.101 +- 0.007 3.5 +- 0.92 119 double_valuePool_3__upperBound 0.088 +- 0.004 5.4 +- 0.49 141 float_valuePool_2__upperBound 0.086 +- 0.006 5.5 +- 0.67 120 double_valuePool_4__lowerBound 0.069 +- 0.006 7.5 +- 0.67 50 avaj_util_Random_nextInt_3_result_int_valuePoolActivityBitSet 0.064 +- 0.003 8.7 +- 1.73 148 float_valuePool_5__lowerBound 0.063 +- 0.006 10.1 +- 2.39 153 float_valuePool_6__upperBound 0.059 +- 0.003 11.3 +- 2.69 85 byte_valuePool_0__upperBound 0.056 +- 0.004 13.6 +- 3.77 103 byte_valuePool_6__upperBound 0.057 +- 0.006 13.6 +- 3.8 52 avaj_util_Random_nextLong_8_receiver_avaj_util_Random_valuePoolActivityBitSet 0.056 +- 0.002 14.3 +- 3.03 171 int_valuePool_4__numberOfValues 0.055 +- 0.005 15.5 +- 5.14 42 avaj_util_Random_nextInt_2_result_int_valuePoolActivityBitSet 0.054 +- 0.004 17 +- 3.38 34 avaj_util_Random_nextGaussian_7_receiver_avaj_util_Random_valuePoolActivityBitSet 0.053 +- 0.003 17.3 +- 3.8 7 avaj_util_Random_avaj_util_Random_11_param_0__long_valuePoolActivityBitSet 0.053 +- 0.004 18 +- 4.29 37 avaj_util_Random_nextGaussian_7_result_double_valuePoolActivityBitSet 0.052 +- 0.005 18.5 +- 4.74 55 avaj_util_Random_nextLong_8_result_long_valuePoolActivityBitSet 0.053 +- 0.007 19.2 +- 9.22 117 double_valuePool_3__lowerBound 0.052 +- 0.004 19.2 +- 3.99 64 avaj_util_Random_setSeed_9_result_void_valuePoolActivityBitSet 0.051 +- 0.004 20.5 +- 4.65 29 avaj_util_Random_nextFloat_6_receiver_avaj_util_Random_valuePoolActivityBitSet 0.05 +- 0.004 21.1 +- 5.05 144 float_valuePool_3__upperBound 0.049 +- 0.003 22.3 +- 2.97 68 avaj_util_Random_valuePool_3__numberOfValues 0.047 +- 0.002 25 +- 3.19 13 avaj_util_Random_nextBoolean_4_result_boolean_valuePoolActivityBitSet 0.047 +- 0.003 25 +- 4 77 boolean_valuePool_3__chanceOfTrue 0.047 +- 0.007 26.4 +- 9.45 131 double_valuePool_7__upperBound 0.044 +- 0.002 29.5 +- 3.44 70 avaj_util_Random_valuePool_5__numberOfValues 0.045 +- 0.008 30.2 +-12.42 133 float_valuePool_0__lowerBound 0.044 +- 0.002 30.3 +- 1.79 172 int_valuePool_4__upperBound 0.043 +- 0.003 31.3 +- 4.63 114 double_valuePool_2__lowerBound 0.043 +- 0.003 32.5 +- 5.26 177 int_valuePool_6__numberOfValues 0.042 +- 0.002 33.7 +- 3.16 130 double_valuePool_7__numberOfValues 0.042 +- 0.005 34.8 +- 9.53 122 double_valuePool_4__upperBound 0.041 +- 0.003 35.2 +- 5.27 111 double_valuePool_1__lowerBound 0.041 +- 0.003 36.7 +- 5.46 185 long_valuePool_0__upperBound 0.04 +- 0.003 36.8 +- 7 60 avaj_util_Random_setSeed_9_param_0__long_valuePoolActivityBitSet 0.04 +- 0.005 37.3 +- 9.51 110 double_valuePool_0__upperBound 0.039 +- 0.002 38.6 +- 5.33 149 float_valuePool_5__numberOfValues 0.039 +- 0.002 39 +- 4.63 15 avaj_util_Random_nextBytes_5_methodWeight 0.039 +- 0.006 39.7 +- 9.74 129 double_valuePool_7__lowerBound 0.038 +- 0.002 40.6 +- 5.92 193 long_valuePool_3__numberOfValues 0.038 +- 0.004 40.7 +- 7.25 22 avaj_util_Random_nextBytes_5_result_void_valuePoolActivityBitSet 0.038 +- 0.006 41.7 +-10.44 150 float_valuePool_5__upperBound 