86113 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 534 weka.Bagging_SMO_PolyKernel(2) 826 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.functions.SMO -- -C 1.0 -L 0.001 -P 1.0E-12 -N 0 -V -1 -W 1 -K "weka.classifiers.functions.supportVector.PolyKernel -E 1.0 -C 250007" I 10 534 P 100 534 S 1 534 W weka.classifiers.functions.SMO 534 num-slots 1 534 C 1.0 424 L 0.001 424 N 0 424 P 1.0E-12 424 V -1 424 W 1 424 29 credit-approval https://www.openml.org/data/download/29/dataset_29_credit-a.arff -1 258277 description https://api.openml.org/data/download/258277/weka_generated_run1295556263334707562.xml -1 258280 model_readable https://api.openml.org/data/download/258280/WekaModel_weka.classifiers.meta.Bagging8733096038863264629.model -1 258279 model_serialized https://api.openml.org/data/download/258279/WekaSerialized_weka.classifiers.meta.Bagging1855559107423043676.model -1 258278 predictions https://api.openml.org/data/download/258278/weka_generated_predictions3932330714916816680.arff area_under_roc_curve 0.892882 [0.892882,0.892882] average_cost 0 build_cpu_time 0.4396 build_memory 567309613.6 f_measure 0.849733 [0.840881,0.856828] kappa 0.698705 kb_relative_information_score 2338.768914 mean_absolute_error 0.159942 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 0.855783 [0.792845,0.906232] predictive_accuracy 0.849275 prior_entropy 0.991282 recall 0.849275 [0.895114,0.812533] relative_absolute_error 0.323801 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.355903 root_relative_squared_error 0.716163 scimark_benchmark 935.735381 [546.2701526091348, 997.1306614464737, 480.85168147774846, 898.3687510012069, 1756.0556588021248] total_cost 0 area_under_roc_curve 0.92499 [0.92499,0.92499] area_under_roc_curve 0.890846 [0.890846,0.890846] area_under_roc_curve 0.88191 [0.88191,0.88191] area_under_roc_curve 0.909382 [0.909382,0.909382] area_under_roc_curve 0.893893 [0.893893,0.893893] area_under_roc_curve 0.858554 [0.858554,0.858554] area_under_roc_curve 0.873666 [0.873666,0.873666] area_under_roc_curve 0.917097 [0.917097,0.917097] area_under_roc_curve 0.899929 [0.899929,0.899929] area_under_roc_curve 0.888064 [0.888064,0.888064] 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 0.308 build_cpu_time 0.417 build_cpu_time 0.398 build_cpu_time 0.267 build_cpu_time 0.28 build_cpu_time 0.322 build_cpu_time 0.62 build_cpu_time 0.372 build_cpu_time 0.844 build_cpu_time 0.568 build_memory 681064816 build_memory 195246768 build_memory 546913864 build_memory 906496376 build_memory 460578224 build_memory 862234848 build_memory 371080320 build_memory 722747760 build_memory 283966280 build_memory 642766880 f_measure 0.866667 [0.849673,0.880208] f_measure 0.835096 [0.817891,0.848806] f_measure 0.835312 [0.824615,0.843836] f_measure 0.867081 [0.857143,0.875] f_measure 0.838173 [0.830303,0.844444] f_measure 0.82657 [0.818182,0.833333] f_measure 0.834966 [0.832845,0.836676] f_measure 0.878519 [0.875,0.881356] f_measure 0.866846 [0.864706,0.868571] f_measure 0.846817 [0.836923,0.854795] kappa 0.729882 kappa 0.666836 kappa 0.669457 kappa 0.73272 kappa 0.676317 kappa 0.652929 kappa 0.672517 kappa 0.757951 kappa 0.735553 kappa 0.692467 kb_relative_information_score 243.182102 kb_relative_information_score 230.446888 kb_relative_information_score 229.19633 kb_relative_information_score 240.271293 kb_relative_information_score 231.590525 kb_relative_information_score 220.767967 kb_relative_information_score 227.405786 kb_relative_information_score 251.148628 kb_relative_information_score 240.68911 kb_relative_information_score 224.070286 mean_absolute_error 0.147246 mean_absolute_error 0.164348 mean_absolute_error 0.165507 mean_absolute_error 0.151884 mean_absolute_error 0.162609 mean_absolute_error 0.178551 mean_absolute_error 0.168406 mean_absolute_error 0.135072 mean_absolute_error 0.151304 mean_absolute_error 0.174493 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 0.866667 [0.849673,0.880208] precision 0.836099 [0.8,0.864865] precision 0.840901 [0.77907,0.890173] precision 0.871221 [0.816568,0.914773] precision 0.846777 [0.774011,0.904762] precision 0.833773 [0.767045,0.887574] precision 0.850536 [0.759358,0.924051] precision 0.890383 [0.807692,0.957055] precision 0.882032 [0.790323,0.955975] precision 0.851365 [0.795322,0.896552] predictive_accuracy 0.866667 predictive_accuracy 0.834783 predictive_accuracy 0.834783 predictive_accuracy 0.866667 predictive_accuracy 0.837681 predictive_accuracy 0.826087 predictive_accuracy 0.834783 predictive_accuracy 0.878261 predictive_accuracy 0.866667 predictive_accuracy 0.846377 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 0.866667 [0.849673,0.880208] recall 0.834783 [0.836601,0.833333] recall 0.834783 [0.875817,0.802083] recall 0.866667 [0.901961,0.838542] recall 0.837681 [0.895425,0.791667] recall 0.826087 [0.876623,0.78534] recall 0.834783 [0.922078,0.764398] recall 0.878261 [0.954545,0.816754] recall 0.866667 [0.954545,0.795812] recall 0.846377 [0.883117,0.816754] relative_absolute_error 0.298195 relative_absolute_error 0.332828 relative_absolute_error 0.335176 relative_absolute_error 0.307587 relative_absolute_error 0.329306 relative_absolute_error 0.361358 relative_absolute_error 0.340826 relative_absolute_error 0.273365 relative_absolute_error 0.306215 relative_absolute_error 0.353145 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 0.319873 root_mean_squared_error 0.356757 root_mean_squared_error 0.369057 root_mean_squared_error 0.33371 root_mean_squared_error 0.359024 root_mean_squared_error 0.39002 root_mean_squared_error 0.387672 root_mean_squared_error 0.327396 root_mean_squared_error 0.344649 root_mean_squared_error 0.363637 root_relative_squared_error 0.64387 root_relative_squared_error 0.718113 root_relative_squared_error 0.742871 root_relative_squared_error 0.671722 root_relative_squared_error 0.722677 root_relative_squared_error 0.784563 root_relative_squared_error 0.77984 root_relative_squared_error 0.658589 root_relative_squared_error 0.693293 root_relative_squared_error 0.73149 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