50304 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 527 weka.Bagging_LMT(2) 784 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 80 -W weka.classifiers.trees.LMT -- -I -1 -M 15 -W 0.0 I 80 527 P 100 527 S 1 527 W weka.classifiers.trees.LMT 527 num-slots 1 527 I -1 412 M 15 412 W 0.0 412 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 131920 description https://api.openml.org/data/download/131920/weka_generated_run8587225287099531251.xml -1 131923 model_readable https://api.openml.org/data/download/131923/WekaModel_weka.classifiers.meta.Bagging651707573380994861.model -1 131922 model_serialized https://api.openml.org/data/download/131922/WekaSerialized_weka.classifiers.meta.Bagging1797633340710839035.model -1 131921 predictions https://api.openml.org/data/download/131921/weka_generated_predictions2568173162308780119.arff area_under_roc_curve 0.916417 [0.916417,0.916417] average_cost 0 build_cpu_time 25.8876 build_memory 121545020.8 f_measure 0.850584 [0.833763,0.864067] kappa 0.69786 kb_relative_information_score 2157.248353 mean_absolute_error 0.192983 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 0.850899 [0.824729,0.871877] predictive_accuracy 0.850435 prior_entropy 0.991282 recall 0.850435 [0.842997,0.856397] relative_absolute_error 0.390692 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.333134 root_relative_squared_error 0.670347 scimark_benchmark 943.863329 [557.6216842393322, 1014.9881711071126, 483.449727694041, 908.3298941433044, 1754.9271701211055] total_cost 0 area_under_roc_curve 0.928036 [0.928036,0.928036] area_under_roc_curve 0.926675 [0.926675,0.926675] area_under_roc_curve 0.904344 [0.904344,0.904344] area_under_roc_curve 0.919373 [0.919373,0.919373] area_under_roc_curve 0.905739 [0.905739,0.905739] area_under_roc_curve 0.88825 [0.88825,0.88825] area_under_roc_curve 0.913987 [0.913987,0.913987] area_under_roc_curve 0.936051 [0.936051,0.936051] area_under_roc_curve 0.929625 [0.929625,0.929625] area_under_roc_curve 0.926124 [0.926124,0.926124] 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 27.151 build_cpu_time 27.198 build_cpu_time 24.583 build_cpu_time 25.051 build_cpu_time 25.405 build_cpu_time 24.478 build_cpu_time 24.204 build_cpu_time 29.028 build_cpu_time 24.97 build_cpu_time 26.808 build_memory 246792472 build_memory 58214304 build_memory 92718544 build_memory 99003160 build_memory 51076768 build_memory 271902336 build_memory 113726632 build_memory 114914128 build_memory 124055936 build_memory 43045928 f_measure 0.848642 [0.824324,0.86802] f_measure 0.863622 [0.844884,0.878553] f_measure 0.84937 [0.831169,0.863874] f_measure 0.86087 [0.843137,0.875] f_measure 0.843862 [0.829114,0.855615] f_measure 0.82656 [0.813665,0.836957] f_measure 0.846781 [0.834891,0.856369] f_measure 0.86381 [0.847896,0.87664] f_measure 0.864127 [0.853583,0.872629] f_measure 0.837324 [0.81457,0.85567] kappa 0.692608 kappa 0.723459 kappa 0.695054 kappa 0.718137 kappa 0.684995 kappa 0.651198 kappa 0.691699 kappa 0.724539 kappa 0.726601 kappa 0.670341 kb_relative_information_score 217.015175 kb_relative_information_score 214.948704 kb_relative_information_score 214.961519 kb_relative_information_score 221.342727 kb_relative_information_score 214.079924 kb_relative_information_score 203.003294 kb_relative_information_score 219.336399 kb_relative_information_score 213.76266 kb_relative_information_score 224.092725 kb_relative_information_score 214.705226 mean_absolute_error 0.190764 mean_absolute_error 0.195547 mean_absolute_error 0.193288 mean_absolute_error 0.184852 mean_absolute_error 0.192819 mean_absolute_error 0.210077 mean_absolute_error 0.187043 mean_absolute_error 0.19882 mean_absolute_error 0.183109 mean_absolute_error 0.193512 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 0.849467 [0.853147,0.846535] precision 0.863608 [0.853333,0.871795] precision 0.849522 [0.825806,0.868421] precision 0.86087 [0.843137,0.875] precision 0.845665 [0.803681,0.879121] precision 0.829751 [0.779762,0.870056] precision 0.849589 [0.802395,0.88764] precision 0.863866 [0.845161,0.878947] precision 0.866938 [0.820359,0.904494] precision 0.83748 [0.831081,0.84264] predictive_accuracy 0.849275 predictive_accuracy 0.863768 predictive_accuracy 0.849275 predictive_accuracy 0.86087 predictive_accuracy 0.843478 predictive_accuracy 0.826087 predictive_accuracy 0.846377 predictive_accuracy 0.863768 predictive_accuracy 0.863768 predictive_accuracy 0.837681 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 0.849275 [0.797386,0.890625] recall 0.863768 [0.836601,0.885417] recall 0.849275 [0.836601,0.859375] recall 0.86087 [0.843137,0.875] recall 0.843478 [0.856209,0.833333] recall 0.826087 [0.850649,0.806283] recall 0.846377 [0.87013,0.827225] recall 0.863768 [0.850649,0.874346] recall 0.863768 [0.88961,0.842932] recall 0.837681 [0.798701,0.86911] relative_absolute_error 0.386324 relative_absolute_error 0.39601 relative_absolute_error 0.391437 relative_absolute_error 0.374351 relative_absolute_error 0.390486 relative_absolute_error 0.425161 relative_absolute_error 0.378545 relative_absolute_error 0.40238 relative_absolute_error 0.370582 relative_absolute_error 0.391636 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 0.324993 root_mean_squared_error 0.321191 root_mean_squared_error 0.344673 root_mean_squared_error 0.328855 root_mean_squared_error 0.350469 root_mean_squared_error 0.367024 root_mean_squared_error 0.334328 root_mean_squared_error 0.313075 root_mean_squared_error 0.311042 root_mean_squared_error 0.331636 root_relative_squared_error 0.654175 root_relative_squared_error 0.646522 root_relative_squared_error 0.69379 root_relative_squared_error 0.66195 root_relative_squared_error 0.705456 root_relative_squared_error 0.738303 root_relative_squared_error 0.672533 root_relative_squared_error 0.62978 root_relative_squared_error 0.625691 root_relative_squared_error 0.667118 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