152621 2 Joaquin Vanschoren 3904 Supervised Classification 592 weka.RacedIncrementalLogitBoost_DecisionStump(2) 953 weka.classifiers.meta.RacedIncrementalLogitBoost -- -C 500 -M 2000 -V 1000 -P 1 -S 1 -W weka.classifiers.trees.DecisionStump C 500 592 M 2000 592 V 1000 592 P 1 592 S 1 592 W weka.classifiers.trees.DecisionStump 592 weka weka_3.7.12-SNAPSHOT 1053 jm1 https://www.openml.org/data/download/53936/jm1.arff -1 496969 description https://api.openml.org/data/download/496969/weka_generated_run221199676563924413.xml -1 496972 model_readable https://api.openml.org/data/download/496972/WekaModel_weka.classifiers.meta.RacedIncrementalLogitBoost6550065043409315516.model -1 496971 model_serialized https://api.openml.org/data/download/496971/WekaSerialized_weka.classifiers.meta.RacedIncrementalLogitBoost4418039227164358770.model -1 496970 predictions https://api.openml.org/data/download/496970/weka_generated_predictions5541543611458820614.arff area_under_roc_curve 0.692632 [0.692632,0.692632] average_cost 0 f_measure 0.753828 [0.88933,0.188982] kappa 0.123035 kb_relative_information_score 125.205173 mean_absolute_error 0.283592 mean_prior_absolute_error 0.312122 number_of_instances 10885 [8779,2106] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.75611 [0.820854,0.48622] predictive_accuracy 0.805237 prior_entropy 0.708805 recall 0.805237 [0.97027,0.117284] relative_absolute_error 0.908593 root_mean_prior_squared_error 0.395024 root_mean_squared_error 0.379793 root_relative_squared_error 0.961444 scimark_benchmark 932.394258 [557.9784646327125, 1011.2594872886406, 476.16042993692383, 909.9062692880296, 1706.6666412353518] total_cost 0 usercpu_time_millis 290 usercpu_time_millis_testing 20 usercpu_time_millis_training 270 area_under_roc_curve 0.678689 [0.678689,0.678689] area_under_roc_curve 0.729761 [0.729761,0.729761] area_under_roc_curve 0.690788 [0.690788,0.690788] area_under_roc_curve 0.674319 [0.674319,0.674319] area_under_roc_curve 0.69549 [0.69549,0.69549] area_under_roc_curve 0.703257 [0.703257,0.703257] area_under_roc_curve 0.681606 [0.681606,0.681606] area_under_roc_curve 0.625735 [0.625735,0.625735] area_under_roc_curve 0.686156 [0.686156,0.686156] area_under_roc_curve 0.699503 [0.699503,0.699503] 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 0.766123 [0.889942,0.250896] f_measure 0.751783 [0.893375,0.162602] f_measure 0.764104 [0.895367,0.217899] f_measure 0.738754 [0.885774,0.126984] f_measure 0.717939 [0.890474,0] f_measure 0.764118 [0.892726,0.226415] f_measure 0.752249 [0.890739,0.173228] f_measure 0.769322 [0.882574,0.29582] f_measure 0.744538 [0.888312,0.143426] f_measure 0.756041 [0.883721,0.225352] kappa 0.172766 kappa 0.113739 kappa 0.159609 kappa 0.068239 kappa -0.007262 kappa 0.159038 kappa 0.113979 kappa 0.194886 kappa 0.085779 kappa 0.139568 kb_relative_information_score 25.047391 kb_relative_information_score 95.352298 kb_relative_information_score 21.188313 kb_relative_information_score -42.721543 kb_relative_information_score -11.832008 kb_relative_information_score 11.114379 kb_relative_information_score 17.67597 kb_relative_information_score 5.929242 kb_relative_information_score -12.284011 kb_relative_information_score 15.735142 mean_absolute_error 0.283951 mean_absolute_error 0.270927 mean_absolute_error 0.284526 mean_absolute_error 0.290949 mean_absolute_error 0.289599 mean_absolute_error 0.280719 mean_absolute_error 0.283169 mean_absolute_error 0.289616 mean_absolute_error 0.284707 mean_absolute_error 0.277754 mean_prior_absolute_error 0.312293 mean_prior_absolute_error 0.312293 mean_prior_absolute_error 0.312293 mean_prior_absolute_error 0.312293 mean_prior_absolute_error 0.312293 mean_prior_absolute_error 0.311839 mean_prior_absolute_error 0.311839 mean_prior_absolute_error 