338635 2 Joaquin Vanschoren 11 Supervised Classification 1089 weka.ExtraTree(1) 1859 weka.classifiers.trees.ExtraTree -- -K -1 -N -1 -S 1 K -1 1089 N -1 1089 S 1 1089 study_1 weka weka_3.7.12 11 balance-scale https://www.openml.org/data/download/11/dataset_11_balance-scale.arff -1 1162104 description https://api.openml.org/data/download/1162104/weka_generated_run5500657921883832230.xml -1 1162107 model_readable https://api.openml.org/data/download/1162107/WekaModel_weka.classifiers.trees.ExtraTree9219819116149067838.model -1 1162106 model_serialized https://api.openml.org/data/download/1162106/WekaSerialized_weka.classifiers.trees.ExtraTree8394179061074184300.model -1 1162105 predictions https://api.openml.org/data/download/1162105/weka_generated_predictions2677038376477285541.arff area_under_roc_curve 0.831291 [0.857824,0.436632,0.871904] average_cost 0 f_measure 0.786063 [0.846154,0,0.859712] kappa 0.605388 kb_relative_information_score 339.239488 mean_absolute_error 0.1536 mean_prior_absolute_error 0.379764 number_of_instances 625 [288,49,288] os_information [Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-31-generic] precision 0.803591 [0.852113,0,0.891791] predictive_accuracy 0.7696 prior_entropy 1.321213 recall 0.7696 [0.840278,0,0.829861] relative_absolute_error 0.404462 root_mean_prior_squared_error 0.435577 root_mean_squared_error 0.391918 root_relative_squared_error 0.899768 scimark_benchmark 1319.577333 [815.4467018949382, 944.1230340248717, 536.870912, 1076.566655001292, 3224.8793610935986] total_cost 0 usercpu_time_millis 10 usercpu_time_millis_testing 10 usercpu_time_millis_training 0 area_under_roc_curve 0.871197 [0.889452,0.474138,0.9214] area_under_roc_curve 0.802231 [0.889452,0.405172,0.783469] area_under_roc_curve 0.755578 [0.78854,0.387931,0.786004] area_under_roc_curve 0.840264 [0.817951,0.413793,0.936105] area_under_roc_curve 0.874746 [0.916329,0.448276,0.906694] area_under_roc_curve 0.865987 [0.88767,0.456897,0.900731] area_under_roc_curve 0.863027 [0.88767,0.482456,0.905462] area_under_roc_curve 0.844146 [0.842215,0.464912,0.913866] area_under_roc_curve 0.822709 [0.848739,0.412281,0.868339] area_under_roc_curve 0.772657 [0.807773,0.421053,0.799373] 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 0.827011 [0.881356,0,0.915254] f_measure 0.748685 [0.881356,0,0.745098] f_measure 0.698925 [0.763636,0,0.754717] f_measure 0.793351 [0.792453,0,0.931034] f_measure 0.832756 [0.909091,0,0.9] f_measure 0.829874 [0.881356,0,0.892857] f_measure 0.817141 [0.881356,0,0.896552] f_measure 0.801308 [0.83871,0,0.90566] f_measure 0.775846 [0.830189,0,0.857143] f_measure 0.717977 [0.793103,0,0.769231] kappa 0.715447 kappa 0.528678 kappa 0.435208 kappa 0.603275 kappa 0.69685 kappa 0.685859 kappa 0.708098 kappa 0.656668 kappa 0.570749 kappa 0.486038 kb_relative_information_score 41.097047 kb_relative_information_score 28.931415 kb_relative_information_score 22.8486 kb_relative_information_score 33.493527 kb_relative_information_score 39.576343 kb_relative_information_score 38.146234 kb_relative_information_score 40.249572 kb_relative_information_score 37.208164 kb_relative_information_score 31.125348 kb_relative_information_score 26.563237 mean_absolute_error 0.10582 mean_absolute_error 0.190476 mean_absolute_error 0.232804 mean_absolute_error 0.15873 mean_absolute_error 0.116402 mean_absolute_error 0.11828 mean_absolute_error 0.107527 mean_absolute_error 0.129032 mean_absolute_error 0.172043 mean_absolute_error 0.204301 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.380009 mean_prior_absolute_error 0.376241 mean_prior_absolute_error 0.380334 mean_prior_absolute_error 0.380334 mean_prior_absolute_error 0.380334 mean_prior_absolute_error 0.380334 number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 63 [29,5,29] number_of_instances 62 [29,4,29] number_of_instances 62 [29,5,28] number_of_instances 62 [29,5,28] number_of_instances 62 [28,5,29] number_of_instances 62 [28,5,29] precision 0.813228 [0.866667,0,0.9] precision 0.796489 [0.866667,0,0.863636] precision 0.755393 [0.807692,0,0.833333] precision 0.831349 [0.875,0,0.931034] precision 0.843535 [0.961538,0,0.870968] precision 0.838471 [0.866667,0,0.925926] precision 0.796774 [0.866667,0,0.866667] precision 0.802072 [0.787879,0,0.96] precision 0.81319 [0.88,0,0.888889] precision 0.752969 [0.766667,0,0.869565] predictive_accuracy 0.84127 predictive_accuracy 0.714286 predictive_accuracy 0.650794 predictive_accuracy 0.761905 predictive_accuracy 0.825397 predictive_accuracy 0.822581 predictive_accuracy 0.83871 predictive_accuracy 0.806452 predictive_accuracy 0.741935 predictive_accuracy 0.693548 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 prior_entropy 1.321213 recall 0.84127 [0.896552,0,0.931034] recall 0.714286 [0.896552,0,0.655172] recall 0.650794 [0.724138,0,0.689655] recall 0.761905 [0.724138,0,0.931034] recall 0.825397 [0.862069,0,0.931034] recall 0.822581 [0.896552,0,0.862069] recall 0.83871 [0.896552,0,0.928571] recall 0.806452 [0.896552,0,0.857143] recall 0.741935 [0.785714,0,0.827586] recall 0.693548 [0.821429,0,0.689655] relative_absolute_error 0.278468 relative_absolute_error 0.501242 relative_absolute_error 0.612629 relative_absolute_error 0.417701 relative_absolute_error 0.306314 relative_absolute_error 0.314372 relative_absolute_error 0.282717 relative_absolute_error 0.339261 relative_absolute_error 0.452348 relative_absolute_error 0.537163 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.435858 root_mean_prior_squared_error 0.431515 root_mean_prior_squared_error 0.436231 root_mean_prior_squared_error 0.436231 root_mean_prior_squared_error 0.436231 root_mean_prior_squared_error 0.436231 root_mean_squared_error 0.3253 root_mean_squared_error 0.436436 root_mean_squared_error 0.482498 root_mean_squared_error 0.39841 root_mean_squared_error 0.341178 root_mean_squared_error 0.343918 root_mean_squared_error 0.327913 root_mean_squared_error 0.359211 root_mean_squared_error 0.414781 root_mean_squared_error 0.451997 root_relative_squared_error 0.746344 root_relative_squared_error 1.001325 root_relative_squared_error 1.107007 root_relative_squared_error 0.914081 root_relative_squared_error 0.782772 root_relative_squared_error 0.797002 root_relative_squared_error 0.751696 root_relative_squared_error 0.823442 root_relative_squared_error 0.950829 root_relative_squared_error 1.036142 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 10 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_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_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 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 0