0.037 +- 0.003 43.1 +- 6.01 184 long_valuePool_0__numberOfValues 0.037 +- 0.003 43.1 +- 4.78 76 boolean_valuePool_2__chanceOfTrue 0.036 +- 0.002 44.6 +- 4.78 159 int_valuePool_0__numberOfValues 0.036 +- 0.002 45.2 +- 4.04 207 numberOfCalls 0.034 +- 0.002 48.5 +- 3.77 81 boolean_valuePool_7__chanceOfTrue 0.034 +- 0.003 48.5 +- 4.61 39 avaj_util_Random_nextInt_2_receiver_avaj_util_Random_valuePoolActivityBitSet 0.034 +- 0.006 48.7 +-14.72 138 float_valuePool_1__upperBound 0.033 +- 0.003 49.7 +- 6.08 106 byte_valuePool_7__upperBound 0.033 +- 0.004 50.3 +- 6.71 1 avaj_util_Random_avaj_util_Random_10_methodWeight 0.031 +- 0.004 54.8 +- 8.73 156 float_valuePool_7__upperBound 0.029 +- 0.003 57.3 +- 4.52 8 avaj_util_Random_avaj_util_Random_11_result_avaj_util_Random_valuePoolActivityBitSet 0.029 +- 0.002 58.8 +- 4.49 127 double_valuePool_6__numberOfValues 0.029 +- 0.003 58.8 +- 7.18 173 int_valuePool_5__lowerBound 0.029 +- 0.003 59.2 +- 5.65 32 avaj_util_Random_nextFloat_6_result_float_valuePoolActivityBitSet 0.028 +- 0.002 59.9 +- 5.13 202 long_valuePool_6__numberOfValues 0.03 +- 0.008 60 +-27.57 139 float_valuePool_2__lowerBound 0.028 +- 0.004 60.6 +-10.06 208 void_numberOfValuePools 0.028 +- 0.003 60.9 +- 6.64 97 byte_valuePool_4__upperBound 0.028 +- 0.002 61.5 +- 5.5 109 double_valuePool_0__numberOfValues 0.026 +- 0.002 64.3 +- 7.23 67 avaj_util_Random_valuePool_2__numberOfValues 0.027 +- 0.004 64.6 +- 8.66 2 avaj_util_Random_avaj_util_Random_10_result_avaj_util_Random_valuePoolActivityBitSet 0.026 +- 0.002 65.2 +- 5.51 169 int_valuePool_3__upperBound 0.026 +- 0.001 66.4 +- 4.15 161 int_valuePool_1__lowerBound 0.025 +- 0.003 68 +- 7.75 145 float_valuePool_4__lowerBound 0.025 +- 0.004 68.7 +-11.41 19 avaj_util_Random_nextBytes_5_receiver_avaj_util_Random_valuePoolActivityBitSet 0.025 +- 0.002 69.8 +- 5.98 46 avaj_util_Random_nextInt_3_param_0__int_valuePoolActivityBitSet 0.024 +- 0.001 69.9 +- 3.99 84 byte_valuePool_0__numberOfValues 0.024 +- 0.002 72.5 +- 6.48 27 avaj_util_Random_nextDouble_1_result_double_valuePoolActivityBitSet 0.024 +- 0.003 72.6 +-10.21 113 double_valuePool_1__upperBound 0.024 +- 0.003 72.7 +- 8.87 191 long_valuePool_2__upperBound 0.024 +- 0.003 72.7 +- 7.21 79 boolean_valuePool_5__chanceOfTrue 0.023 +- 0.002 73.5 +- 5.85 28 avaj_util_Random_nextFloat_6_methodWeight 0.023 +- 0.002 73.9 +- 7.84 204 long_valuePool_7__lowerBound 0.023 +- 0.002 75.4 +- 4.43 178 int_valuePool_6__upperBound 0.023 +- 0.002 75.8 +- 6.14 10 avaj_util_Random_nextBoolean_4_methodWeight 0.021 +- 0.002 80.7 +- 5.88 206 long_valuePool_7__upperBound 0.021 +- 0.004 80.8 +-13.78 94 byte_valuePool_3__upperBound 0.021 +- 0.003 81 +-10.6 198 long_valuePool_5__lowerBound 0.021 +- 0.003 81.1 +- 9.09 47 avaj_util_Random_nextInt_3_receiver_avaj_util_Random_valuePoolActivityBitSet 0.02 +- 0.002 84.5 +- 6.28 152 float_valuePool_6__numberOfValues 0.02 +- 0.004 88.4 +-20.52 108 double_valuePool_0__lowerBound 0.019 +- 0.002 89.1 +- 7.03 181 