=== 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-PropertyPermission Instances: 600 Attributes: 124 [list of attributes omitted] Evaluation mode: 10-fold cross-validation === Attribute selection 10 fold cross-validation (stratified), seed: 1 === average merit average rank attribute 0.167 +- 0.005 1.3 +- 0.64 11 avaj_util_PropertyPermission_equals_2_param_0__candidateBitSet 0.162 +- 0.009 1.9 +- 0.3 100 java_security_Permission_java_security_Permission_1_result_candidateBitSet 0.151 +- 0.009 2.8 +- 0.6 33 avaj_util_PropertyPermission_implies_4_param_0__java_security_Permission_valuePoolActivityBitSet 0.129 +- 0.005 4.5 +- 0.5 99 java_security_Permission_java_security_Permission_1_result_avaj_util_PropertyPermission_valuePoolActivityBitSet 0.129 +- 0.01 4.7 +- 0.64 13 avaj_util_PropertyPermission_equals_2_param_0__int_valuePoolActivityBitSet 0.114 +- 0.012 6.3 +- 0.9 14 avaj_util_PropertyPermission_equals_2_param_0__java_lang_String_valuePoolActivityBitSet 0.112 +- 0.01 6.7 +- 0.78 7 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_param_1__java_lang_String_valuePoolActivityBitSet 0.105 +- 0.005 8.9 +- 1.04 15 avaj_util_PropertyPermission_equals_2_receiver_avaj_util_PropertyPermission_valuePoolActivityBitSet 0.105 +- 0.007 8.9 +- 1.14 116 java_security_PermissionCollection_valuePool_1__numberOfValues 0.102 +- 0.005 9.5 +- 0.81 17 avaj_util_PropertyPermission_equals_2_result_boolean_valuePoolActivityBitSet 0.089 +- 0.005 12.9 +- 1.58 25 avaj_util_PropertyPermission_hashCode_1_receiver_avaj_util_PropertyPermission_valuePoolActivityBitSet 0.088 +- 0.003 13.1 +- 1.22 55 boolean_valuePool_2__chanceOfTrue 0.086 +- 0.005 14.7 +- 2.53 109 java_security_Permission_valuePool_6__numberOfValues 0.086 +- 0.011 15.8 +- 6.62 31 avaj_util_PropertyPermission_implies_4_param_0__candidateBitSet 0.083 +- 0.003 15.9 +- 2.39 39 avaj_util_PropertyPermission_newPermissionCollection_5_receiver_avaj_util_PropertyPermission_valuePoolActivityBitSet 0.085 +- 0.011 16.5 +- 4.36 122 java_security_PermissionCollection_valuePool_7__numberOfValues 0.079 +- 0.005 18.2 +- 2.44 106 java_security_Permission_valuePool_3__numberOfValues 0.08 +- 0.003 18.3 +- 2.1 117 java_security_PermissionCollection_valuePool_2__numberOfValues 0.079 +- 0.01 19.1 +- 9.08 114 java_security_PermissionCollection_numberOfValuePools 0.075 +- 0.004 21.4 +- 2.24 4 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_param_0__java_lang_String_valuePoolActivityBitSet 0.073 +- 0.004 22.7 +- 3.23 79 int_valuePool_5__upperBound 0.073 +- 0.005 23 +- 6.83 60 boolean_valuePool_7__chanceOfTrue 0.073 +- 0.004 23.4 +- 2.37 20 avaj_util_PropertyPermission_getActions_3_receiver_avaj_util_PropertyPermission_valuePoolActivityBitSet 0.073 +- 0.01 24.7 +- 7.07 23 avaj_util_PropertyPermission_getActions_3_result_java_lang_String_valuePoolActivityBitSet 0.071 +- 0.003 25 +- 3.92 49 avaj_util_PropertyPermission_valuePool_5__numberOfValues 0.072 +- 0.004 25.3 +- 2.97 81 int_valuePool_6__numberOfValues 0.07 +- 0.004 27.1 +- 4.5 42 avaj_util_PropertyPermission_newPermissionCollection_5_result_java_security_PermissionCollection_valuePoolActivityBitSet 0.069 +- 0.005 28.2 +- 3.89 102 java_security_Permission_numberOfValuePools 0.068 +- 0.004 28.7 +- 4.5 67 int_valuePool_1__upperBound 0.068 +- 0.004 29 +- 3.77 58 boolean_valuePool_5__chanceOfTrue 0.068 +- 0.009 29 +- 7.89 111 java_security_PermissionCollection_java_security_PermissionCollection_1_methodWeight 0.066 +- 0.003 31 +- 1.9 57 boolean_valuePool_4__chanceOfTrue 0.066 +- 0.002 32.7 +- 3.23 69 int_valuePool_2__numberOfValues 0.064 +- 0.003 33.1 +- 2.62 71 int_valuePool_3__lowerBound 0.064 +- 0.005 33.4 +- 5.37 43 avaj_util_PropertyPermission_numberOfValuePools 0.06 +- 