167590 2 Joaquin Vanschoren 3688 Supervised Classification predictive_accuracy 598 weka.MultiBoostAB_NaiveBayes(2) 971 weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 40 -W weka.classifiers.bayes.NaiveBayes C 3 598 P 100 598 S 1 598 I 40 598 W weka.classifiers.bayes.NaiveBayes 598 weka weka_3.7.12-SNAPSHOT 823 houses https://www.openml.org/data/download/53357/houses.arff -1 549619 description https://api.openml.org/data/download/549619/weka_generated_run6066542304391033097.xml -1 549622 model_readable https://api.openml.org/data/download/549622/WekaModel_weka.classifiers.meta.MultiBoostAB1808855889667046092.model -1 549621 model_serialized https://api.openml.org/data/download/549621/WekaSerialized_weka.classifiers.meta.MultiBoostAB4915596344864295294.model -1 549620 predictions https://api.openml.org/data/download/549620/weka_generated_predictions490722848384476539.arff area_under_roc_curve 0.975127 [0.975127,0.975127] average_cost 0 f_measure 0.955623 [0.948643,0.960928] kappa 0.909571 kb_relative_information_score 18702.111247 mean_absolute_error 0.046174 mean_prior_absolute_error 0.49072 number_of_instances 20640 [8914,11726] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.955625 [0.948218,0.961256] predictive_accuracy 0.95562 prior_entropy 0.986572 recall 0.95562 [0.949069,0.9606] relative_absolute_error 0.094094 root_mean_prior_squared_error 0.495338 root_mean_squared_error 0.20701 root_relative_squared_error 0.417917 scimark_benchmark 941.79536 [560.4886395932788, 1009.6699252256896, 479.99187728791736, 908.9597582481955, 1749.866600582726] total_cost 0 usercpu_time_millis 8600 usercpu_time_millis_testing 2230 usercpu_time_millis_training 6370 area_under_roc_curve 0.990148 [0.990148,0.990148] area_under_roc_curve 0.981192 [0.981192,0.981192] area_under_roc_curve 0.987866 [0.987866,0.987866] area_under_roc_curve 0.969475 [0.969475,0.969475] area_under_roc_curve 0.98135 [0.98135,0.98135] area_under_roc_curve 0.981844 [0.981844,0.981844] area_under_roc_curve 0.986711 [0.986711,0.986711] area_under_roc_curve 0.975526 [0.975526,0.975526] area_under_roc_curve 0.983715 [0.983715,0.983715] area_under_roc_curve 0.986705 [0.986705,0.986705] 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 0.963655 [0.957889,0.968044] f_measure 0.956359 [0.94921,0.9618] f_measure 0.957857 [0.951315,0.962836] f_measure 0.949131 [0.941176,0.955186] f_measure 0.95008 [0.942037,0.956189] f_measure 0.953513 [0.946369,0.958939] f_measure 0.961235 [0.955056,0.965928] f_measure 0.949131 [0.94111,0.955224] f_measure 0.959795 [0.953501,0.964575] f_measure 0.955466 [0.948775,0.960549] kappa 0.925933 kappa 0.911013 kappa 0.914152 kappa 0.896362 kappa 0.898227 kappa 0.905309 kappa 0.920985 kappa 0.896334 kappa 0.918077 kappa 0.909328 kb_relative_information_score 1864.000421 kb_relative_information_score 1874.436695 kb_relative_information_score 1885.040351 kb_relative_information_score 1848.275022 kb_relative_information_score 1852.229163 kb_relative_information_score 1867.791499 kb_relative_information_score 1897.766366 kb_relative_information_score 1848.816448 kb_relative_information_score 1893.694875 kb_relative_information_score 1870.060408 mean_absolute_error 0.051098 mean_absolute_error 0.045173 mean_absolute_error 0.04229 mean_absolute_error 0.050946 mean_absolute_error 0.049896 mean_absolute_error 0.046207 mean_absolute_error 0.039295 mean_absolute_error 0.050686 mean_absolute_error 0.040103 mean_absolute_error 0.046046 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.49076 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 mean_prior_absolute_error 0.490694 number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [892,1172] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] number_of_instances 2064 [891,1173] precision 0.963652 [0.959505,0.966809] precision 0.956388 [0.955682,0.956926] precision 0.95787 [0.949721,0.964072] precision 0.949135 [0.940649,0.955594] precision 0.950074 [0.944695,0.95416] precision 0.953566 [0.942158,0.962232] precision 0.961232 [0.95613,0.965106] precision 0.949135 [0.940583,0.955631] precision 0.959807 [0.951902,0.965812] precision 0.955595 [0.941436,0.96635] predictive_accuracy 0.963663 predictive_accuracy 0.956395 predictive_accuracy 0.957849 predictive_accuracy 0.949128 predictive_accuracy 0.950097 predictive_accuracy 0.953488 predictive_accuracy 0.96124 predictive_accuracy 0.949128 predictive_accuracy 0.959787 predictive_accuracy 0.955426 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 prior_entropy 0.986572 recall 0.963663 [0.956278,0.969283] recall 0.956395 [0.942825,0.966724] recall 0.957849 [0.952915,0.961604] recall 0.949128 [0.941704,0.954778] recall 0.950097 [0.939394,0.958227] recall 0.953488 [0.950617,0.955669] recall 0.96124 [0.953984,0.966752] recall 0.949128 [0.941639,0.954817] recall 0.959787 [0.955107,0.963342] recall 0.955426 [0.956229,0.954817] relative_absolute_error 0.10412 relative_absolute_error 0.092047 relative_absolute_error 0.086173 relative_absolute_error 0.10381 relative_absolute_error 0.101685 relative_absolute_error 0.094167 relative_absolute_error 0.080081 relative_absolute_error 0.103294 relative_absolute_error 0.081727 relative_absolute_error 0.093838 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495378 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_prior_squared_error 0.495311 root_mean_squared_error 0.170958 root_mean_squared_error 0.201662 root_mean_squared_error 0.204614 root_mean_squared_error 0.22552 root_mean_squared_error 0.223222 root_mean_squared_error 0.21428 root_mean_squared_error 0.194684 root_mean_squared_error 0.224461 root_mean_squared_error 0.198579 root_mean_squared_error 0.206035 root_relative_squared_error 0.345106 root_relative_squared_error 0.407087 root_relative_squared_error 0.413046 root_relative_squared_error 0.455248 root_relative_squared_error 0.45067 root_relative_squared_error 0.432618 root_relative_squared_error 0.393054 root_relative_squared_error 0.453171 root_relative_squared_error 0.400917 root_relative_squared_error 0.415971 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 1600 usercpu_time_millis 3680 usercpu_time_millis 5970 usercpu_time_millis 6420 usercpu_time_millis 6360 usercpu_time_millis 6390 usercpu_time_millis 6000 usercpu_time_millis 6260 usercpu_time_millis 6230 usercpu_time_millis 3700 usercpu_time_millis_testing 50 usercpu_time_millis_testing 130 usercpu_time_millis_testing 210 usercpu_time_millis_testing 240 usercpu_time_millis_testing 240 usercpu_time_millis_testing 240 usercpu_time_millis_testing 210 usercpu_time_millis_testing 230 usercpu_time_millis_testing 240 usercpu_time_millis_testing 130 usercpu_time_millis_training 1550 usercpu_time_millis_training 3550 usercpu_time_millis_training 5760 usercpu_time_millis_training 6180 usercpu_time_millis_training 6120 usercpu_time_millis_training 6150 usercpu_time_millis_training 5790 usercpu_time_millis_training 6030 usercpu_time_millis_training 5990 usercpu_time_millis_training 3570