=== 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-StringTokenizer Instances: 600 Attributes: 115 [list of attributes omitted] Evaluation mode: 10-fold cross-validation === Attribute selection 10 fold cross-validation (stratified), seed: 1 === average merit average rank attribute 0.113 +- 0.007 1 +- 0 56 avaj_util_StringTokenizer_nextToken_5_result_java_lang_String_valuePoolActivityBitSet 0.075 +- 0.004 2.6 +- 0.92 53 avaj_util_StringTokenizer_nextToken_5_receiver_avaj_util_StringTokenizer_valuePoolActivityBitSet 0.071 +- 0.004 3.9 +- 1.58 72 boolean_valuePool_0__chanceOfTrue 0.068 +- 0.005 4.5 +- 1.57 61 avaj_util_StringTokenizer_nextToken_6_result_java_lang_String_valuePoolActivityBitSet 0.067 +- 0.003 5.5 +- 1.2 44 avaj_util_StringTokenizer_nextElement_2_receiver_avaj_util_StringTokenizer_valuePoolActivityBitSet 0.067 +- 0.004 5.7 +- 1.79 77 boolean_valuePool_5__chanceOfTrue 0.066 +- 0.007 5.9 +- 2.3 4 avaj_util_StringTokenizer_avaj_util_StringTokenizer_7_param_0__java_lang_String_valuePoolActivityBitSet 0.061 +- 0.003 8.4 +- 1.69 114 numberOfCalls 0.059 +- 0.004 10.3 +- 1.9 34 avaj_util_StringTokenizer_hasMoreElements_1_receiver_avaj_util_StringTokenizer_valuePoolActivityBitSet 0.057 +- 0.002 10.6 +- 1.2 1 avaj_util_StringTokenizer_avaj_util_StringTokenizer_7_methodWeight 0.058 +- 0.006 10.8 +- 3.06 46 avaj_util_StringTokenizer_nextElement_2_result_candidateBitSet 0.054 +- 0.002 12.5 +- 1.86 48 avaj_util_StringTokenizer_nextElement_2_result_java_lang_String_valuePoolActivityBitSet 0.055 +- 0.004 12.6 +- 2.42 41 avaj_util_StringTokenizer_hasMoreTokens_4_result_boolean_valuePoolActivityBitSet 0.054 +- 0.004 13 +- 2.32 52 avaj_util_StringTokenizer_nextToken_5_param_0__java_lang_String_valuePoolActivityBitSet 0.053 +- 0.003 13.8 +- 1.6 16 avaj_util_StringTokenizer_avaj_util_StringTokenizer_8_param_0__java_lang_String_valuePoolActivityBitSet 0.046 +- 0.004 16.2 +- 1.08 86 int_valuePool_1__upperBound 0.042 +- 0.002 18.9 +- 1.37 89 int_valuePool_2__upperBound 0.04 +- 0.003 20.6 +- 3.14 68 avaj_util_StringTokenizer_valuePool_5__numberOfValues 0.04 +- 0.002 21.6 +- 3.88 95 int_valuePool_4__upperBound 0.04 +- 0.004 22.3 +- 5.24 11 avaj_util_StringTokenizer_avaj_util_StringTokenizer_7_result_avaj_util_StringTokenizer_valuePoolActivityBitSet 0.038 +- 0.003 23.9 +- 4.81 58 avaj_util_StringTokenizer_nextToken_6_receiver_avaj_util_StringTokenizer_valuePoolActivityBitSet 0.039 +- 0.006 23.9 +- 5.82 70 avaj_util_StringTokenizer_valuePool_7__numberOfValues 0.038 +- 0.002 24.1 +- 3.83 24 avaj_util_StringTokenizer_avaj_util_StringTokenizer_9_param_0__chanceOfNull 0.037 +- 0.001 24.7 +- 3.32 100 int_valuePool_6__numberOfValues 0.037 +- 0.002 24.8 +- 3.74 79 boolean_valuePool_7__chanceOfTrue 0.036 +- 0.003 26.5 +- 4.7 29 avaj_util_StringTokenizer_countTokens_3_receiver_avaj_util_StringTokenizer_valuePoolActivityBitSet 0.036 +- 0.004 27.8 +- 7.73 7 avaj_util_StringTokenizer_avaj_util_StringTokenizer_7_param_1__java_lang_String_valuePoolActivityBitSet 0.036 +- 0.003 28 +- 3.95 25 avaj_util_StringTokenizer_avaj_util_StringTokenizer_9_param_0__java_lang_String_valuePoolActivityBitSet 0.035 +- 0.004 29.2 +- 6.93 8 avaj_util_StringTokenizer_avaj_util_StringTokenizer_7_param_2__boolean_valuePoolActivityBitSet 0.033 +- 0.002 32.1 +- 2.07 113 java_lang_String_valuePool_7__numberOfValues 0.033 +- 