556478 939 Martijn Post 3642 Supervised Classification predictive_accuracy 3461 weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_AdaBoostM1(1) 5773 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.meta.AdaBoostM1 -- -P 100 -S 1 -I 100 -W weka.classifiers.trees.DecisionStump T -1.7976931348623157E308 2118 N -1 2118 S weka.attributeSelection.Ranker 3461 W weka.classifiers.meta.AdaBoostM1 3461 P 100 3462 S 1 3462 I 100 3462 W weka.classifiers.trees.DecisionStump 3462 weka weka_3.7.13 776 fri_c0_250_5 https://www.openml.org/data/download/53310/fri_c0_250_5.arff -1 1916508 description https://api.openml.org/data/download/1916508/weka_generated_run8719008451883316786.xml -1 1916510 model_readable https://api.openml.org/data/download/1916510/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier3514416955543286025.model -1 1916509 model_serialized https://api.openml.org/data/download/1916509/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier6759964891512798870.model -1 1916511 predictions https://api.openml.org/data/download/1916511/weka_generated_predictions357052773343462448.arff area_under_roc_curve 0.931328 [0.931328,0.931328] average_cost 0 f_measure 0.863965 [0.861789,0.866142] kappa 0.728 kb_relative_information_score 170.236364 mean_absolute_error 0.165519 mean_prior_absolute_error 0.5 number_of_instances 250 [125,125] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 10, 10.0] precision 0.864373 [0.876033,0.852713] predictive_accuracy 0.864 prior_entropy 1 recall 0.864 [0.848,0.88] relative_absolute_error 0.331037 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.329642 root_relative_squared_error 0.659285 scimark_benchmark 1744.865206 [1052.9674971805453, 1396.3442135204984, 796.8398928435498, 1686.8983051584405, 3791.2761220334564] total_cost 0 usercpu_time_millis 31.25 usercpu_time_millis_testing 0 usercpu_time_millis_training 31.25 area_under_roc_curve 0.967949 [0.967949,0.967949] area_under_roc_curve 0.897436 [0.897436,0.897436] area_under_roc_curve 0.923077 [0.923077,0.923077] area_under_roc_curve 0.980769 [0.980769,0.980769] area_under_roc_curve 0.891026 [0.891026,0.891026] area_under_roc_curve 0.987179 [0.987179,0.987179] area_under_roc_curve 0.903846 [0.903846,0.903846] area_under_roc_curve 0.897436 [0.897436,0.897436] area_under_roc_curve 0.948718 [0.948718,0.948718] area_under_roc_curve 0.948718 [0.948718,0.948718] 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 0.84 [0.846154,0.833333] f_measure 0.799356 [0.814815,0.782609] f_measure 0.8 [0.8,0.8] f_measure 0.96 [0.96,0.96] f_measure 0.838442 [0.857143,0.818182] f_measure 0.919221 [0.909091,0.928571] f_measure 0.88 [0.88,0.88] f_measure 0.757662 [0.727273,0.785714] f_measure 0.879614 [0.869565,0.888889] f_measure 0.959871 [0.956522,0.962963] kappa 0.679487 kappa 0.598071 kappa 0.600639 kappa 0.920128 kappa 0.677419 kappa 0.83871 kappa 0.760383 kappa 0.516129 kappa 0.758842 kappa 0.919614 kb_relative_information_score 17.75575 kb_relative_information_score 15.033475 kb_relative_information_score 14.757703 kb_relative_information_score 21.0593 kb_relative_information_score 14.258698 kb_relative_information_score 19.116693 kb_relative_information_score 16.367748 kb_relative_information_score 12.977938 kb_relative_information_score 18.986531 kb_relative_information_score 19.922527 mean_absolute_error 0.147637 mean_absolute_error 0.200848 mean_absolute_error 0.207679 mean_absolute_error 0.088622 mean_absolute_error 0.220767 mean_absolute_error 0.124049 mean_absolute_error 0.183456 mean_absolute_error 0.242731 mean_absolute_error 0.123577 mean_absolute_error 0.115822 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 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 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [13,12] number_of_instances 25 [13,12] 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 0.84 [0.846154,0.833333] precision 0.801299 [0.785714,0.818182] precision 0.802564 [0.833333,0.769231] precision 0.963077 [1,0.923077] precision 0.848 [0.8,0.9] precision 0.930667 [1,0.866667] precision 0.882821 [0.846154,0.916667] precision 0.765333 [0.8,0.733333] precision 0.882078 [0.909091,0.857143] precision 0.962857 [1,0.928571] predictive_accuracy 0.84 predictive_accuracy 0.8 predictive_accuracy 0.8 predictive_accuracy 0.96 predictive_accuracy 0.84 predictive_accuracy 0.92 predictive_accuracy 0.88 predictive_accuracy 0.76 predictive_accuracy 0.88 predictive_accuracy 0.96 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 recall 0.84 [0.846154,0.833333] recall 0.8 [0.846154,0.75] recall 0.8 [0.769231,0.833333] recall 0.96 [0.923077,1] recall 0.84 [0.923077,0.75] recall 0.92 [0.833333,1] recall 0.88 [0.916667,0.846154] recall 0.76 [0.666667,0.846154] recall 0.88 [0.833333,0.923077] recall 0.96 [0.916667,1] relative_absolute_error 0.295274 relative_absolute_error 0.401697 relative_absolute_error 0.415358 relative_absolute_error 0.177243 relative_absolute_error 0.441534 relative_absolute_error 0.248098 relative_absolute_error 0.366913 relative_absolute_error 0.485463 relative_absolute_error 0.247153 relative_absolute_error 0.231644 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.274658 root_mean_squared_error 0.40631 root_mean_squared_error 0.380417 root_mean_squared_error 0.211416 root_mean_squared_error 0.392102 root_mean_squared_error 0.255276 root_mean_squared_error 0.341937 root_mean_squared_error 0.431696 root_mean_squared_error 0.28226 root_mean_squared_error 0.234177 root_relative_squared_error 0.549315 root_relative_squared_error 0.81262 root_relative_squared_error 0.760835 root_relative_squared_error 0.422833 root_relative_squared_error 0.784205 root_relative_squared_error 0.510552 root_relative_squared_error 0.683873 root_relative_squared_error 0.863392 root_relative_squared_error 0.564519 root_relative_squared_error 0.468354 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 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 46.875 usercpu_time_millis 31.25 usercpu_time_millis 31.25 usercpu_time_millis 31.25 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 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 46.875 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25 usercpu_time_millis_training 31.25