=== Run information === Evaluator: weka.attributeSelection.ReliefFAttributeEval -M -1 -D 1 -K 10 Search: weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1 Relation: Stack.class Instances: 1002 Attributes: 128 [list of attributes omitted] Evaluation mode: 10-fold cross-validation === Attribute selection 10 fold cross-validation (stratified), seed: 1 === average merit average rank attribute 0.17 +- 0.007 1 +- 0 111 java.lang.String.valuePool[1].numberOfValues 0.159 +- 0.007 2.2 +- 0.4 90 int.valuePool[1].upperBound 0.154 +- 0.005 3 +- 0.63 82 boolean.valuePool[6].chanceOfTrue 0.145 +- 0.01 4.8 +- 1.4 95 int.valuePool[3].numberOfValues 0.144 +- 0.006 5 +- 0.63 41 StackJacket.push.2.receiver.StackJacket.valuePoolActivityBitSet 0.137 +- 0.008 6.4 +- 1.43 107 int.valuePool[7].numberOfValues 0.137 +- 0.005 6.7 +- 2.19 87 int.valuePool[0].upperBound 0.129 +- 0.004 9.7 +- 2.15 79 boolean.valuePool[3].chanceOfTrue 0.127 +- 0.006 10.8 +- 1.54 68 avaj.util.Stack.valuePool[1].numberOfValues 0.126 +- 0.009 11 +- 3.19 14 StackJacket.checkTypedEquals_JM.6.receiver.StackJacket.valuePoolActivityBitSet 0.125 +- 0.003 11.5 +- 1.96 2 StackJacket.StackJacket.8.methodWeight 0.126 +- 0.007 11.5 +- 2.58 100 int.valuePool[5].lowerBound 0.125 +- 0.007 12.5 +- 2.97 57 StackJacket.valuePool[2].numberOfValues 0.122 +- 0.01 13.1 +- 4.06 98 int.valuePool[4].numberOfValues 0.12 +- 0.006 14.7 +- 2.37 29 StackJacket.peek.4.result.java.lang.String.valuePoolActivityBitSet 0.119 +- 0.008 15.4 +- 3.14 86 int.valuePool[0].numberOfValues 0.114 +- 0.005 18.4 +- 4.5 91 int.valuePool[2].lowerBound 0.111 +- 0.009 21.4 +- 6.92 89 int.valuePool[1].numberOfValues 0.11 +- 0.005 21.6 +- 4.25 117 java.lang.String.valuePool[7].numberOfValues 0.108 +- 0.005 24.6 +- 5.5 74 avaj.util.Stack.valuePool[7].numberOfValues 0.107 +- 0.006 24.9 +- 6.35 75 boolean.numberOfValuePools 0.107 +- 0.006 25.6 +- 3.98 9 StackJacket.checkSerialization_JM.7.result.void.valuePoolActivityBitSet 0.106 +- 0.007 26.1 +- 5.66 112 java.lang.String.valuePool[2].numberOfValues 0.106 +- 0.003 26.1 +- 3.11 39 StackJacket.push.2.param[0].int.valuePoolActivityBitSet 0.105 +- 0.006 26.1 +- 5.26 116 java.lang.String.valuePool[6].numberOfValues 0.106 +- 0.006 26.2 +- 4.45 83 boolean.valuePool[7].chanceOfTrue 0.105 +- 0.005 27.2 +- 7.77 110 java.lang.String.valuePool[0].numberOfValues 0.105 +- 0.007 27.5 +- 5.33 6 StackJacket.checkSerialization_JM.7.receiver.StackJacket.valuePoolActivityBitSet 0.104 +- 0.008 29.1 +- 7.46 21 StackJacket.empty.3.result.boolean.valuePoolActivityBitSet 0.103 +- 0.006 29.4 +- 5.33 50 StackJacket.search.5.param[0].java.lang.String.valuePoolActivityBitSet 0.103 +- 0.007 29.9 +- 8.29 85 int.valuePool[0].lowerBound 0.103 +- 0.006 30.1 +- 7.82 60 StackJacket.valuePool[5].numberOfValues 0.102 +- 0.005 30.9 +- 7.22 51 StackJacket.search.5.receiver.StackJacket.valuePoolActivityBitSet 0.103 +- 0.006 31.1 +- 6.89 101 int.valuePool[5].numberOfValues 0.102 +- 0.005 31.6 +- 4.54 77 boolean.valuePool[1].chanceOfTrue 0.1 +- 0.007 32.6 +- 6.68 73 avaj.util.Stack.valuePool[6].numberOfValues 0.097 +- 0.003 36.8 +- 6.23 104 int.valuePool[6].numberOfValues 0.096 +- 0.004 38.3 +- 3.61 108 int.valuePool[7].upperBound 0.096 +- 0.005 38.4 +- 3.35 54 