0.311839 mean_prior_absolute_error 0.311839 mean_prior_absolute_error 0.312402 number_of_instances 1089 [878,211] number_of_instances 1089 [878,211] number_of_instances 1089 [878,211] number_of_instances 1089 [878,211] number_of_instances 1089 [878,211] number_of_instances 1088 [878,210] number_of_instances 1088 [878,210] number_of_instances 1088 [878,210] number_of_instances 1088 [878,210] number_of_instances 1088 [877,211] precision 0.766991 [0.82762,0.514706] precision 0.770859 [0.818786,0.571429] precision 0.782723 [0.824545,0.608696] precision 0.731839 [0.813931,0.390244] precision 0.649454 [0.80553,0] precision 0.771649 [0.82575,0.545455] precision 0.758173 [0.819923,0.5] precision 0.760804 [0.83384,0.455446] precision 0.743738 [0.816619,0.439024] precision 0.748925 [0.823645,0.438356] predictive_accuracy 0.808081 predictive_accuracy 0.810836 predictive_accuracy 0.815427 predictive_accuracy 0.79798 predictive_accuracy 0.802571 predictive_accuracy 0.811581 predictive_accuracy 0.806985 predictive_accuracy 0.798713 predictive_accuracy 0.80239 predictive_accuracy 0.797794 prior_entropy 0.708805 prior_entropy 0.708805 prior_entropy 0.708805 prior_entropy 0.708805 prior_entropy 0.708805 prior_entropy 0.708805 prior_entropy 0.708805 prior_entropy 0.708805 prior_entropy 0.708805 prior_entropy 0.708805 recall 0.808081 [0.962415,0.165877] recall 0.810836 [0.982916,0.094787] recall 0.815427 [0.979499,0.132701] recall 0.79798 [0.971526,0.075829] recall 0.802571 [0.995444,0] recall 0.811581 [0.971526,0.142857] recall 0.806985 [0.974943,0.104762] recall 0.798713 [0.937358,0.219048] recall 0.80239 [0.973804,0.085714] recall 0.797794 [0.95325,0.151659] relative_absolute_error 0.909247 relative_absolute_error 0.867542 relative_absolute_error 0.911087 relative_absolute_error 0.931655 relative_absolute_error 0.927333 relative_absolute_error 0.900206 relative_absolute_error 0.908064 relative_absolute_error 0.928737 relative_absolute_error 0.912995 relative_absolute_error 0.889093 root_mean_prior_squared_error 0.39524 root_mean_prior_squared_error 0.39524 root_mean_prior_squared_error 0.39524 root_mean_prior_squared_error 0.39524 root_mean_prior_squared_error 0.39524 root_mean_prior_squared_error 0.394665 root_mean_prior_squared_error 0.394665 root_mean_prior_squared_error 0.394665 root_mean_prior_squared_error 0.394665 root_mean_prior_squared_error 0.395378 root_mean_squared_error 0.379866 root_mean_squared_error 0.368774 root_mean_squared_error 0.379431 root_mean_squared_error 0.384602 root_mean_squared_error 0.379592 root_mean_squared_error 0.375873 root_mean_squared_error 0.380892 root_mean_squared_error 0.386949 root_mean_squared_error 0.380633 root_mean_squared_error 0.381045 root_relative_squared_error 0.961102 root_relative_squared_error 0.93304 root_relative_squared_error 0.960002 root_relative_squared_error 0.973086 root_relative_squared_error 0.960408 root_relative_squared_error 0.952386 root_relative_squared_error 0.965102 root_relative_squared_error 0.98045 root_relative_squared_error 0.964446 root_relative_squared_error 0.963748 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 250 usercpu_time_millis 230 usercpu_time_millis 240 usercpu_time_millis 260 usercpu_time_millis 250 usercpu_time_millis 240 usercpu_time_millis 250 usercpu_time_millis 240 usercpu_time_millis 240 usercpu_time_millis 240 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 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_training 250 usercpu_time_millis_training 230 usercpu_time_millis_training 240 usercpu_time_millis_training 250 usercpu_time_millis_training 240 usercpu_time_millis_training 240 usercpu_time_millis_training 250 usercpu_time_millis_training 240 usercpu_time_millis_training 240 usercpu_time_millis_training 240