531199 939 Martijn Post 3658 Supervised Classification predictive_accuracy 2048 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(4) 2701 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.J48 -- -C 0.25 -M 2 C 0.25 1720 M 2 1720 W weka.classifiers.trees.J48 2048 study_15 study_20 weka weka_3.7.13 793 fri_c3_250_10 https://www.openml.org/data/download/53327/fri_c3_250_10.arff -1 1815016 description https://api.openml.org/data/download/1815016/weka_generated_run5801151767287157604.xml -1 1815018 model_readable https://api.openml.org/data/download/1815018/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier7876231574294469198.model -1 1815017 model_serialized https://api.openml.org/data/download/1815017/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier4066552119581822241.model -1 1815019 predictions https://api.openml.org/data/download/1815019/weka_generated_predictions8090273865684695445.arff area_under_roc_curve 0.882705 [0.882705,0.882705] average_cost 0 f_measure 0.867853 [0.854626,0.879121] kappa 0.733785 kb_relative_information_score 174.237985 mean_absolute_error 0.155849 mean_prior_absolute_error 0.496825 number_of_instances 250 [115,135] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1] precision 0.867958 [0.866071,0.869565] predictive_accuracy 0.868 prior_entropy 0.995452 recall 0.868 [0.843478,0.888889] relative_absolute_error 0.313689 root_mean_prior_squared_error 0.498398 root_mean_squared_error 0.34244 root_relative_squared_error 0.687083 scimark_benchmark 1838.882558 [1081.364291285204, 1483.414142585032, 835.9220098158099, 1761.7203883306604, 4031.991960362729] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.938312 [0.938312,0.938312] area_under_roc_curve 0.915584 [0.915584,0.915584] area_under_roc_curve 0.996753 [0.996753,0.996753] area_under_roc_curve 0.925325 [0.925325,0.925325] area_under_roc_curve 0.883117 [0.883117,0.883117] area_under_roc_curve 0.759615 [0.759615,0.759615] area_under_roc_curve 0.900641 [0.900641,0.900641] area_under_roc_curve 0.721154 [0.721154,0.721154] area_under_roc_curve 0.884615 [0.884615,0.884615] area_under_roc_curve 0.833333 [0.833333,0.833333] 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 0.92 [0.909091,0.928571] f_measure 0.879212 [0.857143,0.896552] f_measure 0.960129 [0.956522,0.962963] f_measure 0.92 [0.909091,0.928571] f_measure 0.880386 [0.869565,0.888889] f_measure 0.757662 [0.727273,0.785714] f_measure 0.839487 [0.846154,0.833333] f_measure 0.796059 [0.761905,0.827586] f_measure 0.88 [0.88,0.88] f_measure 0.838442 [0.818182,0.857143] kappa 0.837662 kappa 0.754098 kappa 0.919614 kappa 0.837662 kappa 0.758842 kappa 0.516129 kappa 0.681529 kappa 0.595469 kappa 0.760383 kappa 0.677419 kb_relative_information_score 19.292463 kb_relative_information_score 17.406365 kb_relative_information_score 22.181325 kb_relative_information_score 18.981524 kb_relative_information_score 17.718075 kb_relative_information_score 12.733719 kb_relative_information_score 18.117633 kb_relative_information_score 14.082163 kb_relative_information_score 18.337225 kb_relative_information_score 15.387494 mean_absolute_error 0.119273 mean_absolute_error 0.157143 mean_absolute_error 0.057949 mean_absolute_error 0.128057 mean_absolute_error 0.146963 mean_absolute_error 0.247993 mean_absolute_error 0.138079 mean_absolute_error 0.225074 mean_absolute_error 0.139 mean_absolute_error 0.198958 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.495238 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 mean_prior_absolute_error 0.498413 number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [11,14] number_of_instances 25 [12,13] number_of_instances 25 [12,13] number_of_instances 25 [12,13] number_of_instances 25 [12,13] number_of_instances 25 [12,13] precision 0.92 [0.909091,0.928571] precision 0.881333 [0.9,0.866667] precision 0.963333 [0.916667,1] precision 0.92 [0.909091,0.928571] precision 0.88359 [0.833333,0.923077] precision 0.765333 [0.8,0.733333] precision 0.84987 [0.785714,0.909091] precision 0.816667 [0.888889,0.75] precision 0.882821 [0.846154,0.916667] precision 0.848 [0.9,0.8] predictive_accuracy 0.92 predictive_accuracy 0.88 predictive_accuracy 0.96 predictive_accuracy 0.92 predictive_accuracy 0.88 predictive_accuracy 0.76 predictive_accuracy 0.84 predictive_accuracy 0.8 predictive_accuracy 0.88 predictive_accuracy 0.84 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 prior_entropy 0.995452 recall 0.92 [0.909091,0.928571] recall 0.88 [0.818182,0.928571] recall 0.96 [1,0.928571] recall 0.92 [0.909091,0.928571] recall 0.88 [0.909091,0.857143] recall 0.76 [0.666667,0.846154] recall 0.84 [0.916667,0.769231] recall 0.8 [0.666667,0.923077] recall 0.88 [0.916667,0.846154] recall 0.84 [0.75,0.923077] relative_absolute_error 0.240839 relative_absolute_error 0.317308 relative_absolute_error 0.117012 relative_absolute_error 0.258578 relative_absolute_error 0.296752 relative_absolute_error 0.497565 relative_absolute_error 0.277038 relative_absolute_error 0.451581 relative_absolute_error 0.278886 relative_absolute_error 0.399183 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.496803 root_mean_prior_squared_error 0.499987 root_mean_prior_squared_error 0.499987 root_mean_prior_squared_error 0.499987 root_mean_prior_squared_error 0.499987 root_mean_prior_squared_error 0.499987 root_mean_squared_error 0.274732 root_mean_squared_error 0.322889 root_mean_squared_error 0.152616 root_mean_squared_error 0.275633 root_mean_squared_error 0.332964 root_mean_squared_error 0.468185 root_mean_squared_error 0.332851 root_mean_squared_error 0.437027 root_mean_squared_error 0.320505 root_mean_squared_error 0.398855 root_relative_squared_error 0.553 root_relative_squared_error 0.649934 root_relative_squared_error 0.307197 root_relative_squared_error 0.554815 root_relative_squared_error 0.670215 root_relative_squared_error 0.936393 root_relative_squared_error 0.665719 root_relative_squared_error 0.874075 root_relative_squared_error 0.641026 root_relative_squared_error 0.797731 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 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 15.6001 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 15.6001