0.005 36.1 +- 4.76 8 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_result_avaj_util_PropertyPermission_valuePoolActivityBitSet 0.061 +- 0.004 36.1 +- 3.11 1 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_methodWeight 0.061 +- 0.003 36.8 +- 2.86 34 avaj_util_PropertyPermission_implies_4_receiver_avaj_util_PropertyPermission_valuePoolActivityBitSet 0.059 +- 0.004 38 +- 2.05 59 boolean_valuePool_6__chanceOfTrue 0.055 +- 0.006 41.8 +- 3.6 85 int_valuePool_7__upperBound 0.054 +- 0.009 42.3 +- 5.75 6 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_param_1__chanceOfNull 0.053 +- 0.005 42.8 +- 2.64 94 java_lang_String_valuePool_7__numberOfValues 0.052 +- 0.003 43.1 +- 2.98 63 int_valuePool_0__numberOfValues 0.051 +- 0.004 44.7 +- 4.34 101 java_security_Permission_java_security_Permission_1_result_java_security_Permission_valuePoolActivityBitSet 0.05 +- 0.004 45.1 +- 2.34 110 java_security_Permission_valuePool_7__numberOfValues 0.05 +- 0.006 45.3 +- 7.81 28 avaj_util_PropertyPermission_hashCode_1_result_int_valuePoolActivityBitSet 0.047 +- 0.003 47.4 +- 1.2 64 int_valuePool_0__upperBound 0.046 +- 0.004 48.7 +- 3.03 36 avaj_util_PropertyPermission_implies_4_result_boolean_valuePoolActivityBitSet 0.044 +- 0.005 51.4 +- 9.68 12 avaj_util_PropertyPermission_equals_2_param_0__chanceOfNull 0.043 +- 0.002 51.8 +- 1.78 56 boolean_valuePool_3__chanceOfTrue 0.041 +- 0.006 54.5 +- 7.06 104 java_security_Permission_valuePool_1__numberOfValues 0.04 +- 0.002 54.7 +- 3.52 38 avaj_util_PropertyPermission_newPermissionCollection_5_methodWeight 0.04 +- 0.003 55.5 +- 4.18 108 java_security_Permission_valuePool_5__numberOfValues 0.04 +- 0.002 55.8 +- 1.6 29 avaj_util_PropertyPermission_implies_4_methodWeight 0.039 +- 0.002 57.2 +- 6.14 90 java_lang_String_valuePool_3__numberOfValues 0.039 +- 0.004 58 +- 5.48 68 int_valuePool_2__lowerBound 0.038 +- 0.004 58.8 +- 9.21 88 java_lang_String_valuePool_1__numberOfValues 0.038 +- 0.007 60 +- 9.24 95 java_security_Permission_java_security_Permission_1_methodWeight 0.039 +- 0.008 60.8 +-10.28 97 java_security_Permission_java_security_Permission_1_param_0__chanceOfNull 0.039 +- 0.009 60.8 +-11.52 84 int_valuePool_7__numberOfValues 0.038 +- 0.004 60.9 +- 7.06 120 java_security_PermissionCollection_valuePool_5__numberOfValues 0.036 +- 0.002 62.4 +- 5.37 65 int_valuePool_1__lowerBound 0.037 +- 0.007 63.2 +- 9.42 121 java_security_PermissionCollection_valuePool_6__numberOfValues 0.035 +- 0.003 64.7 +- 5.92 54 boolean_valuePool_1__chanceOfTrue 0.035 +- 0.004 64.7 +- 8.12 107 java_security_Permission_valuePool_4__numberOfValues 0.035 +- 0.003 65.5 +- 7.17 87 java_lang_String_valuePool_0__numberOfValues 0.034 +- 0.002 66.5 +- 3.72 10 avaj_util_PropertyPermission_equals_2_methodWeight 0.035 +- 0.003 67 +- 4.98 91 java_lang_String_valuePool_4__numberOfValues 0.034 +- 0.003 67.3 +- 8.99 123 numberOfCalls 0.033 +- 0.002 70.4 +- 5.94 24 avaj_util_PropertyPermission_hashCode_1_methodWeight 0.033 +- 0.003 71.1 +- 6.74 76 int_valuePool_4__upperBound 0.033 +- 0.003 72.1 +- 6.86 47 avaj_util_PropertyPermission_valuePool_3__numberOfValues 0.032 +- 0.003 73.1 +- 7.27 93 java_lang_String_valuePool_6__numberOfValues 0.031 +- 0.003 73.9 +- 8.75 103 java_security_Permission_valuePool_0__numberOfValues 0.031 +- 0.004 74.8 +- 9.95 118 java_security_PermissionCollection_valuePool_3__numberOfValues 0.031 +- 0.002 74.9 +- 6.01 83 int_valuePool_7__lowerBound 0.031 +- 0.002 76.7 +- 4.12 72 int_valuePool_3__numberOfValues 0.031 +- 0.003 77 +- 5.87 30 avaj_util_PropertyPermission_implies_4_param_0__avaj_util_PropertyPermission_valuePoolActivityBitSet 0.03 +- 0.002 77.2 +- 4.77 62 int_valuePool_0__lowerBound 0.03 +- 0.003 77.8 +- 7.63 66 