410742 2 Joaquin Vanschoren 1799 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 35 dermatology https://www.openml.org/data/download/35/dataset_35_dermatology.arff -1 1430510 description https://api.openml.org/data/download/1430510/weka_generated_run7328995951624949900.xml -1 1430513 model_readable https://api.openml.org/data/download/1430513/WekaModel_weka.classifiers.meta.Dagging7679572128002544868.model -1 1430512 model_serialized https://api.openml.org/data/download/1430512/WekaSerialized_weka.classifiers.meta.Dagging9173039044647683264.model -1 1430511 predictions https://api.openml.org/data/download/1430511/weka_generated_predictions4881285016050364366.arff area_under_roc_curve 0.87777 [0.99243,0.774754,0.852272,0.810383,0.890742,0.773038] average_cost 0 f_measure 0.423713 [0.81042,0.227273,0.555728,0,0.200692,0] kappa 0.39125 kb_relative_information_score 652.992729 mean_absolute_error 0.200898 mean_prior_absolute_error 0.266447 number_of_instances 1830 [560,305,360,245,260,100] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.568171 [0.681265,0.851064,0.385193,0,1,0] predictive_accuracy 0.539891 prior_entropy 2.437791 recall 0.539891 [1,0.131148,0.997222,0,0.111538,0] relative_absolute_error 0.75399 root_mean_prior_squared_error 0.364873 root_mean_squared_error 0.30432 root_relative_squared_error 0.834044 scimark_benchmark 931.799367 [557.0873895316777, 1003.8838315715799, 468.67820345111613, 907.0726314340118, 1722.2747798055427] total_cost 0 usercpu_time_millis 0 usercpu_time_millis_testing 0 usercpu_time_millis_training 0 area_under_roc_curve 0.878246 [0.99072,0.77037,0.738095,0.880759,0.964968,0.844798] area_under_roc_curve 0.842892 [0.988048,0.712224,0.789116,0.767296,0.881798,0.70896] area_under_roc_curve 0.859202 [0.983057,0.724533,0.817366,0.801887,0.89417,0.780347] area_under_roc_curve 0.882217 [1,0.720806,0.829932,0.806962,0.942798,0.925723] area_under_roc_curve 0.879056 [0.982283,0.833987,0.866402,0.826962,0.865875,0.646243] area_under_roc_curve 0.851486 [0.999859,0.723578,0.785714,0.764151,0.889025,0.765896] area_under_roc_curve 0.943918 [0.997118,0.918301,0.996221,0.898481,0.955659,0.61763] area_under_roc_curve 0.923334 [0.997328,0.917865,0.900038,0.875443,0.983831,0.571676] area_under_roc_curve 0.873068 [0.988611,0.765174,0.809335,0.783805,0.926139,0.866185] area_under_roc_curve 0.891729 [0.999016,0.751486,0.833333,0.796122,0.956884,0.995954] 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 0.342294 [0.772414,0,0.538462,0,0,0] f_measure 0.348774 [0.794326,0,0.537313,0,0,0] f_measure 0.347856 [0.788732,0,0.541353,0,0,0] f_measure 0.348774 [0.794326,0,0.537313,0,0,0] f_measure 0.348774 [0.794326,0,0.537313,0,0,0] f_measure 0.351743 [0.811594,0,0.525547,0,0,0] f_measure 0.489452 [0.805755,0.716981,0.637168,0,0,0] f_measure 0.626571 [0.888889,0.777778,0.648649,0,0.7,0] f_measure 0.348774 [0.794326,0,0.537313,0,0,0] f_measure 0.479021 [0.875,0,0.545455,0,0.731707,0] kappa 0.329804 kappa 0.339193 kappa 0.338668 kappa 0.339193 kappa 0.339193 kappa 0.340762 kappa 0.480831 kappa 0.60256 kappa 0.339193 kappa 0.456952 kb_relative_information_score 63.924906 kb_relative_information_score 68.127083 kb_relative_information_score 66.715994 kb_relative_information_score 68.253279 kb_relative_information_score 64.210786 kb_relative_information_score 66.48208 kb_relative_information_score 68.229425 kb_relative_information_score 60.876618 kb_relative_information_score 61.422896 kb_relative_information_score 64.749663 mean_absolute_error 0.202472 mean_absolute_error 0.195338 mean_absolute_error 0.196736 mean_absolute_error 0.198285 mean_absolute_error 0.206453 mean_absolute_error 0.199196 mean_absolute_error 0.200659 mean_absolute_error 0.204753 mean_absolute_error 0.206299 mean_absolute_error 0.198794 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266477 mean_prior_absolute_error 0.266418 mean_prior_absolute_error 0.266418 number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,30,36,25,26,10] number_of_instances 183 [56,31,36,24,26,10] number_of_instances 183 [56,31,36,24,26,10] precision 0.265793 [0.629213,0,0.37234,0,0,0] precision 0.273872 [0.658824,0,0.367347,0,0,0] precision 0.272273 [0.651163,0,0.371134,0,0,0] precision 0.273872 [0.658824,0,0.367347,0,0,0] precision 0.273872 [0.658824,0,0.367347,0,0,0] precision 0.279102 [0.682927,0,0.356436,0,0,0] precision 0.433863 [0.674699,0.826087,0.467532,0,0,0] precision 0.624754 [0.8,0.875,0.48,0,1,0] precision 0.273872 [0.658824,0,0.367347,0,0,0] precision 0.453855 [0.777778,0,0.375,0,1,0] predictive_accuracy 0.497268 predictive_accuracy 0.502732 predictive_accuracy 0.502732 predictive_accuracy 0.502732 predictive_accuracy 0.502732 predictive_accuracy 0.502732 predictive_accuracy 0.606557 predictive_accuracy 0.693989 predictive_accuracy 0.502732 predictive_accuracy 0.584699 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 prior_entropy 2.437791 recall 0.497268 [1,0,0.972222,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.502732 [1,0,1,0,0,0] recall 0.606557 [1,0.633333,1,0,0,0] recall 0.693989 [1,0.7,1,0,0.538462,0] recall 0.502732 [1,0,1,0,0,0] recall 0.584699 [1,0,1,0,0.576923,0] relative_absolute_error 0.759811 relative_absolute_error 0.733201 relative_absolute_error 0.73845 relative_absolute_error 0.744099 relative_absolute_error 0.774751 relative_absolute_error 0.747683 relative_absolute_error 0.753008 relative_absolute_error 0.76837 relative_absolute_error 0.774342 relative_absolute_error 0.746174 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364913 root_mean_prior_squared_error 0.364833 root_mean_prior_squared_error 0.364833 root_mean_squared_error 0.305626 root_mean_squared_error 0.306054 root_mean_squared_error 0.304815 root_mean_squared_error 0.303181 root_mean_squared_error 0.312934 root_mean_squared_error 0.304515 root_mean_squared_error 0.298682 root_mean_squared_error 0.30034 root_mean_squared_error 0.306722 root_mean_squared_error 0.300081 root_relative_squared_error 0.837532 root_relative_squared_error 0.83889 root_relative_squared_error 0.835491 root_relative_squared_error 0.830829 root_relative_squared_error 0.857559 root_relative_squared_error 0.834669 root_relative_squared_error 0.818501 root_relative_squared_error 0.823045 root_relative_squared_error 0.840719 root_relative_squared_error 0.822516 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 10 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 0 usercpu_time_millis 10 usercpu_time_millis 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_testing 0 usercpu_time_millis_training 10 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 0 usercpu_time_millis_training 10 usercpu_time_millis_training 0