=== 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-Stack Instances: 600 Attributes: 93 avaj_util_Stack_avaj_util_Stack_6_methodWeight avaj_util_Stack_avaj_util_Stack_6_result_avaj_util_Stack_valuePoolActivityBitSet avaj_util_Stack_avaj_util_Stack_6_result_candidateBitSet avaj_util_Stack_empty_3_methodWeight avaj_util_Stack_empty_3_receiver_avaj_util_Stack_valuePoolActivityBitSet avaj_util_Stack_empty_3_receiver_candidateBitSet avaj_util_Stack_empty_3_result_boolean_valuePoolActivityBitSet avaj_util_Stack_empty_3_result_candidateBitSet avaj_util_Stack_numberOfValuePools avaj_util_Stack_peek_4_methodWeight avaj_util_Stack_peek_4_receiver_avaj_util_Stack_valuePoolActivityBitSet avaj_util_Stack_peek_4_receiver_candidateBitSet avaj_util_Stack_peek_4_result_candidateBitSet avaj_util_Stack_peek_4_result_int_valuePoolActivityBitSet avaj_util_Stack_peek_4_result_java_lang_String_valuePoolActivityBitSet avaj_util_Stack_pop_1_methodWeight avaj_util_Stack_pop_1_receiver_avaj_util_Stack_valuePoolActivityBitSet avaj_util_Stack_pop_1_receiver_candidateBitSet avaj_util_Stack_pop_1_result_candidateBitSet avaj_util_Stack_pop_1_result_int_valuePoolActivityBitSet avaj_util_Stack_pop_1_result_java_lang_String_valuePoolActivityBitSet avaj_util_Stack_push_2_methodWeight avaj_util_Stack_push_2_param_0__candidateBitSet avaj_util_Stack_push_2_param_0__chanceOfNull avaj_util_Stack_push_2_param_0__int_valuePoolActivityBitSet avaj_util_Stack_push_2_param_0__java_lang_String_valuePoolActivityBitSet avaj_util_Stack_push_2_receiver_avaj_util_Stack_valuePoolActivityBitSet avaj_util_Stack_push_2_receiver_candidateBitSet avaj_util_Stack_push_2_result_candidateBitSet avaj_util_Stack_push_2_result_int_valuePoolActivityBitSet avaj_util_Stack_push_2_result_java_lang_String_valuePoolActivityBitSet avaj_util_Stack_search_5_methodWeight avaj_util_Stack_search_5_param_0__candidateBitSet avaj_util_Stack_search_5_param_0__chanceOfNull avaj_util_Stack_search_5_param_0__int_valuePoolActivityBitSet avaj_util_Stack_search_5_param_0__java_lang_String_valuePoolActivityBitSet avaj_util_Stack_search_5_receiver_avaj_util_Stack_valuePoolActivityBitSet avaj_util_Stack_search_5_receiver_candidateBitSet avaj_util_Stack_search_5_result_candidateBitSet avaj_util_Stack_search_5_result_int_valuePoolActivityBitSet avaj_util_Stack_valuePool_0__numberOfValues avaj_util_Stack_valuePool_1__numberOfValues avaj_util_Stack_valuePool_2__numberOfValues avaj_util_Stack_valuePool_3__numberOfValues avaj_util_Stack_valuePool_4__numberOfValues avaj_util_Stack_valuePool_5__numberOfValues avaj_util_Stack_valuePool_6__numberOfValues avaj_util_Stack_valuePool_7__numberOfValues boolean_numberOfValuePools boolean_valuePool_0__chanceOfTrue boolean_valuePool_1__chanceOfTrue