147956 2 Joaquin Vanschoren 3520 Supervised Classification predictive_accuracy 583 weka.Dagging_DecisionStump(2) 946 weka.classifiers.meta.Dagging -- -F 10 -S 1 -W weka.classifiers.trees.DecisionStump F 10 583 S 1 583 W weka.classifiers.trees.DecisionStump 583 weka weka_3.7.12-SNAPSHOT 385 tr31.wc https://www.openml.org/data/download/52497/tr31.wc.arff -1 480608 description https://api.openml.org/data/download/480608/weka_generated_run5881553645731936592.xml -1 480611 model_readable https://api.openml.org/data/download/480611/WekaModel_weka.classifiers.meta.Dagging7578667610746116035.model -1 480610 model_serialized https://api.openml.org/data/download/480610/WekaSerialized_weka.classifiers.meta.Dagging5283353348109873062.model -1 480609 predictions https://api.openml.org/data/download/480609/weka_generated_predictions1907499772364322457.arff area_under_roc_curve 0.888033 [0.971492,0.635444,0.887242,0.737832,0.897476,0.784954,0.441622] average_cost 0 f_measure 0.487662 [0.92437,0,0,0,0.558081,0,0] kappa 0.422593 kb_relative_information_score 333.064889 mean_absolute_error 0.147958 mean_prior_absolute_error 0.21447 number_of_instances 927 [352,63,151,21,227,111,2] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.441936 [0.911602,0,0,0,0.39115,0,0] predictive_accuracy 0.594391 prior_entropy 2.239341 recall 0.594391 [0.9375,0,0,0,0.973568,0,0] relative_absolute_error 0.689878 root_mean_prior_squared_error 0.327293 root_mean_squared_error 0.263925 root_relative_squared_error 0.806388 scimark_benchmark 901.072648 [559.4100779115328, 1014.7209476623404, 480.8517328185388, 906.7588967825698, 1543.6215852054154] total_cost 0 usercpu_time_millis 4790 usercpu_time_millis_testing 0 usercpu_time_millis_training 4790 area_under_roc_curve 0.89256 [0.966618,0.619732,0.96453,0.785714,0.846273,0.817073,0.0] area_under_roc_curve 0.802361 [0.945175,0.550766,0.704274,0.697802,0.757143,0.719512,0.0] area_under_roc_curve 0.82736 [0.993103,0.649425,0.746753,0.708791,0.749068,0.699557,0.0] area_under_roc_curve 0.89593 [0.969212,0.719349,0.830769,0.813187,0.93913,0.782922,0.0] area_under_roc_curve 0.873144 [0.972167,0.566445,0.753846,0.822222,0.927017,0.822062,0.0] area_under_roc_curve 0.873343 [0.955419,0.563123,0.806838,0.807692,0.934699,0.80765,0.673913] area_under_roc_curve 0.893935 [0.981281,0.688538,0.803419,0.527473,0.946543,0.848115,0.711957] area_under_roc_curve 0.903455 [0.98396,0.655039,0.964502,0.788889,0.876812,0.776094,0.0] area_under_roc_curve 0.891941 [0.973183,0.625,0.963636,0.766667,0.847826,0.796296,0.0] area_under_roc_curve 0.905998 [0.987469,0.796512,0.957576,0.783333,0.846251,0.783389,0.0] 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 average_cost 0 f_measure 0.49522 [0.918919,0,0,0,0.564103,0,0] f_measure 0.497043 [0.916667,0,0,0,0.575,0,0] f_measure 0.493179 [0.944444,0,0,0,0.556962,0,0] f_measure 0.482725 [0.916667,0,0,0,0.556962,0,0] f_measure 0.481595 [0.929577,0,0,0,0.556962,0,0] f_measure 0.456729 [0.895522,0,0,0,0.506024,0,0] f_measure 0.47656 [0.918919,0,0,0,0.552632,0,0] f_measure 0.496168 [0.916667,0,0,0,0.589744,0,0] f_measure 0.494842 [0.927536,0,0,0,0.567901,0,0] f_measure 0.503601 [0.957746,0,0,0,0.556962,0,0] kappa 0.428025 kappa 0.430487 kappa 0.43274 kappa 0.417409 kappa 0.423961 kappa 0.368676 kappa 0.420276 kappa 0.439024 kappa 0.426936 kappa 0.440162 kb_relative_information_score 33.92431 kb_relative_information_score 31.549969 kb_relative_information_score 33.983211 kb_relative_information_score 33.594488 kb_relative_information_score 33.617512 kb_relative_information_score 31.673659 kb_relative_information_score 33.772398 kb_relative_information_score 33.704014 kb_relative_information_score 33.066157 kb_relative_information_score 34.17917 mean_absolute_error 0.146087 mean_absolute_error 0.149264 mean_absolute_error 0.143599 mean_absolute_error 0.147282 mean_absolute_error 0.147408 mean_absolute_error 0.154683 mean_absolute_error 0.146915 mean_absolute_error 0.147631 mean_absolute_error 0.150038 mean_absolute_error 0.146679 mean_prior_absolute_error 0.213705 mean_prior_absolute_error 0.213705 