int_valuePool_1__numberOfValues 0.029 +- 0.004 80 +- 8.33 75 int_valuePool_4__numberOfValues 0.029 +- 0.008 81.3 +-13.22 46 avaj_util_PropertyPermission_valuePool_2__numberOfValues 0.028 +- 0.006 82.1 +-12.62 52 boolean_numberOfValuePools 0.029 +- 0.002 82.4 +- 4.84 82 int_valuePool_6__upperBound 0.028 +- 0.002 83.1 +- 6.17 80 int_valuePool_6__lowerBound 0.027 +- 0.002 86.4 +- 4.98 73 int_valuePool_3__upperBound 0.025 +- 0.003 87.9 +- 6.71 105 java_security_Permission_valuePool_2__numberOfValues 0.025 +- 0.003 88.1 +- 5.82 51 avaj_util_PropertyPermission_valuePool_7__numberOfValues 0.025 +- 0.002 89.6 +- 3.44 3 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_param_0__chanceOfNull 0.024 +- 0.004 90.9 +- 7.93 77 int_valuePool_5__lowerBound 0.024 +- 0.005 91.2 +- 7.83 98 java_security_Permission_java_security_Permission_1_param_0__java_lang_String_valuePoolActivityBitSet 0.023 +- 0.003 92.2 +- 4.85 113 java_security_PermissionCollection_java_security_PermissionCollection_1_result_java_security_PermissionCollection_valuePoolActivityBitSet 0.023 +- 0.002 92.5 +- 4.18 78 int_valuePool_5__numberOfValues 0.023 +- 0.002 93.6 +- 3.98 74 int_valuePool_4__lowerBound 0.023 +- 0.002 93.8 +- 4.51 19 avaj_util_PropertyPermission_getActions_3_methodWeight 0.022 +- 0.005 94.2 +- 8.46 44 avaj_util_PropertyPermission_valuePool_0__numberOfValues 0.022 +- 0.003 95.5 +- 6.38 115 java_security_PermissionCollection_valuePool_0__numberOfValues 0.022 +- 0.002 95.8 +- 3.87 70 int_valuePool_2__upperBound 0.021 +- 0.003 97.2 +- 4.66 61 int_numberOfValuePools 0.021 +- 0.003 97.4 +- 6.47 89 java_lang_String_valuePool_2__numberOfValues 0.02 +- 0.003 97.5 +- 6.17 50 avaj_util_PropertyPermission_valuePool_6__numberOfValues 0.019 +- 0.003 100.8 +- 3.71 119 java_security_PermissionCollection_valuePool_4__numberOfValues 0.018 +- 0.003 101.3 +- 3.2 32 avaj_util_PropertyPermission_implies_4_param_0__chanceOfNull 0.017 +- 0.003 102.1 +- 4.66 48 avaj_util_PropertyPermission_valuePool_4__numberOfValues 0.016 +- 0.003 103.6 +- 3.44 53 boolean_valuePool_0__chanceOfTrue 0.016 +- 0.002 104.3 +- 1.55 45 avaj_util_PropertyPermission_valuePool_1__numberOfValues 0.011 +- 0.002 107 +- 0.45 86 java_lang_String_numberOfValuePools 0.008 +- 0.002 107.8 +- 0.4 92 java_lang_String_valuePool_5__numberOfValues 0 +- 0 109.7 +- 1.42 5 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_param_1__candidateBitSet 0 +- 0 110.4 +- 0.92 2 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_param_0__candidateBitSet 0 +- 0 112.1 +- 2.74 112 java_security_PermissionCollection_java_security_PermissionCollection_1_result_candidateBitSet 0 +- 0 113.4 +- 2.01 27 avaj_util_PropertyPermission_hashCode_1_result_candidateBitSet 0 +- 0 113.5 +- 2.16 35 avaj_util_PropertyPermission_implies_4_receiver_candidateBitSet 0 +- 0 113.9 +- 4.25 9 avaj_util_PropertyPermission_avaj_util_PropertyPermission_6_result_candidateBitSet 0 +- 0 114.5 +- 1.8 41 avaj_util_PropertyPermission_newPermissionCollection_5_result_candidateBitSet 0 +- 0 116.4 +- 2.42 37 avaj_util_PropertyPermission_implies_4_result_candidateBitSet 0 +- 0 117.5 +- 2.5 40 avaj_util_PropertyPermission_newPermissionCollection_5_receiver_candidateBitSet 0 +- 0 118.6 +- 1.36 18 avaj_util_PropertyPermission_equals_2_result_candidateBitSet 0 +- 0 118.7 +- 1.49 96 java_security_Permission_java_security_Permission_1_param_0__candidateBitSet 0 +- 0 119.1 +- 1.3 16 avaj_util_PropertyPermission_equals_2_receiver_candidateBitSet 0 +- 0 120.2 +- 2.18 26 avaj_util_PropertyPermission_hashCode_1_receiver_candidateBitSet 0 +- 0 120.8 +- 2.44 21 avaj_util_PropertyPermission_getActions_3_receiver_candidateBitSet 0 +- 0 121.2 +- 3.37 22 avaj_util_PropertyPermission_getActions_3_result_candidateBitSet