boolean_valuePool_2__chanceOfTrue boolean_valuePool_3__chanceOfTrue boolean_valuePool_4__chanceOfTrue boolean_valuePool_5__chanceOfTrue boolean_valuePool_6__chanceOfTrue boolean_valuePool_7__chanceOfTrue int_numberOfValuePools int_valuePool_0__lowerBound int_valuePool_0__numberOfValues int_valuePool_0__upperBound int_valuePool_1__lowerBound int_valuePool_1__numberOfValues int_valuePool_1__upperBound int_valuePool_2__lowerBound int_valuePool_2__numberOfValues int_valuePool_2__upperBound int_valuePool_3__lowerBound int_valuePool_3__numberOfValues int_valuePool_3__upperBound int_valuePool_4__lowerBound int_valuePool_4__numberOfValues int_valuePool_4__upperBound int_valuePool_5__lowerBound int_valuePool_5__numberOfValues int_valuePool_5__upperBound int_valuePool_6__lowerBound int_valuePool_6__numberOfValues int_valuePool_6__upperBound int_valuePool_7__lowerBound int_valuePool_7__numberOfValues int_valuePool_7__upperBound java_lang_String_numberOfValuePools java_lang_String_valuePool_0__numberOfValues java_lang_String_valuePool_1__numberOfValues java_lang_String_valuePool_2__numberOfValues java_lang_String_valuePool_3__numberOfValues java_lang_String_valuePool_4__numberOfValues java_lang_String_valuePool_5__numberOfValues java_lang_String_valuePool_6__numberOfValues java_lang_String_valuePool_7__numberOfValues numberOfCalls Score Evaluation mode: 10-fold cross-validation === Attribute selection 10 fold cross-validation (stratified), seed: 1 === average merit average rank attribute 0.126 +- 0.008 1.4 +- 0.49 17 avaj_util_Stack_pop_1_receiver_avaj_util_Stack_valuePoolActivityBitSet 0.121 +- 0.009 1.6 +- 0.49 23 avaj_util_Stack_push_2_param_0__candidateBitSet 0.103 +- 0.005 3.4 +- 0.49 29 avaj_util_Stack_push_2_result_candidateBitSet 0.102 +- 0.006 3.6 +- 0.49 7 avaj_util_Stack_empty_3_result_boolean_valuePoolActivityBitSet 0.089 +- 0.004 5.2 +- 0.4 85 java_lang_String_valuePool_1__numberOfValues 0.082 +- 0.005 6.3 +- 1.1 27 avaj_util_Stack_push_2_receiver_avaj_util_Stack_valuePoolActivityBitSet 0.074 +- 0.005 8 +- 1.61 31 avaj_util_Stack_push_2_result_java_lang_String_valuePoolActivityBitSet 0.072 +- 0.004 8.8 +- 2.4 51 boolean_valuePool_1__chanceOfTrue 0.071 +- 0.007 9.1 +- 2.59 14 avaj_util_Stack_peek_4_result_int_valuePoolActivityBitSet 0.068 +- 0.005 10.5 +- 1.96 20 avaj_util_Stack_pop_1_result_int_valuePoolActivityBitSet 0.066 +- 0.005 10.9 +- 1.45 15 avaj_util_Stack_peek_4_result_java_lang_String_valuePoolActivityBitSet 0.064 +- 0.005 12.3 +- 1.85 69 int_valuePool_3__numberOfValues 0.062 +- 0.004 13.3 +- 2.15 11 avaj_util_Stack_peek_4_receiver_avaj_util_Stack_valuePoolActivityBitSet 0.061 +- 0.007 15.9 +- 5.2 33 avaj_util_Stack_search_5_param_0__candidateBitSet 0.057 +- 0.004 17.3 +- 