int_valuePool_7__upperBound 0.019 +- 0.001 89.4 +- 5.61 56 avaj_util_Random_numberOfValuePools 0.019 +- 0.002 90 +- 6.28 201 long_valuePool_6__lowerBound 0.019 +- 0.003 90.2 +-10.36 96 byte_valuePool_4__numberOfValues 0.018 +- 0.002 90.5 +- 5.45 24 avaj_util_Random_nextDouble_1_receiver_avaj_util_Random_valuePoolActivityBitSet 0.019 +- 0.003 90.6 +- 9.92 205 long_valuePool_7__numberOfValues 0.018 +- 0.001 92.2 +- 4.04 90 byte_valuePool_2__numberOfValues 0.018 +- 0.001 93 +- 3.9 51 avaj_util_Random_nextLong_8_methodWeight 0.018 +- 0.003 93.2 +-14.43 190 long_valuePool_2__numberOfValues 0.018 +- 0.002 94.2 +- 8.46 116 double_valuePool_2__upperBound 0.018 +- 0.002 94.4 +- 5.04 86 byte_valuePool_1__lowerBound 0.018 +- 0.004 94.9 +-18.75 140 float_valuePool_2__numberOfValues 0.017 +- 0.003 95.9 +-14.93 137 float_valuePool_1__numberOfValues 0.017 +- 0.002 96.4 +- 9.61 105 byte_valuePool_7__numberOfValues 0.017 +- 0.001 97.1 +- 5.61 23 avaj_util_Random_nextDouble_1_methodWeight 0.017 +- 0.001 98 +- 4.69 99 byte_valuePool_5__numberOfValues 0.017 +- 0.003 98.3 +-11.78 194 long_valuePool_3__upperBound 0.016 +- 0.002 101.8 +-10.24 180 int_valuePool_7__numberOfValues 0.016 +- 0.002 102.5 +-12.7 158 int_valuePool_0__lowerBound 0.015 +- 0.001 106.9 +- 6.16 166 int_valuePool_2__upperBound 0.015 +- 0.003 107.1 +-18.15 134 float_valuePool_0__numberOfValues 0.014 +- 0.002 108.9 +- 7.65 100 byte_valuePool_5__upperBound 0.014 +- 0.001 109.5 +- 3.2 95 byte_valuePool_4__lowerBound 0.014 +- 0.002 109.6 +-14.33 115 double_valuePool_2__numberOfValues 0.014 +- 0.002 111.5 +-12.09 154 float_valuePool_7__lowerBound 0.014 +- 0.003 111.8 +-14.12 121 double_valuePool_4__numberOfValues 0.014 +- 0.002 113.4 +-11.66 124 double_valuePool_5__numberOfValues 0.014 +- 0.002 113.6 +-10.37 4 avaj_util_Random_avaj_util_Random_11_methodWeight 0.013 +- 0.002 114.5 +-10.26 165 int_valuePool_2__numberOfValues 0.013 +- 0.001 114.6 +- 7.43 69 avaj_util_Random_valuePool_4__numberOfValues 0.013 +- 0.001 116.7 +- 9.04 187 long_valuePool_1__numberOfValues 0.013 +- 0.002 117.1 +-16.14 200 long_valuePool_5__upperBound 0.013 +- 0.001 118.1 +- 7.09 183 long_valuePool_0__lowerBound 0.013 +- 0.001 118.8 +- 9.17 38 avaj_util_Random_nextInt_2_methodWeight 0.012 +- 0.001 120.6 +- 7.99 57 avaj_util_Random_setSeed_9_methodWeight 0.012 +- 0.002 121.9 +-12 167 int_valuePool_3__lowerBound 0.012 +- 0.001 123 +- 7.42 43 avaj_util_Random_nextInt_3_methodWeight 0.012 +- 0.001 123.3 +- 7.94 75 boolean_valuePool_1__chanceOfTrue 0.012 +- 0.001 124.7 +- 8.85 189 long_valuePool_2__lowerBound 0.012 +- 0.002 124.7 +-14.26 91 byte_valuePool_2__upperBound 0.012 +- 0.001 126.1 +- 6.77 155 float_valuePool_7__numberOfValues 0.011 +- 0.002 126.6 +-13.59 112 double_valuePool_1__numberOfValues 0.011 +- 0.002 127.6 +-15.09 160 int_valuePool_0__upperBound 0.011 +- 0.002 127.7 +-13.51 87 byte_valuePool_1__numberOfValues 0.011 +- 0.002 128.2 +-10.59 61 avaj_util_Random_setSeed_9_receiver_avaj_util_Random_valuePoolActivityBitSet 