mean_prior_absolute_error 0.214366 mean_prior_absolute_error 0.214498 mean_prior_absolute_error 0.215333 mean_prior_absolute_error 0.215396 mean_prior_absolute_error 0.215396 mean_prior_absolute_error 0.214096 mean_prior_absolute_error 0.214096 mean_prior_absolute_error 0.214096 number_of_instances 93 [36,6,15,2,23,11,0] number_of_instances 93 [36,6,15,2,23,11,0] number_of_instances 93 [35,6,16,2,23,11,0] number_of_instances 93 [35,6,15,2,23,12,0] number_of_instances 93 [35,7,15,3,22,11,0] number_of_instances 93 [35,7,15,2,22,11,1] number_of_instances 93 [35,7,15,2,22,11,1] number_of_instances 92 [35,6,15,2,23,11,0] number_of_instances 92 [35,6,15,2,23,11,0] number_of_instances 92 [35,6,15,2,23,11,0] precision 0.445274 [0.894737,0,0,0,0.4,0,0] precision 0.454631 [0.916667,0,0,0,0.403509,0,0] precision 0.442988 [0.918919,0,0,0,0.392857,0,0] precision 0.432816 [0.891892,0,0,0,0.392857,0,0] precision 0.436286 [0.916667,0,0,0,0.385965,0,0] precision 0.434261 [0.9375,0,0,0,0.344262,0,0] precision 0.42009 [0.871795,0,0,0,0.388889,0,0] precision 0.443852 [0.891892,0,0,0,0.418182,0,0] precision 0.457194 [0.941176,0,0,0,0.396552,0,0] precision 0.457514 [0.944444,0,0,0,0.392857,0,0] predictive_accuracy 0.602151 predictive_accuracy 0.602151 predictive_accuracy 0.602151 predictive_accuracy 0.591398 predictive_accuracy 0.591398 predictive_accuracy 0.548387 predictive_accuracy 0.591398 predictive_accuracy 0.608696 predictive_accuracy 0.597826 predictive_accuracy 0.608696 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 prior_entropy 2.239341 recall 0.602151 [0.944444,0,0,0,0.956522,0,0] recall 0.602151 [0.916667,0,0,0,1,0,0] recall 0.602151 [0.971429,0,0,0,0.956522,0,0] recall 0.591398 [0.942857,0,0,0,0.956522,0,0] recall 0.591398 [0.942857,0,0,0,1,0,0] recall 0.548387 [0.857143,0,0,0,0.954545,0,0] recall 0.591398 [0.971429,0,0,0,0.954545,0,0] recall 0.608696 [0.942857,0,0,0,1,0,0] recall 0.597826 [0.914286,0,0,0,1,0,0] recall 0.608696 [0.971429,0,0,0,0.956522,0,0] relative_absolute_error 0.683594 relative_absolute_error 0.698458 relative_absolute_error 0.669875 relative_absolute_error 0.686638 relative_absolute_error 0.684555 relative_absolute_error 0.718132 relative_absolute_error 0.682071 relative_absolute_error 0.689554 relative_absolute_error 0.700799 relative_absolute_error 0.685107 root_mean_prior_squared_error 0.326123 root_mean_prior_squared_error 0.326123 root_mean_prior_squared_error 0.327135 root_mean_prior_squared_error 0.327336 root_mean_prior_squared_error 0.32861 root_mean_prior_squared_error 0.328705 root_mean_prior_squared_error 0.328705 root_mean_prior_squared_error 0.326722 root_mean_prior_squared_error 0.326722 root_mean_prior_squared_error 0.326722 root_mean_squared_error 0.261146 root_mean_squared_error 0.270358 root_mean_squared_error 0.265419 root_mean_squared_error 0.264571 root_mean_squared_error 0.264683 root_mean_squared_error 0.271893 root_mean_squared_error 0.261941 root_mean_squared_error 0.260682 root_mean_squared_error 0.261523 root_mean_squared_error 0.256539 root_relative_squared_error 0.800758 root_relative_squared_error 0.829007 root_relative_squared_error 0.811344 root_relative_squared_error 0.808255 root_relative_squared_error 0.805463 root_relative_squared_error 0.827166 root_relative_squared_error 0.796887 root_relative_squared_error 0.797871 root_relative_squared_error 0.800445 root_relative_squared_error 0.78519 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 4230 usercpu_time_millis 4270 usercpu_time_millis 4210 usercpu_time_millis 4310 usercpu_time_millis 4270 usercpu_time_millis 4270 usercpu_time_millis 4260 usercpu_time_millis 4240 usercpu_time_millis 4220 usercpu_time_millis 4280 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 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 4230 usercpu_time_millis_training 4270 usercpu_time_millis_training 4210 usercpu_time_millis_training 4310 usercpu_time_millis_training 4270 usercpu_time_millis_training 4270 usercpu_time_millis_training 4260 usercpu_time_millis_training 4240 usercpu_time_millis_training 4220 usercpu_time_millis_training 4280