3.74 21 avaj_util_Stack_pop_1_result_java_lang_String_valuePoolActivityBitSet 0.057 +- 0.003 17.9 +- 5.77 83 java_lang_String_numberOfValuePools 0.057 +- 0.003 18 +- 4.54 47 avaj_util_Stack_valuePool_6__numberOfValues 0.056 +- 0.003 18.5 +- 1.86 56 boolean_valuePool_6__chanceOfTrue 0.057 +- 0.008 19.1 +- 5.89 19 avaj_util_Stack_pop_1_result_candidateBitSet 0.055 +- 0.003 20.3 +- 5.53 92 numberOfCalls 0.053 +- 0.003 21.7 +- 3.35 82 int_valuePool_7__upperBound 0.052 +- 0.003 23.5 +- 3.47 45 avaj_util_Stack_valuePool_4__numberOfValues 0.051 +- 0.002 24.4 +- 5.78 71 int_valuePool_4__lowerBound 0.051 +- 0.004 24.8 +- 5.9 66 int_valuePool_2__numberOfValues 0.051 +- 0.005 25.1 +- 6.16 84 java_lang_String_valuePool_0__numberOfValues 0.048 +- 0.003 29.3 +- 5 54 boolean_valuePool_4__chanceOfTrue 0.048 +- 0.002 29.4 +- 5.59 25 avaj_util_Stack_push_2_param_0__int_valuePoolActivityBitSet 0.049 +- 0.006 29.6 +-10.24 5 avaj_util_Stack_empty_3_receiver_avaj_util_Stack_valuePoolActivityBitSet 0.048 +- 0.004 30.4 +- 5.57 9 avaj_util_Stack_numberOfValuePools 0.048 +- 0.004 30.5 +- 5.39 26 avaj_util_Stack_push_2_param_0__java_lang_String_valuePoolActivityBitSet 0.048 +- 0.002 30.7 +- 2.57 16 avaj_util_Stack_pop_1_methodWeight 0.047 +- 0.003 32.8 +- 4.85 22 avaj_util_Stack_push_2_methodWeight 0.047 +- 0.003 33.5 +- 5.3 60 int_valuePool_0__numberOfValues 0.046 +- 0.004 33.7 +- 6.62 59 int_valuePool_0__lowerBound 0.046 +- 0.004 34.1 +- 6.49 4 avaj_util_Stack_empty_3_methodWeight 0.045 +- 0.006 35 +- 7.62 13 avaj_util_Stack_peek_4_result_candidateBitSet 0.045 +- 0.003 35.6 +- 5.62 48 avaj_util_Stack_valuePool_7__numberOfValues 0.045 +- 0.006 35.9 +- 7.53 36 avaj_util_Stack_search_5_param_0__java_lang_String_valuePoolActivityBitSet 0.045 +- 0.005 37.6 +- 7.27 1 avaj_util_Stack_avaj_util_Stack_6_methodWeight 0.044 +- 0.004 38 +- 4.69 87 java_lang_String_valuePool_3__numberOfValues 0.043 +- 0.003 39.7 +- 3.9 70 int_valuePool_3__upperBound 0.043 +- 0.004 39.8 +- 4.94 49 boolean_numberOfValuePools 0.042 +- 0.004 41.3 +- 5.24 37 avaj_util_Stack_search_5_receiver_avaj_util_Stack_valuePoolActivityBitSet 0.041 +- 0.002 43 +- 2.93 76 int_valuePool_5__upperBound 0.04 +- 0.003 44.9 +- 4.28 32 avaj_util_Stack_search_5_methodWeight 0.039 +- 0.003 45.1 +- 2.17 89 java_lang_String_valuePool_5__numberOfValues 0.038 +- 0.005 46.1 +- 4.37 72 int_valuePool_4__numberOfValues 0.036 +- 0.005 47.3 +- 8 62 int_valuePool_1__lowerBound 0.036 +- 0.004 49 +- 1.9 67 int_valuePool_2__upperBound 0.035 +- 0.006 49.2 +- 4.79 24 avaj_util_Stack_push_2_param_0__chanceOfNull 0.034 +- 0.005 49.8 +- 5.15 40 avaj_util_Stack_search_5_result_int_valuePoolActivityBitSet 0.033 +- 0.003 51.7 +- 3.72 53 boolean_valuePool_3__chanceOfTrue 0.033 +- 0.004 52.4 +- 