0.011 +- 0.002 130.3 +-13.99 88 byte_valuePool_1__upperBound 0.011 +- 0.002 131.9 +-14.24 197 long_valuePool_4__upperBound 0.011 +- 0.002 133.9 +-10.99 203 long_valuePool_6__upperBound 0.011 +- 0.001 134.1 +- 7.42 168 int_valuePool_3__numberOfValues 0.01 +- 0.001 134.5 +- 7.19 104 byte_valuePool_7__lowerBound 0.01 +- 0.002 136 +-11.37 71 avaj_util_Random_valuePool_6__numberOfValues 0.01 +- 0.002 136.1 +-15.24 174 int_valuePool_5__numberOfValues 0.01 +- 0.002 136.6 +-13.09 16 avaj_util_Random_nextBytes_5_param_0__byte_valuePoolActivityBitSet 0.01 +- 0.001 137.5 +- 9.5 83 byte_valuePool_0__lowerBound 0.01 +- 0.001 137.7 +- 7.95 175 int_valuePool_5__upperBound 0.01 +- 0.001 139.6 +- 9.12 176 int_valuePool_6__lowerBound 0.01 +- 0.002 140.2 +-12.98 98 byte_valuePool_5__lowerBound 0.01 +- 0.001 140.7 +- 7.18 179 int_valuePool_7__lowerBound 0.009 +- 0.003 143.4 +-15.03 126 double_valuePool_6__lowerBound 0.009 +- 0.002 143.4 +-11.86 82 byte_numberOfValuePools 0.009 +- 0.002 144 +-12.39 188 long_valuePool_1__upperBound 0.009 +- 0.001 144.6 +- 4.9 33 avaj_util_Random_nextGaussian_7_methodWeight 0.009 +- 0.002 144.8 +- 9.08 102 byte_valuePool_6__numberOfValues 0.009 +- 0.002 145 +-13.48 146 float_valuePool_4__numberOfValues 0.009 +- 0.001 145.6 +- 6.26 196 long_valuePool_4__numberOfValues 0.008 +- 0.003 147.7 +-13.52 72 avaj_util_Random_valuePool_7__numberOfValues 0.009 +- 0.001 148.5 +-10.03 164 int_valuePool_2__lowerBound 0.008 +- 0.002 148.9 +-15.55 123 double_valuePool_5__lowerBound 0.008 +- 0.002 150.3 +-13.27 128 double_valuePool_6__upperBound 0.008 +- 0.001 150.4 +- 9.25 192 long_valuePool_3__lowerBound 0.008 +- 0.001 150.9 +- 6.55 157 int_numberOfValuePools 0.008 +- 0.004 151.6 +-20.67 89 byte_valuePool_2__lowerBound 0.007 +- 0.002 154.3 +- 9.46 147 float_valuePool_4__upperBound 0.008 +- 0.001 154.4 +- 7.57 186 long_valuePool_1__lowerBound 0.007 +- 0.001 157.5 +- 5.2 199 long_valuePool_5__numberOfValues 0.007 +- 0.001 158.9 +- 8.07 73 boolean_numberOfValuePools 0.007 +- 0.003 159.4 +-18.93 195 long_valuePool_4__lowerBound 0.007 +- 0.002 160.5 +- 5.85 101 byte_valuePool_6__lowerBound 0.007 +- 0.001 160.6 +- 6.51 11 avaj_util_Random_nextBoolean_4_receiver_avaj_util_Random_valuePoolActivityBitSet 0.006 +- 0.001 160.6 +- 6.05 162 int_valuePool_1__numberOfValues 0.006 +- 0.001 161.2 +- 5.56 118 double_valuePool_3__numberOfValues 0.006 +- 0.001 161.8 +- 6.27 107 double_numberOfValuePools 0.006 +- 0.001 162 +- 5.16 66 avaj_util_Random_valuePool_1__numberOfValues 0.006 +- 0.001 162.4 +- 5.12 78 boolean_valuePool_4__chanceOfTrue 0.005 +- 0.002 166.3 +- 4.43 93 byte_valuePool_3__numberOfValues 0.005 +- 0.002 168.2 +- 4.49 182 long_numberOfValuePools 0.005 +- 0.001 169.4 +- 3.1 65 avaj_util_Random_valuePool_0__numberOfValues 0.003 +- 0.001 172.5 +- 2.2 132 float_numberOfValuePools 0.003 +- 0.001 172.8 +- 2.14 143 float_valuePool_3__numberOfValues 0.003 +- 0.001 172.9 +- 1.81 80 boolean_valuePool_6__chanceOfTrue 0.002 +- 0.001 177.6 +-12.51 74 boolean_valuePool_0__chanceOfTrue 0.002 +- 0.001 179.6 +-11.52 92 byte_valuePool_3__lowerBound 0 +- 0 180.9 +- 2.26 20 avaj_util_Random_nextBytes_5_receiver_candidateBitSet 0 +- 0 182.1 +- 3.39 18 avaj_util_Random_nextBytes_5_param_0__chanceOfNull 0.001 +- 0.001 183.1 +-16.05 136 float_valuePool_1__lowerBound 0 +- 0 184.8 +- 4.09 214 void_valuePool_5__numberOfValues 0 +- 0 184.9 +- 3.91 3 avaj_util_Random_avaj_util_Random_10_result_candidateBitSet 0 +- 0 185.1 +- 4.16 17 avaj_util_Random_nextBytes_5_param_0__candidateBitSet 0 +- 0 185.2 +- 3.87 6 avaj_util_Random_avaj_util_Random_11_param_0__chanceOfNull 0 +- 0 185.4 +- 4.88 210 void_valuePool_1__numberOfValues 0 +- 0 185.7 +- 3.29 5 avaj_util_Random_avaj_util_Random_11_param_0__candidateBitSet 0 +- 0 188.5 +- 5.33 213 void_valuePool_4__numberOfValues 0 +- 0 188.6 +-12.86 21 avaj_util_Random_nextBytes_5_result_candidateBitSet 0 +- 0 188.8 +- 4.09 14 avaj_util_Random_nextBoolean_4_result_candidateBitSet 0 +- 0 188.9 +- 5.24 9 avaj_util_Random_avaj_util_Random_11_result_candidateBitSet 0 +- 0 189.1 +- 4.06 211 void_valuePool_2__numberOfValues 0 +- 0 190.4 +-12.38 209 void_valuePool_0__numberOfValues 0 +- 0 190.7 +- 3.9 12 avaj_util_Random_nextBoolean_4_receiver_candidateBitSet 0 +- 0 191.6 +- 2.58 212 void_valuePool_3__numberOfValues 0 +- 0 191.8 +- 7.11 215 void_valuePool_6__numberOfValues 0 +- 0 194 +-11.82 216 void_valuePool_7__numberOfValues 0 +- 0.001 195.3 +-18.12 170 int_valuePool_4__lowerBound 0 +- 0 196.9 +- 4.55 45 avaj_util_Random_nextInt_3_param_0__chanceOfNull 0 +- 0 197.5 +- 5.37 49 avaj_util_Random_nextInt_3_result_candidateBitSet 0 +- 0 198.2 +- 2.96 48 avaj_util_Random_nextInt_3_receiver_candidateBitSet 0 +- 0 199.1 +- 5.36 53 avaj_util_Random_nextLong_8_receiver_candidateBitSet 0 +- 0 200.6 +- 5.85 44 avaj_util_Random_nextInt_3_param_0__candidateBitSet 0 +- 0 200.8 +- 2.32 62 avaj_util_Random_setSeed_9_receiver_candidateBitSet 0 +- 0 201.3 +- 3.44 63 avaj_util_Random_setSeed_9_result_candidateBitSet 0 +- 0 202.2 +- 2.56 58 avaj_util_Random_setSeed_9_param_0__candidateBitSet 0 +- 0 202.6 +- 2.01 54 avaj_util_Random_nextLong_8_result_candidateBitSet 0 +- 0 203.4 +- 3.1 59 avaj_util_Random_setSeed_9_param_0__chanceOfNull 0 +- 0 205.1 +- 2.55 30 avaj_util_Random_nextFloat_6_receiver_candidateBitSet 0 +- 0 206.3 +- 3.95 31 avaj_util_Random_nextFloat_6_result_candidateBitSet 0 +- 0 207.7 +- 1.73 25 avaj_util_Random_nextDouble_1_receiver_candidateBitSet 0 +- 0 208.1 +- 1.97 26 avaj_util_Random_nextDouble_1_result_candidateBitSet 0 +- 0 208.4 +- 4.67 40 avaj_util_Random_nextInt_2_receiver_candidateBitSet 0 +- 0 208.4 +- 4.05 41 avaj_util_Random_nextInt_2_result_candidateBitSet 0.002 +- 0.002 208.5 +-14.75 151 float_valuePool_6__lowerBound 0 +- 0 210.9 +- 3.11 36 avaj_util_Random_nextGaussian_7_result_candidateBitSet 0 +- 0 211.2 +- 4.64 35 avaj_util_Random_nextGaussian_7_receiver_candidateBitSet 0.001 +- 0.001 214.9 +- 0.94 163 int_valuePool_1__upperBound