256321 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1191 weka.LogitBoost_DecisionStump(3) 2043 weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 40 -W weka.classifiers.trees.DecisionStump P 100 1191 L -1.7976931348623157E308 1191 H 1.0 1191 Z 3.0 1191 O 1 1191 E 1 1191 S 1 1191 I 40 1191 W weka.classifiers.trees.DecisionStump 1191 weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 856936 description https://api.openml.org/data/download/856936/weka_generated_run7423781682412196958.xml -1 856939 model_readable https://api.openml.org/data/download/856939/WekaModel_weka.classifiers.meta.LogitBoost7181203032333624020.model -1 856938 model_serialized https://api.openml.org/data/download/856938/WekaSerialized_weka.classifiers.meta.LogitBoost7150511060554686905.model -1 856937 predictions https://api.openml.org/data/download/856937/weka_generated_predictions6445119873072195630.arff area_under_roc_curve 0.753882 [0.753882,0.753882] average_cost 0 f_measure 0.725058 [0.819744,0.504126] kappa 0.327705 kb_relative_information_score 1053.089765 mean_absolute_error 0.3227 mean_prior_absolute_error 0.42016 number_of_instances 5000 [3500,1500] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic] precision 0.721725 [0.784038,0.576329] predictive_accuracy 0.7356 prior_entropy 0.881778 recall 0.7356 [0.858857,0.448] relative_absolute_error 0.76804 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.425165 root_relative_squared_error 0.927786 scimark_benchmark 1270.242753 [800.4776133056787, 883.1141025596978, 387.4925512363777, 1070.4124649172252, 3209.717031583258] total_cost 0 usercpu_time_millis 60 usercpu_time_millis_testing 0 usercpu_time_millis_training 60 area_under_roc_curve 0.767171 [0.767171,0.767171] area_under_roc_curve 0.755048 [0.755048,0.755048] area_under_roc_curve 0.759286 [0.759286,0.759286] area_under_roc_curve 0.771819 [0.771819,0.771819] area_under_roc_curve 0.749781 [0.749781,0.749781] area_under_roc_curve 0.779229 [0.779229,0.779229] area_under_roc_curve 0.769619 [0.769619,0.769619] area_under_roc_curve 0.736943 [0.736943,0.736943] area_under_roc_curve 0.733648 [0.733648,0.733648] area_under_roc_curve 0.725124 [0.725124,0.725124] 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 f_measure 0.730608 [0.81931,0.523636] f_measure 0.72355 [0.818554,0.501873] f_measure 0.734509 [0.82768,0.51711] f_measure 0.720357 [0.809458,0.512456] f_measure 0.724439 [0.812239,0.519573] f_measure 0.721731 [0.827128,0.475806] f_measure 0.733568 [0.825613,0.518797] f_measure 0.706844 [0.804945,0.477941] f_measure 0.732101 [0.829071,0.505837] f_measure 0.721119 [0.822581,0.484375] kappa 0.345 kappa 0.324187 kappa 0.349385 kappa 0.323123 kappa 0.333004 kappa 0.312896 kappa 0.348269 kappa 0.285714 kappa 0.341286 kappa 0.313929 kb_relative_information_score 112.004898 kb_relative_information_score 110.059973 kb_relative_information_score 103.026484 kb_relative_information_score 100.963451 kb_relative_information_score 103.205536 kb_relative_information_score 114.458934 kb_relative_information_score 103.590924 kb_relative_information_score 97.427792 kb_relative_information_score 112.089811 kb_relative_information_score 96.261962 mean_absolute_error 0.315622 mean_absolute_error 0.315425 mean_absolute_error 0.326698 mean_absolute_error 0.326886 mean_absolute_error 0.32508 mean_absolute_error 0.317261 mean_absolute_error 0.327109 mean_absolute_error 0.326889 mean_absolute_error 0.317982 mean_absolute_error 0.328044 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 mean_prior_absolute_error 0.42016 number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] number_of_instances 500 [350,150] precision 0.7272 [0.792,0.576] precision 0.720098 [0.78329,0.57265] precision 0.732211 [0.788114,0.60177] precision 0.716918 [0.788618,0.549618] precision 0.721105 [0.791328,0.557252] precision 0.722155 [0.773632,0.602041] precision 0.730792 [0.789062,0.594828] precision 0.702429 [0.775132,0.532787] precision 0.730843 [0.783715,0.607477] precision 0.719127 [0.77665,0.584906] predictive_accuracy 0.738 predictive_accuracy 0.734 predictive_accuracy 0.746 predictive_accuracy 0.726 predictive_accuracy 0.73 predictive_accuracy 0.74 predictive_accuracy 0.744 predictive_accuracy 0.716 predictive_accuracy 0.746 predictive_accuracy 0.736 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 prior_entropy 0.881778 recall 0.738 [0.848571,0.48] recall 0.734 [0.857143,0.446667] recall 0.746 [0.871429,0.453333] recall 0.726 [0.831429,0.48] recall 0.73 [0.834286,0.486667] recall 0.74 [0.888571,0.393333] recall 0.744 [0.865714,0.46] recall 0.716 [0.837143,0.433333] recall 0.746 [0.88,0.433333] recall 0.736 [0.874286,0.413333] relative_absolute_error 0.751195 relative_absolute_error 0.750728 relative_absolute_error 0.777558 relative_absolute_error 0.778005 relative_absolute_error 0.773705 relative_absolute_error 0.755095 relative_absolute_error 0.778535 relative_absolute_error 0.778012 relative_absolute_error 0.756812 relative_absolute_error 0.780759 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.421351 root_mean_squared_error 0.426628 root_mean_squared_error 0.422224 root_mean_squared_error 0.418 root_mean_squared_error 0.429862 root_mean_squared_error 0.411905 root_mean_squared_error 0.414704 root_mean_squared_error 0.436111 root_mean_squared_error 0.430787 root_mean_squared_error 0.439216 root_relative_squared_error 0.919463 root_relative_squared_error 0.930978 root_relative_squared_error 0.921368 root_relative_squared_error 0.91215 root_relative_squared_error 0.938035 root_relative_squared_error 0.898851 root_relative_squared_error 0.904959 root_relative_squared_error 0.951672 root_relative_squared_error 0.940055 root_relative_squared_error 0.958448 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 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 30 usercpu_time_millis_training 30