2.8 50 boolean_valuePool_0__chanceOfTrue 0.031 +- 0.003 54 +- 2.57 42 avaj_util_Stack_valuePool_1__numberOfValues 0.031 +- 0.003 55.1 +- 2.62 73 int_valuePool_4__upperBound 0.03 +- 0.005 56 +- 4.29 61 int_valuePool_0__upperBound 0.029 +- 0.003 56.7 +- 3.23 34 avaj_util_Stack_search_5_param_0__chanceOfNull 0.028 +- 0.003 57.1 +- 3.21 63 int_valuePool_1__numberOfValues 0.027 +- 0.002 58.6 +- 3.61 81 int_valuePool_7__numberOfValues 0.025 +- 0.005 60.7 +- 4.52 2 avaj_util_Stack_avaj_util_Stack_6_result_avaj_util_Stack_valuePoolActivityBitSet 0.024 +- 0.002 62 +- 2.28 10 avaj_util_Stack_peek_4_methodWeight 0.024 +- 0.002 63.2 +- 2.32 65 int_valuePool_2__lowerBound 0.024 +- 0.003 63.3 +- 3.41 77 int_valuePool_6__lowerBound 0.024 +- 0.002 63.5 +- 1.86 90 java_lang_String_valuePool_6__numberOfValues 0.024 +- 0.002 63.6 +- 3.01 86 java_lang_String_valuePool_2__numberOfValues 0.022 +- 0.003 65.7 +- 3.8 55 boolean_valuePool_5__chanceOfTrue 0.021 +- 0.004 66.5 +- 4.54 41 avaj_util_Stack_valuePool_0__numberOfValues 0.02 +- 0.002 67.9 +- 2.43 88 java_lang_String_valuePool_4__numberOfValues 0.02 +- 0.003 68.5 +- 3.2 46 avaj_util_Stack_valuePool_5__numberOfValues 0.019 +- 0.001 70 +- 1.84 80 int_valuePool_7__lowerBound 0.018 +- 0.002 70.3 +- 1.85 64 int_valuePool_1__upperBound 0.017 +- 0.001 71.5 +- 0.92 68 int_valuePool_3__lowerBound 0.016 +- 0.002 72.6 +- 2.29 78 int_valuePool_6__numberOfValues 0.015 +- 0.003 74 +- 1.95 58 int_numberOfValuePools 0.015 +- 0.002 74.3 +- 1.79 79 int_valuePool_6__upperBound 0.012 +- 0.002 76.6 +- 2.15 30 avaj_util_Stack_push_2_result_int_valuePoolActivityBitSet 0.012 +- 0.002 77 +- 1.41 75 int_valuePool_5__numberOfValues 0.011 +- 0.002 77.5 +- 1.36 74 int_valuePool_5__lowerBound 0.01 +- 0.002 78.1 +- 1.7 44 avaj_util_Stack_valuePool_3__numberOfValues 0.007 +- 0.002 80.1 +- 0.94 35 avaj_util_Stack_search_5_param_0__int_valuePoolActivityBitSet 0.007 +- 0.002 80.5 +- 1.02 52 boolean_valuePool_2__chanceOfTrue 0.004 +- 0.001 82.3 +- 0.64 43 avaj_util_Stack_valuePool_2__numberOfValues 0.003 +- 0.002 82.5 +- 0.5 91 java_lang_String_valuePool_7__numberOfValues 0 +- 0 84.4 +- 0.49 6 avaj_util_Stack_empty_3_receiver_candidateBitSet 0 +- 0 84.6 +- 0.49 3 avaj_util_Stack_avaj_util_Stack_6_result_candidateBitSet 0 +- 0 87.2 +- 1.83 39 avaj_util_Stack_search_5_result_candidateBitSet 0 +- 0 87.4 +- 1.43 28 avaj_util_Stack_push_2_receiver_candidateBitSet 0 +- 0 87.6 +- 0.66 38 avaj_util_Stack_search_5_receiver_candidateBitSet 0 +- 0 88.9 +- 1.04 12 avaj_util_Stack_peek_4_receiver_candidateBitSet 0 +- 0 89.7 +- 1.42 18 avaj_util_Stack_pop_1_receiver_candidateBitSet 0 +- 0 90.2 +- 0.6 8 avaj_util_Stack_empty_3_result_candidateBitSet 0.004 +- 0.002 92 +- 0 57 boolean_valuePool_7__chanceOfTrue