32946 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 524 weka.Bagging_JRip(2) 772 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 160 -W weka.classifiers.rules.JRip -- -F 3 -N 2.0 -O 2 -S 1 I 160 524 P 100 524 S 1 524 W weka.classifiers.rules.JRip 524 num-slots 1 524 F 3 390 N 2.0 390 O 2 390 S 1 390 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 82519 description https://api.openml.org/data/download/82519/weka_generated_run8673409947973054605.xml -1 82522 model_readable https://api.openml.org/data/download/82522/WekaModel_weka.classifiers.meta.Bagging5613774116932954715.model -1 82521 model_serialized https://api.openml.org/data/download/82521/WekaSerialized_weka.classifiers.meta.Bagging4492464721637577014.model -1 82520 predictions https://api.openml.org/data/download/82520/weka_generated_predictions6379651034838542332.arff area_under_roc_curve 0.928703 [0.928703,0.928703] average_cost 0 build_cpu_time 1.8121 build_memory 467318132.8 f_measure 0.864538 [0.85,0.87619] kappa 0.726249 kb_relative_information_score 2134.703649 mean_absolute_error 0.201835 mean_prior_absolute_error 0.493952 number_of_instances 3450 [1535,1915] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.865092 [0.836593,0.887936] predictive_accuracy 0.864348 prior_entropy 0.991282 recall 0.864348 [0.863844,0.864752] relative_absolute_error 0.408613 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.313051 root_relative_squared_error 0.629935 scimark_benchmark 945.495392 [563.5672451942526, 1014.4538012229739, 482.7975877024999, 905.506050870866, 1761.152276377127] total_cost 0 area_under_roc_curve 0.946929 [0.946929,0.946929] area_under_roc_curve 0.941959 [0.941959,0.941959] area_under_roc_curve 0.912837 [0.912837,0.912837] area_under_roc_curve 0.927713 [0.927713,0.927713] area_under_roc_curve 0.925245 [0.925245,0.925245] area_under_roc_curve 0.919732 [0.919732,0.919732] area_under_roc_curve 0.922707 [0.922707,0.922707] area_under_roc_curve 0.953458 [0.953458,0.953458] area_under_roc_curve 0.939723 [0.939723,0.939723] area_under_roc_curve 0.938176 [0.938176,0.938176] 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 build_cpu_time 2.214 build_cpu_time 1.935 build_cpu_time 1.641 build_cpu_time 1.641 build_cpu_time 1.67 build_cpu_time 1.861 build_cpu_time 1.682 build_cpu_time 1.838 build_cpu_time 1.853 build_cpu_time 1.786 build_memory 478014880 build_memory 514255056 build_memory 401209464 build_memory 462050680 build_memory 487804880 build_memory 485796280 build_memory 415459576 build_memory 446621040 build_memory 453656400 build_memory 528313072 f_measure 0.872375 [0.855263,0.88601] f_measure 0.878406 [0.864516,0.889474] f_measure 0.849528 [0.833333,0.862434] f_measure 0.863722 [0.845902,0.877922] f_measure 0.849592 [0.834395,0.861702] f_measure 0.832288 [0.826347,0.837079] f_measure 0.861025 [0.846154,0.873016] f_measure 0.881321 [0.86901,0.891247] f_measure 0.878333 [0.864516,0.889474] f_measure 0.87818 [0.862745,0.890625] kappa 0.741282 kappa 0.754023 kappa 0.69586 kappa 0.723826 kappa 0.696262 kappa 0.665329 kappa 0.719208 kappa 0.760307 kappa 0.753998 kappa 0.753378 kb_relative_information_score 212.785801 kb_relative_information_score 217.255568 kb_relative_information_score 210.85802 kb_relative_information_score 211.583988 kb_relative_information_score 214.532343 kb_relative_information_score 206.850389 kb_relative_information_score 214.525636 kb_relative_information_score 217.328585 kb_relative_information_score 215.63622 kb_relative_information_score 213.347097 mean_absolute_error 0.204348 mean_absolute_error 0.198756 mean_absolute_error 0.20277 mean_absolute_error 0.204192 mean_absolute_error 0.196494 mean_absolute_error 0.207335 mean_absolute_error 0.198924 mean_absolute_error 0.200252 mean_absolute_error 0.200916 mean_absolute_error 0.204364 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.493792 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 mean_prior_absolute_error 0.494111 number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [153,192] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] number_of_instances 345 [154,191] precision 0.872345 [0.860927,0.881443] precision 0.878788 [0.853503,0.898936] precision 0.850297 [0.81761,0.876344] precision 0.86369 [0.848684,0.875648] precision 0.850824 [0.813665,0.880435] precision 0.842161 [0.766667,0.90303] precision 0.861413 [0.835443,0.882353] precision 0.881853 [0.855346,0.903226] precision 0.878465 [0.858974,0.89418] precision 0.878159 [0.868421,0.88601] predictive_accuracy 0.872464 predictive_accuracy 0.878261 predictive_accuracy 0.849275 predictive_accuracy 0.863768 predictive_accuracy 0.849275 predictive_accuracy 0.831884 predictive_accuracy 0.86087 predictive_accuracy 0.881159 predictive_accuracy 0.878261 predictive_accuracy 0.878261 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 prior_entropy 0.991282 recall 0.872464 [0.849673,0.890625] recall 0.878261 [0.875817,0.880208] recall 0.849275 [0.849673,0.848958] recall 0.863768 [0.843137,0.880208] recall 0.849275 [0.856209,0.84375] recall 0.831884 [0.896104,0.780105] recall 0.86087 [0.857143,0.863874] recall 0.881159 [0.883117,0.879581] recall 0.878261 [0.87013,0.884817] recall 0.878261 [0.857143,0.895288] relative_absolute_error 0.413834 relative_absolute_error 0.402509 relative_absolute_error 0.410637 relative_absolute_error 0.413518 relative_absolute_error 0.397929 relative_absolute_error 0.419612 relative_absolute_error 0.402591 relative_absolute_error 0.405278 relative_absolute_error 0.406622 relative_absolute_error 0.413599 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.496798 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_prior_squared_error 0.497118 root_mean_squared_error 0.299552 root_mean_squared_error 0.296228 root_mean_squared_error 0.333604 root_mean_squared_error 0.318605 root_mean_squared_error 0.327725 root_mean_squared_error 0.336941 root_mean_squared_error 0.32446 root_mean_squared_error 0.286877 root_mean_squared_error 0.301174 root_mean_squared_error 0.300857 root_relative_squared_error 0.602966 root_relative_squared_error 0.596276 root_relative_squared_error 0.671509 root_relative_squared_error 0.641317 root_relative_squared_error 0.659675 root_relative_squared_error 0.677788 root_relative_squared_error 0.652682 root_relative_squared_error 0.57708 root_relative_squared_error 0.60584 root_relative_squared_error 0.605202 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