75010 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 532 weka.Bagging_RandomForest(2) 808 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.trees.RandomForest -- -I 100 -K 0 -S 1 -num-slots 1 I 10 532 P 100 532 S 1 532 W weka.classifiers.trees.RandomForest 532 num-slots 1 532 I 100 391 K 0 391 S 1 391 num-slots 1 391 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 216088 description https://api.openml.org/data/download/216088/weka_generated_run4460856539830381154.xml -1 216091 model_readable https://api.openml.org/data/download/216091/WekaModel_weka.classifiers.meta.Bagging6868104432808328291.model -1 216090 model_serialized https://api.openml.org/data/download/216090/WekaSerialized_weka.classifiers.meta.Bagging2338536788537358952.model -1 216089 predictions https://api.openml.org/data/download/216089/weka_generated_predictions22770258602513165.arff area_under_roc_curve 0.921638 [0.921638,0.921638] average_cost 0 build_cpu_time 0.6176 build_memory 1016182163.2 f_measure 0.85934 [0.84114,0.873928] kappa 0.715075 kb_relative_information_score 1801.754883 mean_absolute_error 0.256098 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 0.859301 [0.84585,0.870083] predictive_accuracy 0.85942 prior_entropy 0.991282 recall 0.85942 [0.836482,0.877807] relative_absolute_error 0.518469 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.332712 root_relative_squared_error 0.669497 scimark_benchmark 926.972693 [559.5895355675501, 1008.3490290617938, 475.107003774767, 856.9597865066463, 1734.8581099187907] total_cost 0 area_under_roc_curve 0.920479 [0.920479,0.920479] area_under_roc_curve 0.923203 [0.923203,0.923203] area_under_roc_curve 0.917756 [0.917756,0.917756] area_under_roc_curve 0.921637 [0.921637,0.921637] area_under_roc_curve 0.921194 [0.921194,0.921194] area_under_roc_curve 0.906745 [0.906745,0.906745] area_under_roc_curve 0.914089 [0.914089,0.914089] area_under_roc_curve 0.948154 [0.948154,0.948154] area_under_roc_curve 0.926498 [0.926498,0.926498] area_under_roc_curve 0.932345 [0.932345,0.932345] 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 1.132 build_cpu_time 0.584 build_cpu_time 0.536 build_cpu_time 0.548 build_cpu_time 0.554 build_cpu_time 0.507 build_cpu_time 0.527 build_cpu_time 0.587 build_cpu_time 0.607 build_cpu_time 0.594 build_memory 835848768 build_memory 1407355752 build_memory 836852600 build_memory 1419740848 build_memory 948182960 build_memory 1104162256 build_memory 570744160 build_memory 1135127296 build_memory 672734512 build_memory 1231072480 f_measure 0.859449 [0.832168,0.881188] f_measure 0.851627 [0.828283,0.870229] f_measure 0.858176 [0.842444,0.870712] f_measure 0.85758 [0.83612,0.87468] f_measure 0.858241 [0.84345,0.870027] f_measure 0.838149 [0.828221,0.846154] f_measure 0.841 [0.82866,0.850949] f_measure 0.889516 [0.873333,0.902564] f_measure 0.869678 [0.855305,0.881266] f_measure 0.868368 [0.844291,0.887781] kappa 0.714345 kappa 0.698721 kappa 0.713217 kappa 0.710922 kappa 0.713596 kappa 0.675261 kappa 0.680065 kappa 0.77602 kappa 0.736592 kappa 0.732903 kb_relative_information_score 169.977641 kb_relative_information_score 170.111319 kb_relative_information_score 180.190127 kb_relative_information_score 178.934449 kb_relative_information_score 184.510477 kb_relative_information_score 177.484859 kb_relative_information_score 192.280692 kb_relative_information_score 187.912865 kb_relative_information_score 176.919189 kb_relative_information_score 183.433265 mean_absolute_error 0.270421 mean_absolute_error 0.272062 mean_absolute_error 0.255373 mean_absolute_error 0.257686 mean_absolute_error 0.248064 mean_absolute_error 0.257604 mean_absolute_error 0.235404 mean_absolute_error 0.248364 mean_absolute_error 0.263456 mean_absolute_error 0.252549 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 0.864065 [0.894737,0.839623] precision 0.852263 [0.854167,0.850746] precision 0.858743 [0.829114,0.882353] precision 0.857907 [0.856164,0.859296] precision 0.859219 [0.825,0.886486] precision 0.843175 [0.784884,0.890173] precision 0.843806 [0.796407,0.882022] precision 0.890153 [0.89726,0.884422] precision 0.869923 [0.847134,0.888298] precision 0.872654 [0.903704,0.847619] predictive_accuracy 0.86087 predictive_accuracy 0.852174 predictive_accuracy 0.857971 predictive_accuracy 0.857971 predictive_accuracy 0.857971 predictive_accuracy 0.837681 predictive_accuracy 0.84058 predictive_accuracy 0.889855 predictive_accuracy 0.869565 predictive_accuracy 0.869565 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 0.86087 [0.777778,0.927083] recall 0.852174 [0.803922,0.890625] recall 0.857971 [0.856209,0.859375] recall 0.857971 [0.816993,0.890625] recall 0.857971 [0.862745,0.854167] recall 0.837681 [0.876623,0.806283] recall 0.84058 [0.863636,0.82199] recall 0.889855 [0.850649,0.921466] recall 0.869565 [0.863636,0.874346] recall 0.869565 [0.792208,0.931937] relative_absolute_error 0.54764 relative_absolute_error 0.550965 relative_absolute_error 0.517167 relative_absolute_error 0.521851 relative_absolute_error 0.502366 relative_absolute_error 0.521348 relative_absolute_error 0.47642 relative_absolute_error 0.502648 relative_absolute_error 0.533193 relative_absolute_error 0.511118 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 0.342886 root_mean_squared_error 0.337722 root_mean_squared_error 0.336325 root_mean_squared_error 0.334486 root_mean_squared_error 0.333622 root_mean_squared_error 0.345516 root_mean_squared_error 0.330199 root_mean_squared_error 0.31066 root_mean_squared_error 0.329186 root_mean_squared_error 0.325207 root_relative_squared_error 0.690192 root_relative_squared_error 0.679798 root_relative_squared_error 0.676986 root_relative_squared_error 0.673284 root_relative_squared_error 0.671544 root_relative_squared_error 0.695039 root_relative_squared_error 0.664227 root_relative_squared_error 0.624922 root_relative_squared_error 0.66219 root_relative_squared_error 0.654185 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