1839764 1951 J B 125968 Supervised Classification 3490 weka.J48(36) 24210 weka.classifiers.trees.J48 -- -C 0.24 -B -M 2 -num-decimal-places 4 -batch-size 150 C 0.24 3490 M 2 3490 B true 3490 num-decimal-places 4 3490 batch-size 150 3490 weka weka_3.8.0 40536 SpeedDating https://www.openml.org/data/download/13153954/speeddating.arff -1 4618391 description https://api.openml.org/data/download/4618391/weka_generated_run4151487228318890203.xml -1 4618393 model_readable https://api.openml.org/data/download/4618393/WekaModel_weka.classifiers.trees.J488583226649948567567.model -1 4618392 model_serialized https://api.openml.org/data/download/4618392/WekaSerialized_weka.classifiers.trees.J48736489538700688003.model -1 4618394 predictions https://api.openml.org/data/download/4618394/weka_generated_predictions5694374374800311133.arff area_under_roc_curve 0.708231 [0.708231,0.708231] average_cost 5.120196 f_measure 0.825212 [0.90249,0.433333] kappa 0.337519 kb_relative_information_score 1502.596894 mean_absolute_error 0.200414 mean_prior_absolute_error 0.275224 number_of_instances 8378 [6998,1380] precision 0.819632 [0.883941,0.493519] predictive_accuracy 0.833612 prior_entropy 0.645663 recall 0.833612 [0.921835,0.386232] relative_absolute_error 0.728185 root_mean_prior_squared_error 0.370925 root_mean_squared_error 0.382253 root_relative_squared_error 1.030539 total_cost 42897 area_under_roc_curve 0.741154 [0.741154,0.741154] area_under_roc_curve 0.702743 [0.702743,0.702743] area_under_roc_curve 0.699436 [0.699436,0.699436] area_under_roc_curve 0.686118 [0.686118,0.686118] area_under_roc_curve 0.726713 [0.726713,0.726713] area_under_roc_curve 0.719503 [0.719503,0.719503] area_under_roc_curve 0.68249 [0.68249,0.68249] area_under_roc_curve 0.718437 [0.718437,0.718437] area_under_roc_curve 0.680864 [0.680864,0.680864] area_under_roc_curve 0.740115 [0.740115,0.740115] average_cost 4.893795 average_cost 5.084726 average_cost 5.072792 average_cost 5.599045 average_cost 4.534606 average_cost 5.01074 average_cost 5.791169 average_cost 4.899761 average_cost 5.402628 average_cost 4.912784 f_measure 0.83453 [0.907692,0.463415] f_measure 0.820502 [0.898103,0.426877] f_measure 0.829818 [0.905792,0.444444] f_measure 0.823476 [0.906961,0.4] f_measure 0.844715 [0.912281,0.501992] f_measure 0.833284 [0.90795,0.454545] f_measure 0.808438 [0.896743,0.360515] f_measure 0.829808 [0.90386,0.454183] f_measure 0.802489 [0.886219,0.378378] f_measure 0.823982 [0.899083,0.44358] kappa 0.372712 kappa 0.32597 kappa 0.352262 kappa 0.312438 kappa 0.415294 kappa 0.364612 kappa 0.26132 kappa 0.359163 kappa 0.265177 kappa 0.343313 kb_relative_information_score 169.804572 kb_relative_information_score 123.083141 kb_relative_information_score 147.309335 kb_relative_information_score 167.018398 kb_relative_information_score 215.874226 kb_relative_information_score 178.937104 kb_relative_information_score 117.815035 kb_relative_information_score 172.602553 kb_relative_information_score 66.001503 kb_relative_information_score 144.151024 mean_absolute_error 0.196471 mean_absolute_error 0.206836 mean_absolute_error 0.206754 mean_absolute_error 0.194931 mean_absolute_error 0.18097 mean_absolute_error 0.194764 mean_absolute_error 0.208454 mean_absolute_error 0.193621 mean_absolute_error 0.221065 mean_absolute_error 0.200302 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.275198 mean_prior_absolute_error 0.27533 mean_prior_absolute_error 0.27533 number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 838 [700,138] number_of_instances 837 [699,138] number_of_instances 837 [699,138] precision 0.829549 [0.889041,0.527778] precision 0.815599 [0.883817,0.469565] precision 0.824288 [0.885402,0.514286] precision 0.817058 [0.876165,0.517241] precision 0.840721 [0.896552,0.557522] precision 0.827954 [0.886921,0.528846] precision 0.800199 [0.870794,0.442105] precision 0.825064 [0.888276,0.504425] precision 0.798085 [0.875698,0.404959] precision 0.819886 [0.887187,0.478992] predictive_accuracy 0.842482 predictive_accuracy 0.826969 predictive_accuracy 0.838902 predictive_accuracy 0.838902 predictive_accuracy 0.850835 predictive_accuracy 0.842482 predictive_accuracy 0.822196 predictive_accuracy 0.836516 predictive_accuracy 0.807646 predictive_accuracy 0.829152 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 prior_entropy 0.645663 recall 0.842482 [0.927143,0.413043] recall 0.826969 [0.912857,0.391304] recall 0.838902 [0.927143,0.391304] recall 0.838902 [0.94,0.326087] recall 0.850835 [0.928571,0.456522] recall 0.842482 [0.93,0.398551] recall 0.822196 [0.924286,0.304348] recall 0.836516 [0.92,0.413043] recall 0.807646 [0.896996,0.355072] recall 0.829152 [0.911302,0.413043] relative_absolute_error 0.713924 relative_absolute_error 0.75159 relative_absolute_error 0.751292 relative_absolute_error 0.708328 relative_absolute_error 0.657598 relative_absolute_error 0.707721 relative_absolute_error 0.757468 relative_absolute_error 0.703571 relative_absolute_error 0.80291 relative_absolute_error 0.727499 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.37089 root_mean_prior_squared_error 0.371067 root_mean_prior_squared_error 0.371067 root_mean_squared_error 0.369721 root_mean_squared_error 0.389883 root_mean_squared_error 0.377439 root_mean_squared_error 0.374859 root_mean_squared_error 0.362125 root_mean_squared_error 0.369298 root_mean_squared_error 0.395872 root_mean_squared_error 0.383482 root_mean_squared_error 0.41235 root_mean_squared_error 0.384967 root_relative_squared_error 0.99685 root_relative_squared_error 1.05121 root_relative_squared_error 1.017659 root_relative_squared_error 1.010703 root_relative_squared_error 0.976368 root_relative_squared_error 0.995709 root_relative_squared_error 1.067358 root_relative_squared_error 1.033953 root_relative_squared_error 1.111253 root_relative_squared_error 1.037459 total_cost 4101 total_cost 4261 total_cost 4251 total_cost 4692 total_cost 3800 total_cost 4199 total_cost 4853 total_cost 4106 total_cost 4522 total_cost 4112