533047 939 Martijn Post 3707 Supervised Classification predictive_accuracy 2555 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomForest(3) 3464 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 100 1726 K 0 1726 S 1 1726 num-slots 1 1726 P 1 2049 E 1 2049 D 1 2050 N 5 2050 E weka.attributeSelection.CfsSubsetEval 2555 S weka.attributeSelection.BestFirst 2555 W weka.classifiers.trees.RandomForest 2555 study_15 study_20 weka weka_3.7.13 842 analcatdata_runshoes https://www.openml.org/data/download/53376/analcatdata_runshoes.arff -1 1822394 description https://api.openml.org/data/download/1822394/weka_generated_run5062923839738559739.xml -1 1822396 model_readable https://api.openml.org/data/download/1822396/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier5259484054751318248.model -1 1822395 model_serialized https://api.openml.org/data/download/1822395/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier5599618379013177286.model -1 1822397 predictions https://api.openml.org/data/download/1822397/weka_generated_predictions6194013801129593865.arff area_under_roc_curve 0.716435 [0.716435,0.716435] average_cost 0 f_measure 0.734857 [0.771429,0.68] kappa 0.452055 kb_relative_information_score 17.441001 mean_absolute_error 0.348419 mean_prior_absolute_error 0.480645 number_of_instances 60 [36,24] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1] precision 0.738009 [0.794118,0.653846] predictive_accuracy 0.733333 prior_entropy 0.972806 recall 0.733333 [0.75,0.708333] relative_absolute_error 0.724899 root_mean_prior_squared_error 0.489909 root_mean_squared_error 0.48063 root_relative_squared_error 0.981061 scimark_benchmark 1806.590535 [1117.3866230102412, 1498.9926972829335, 848.1372800151744, 1765.2794442743939, 3803.1566294278787] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.8125 [0.8125,0.8125] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.625 [0.625,0.625] area_under_roc_curve 0.5625 [0.5625,0.5625] area_under_roc_curve 1 [1,1] area_under_roc_curve 0.8125 [0.8125,0.8125] area_under_roc_curve 0.777778 [0.777778,0.777778] area_under_roc_curve 0.333333 [0.333333,0.333333] area_under_roc_curve 0.666667 [0.666667,0.666667] area_under_roc_curve 0.888889 [0.888889,0.888889] average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 average_cost 0 f_measure 0.814815 [0.888889,0.666667] f_measure 1 [1,1] f_measure 0.814815 [0.888889,0.666667] f_measure 0.514286 [0.571429,0.4] f_measure 0.666667 [0.666667,0.666667] f_measure 0.814815 [0.888889,0.666667] f_measure 0.828571 [0.8,0.857143] f_measure 0.142857 [0,0.285714] f_measure 0.828571 [0.857143,0.8] f_measure 0.828571 [0.8,0.857143] kappa 0.571429 kappa 1 kappa 0.571429 kappa 0 kappa 0.4 kappa 0.571429 kappa 0.666667 kappa -0.666667 kappa 0.666667 kappa 0.666667 kb_relative_information_score 2.770248 kb_relative_information_score 2.849053 kb_relative_information_score 2.11343 kb_relative_information_score 0.036174 kb_relative_information_score 2.27598 kb_relative_information_score 2.714125 kb_relative_information_score 2.16296 kb_relative_information_score -3.448584 kb_relative_information_score 2.944564 kb_relative_information_score 3.02305 mean_absolute_error 0.249007 mean_absolute_error 0.262937 mean_absolute_error 0.312302 mean_absolute_error 0.444189 mean_absolute_error 0.291942 mean_absolute_error 0.257258 mean_absolute_error 0.341197 mean_absolute_error 0.754861 mean_absolute_error 0.286454 mean_absolute_error 0.284046 mean_prior_absolute_error 0.467742 mean_prior_absolute_error 0.467742 mean_prior_absolute_error 0.467742 mean_prior_absolute_error 0.467742 mean_prior_absolute_error 0.467742 mean_prior_absolute_error 0.467742 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 6 [4,2] number_of_instances 6 [4,2] number_of_instances 6 [4,2] number_of_instances 6 [4,2] number_of_instances 6 [4,2] number_of_instances 6 [4,2] number_of_instances 6 [3,3] number_of_instances 6 [3,3] number_of_instances 6 [3,3] number_of_instances 6 [3,3] precision 0.866667 [0.8,1] precision 1 [1,1] precision 0.866667 [0.8,1] precision 0.555556 [0.666667,0.333333] precision 0.833333 [1,0.5] precision 0.866667 [0.8,1] precision 0.875 [1,0.75] precision 0.125 [0,0.25] precision 0.875 [0.75,1] precision 0.875 [1,0.75] predictive_accuracy 0.833333 predictive_accuracy 1 predictive_accuracy 0.833333 predictive_accuracy 0.5 predictive_accuracy 0.666667 predictive_accuracy 0.833333 predictive_accuracy 0.833333 predictive_accuracy 0.166667 predictive_accuracy 0.833333 predictive_accuracy 0.833333 prior_entropy 0.972806 prior_entropy 0.972806 prior_entropy 0.972806 prior_entropy 0.972806 prior_entropy 0.972806 prior_entropy 0.972806 prior_entropy 0.972806 prior_entropy 0.972806 prior_entropy 0.972806 prior_entropy 0.972806 recall 0.833333 [1,0.5] recall 1 [1,1] recall 0.833333 [1,0.5] recall 0.5 [0.5,0.5] recall 0.666667 [0.5,1] recall 0.833333 [1,0.5] recall 0.833333 [0.666667,1] recall 0.166667 [0,0.333333] recall 0.833333 [1,0.666667] recall 0.833333 [0.666667,1] relative_absolute_error 0.532361 relative_absolute_error 0.562141 relative_absolute_error 0.667679 relative_absolute_error 0.949647 relative_absolute_error 0.624151 relative_absolute_error 0.550001 relative_absolute_error 0.682395 relative_absolute_error 1.509722 relative_absolute_error 0.572909 relative_absolute_error 0.568091 root_mean_prior_squared_error 0.476558 root_mean_prior_squared_error 0.476558 root_mean_prior_squared_error 0.476558 root_mean_prior_squared_error 0.476558 root_mean_prior_squared_error 0.476558 root_mean_prior_squared_error 0.476558 root_mean_prior_squared_error 0.509279 root_mean_prior_squared_error 0.509279 root_mean_prior_squared_error 0.509279 root_mean_prior_squared_error 0.509279 root_mean_squared_error 0.41023 root_mean_squared_error 0.305179 root_mean_squared_error 0.442685 root_mean_squared_error 0.613778 root_mean_squared_error 0.343656 root_mean_squared_error 0.35907 root_mean_squared_error 0.459799 root_mean_squared_error 0.831357 root_mean_squared_error 0.451507 root_mean_squared_error 0.349966 root_relative_squared_error 0.860819 root_relative_squared_error 0.640382 root_relative_squared_error 0.928923 root_relative_squared_error 1.287941 root_relative_squared_error 0.721121 root_relative_squared_error 0.753467 root_relative_squared_error 0.902843 root_relative_squared_error 1.632419 root_relative_squared_error 0.886561 root_relative_squared_error 0.687178 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 total_cost 0 usercpu_time_millis 0 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.6001 usercpu_time_millis 15.6001 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 15.6001 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.6001 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0