410761 2 Joaquin Vanschoren 1822 Supervised Classification predictive_accuracy 1186 weka.Dagging_DecisionStump(3) 2037 weka.classifiers.meta.Dagging -- -F 10 -S 1 -W weka.classifiers.trees.DecisionStump F 10 1186 S 1 1186 W weka.classifiers.trees.DecisionStump 1186 weka weka_3.7.12 60 waveform-5000 https://www.openml.org/data/download/60/dataset_60_waveform-5000.arff -1 1430586 description https://api.openml.org/data/download/1430586/weka_generated_run2280332275339971036.xml -1 1430589 model_readable https://api.openml.org/data/download/1430589/WekaModel_weka.classifiers.meta.Dagging4172024809018351454.model -1 1430588 model_serialized https://api.openml.org/data/download/1430588/WekaSerialized_weka.classifiers.meta.Dagging7647642787054338908.model -1 1430587 predictions https://api.openml.org/data/download/1430587/weka_generated_predictions4466816934306340533.arff area_under_roc_curve 0.824377 [0.735911,0.856523,0.882713] average_cost 0 f_measure 0.581747 [0.278098,0.724043,0.750062] kappa 0.466391 kb_relative_information_score 6850.063085 mean_absolute_error 0.36057 mean_prior_absolute_error 0.444419 number_of_instances 25000 [8460,8265,8275] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.688098 [0.799551,0.626225,0.635951] predictive_accuracy 0.6432 prior_entropy 1.584879 recall 0.6432 [0.168322,0.858076,0.914079] relative_absolute_error 0.811329 root_mean_prior_squared_error 0.471391 root_mean_squared_error 0.407374 root_relative_squared_error 0.864196 scimark_benchmark 931.799367 [557.0873895316777, 1003.8838315715799, 468.67820345111613, 907.0726314340118, 1722.2747798055427] total_cost 0 usercpu_time_millis 50 usercpu_time_millis_testing 10 usercpu_time_millis_training 40 area_under_roc_curve 0.78812 [0.652395,0.821531,0.893466] area_under_roc_curve 0.831082 [0.737907,0.873333,0.884133] area_under_roc_curve 0.87682 [0.84146,0.896028,0.893788] area_under_roc_curve 0.844998 [0.782719,0.861981,0.891688] area_under_roc_curve 0.817189 [0.72111,0.854097,0.878567] area_under_roc_curve 0.812676 [0.706568,0.875088,0.858809] area_under_roc_curve 0.817986 [0.734398,0.815657,0.905822] area_under_roc_curve 0.787438 [0.659604,0.829736,0.875911] area_under_roc_curve 0.809147 [0.713455,0.857897,0.858288] area_under_roc_curve 0.861569 [0.821195,0.870723,0.893689] 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 0.522311 [0.12433,0.693556,0.758112] f_measure 0.596326 [0.286544,0.747242,0.762291] f_measure 0.67066 [0.50791,0.754405,0.753404] f_measure 0.575339 [0.235052,0.731877,0.766865] f_measure 0.563789 [0.252166,0.706413,0.739949] f_measure 0.553727 [0.198161,0.741728,0.729459] f_measure 0.598014 [0.326531,0.717605,0.756146] f_measure 0.580951 [0.290233,0.712632,0.746667] f_measure 0.561672 [0.24502,0.708963,0.738308] f_measure 0.574612 [0.253579,0.728428,0.74918] kappa 0.422366 kappa 0.48851 kappa 0.543178 kappa 0.476095 kappa 0.439437 kappa 0.447365 kappa 0.48074 kappa 0.454902 kappa 0.443115 kappa 0.46827 kb_relative_information_score 697.272525 kb_relative_information_score 682.48001 kb_relative_information_score 705.954486 kb_relative_information_score 658.23261 kb_relative_information_score 688.265426 kb_relative_information_score 671.263181 kb_relative_information_score 699.675151 kb_relative_information_score 690.453123 kb_relative_information_score 686.07698 kb_relative_information_score 670.389593 mean_absolute_error 0.359472 mean_absolute_error 0.359722 mean_absolute_error 0.360376 mean_absolute_error 0.364788 mean_absolute_error 0.358941 mean_absolute_error 0.360323 mean_absolute_error 0.359756 mean_absolute_error 0.359841 mean_absolute_error 0.359331 mean_absolute_error 0.363149 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 mean_prior_absolute_error 0.444419 number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,826,828] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,827,827] number_of_instances 2500 [846,826,828] precision 0.630322 [0.666667,0.584093,0.639303] precision 0.696089 [0.791444,0.637842,0.656769] precision 0.733553 [0.859155,0.691919,0.646753] precision 0.731583 [0.919355,0.62037,0.650673] precision 0.640518 [0.678756,0.60308,0.63884] precision 0.660181 [0.729323,0.626878,0.622754] precision 0.728543 [0.918033,0.626126,0.637117] precision 0.647993 [0.681223,0.630941,0.631052] precision 0.671857 [0.778481,0.60742,0.627219] precision 0.734515 [0.939394,0.647225,0.612261] predictive_accuracy 0.6136 predictive_accuracy 0.658 predictive_accuracy 0.6948 predictive_accuracy 0.6496 predictive_accuracy 0.6252 predictive_accuracy 0.6304 predictive_accuracy 0.6528 predictive_accuracy 0.6356 predictive_accuracy 0.6276 predictive_accuracy 0.6444 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 prior_entropy 1.584879 recall 0.6136 [0.068558,0.853511,0.931159] recall 0.658 [0.174941,0.901937,0.908213] recall 0.6948 [0.36052,0.829298,0.902174] recall 0.6496 [0.134752,0.892252,0.933575] recall 0.6252 [0.154846,0.852479,0.879081] recall 0.6304 [0.114657,0.908102,0.88029] recall 0.6528 [0.198582,0.840387,0.929867] recall 0.6356 [0.184397,0.818622,0.914148] recall 0.6276 [0.14539,0.85127,0.897219] recall 0.6444 [0.146572,0.83293,0.964976] relative_absolute_error 0.808858 relative_absolute_error 0.809421 relative_absolute_error 0.810892 relative_absolute_error 0.82082 relative_absolute_error 0.807663 relative_absolute_error 0.810773 relative_absolute_error 0.809498 relative_absolute_error 0.809689 relative_absolute_error 0.808542 relative_absolute_error 0.817132 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_prior_squared_error 0.471391 root_mean_squared_error 0.409528 root_mean_squared_error 0.40578 root_mean_squared_error 0.400364 root_mean_squared_error 0.407293 root_mean_squared_error 0.408964 root_mean_squared_error 0.409497 root_mean_squared_error 0.406566 root_mean_squared_error 0.410446 root_mean_squared_error 0.409516 root_mean_squared_error 0.405689 root_relative_squared_error 0.868766 root_relative_squared_error 0.860815 root_relative_squared_error 0.849325 root_relative_squared_error 0.864025 root_relative_squared_error 0.867568 root_relative_squared_error 0.868698 root_relative_squared_error 0.862481 root_relative_squared_error 0.870713 root_relative_squared_error 0.868739 root_relative_squared_error 0.860621 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 20 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis 20 usercpu_time_millis 30 usercpu_time_millis 30 usercpu_time_millis_testing 0 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 10 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 20 usercpu_time_millis_training 20 usercpu_time_millis_training 30 usercpu_time_millis_training 30