StackJacket.search.5.result.int.valuePoolActivityBitSet 0.094 +- 0.007 39.9 +- 6.02 28 StackJacket.peek.4.result.int.valuePoolActivityBitSet 0.095 +- 0.005 40.1 +- 5.86 119 void.numberOfValuePools 0.091 +- 0.007 42.6 +- 6.09 35 StackJacket.pop.1.result.java.lang.String.valuePoolActivityBitSet 0.093 +- 0.006 43.2 +- 5.42 97 int.valuePool[4].lowerBound 0.092 +- 0.005 43.2 +- 6.18 16 StackJacket.checkTypedEquals_JM.6.result.boolean.valuePoolActivityBitSet 0.091 +- 0.004 44.3 +- 3.8 114 java.lang.String.valuePool[4].numberOfValues 0.089 +- 0.006 46.4 +- 5.82 25 StackJacket.peek.4.receiver.StackJacket.valuePoolActivityBitSet 0.089 +- 0.003 46.7 +- 3.74 59 StackJacket.valuePool[4].numberOfValues 0.088 +- 0.004 47.7 +- 2.83 34 StackJacket.pop.1.result.int.valuePoolActivityBitSet 0.087 +- 0.004 48.8 +- 3.82 62 StackJacket.valuePool[7].numberOfValues 0.085 +- 0.005 50.6 +- 6.65 3 StackJacket.StackJacket.8.result.StackJacket.valuePoolActivityBitSet 0.085 +- 0.003 51.3 +- 3.47 40 StackJacket.push.2.param[0].java.lang.String.valuePoolActivityBitSet 0.084 +- 0.005 52.5 +- 4.72 13 StackJacket.checkTypedEquals_JM.6.param[0].chanceOfNull 0.084 +- 0.005 52.5 +- 3.47 69 avaj.util.Stack.valuePool[2].numberOfValues 0.083 +- 0.005 53.7 +- 5.71 103 int.valuePool[6].lowerBound 0.082 +- 0.005 54.4 +- 3.56 56 StackJacket.valuePool[1].numberOfValues 0.082 +- 0.005 54.4 +- 6.61 80 boolean.valuePool[4].chanceOfTrue 0.079 +- 0.005 57.9 +- 5.24 48 StackJacket.search.5.param[0].chanceOfNull 0.079 +- 0.005 59 +- 5.8 81 boolean.valuePool[5].chanceOfTrue 0.078 +- 0.004 60.7 +- 3.87 18 StackJacket.empty.3.methodWeight 0.077 +- 0.004 61 +- 5.12 105 int.valuePool[6].upperBound 0.076 +- 0.003 62.6 +- 4.84 102 int.valuePool[5].upperBound 0.075 +- 0.006 63.5 +- 6.41 30 StackJacket.pop.1.methodWeight 0.075 +- 0.005 63.9 +- 3.53 24 StackJacket.peek.4.methodWeight 0.074 +- 0.004 64.5 +- 3.88 10 StackJacket.checkTypedEquals_JM.6.methodWeight 0.074 +- 0.003 64.9 +- 2.91 31 StackJacket.pop.1.receiver.StackJacket.valuePoolActivityBitSet 0.073 +- 0.005 66.5 +- 4.9 99 int.valuePool[4].upperBound 0.073 +- 0.008 66.7 +- 7.84 23 StackJacket.numberOfValuePools 0.073 +- 0.004 66.9 +- 4.25 5 StackJacket.checkSerialization_JM.7.methodWeight 0.072 +- 0.007 67.2 +- 8.99 93 int.valuePool[2].upperBound 0.07 +- 0.005 70 +- 5.31 45 StackJacket.push.2.result.java.lang.String.valuePoolActivityBitSet 0.069 +- 0.004 70.3 +- 4.05 44 StackJacket.push.2.result.int.valuePoolActivityBitSet 0.069 +- 0.003 70.9 +- 4.97 96 int.valuePool[3].upperBound 0.068 +- 0.003 72.3 +- 3.69 43 StackJacket.push.2.result.candidateBitSet 0.068 +- 0.006 73.1 +- 5.94 63 avaj.util.Stack.avaj.util.Stack.1.methodWeight 0.066 +- 0.004 73.9 +- 5.24 70 avaj.util.Stack.valuePool[3].numberOfValues 0.066 +- 0.003 74.4 +- 2.54 46 StackJacket.search.5.methodWeight 0.064 +- 0.006 76.7 +- 6.45 78 boolean.valuePool[2].chanceOfTrue 0.063 +- 0.006 78.4 +- 4.36 88 int.valuePool[1].lowerBound 0.062 +- 0.005 79.7 +- 6.29 49 StackJacket.search.5.param[0].int.valuePoolActivityBitSet 0.061 +- 0.002 80.4 +- 2.54 72 avaj.util.Stack.valuePool[5].numberOfValues 0.059 +- 0.005 82.1 +- 5.26 115 java.lang.String.valuePool[5].numberOfValues 0.059 +- 0.005 82.7 +- 3.52 47 StackJacket.search.5.param[0].candidateBitSet 0.058 +- 0.003 82.8 +- 3.87 