541832 939 Martijn Post 3798 Supervised Classification predictive_accuracy 2054 weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_REPTree(4) 4113 weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.CfsSubsetEval -P 1 -E 1" -S "weka.attributeSelection.BestFirst -D 1 -N 5" -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 M 2 1724 V 0.001 1724 N 3 1724 S 1 1724 L -1 1724 I 0.0 1724 W weka.classifiers.trees.REPTree 2054 study_15 study_20 weka weka_3.7.13 935 fri_c1_250_10 https://www.openml.org/data/download/53469/fri_c1_250_10.arff -1 1848359 description https://api.openml.org/data/download/1848359/weka_generated_run5958478743035346017.xml -1 1848361 model_readable https://api.openml.org/data/download/1848361/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier3748447638368034133.model -1 1848360 model_serialized https://api.openml.org/data/download/1848360/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier2161997081242363654.model -1 1848362 predictions https://api.openml.org/data/download/1848362/weka_generated_predictions77492368414059801.arff area_under_roc_curve 0.851429 [0.851429,0.851429] average_cost 0 f_measure 0.851761 [0.829493,0.869258] kappa 0.698795 kb_relative_information_score 146.050028 mean_absolute_error 0.219494 mean_prior_absolute_error 0.492857 number_of_instances 250 [110,140] os_information [Oracle Corporation, 1.8.0_66, amd64, Windows 7, 6.1] precision 0.851772 [0.841121,0.86014] predictive_accuracy 0.852 prior_entropy 0.989753 recall 0.852 [0.818182,0.878571] relative_absolute_error 0.445349 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.364185 root_relative_squared_error 0.73367 scimark_benchmark 1870.793213 [1186.9620309782829, 1562.8182849978705, 857.2788622324232, 1859.836817792809, 3887.0700672906046] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.769481 [0.769481,0.769481] area_under_roc_curve 0.857143 [0.857143,0.857143] area_under_roc_curve 0.905844 [0.905844,0.905844] area_under_roc_curve 0.772727 [0.772727,0.772727] area_under_roc_curve 0.935065 [0.935065,0.935065] area_under_roc_curve 0.909091 [0.909091,0.909091] area_under_roc_curve 0.863636 [0.863636,0.863636] area_under_roc_curve 0.827922 [0.827922,0.827922] area_under_roc_curve 0.863636 [0.863636,0.863636] area_under_roc_curve 0.792208 [0.792208,0.792208] 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 0.760769 [0.75,0.769231] f_measure 0.880386 [0.869565,0.888889] f_measure 0.918667 [0.9,0.933333] f_measure 0.798686 [0.761905,0.827586] f_measure 0.918667 [0.9,0.933333] f_measure 0.879212 [0.857143,0.896552] f_measure 0.84 [0.818182,0.857143] f_measure 0.800644 [0.782609,0.814815] f_measure 0.880386 [0.869565,0.888889] f_measure 0.837333 [0.8,0.866667] kappa 0.522293 kappa 0.758842 kappa 0.834437 kappa 0.590164 kappa 0.834437 kappa 0.754098 kappa 0.675325 kappa 0.598071 kappa 0.758842 kappa 0.668874 kb_relative_information_score 9.975526 kb_relative_information_score 16.775249 kb_relative_information_score 17.132822 kb_relative_information_score 13.003895 kb_relative_information_score 17.377588 kb_relative_information_score 15.416741 kb_relative_information_score 14.509019 kb_relative_information_score 11.964954 kb_relative_information_score 16.083125 kb_relative_information_score 13.811109 mean_absolute_error 0.309208 mean_absolute_error 0.172983 mean_absolute_error 0.17577 mean_absolute_error 0.246845 mean_absolute_error 0.170209 mean_absolute_error 0.202665 mean_absolute_error 0.219728 mean_absolute_error 0.271746 mean_absolute_error 0.190548 mean_absolute_error 0.235233 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 mean_prior_absolute_error 0.492857 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 [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] precision 0.771282 [0.692308,0.833333] precision 0.88359 [0.833333,0.923077] precision 0.93 [1,0.875] precision 0.8 [0.8,0.8] precision 0.93 [1,0.875] precision 0.881333 [0.9,0.866667] precision 0.84 [0.818182,0.857143] precision 0.803846 [0.75,0.846154] precision 0.88359 [0.833333,0.923077] precision 0.846111 [0.888889,0.8125] predictive_accuracy 0.76 predictive_accuracy 0.88 predictive_accuracy 0.92 predictive_accuracy 0.8 predictive_accuracy 0.92 predictive_accuracy 0.88 predictive_accuracy 0.84 predictive_accuracy 0.8 predictive_accuracy 0.88 predictive_accuracy 0.84 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 prior_entropy 0.989753 recall 0.76 [0.818182,0.714286] recall 0.88 [0.909091,0.857143] recall 0.92 [0.818182,1] recall 0.8 [0.727273,0.857143] recall 0.92 [0.818182,1] recall 0.88 [0.818182,0.928571] recall 0.84 [0.818182,0.857143] recall 0.8 [0.818182,0.785714] recall 0.88 [0.909091,0.857143] recall 0.84 [0.727273,0.928571] relative_absolute_error 0.627378 relative_absolute_error 0.35098 relative_absolute_error 0.356636 relative_absolute_error 0.500846 relative_absolute_error 0.345352 relative_absolute_error 0.411204 relative_absolute_error 0.445825 relative_absolute_error 0.551369 relative_absolute_error 0.386619 relative_absolute_error 0.477285 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_prior_squared_error 0.496387 root_mean_squared_error 0.455884 root_mean_squared_error 0.336703 root_mean_squared_error 0.278445 root_mean_squared_error 0.420104 root_mean_squared_error 0.270587 root_mean_squared_error 0.316401 root_mean_squared_error 0.372632 root_mean_squared_error 0.408788 root_mean_squared_error 0.345583 root_mean_squared_error 0.390346 root_relative_squared_error 0.918404 root_relative_squared_error 0.678306 root_relative_squared_error 0.560943 root_relative_squared_error 0.846323 root_relative_squared_error 0.545112 root_relative_squared_error 0.637407 root_relative_squared_error 0.750689 root_relative_squared_error 0.823527 root_relative_squared_error 0.696196 root_relative_squared_error 0.786374 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 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_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 0