0.002 32.3 +- 5.16 82 int_valuePool_0__numberOfValues 0.034 +- 0.002 32.6 +- 5.14 32 avaj_util_StringTokenizer_countTokens_3_result_int_valuePoolActivityBitSet 0.034 +- 0.004 33.1 +- 6.73 22 avaj_util_StringTokenizer_avaj_util_StringTokenizer_9_methodWeight 0.032 +- 0.003 35.8 +- 6.34 76 boolean_valuePool_4__chanceOfTrue 0.032 +- 0.003 35.9 +- 6.49 18 avaj_util_StringTokenizer_avaj_util_StringTokenizer_8_param_1__chanceOfNull 0.032 +- 0.003 36.1 +- 7.61 39 avaj_util_StringTokenizer_hasMoreTokens_4_receiver_avaj_util_StringTokenizer_valuePoolActivityBitSet 0.032 +- 0.002 37.4 +- 5.62 49 avaj_util_StringTokenizer_nextToken_5_methodWeight 0.031 +- 0.003 37.4 +- 6.81 109 java_lang_String_valuePool_3__numberOfValues 0.031 +- 0.002 38.4 +- 4.67 43 avaj_util_StringTokenizer_nextElement_2_methodWeight 0.031 +- 0.003 38.7 +- 6.75 20 avaj_util_StringTokenizer_avaj_util_StringTokenizer_8_result_avaj_util_StringTokenizer_valuePoolActivityBitSet 0.03 +- 0.002 40.3 +- 4.9 19 avaj_util_StringTokenizer_avaj_util_StringTokenizer_8_param_1__java_lang_String_valuePoolActivityBitSet 0.03 +- 0.002 41.8 +- 4.62 90 int_valuePool_3__lowerBound 0.03 +- 0.003 42.3 +- 7.1 104 int_valuePool_7__upperBound 0.029 +- 0.002 44.4 +- 6 78 boolean_valuePool_6__chanceOfTrue 0.029 +- 0.003 44.9 +- 7.24 6 avaj_util_StringTokenizer_avaj_util_StringTokenizer_7_param_1__chanceOfNull 0.028 +- 0.003 45.3 +- 8.16 83 int_valuePool_0__upperBound 0.029 +- 0.008 46.7 +-11.62 67 avaj_util_StringTokenizer_valuePool_4__numberOfValues 0.028 +- 0.003 47.3 +- 8.65 73 boolean_valuePool_1__chanceOfTrue 0.028 +- 0.002 47.9 +- 5.39 57 avaj_util_StringTokenizer_nextToken_6_methodWeight 0.027 +- 0.004 49.7 +- 7.81 13 avaj_util_StringTokenizer_avaj_util_StringTokenizer_8_methodWeight 0.026 +- 0.003 51.5 +- 8.05 63 avaj_util_StringTokenizer_valuePool_0__numberOfValues 0.026 +- 0.002 52.5 +- 4.32 88 int_valuePool_2__numberOfValues 0.026 +- 0.002 53.2 +- 5.9 36 avaj_util_StringTokenizer_hasMoreElements_1_result_boolean_valuePoolActivityBitSet 0.025 +- 0.001 54.2 +- 3.92 15 avaj_util_StringTokenizer_avaj_util_StringTokenizer_8_param_0__chanceOfNull 0.025 +- 0.001 55.7 +- 2.83 102 int_valuePool_7__lowerBound 0.025 +- 0.002 56 +- 5.08 47 avaj_util_StringTokenizer_nextElement_2_result_int_valuePoolActivityBitSet 0.025 +- 0.003 56.6 +- 5.92 71 boolean_numberOfValuePools 0.024 +- 0.002 58 +- 6.15 80 int_numberOfValuePools 0.023 +- 0.002 58.8 +- 5.53 38 avaj_util_StringTokenizer_hasMoreTokens_4_methodWeight 0.023 +- 0.003 59.8 +- 6.54 108 java_lang_String_valuePool_2__numberOfValues 0.023 +- 0.002 60.3 +- 6.42 64 avaj_util_StringTokenizer_valuePool_1__numberOfValues 0.023 +- 0.003 60.3 +- 6.4 65 avaj_util_StringTokenizer_valuePool_2__numberOfValues 0.022 +- 0.002 62.5 +- 4.34 101 int_valuePool_6__upperBound 0.022 +- 0.002 62.7 +- 6.21 75 boolean_valuePool_3__chanceOfTrue 0.021 +- 0.002 64.5 +- 5.68 92 int_valuePool_3__upperBound 0.021 +- 0.002 65.2 +- 4.69 33 avaj_util_StringTokenizer_hasMoreElements_1_methodWeight 0.021 +- 0.003 65.3 +- 8.84 112 java_lang_String_valuePool_6__numberOfValues 0.021 +- 0.002 66.3 +- 4.86 28 avaj_util_StringTokenizer_countTokens_3_methodWeight 0.02 +- 0.002 66.4 +- 7.42 98 int_valuePool_5__upperBound 0.019 +- 0.002 69.7 +- 4.92 103 int_valuePool_7__numberOfValues 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