92 int.valuePool[2].numberOfValues 0.058 +- 0.006 83.9 +- 6.43 94 int.valuePool[3].lowerBound 0.056 +- 0.004 85 +- 4 113 java.lang.String.valuePool[3].numberOfValues 0.056 +- 0.004 85 +- 3.74 71 avaj.util.Stack.valuePool[4].numberOfValues 0.055 +- 0.004 86.7 +- 4.29 58 StackJacket.valuePool[3].numberOfValues 0.054 +- 0.006 87.3 +- 4.73 55 StackJacket.valuePool[0].numberOfValues 0.053 +- 0.004 88.6 +- 3.32 64 avaj.util.Stack.avaj.util.Stack.1.result.avaj.util.Stack.valuePoolActivityBitSet 0.052 +- 0.004 89.4 +- 4.88 11 StackJacket.checkTypedEquals_JM.6.param[0].avaj.util.Stack.valuePoolActivityBitSet 0.05 +- 0.005 90.7 +- 4 19 StackJacket.empty.3.receiver.StackJacket.valuePoolActivityBitSet 0.05 +- 0.004 91.2 +- 3.89 118 numberOfCalls 0.049 +- 0.005 91.3 +- 5.02 67 avaj.util.Stack.valuePool[0].numberOfValues 0.048 +- 0.005 93.2 +- 4.12 106 int.valuePool[7].lowerBound 0.047 +- 0.006 94 +- 3.35 66 avaj.util.Stack.numberOfValuePools 0.046 +- 0.004 94.7 +- 3.13 61 StackJacket.valuePool[6].numberOfValues 0.045 +- 0.004 95.5 +- 1.96 84 int.numberOfValuePools 0.042 +- 0.002 98.1 +- 1.92 36 StackJacket.push.2.methodWeight 0.042 +- 0.005 98.1 +- 1.7 76 boolean.valuePool[0].chanceOfTrue 0.038 +- 0.004 99.9 +- 1.14 37 StackJacket.push.2.param[0].candidateBitSet 0.035 +- 0.005 100.7 +- 1.27 38 StackJacket.push.2.param[0].chanceOfNull 0.034 +- 0.004 101.2 +- 1.17 33 StackJacket.pop.1.result.candidateBitSet 0.023 +- 0.003 103.2 +- 0.4 27 StackJacket.peek.4.result.candidateBitSet 0.017 +- 0.003 103.8 +- 0.4 109 java.lang.String.numberOfValuePools 0.003 +- 0.001 106.6 +- 0.66 12 StackJacket.checkTypedEquals_JM.6.param[0].candidateBitSet 0.003 +- 0.001 106.7 +- 1.19 122 void.valuePool[2].numberOfValues 0.003 +- 0.001 107 +- 3.55 123 void.valuePool[3].numberOfValues 0.003 +- 0.001 109.4 +- 3.04 8 StackJacket.checkSerialization_JM.7.result.candidateBitSet 0.003 +- 0.001 109.8 +- 1.6 4 StackJacket.StackJacket.8.result.candidateBitSet 0.003 +- 0.001 110.1 +- 1.64 126 void.valuePool[6].numberOfValues 0.003 +- 0.001 110.7 +- 1.85 127 void.valuePool[7].numberOfValues 0.003 +- 0.001 112.5 +- 1.57 7 StackJacket.checkSerialization_JM.7.receiver.candidateBitSet 0.003 +- 0.001 112.6 +- 1.56 125 void.valuePool[5].numberOfValues 0.003 +- 0.001 114.1 +- 1.22 124 void.valuePool[4].numberOfValues 0.003 +- 0.001 115.3 +- 6.71 121 void.valuePool[1].numberOfValues 0.003 +- 0.001 117.2 +- 1.33 26 StackJacket.peek.4.receiver.candidateBitSet 0.003 +- 0.001 117.9 +- 2.55 32 StackJacket.pop.1.receiver.candidateBitSet 0.003 +- 0.001 118.8 +- 2.36 65 avaj.util.Stack.avaj.util.Stack.1.result.candidateBitSet 0.003 +- 0.001 119.7 +- 4.63 42 StackJacket.push.2.receiver.candidateBitSet 0.003 +- 0.001 120.1 +- 3.21 53 StackJacket.search.5.result.candidateBitSet 0.003 +- 0.001 120.5 +- 3.11 22 StackJacket.empty.3.result.candidateBitSet 0.003 +- 0.001 120.9 +- 5.01 52 StackJacket.search.5.receiver.candidateBitSet 0.003 +- 0.001 121.4 +- 0.8 15 StackJacket.checkTypedEquals_JM.6.receiver.candidateBitSet 0.003 +- 0.001 122.5 +- 0.5 120 void.valuePool[0].numberOfValues 0.003 +- 0.001 122.7 +- 4.24 20 StackJacket.empty.3.receiver.candidateBitSet 0.003 +- 0.001 124.5 +- 1.8 17 StackJacket.checkTypedEquals_JM.6.result.candidateBitSet 0 +- 0 127 +- 0 1 WEKA