85236 2 Joaquin Vanschoren 1793 Supervised Classification predictive_accuracy 534 weka.Bagging_SMO_PolyKernel(2) 825 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 20 -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 20 534 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 254806 description https://api.openml.org/data/download/254806/weka_generated_run8241578883823896363.xml -1 254809 model_readable https://api.openml.org/data/download/254809/WekaModel_weka.classifiers.meta.Bagging5762452824457128760.model -1 254808 model_serialized https://api.openml.org/data/download/254808/WekaSerialized_weka.classifiers.meta.Bagging2627522733343554310.model -1 254807 predictions https://api.openml.org/data/download/254807/weka_generated_predictions5115260009455422782.arff area_under_roc_curve 0.897969 [0.897969,0.897969] average_cost 0 build_cpu_time 0.8502 build_memory 481745212.8 f_measure 0.852913 [0.843817,0.860203] kappa 0.704909 kb_relative_information_score 2347.423287 mean_absolute_error 0.159058 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 0.858475 [0.797564,0.9073] predictive_accuracy 0.852464 prior_entropy 0.991282 recall 0.852464 [0.895765,0.817755] relative_absolute_error 0.322011 root_mean_prior_squared_error 0.496958 root_mean_squared_error 0.351592 root_relative_squared_error 0.707488 scimark_benchmark 928.086341 [553.727212448036, 1000.755695656588, 478.92144908848445, 899.2933222316699, 1707.7340248615362] total_cost 0 area_under_roc_curve 0.929432 [0.929432,0.929432] area_under_roc_curve 0.906931 [0.906931,0.906931] area_under_roc_curve 0.879204 [0.879204,0.879204] area_under_roc_curve 0.906999 [0.906999,0.906999] area_under_roc_curve 0.894165 [0.894165,0.894165] area_under_roc_curve 0.862446 [0.862446,0.862446] area_under_roc_curve 0.876589 [0.876589,0.876589] area_under_roc_curve 0.930203 [0.930203,0.930203] area_under_roc_curve 0.908224 [0.908224,0.908224] area_under_roc_curve 0.89607 [0.89607,0.89607] 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 0.838 build_cpu_time 0.877 build_cpu_time 0.796 build_cpu_time 0.56 build_cpu_time 0.626 build_cpu_time 0.634 build_cpu_time 0.994 build_cpu_time 0.768 build_cpu_time 1.426 build_cpu_time 0.983 build_memory 663017528 build_memory 612839392 build_memory 612604024 build_memory 646794448 build_memory 697463048 build_memory 258160096 build_memory 258633712 build_memory 291314096 build_memory 342556240 build_memory 434069544 f_measure 0.878176 [0.861842,0.891192] f_measure 0.849688 [0.836478,0.860215] f_measure 0.84109 [0.830769,0.849315] f_measure 0.864157 [0.852665,0.873315] f_measure 0.838192 [0.829268,0.845304] f_measure 0.832288 [0.826347,0.837079] f_measure 0.837899 [0.835294,0.84] f_measure 0.881481 [0.876133,0.885794] f_measure 0.85251 [0.847761,0.856338] f_measure 0.852598 [0.843077,0.860274] kappa 0.753042 kappa 0.697062 kappa 0.681055 kappa 0.726371 kappa 0.675893 kappa 0.665329 kappa 0.678064 kappa 0.762982 kappa 0.705902 kappa 0.704072 kb_relative_information_score 242.128556 kb_relative_information_score 235.034137 kb_relative_information_score 229.225697 kb_relative_information_score 235.401652 kb_relative_information_score 232.579388 kb_relative_information_score 223.603577 kb_relative_information_score 228.770913 kb_relative_information_score 248.382245 kb_relative_information_score 240.684812 kb_relative_information_score 231.61231 mean_absolute_error 0.14942 mean_absolute_error 0.157826 mean_absolute_error 0.166667 mean_absolute_error 0.15913 mean_absolute_error 0.160725 mean_absolute_error 0.175072 mean_absolute_error 0.166812 mean_absolute_error 0.140435 mean_absolute_error 0.150145 mean_absolute_error 0.164348 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 0.87815 [0.86755,0.886598] precision 0.852156 [0.806061,0.888889] precision 0.846697 [0.784884,0.895954] precision 0.866999 [0.819277,0.905028] precision 0.845516 [0.777143,0.9] precision 0.842161 [0.766667,0.90303] precision 0.852623 [0.763441,0.924528] precision 0.889641 [0.819209,0.946429] precision 0.86331 [0.78453,0.926829] precision 0.857157 [0.80117,0.902299] predictive_accuracy 0.878261 predictive_accuracy 0.849275 predictive_accuracy 0.84058 predictive_accuracy 0.863768 predictive_accuracy 0.837681 predictive_accuracy 0.831884 predictive_accuracy 0.837681 predictive_accuracy 0.881159 predictive_accuracy 0.852174 predictive_accuracy 0.852174 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 0.878261 [0.856209,0.895833] recall 0.849275 [0.869281,0.833333] recall 0.84058 [0.882353,0.807292] recall 0.863768 [0.888889,0.84375] recall 0.837681 [0.888889,0.796875] recall 0.831884 [0.896104,0.780105] recall 0.837681 [0.922078,0.769634] recall 0.881159 [0.941558,0.832461] recall 0.852174 [0.922078,0.795812] recall 0.852174 [0.88961,0.82199] relative_absolute_error 0.302597 relative_absolute_error 0.31962 relative_absolute_error 0.337524 relative_absolute_error 0.322262 relative_absolute_error 0.32549 relative_absolute_error 0.354318 relative_absolute_error 0.3376 relative_absolute_error 0.284217 relative_absolute_error 0.303869 relative_absolute_error 0.332613 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 0.317223 root_mean_squared_error 0.347006 root_mean_squared_error 0.365644 root_mean_squared_error 0.336693 root_mean_squared_error 0.358267 root_mean_squared_error 0.386737 root_mean_squared_error 0.382507 root_mean_squared_error 0.3164 root_mean_squared_error 0.344985 root_mean_squared_error 0.353143 root_relative_squared_error 0.638536 root_relative_squared_error 0.698485 root_relative_squared_error 0.736002 root_relative_squared_error 0.677727 root_relative_squared_error 0.721152 root_relative_squared_error 0.777958 root_relative_squared_error 0.769449 root_relative_squared_error 0.636468 root_relative_squared_error 0.69397 root_relative_squared_error 0.710381 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