247597 2 Joaquin Vanschoren 1795 Supervised Classification predictive_accuracy 1154 weka.NaiveBayes(10) 1913 weka.classifiers.bayes.NaiveBayes weka weka_3.7.12 31 credit-g https://www.openml.org/data/download/31/dataset_31_credit-g.arff -1 822690 description https://api.openml.org/data/download/822690/weka_generated_run3618667415878805310.xml -1 822693 model_readable https://api.openml.org/data/download/822693/WekaModel_weka.classifiers.bayes.NaiveBayes1091005540726903444.model -1 822692 model_serialized https://api.openml.org/data/download/822692/WekaSerialized_weka.classifiers.bayes.NaiveBayes5380552508537900300.model -1 822691 predictions https://api.openml.org/data/download/822691/weka_generated_predictions8022581344006284685.arff area_under_roc_curve 0.771666 [0.771666,0.771666] average_cost 0 f_measure 0.733796 [0.821876,0.528274] kappa 0.352334 kb_relative_information_score 1305.83541 mean_absolute_error 0.300032 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 0.730514 [0.793562,0.5834] predictive_accuracy 0.7414 prior_entropy 0.881778 recall 0.7414 [0.852286,0.482667] relative_absolute_error 0.714092 root_mean_prior_squared_error 0.458258 root_mean_squared_error 0.429752 root_relative_squared_error 0.937794 scimark_benchmark 1301.917622 [804.9102886377058, 664.9258132269684, 526.0861745217665, 1071.2872788694497, 3442.3785542190517] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 0 area_under_roc_curve 0.776714 [0.776714,0.776714] area_under_roc_curve 0.740038 [0.740038,0.740038] area_under_roc_curve 0.772171 [0.772171,0.772171] area_under_roc_curve 0.786724 [0.786724,0.786724] area_under_roc_curve 0.766781 [0.766781,0.766781] area_under_roc_curve 0.784629 [0.784629,0.784629] area_under_roc_curve 0.79559 [0.79559,0.79559] area_under_roc_curve 0.779143 [0.779143,0.779143] area_under_roc_curve 0.7704 [0.7704,0.7704] area_under_roc_curve 0.753876 [0.753876,0.753876] 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 0.738413 [0.822222,0.542857] f_measure 0.710044 [0.805517,0.487273] f_measure 0.744874 [0.823034,0.5625] f_measure 0.740769 [0.823366,0.548043] f_measure 0.708565 [0.811908,0.467433] f_measure 0.725344 [0.825269,0.492188] f_measure 0.744232 [0.82663,0.551971] f_measure 0.740896 [0.829001,0.535316] f_measure 0.754 [0.836763,0.560886] f_measure 0.728522 [0.815021,0.52669] kappa 0.366337 kappa 0.295 kappa 0.385965 kappa 0.37253 kappa 0.284979 kappa 0.324324 kappa 0.37996 kappa 0.367409 kappa 0.400202 kappa 0.342885 kb_relative_information_score 134.636965 kb_relative_information_score 107.363515 kb_relative_information_score 131.984873 kb_relative_information_score 126.505703 kb_relative_information_score 121.626278 kb_relative_information_score 140.584801 kb_relative_information_score 139.666945 kb_relative_information_score 132.778426 kb_relative_information_score 144.768085 kb_relative_information_score 125.919818 mean_absolute_error 0.297758 mean_absolute_error 0.31484 mean_absolute_error 0.299831 mean_absolute_error 0.302923 mean_absolute_error 0.306034 mean_absolute_error 0.294299 mean_absolute_error 0.293661 mean_absolute_error 0.299017 mean_absolute_error 0.289128 mean_absolute_error 0.302835 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 0.735385 [0.8,0.584615] precision 0.705867 [0.778667,0.536] precision 0.742662 [0.809392,0.586957] precision 0.737853 [0.802168,0.587786] precision 0.704711 [0.771208,0.54955] precision 0.723733 [0.779188,0.59434] precision 0.741334 [0.803235,0.596899] precision 0.738206 [0.795276,0.605042] precision 0.751754 [0.804749,0.628099] precision 0.725292 [0.794038,0.564885] predictive_accuracy 0.744 predictive_accuracy 0.718 predictive_accuracy 0.748 predictive_accuracy 0.746 predictive_accuracy 0.722 predictive_accuracy 0.74 predictive_accuracy 0.75 predictive_accuracy 0.75 predictive_accuracy 0.762 predictive_accuracy 0.734 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 0.744 [0.845714,0.506667] recall 0.718 [0.834286,0.446667] recall 0.748 [0.837143,0.54] recall 0.746 [0.845714,0.513333] recall 0.722 [0.857143,0.406667] recall 0.74 [0.877143,0.42] recall 0.75 [0.851429,0.513333] recall 0.75 [0.865714,0.48] recall 0.762 [0.871429,0.506667] recall 0.734 [0.837143,0.493333] relative_absolute_error 0.708677 relative_absolute_error 0.749335 relative_absolute_error 0.713611 relative_absolute_error 0.720972 relative_absolute_error 0.728375 relative_absolute_error 0.700445 relative_absolute_error 0.698928 relative_absolute_error 0.711674 relative_absolute_error 0.688138 relative_absolute_error 0.720761 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 0.435659 root_mean_squared_error 0.45073 root_mean_squared_error 0.427627 root_mean_squared_error 0.418544 root_mean_squared_error 0.431381 root_mean_squared_error 0.417574 root_mean_squared_error 0.415408 root_mean_squared_error 0.425441 root_mean_squared_error 0.429078 root_mean_squared_error 0.444673 root_relative_squared_error 0.950685 root_relative_squared_error 0.983572 root_relative_squared_error 0.933159 root_relative_squared_error 0.913339 root_relative_squared_error 0.94135 root_relative_squared_error 0.91122 root_relative_squared_error 0.906494 root_relative_squared_error 0.928388 root_relative_squared_error 0.936324 root_relative_squared_error 0.970356 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 10 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis_testing 10 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 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0