83305 2 Joaquin Vanschoren 1767 Supervised Classification predictive_accuracy 378 weka.Bagging_REPTree(3) 821 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 160 -W weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 160 378 P 100 378 S 1 378 W weka.classifiers.trees.REPTree 378 num-slots 1 378 I 0.0 379 L -1 379 M 2 379 N 3 379 S 1 379 V 0.001 379 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 247149 description https://api.openml.org/data/download/247149/weka_generated_run7446965965321086511.xml -1 247152 model_readable https://api.openml.org/data/download/247152/WekaModel_weka.classifiers.meta.Bagging8146688026240857866.model -1 247151 model_serialized https://api.openml.org/data/download/247151/WekaSerialized_weka.classifiers.meta.Bagging5448273181882839987.model -1 247150 predictions https://api.openml.org/data/download/247150/weka_generated_predictions414760508648025876.arff area_under_roc_curve 0.998676 [0.998676,0.998676] average_cost 0 build_cpu_time 2.6657 build_memory 715203718.4 f_measure 0.986043 [0.986686,0.98534] kappa 0.972026 kb_relative_information_score 15128.43985 mean_absolute_error 0.029969 mean_prior_absolute_error 0.499014 number_of_instances 15980 [8345,7635] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.986067 [0.983222,0.989176] predictive_accuracy 0.986045 prior_entropy 0.998577 recall 0.986045 [0.990174,0.981532] relative_absolute_error 0.060057 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.107106 root_relative_squared_error 0.214424 scimark_benchmark 946.708661 [565.5774034618904, 1015.7906865781697, 483.88543266528814, 910.5383976697751, 1757.751385454742] total_cost 0 area_under_roc_curve 0.998873 [0.998873,0.998873] area_under_roc_curve 0.998887 [0.998887,0.998887] area_under_roc_curve 0.999495 [0.999495,0.999495] area_under_roc_curve 0.999109 [0.999109,0.999109] area_under_roc_curve 0.999609 [0.999609,0.999609] area_under_roc_curve 0.99849 [0.99849,0.99849] area_under_roc_curve 0.999422 [0.999422,0.999422] area_under_roc_curve 0.998637 [0.998637,0.998637] area_under_roc_curve 0.999032 [0.999032,0.999032] area_under_roc_curve 0.996777 [0.996777,0.996777] 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 build_cpu_time 3.105 build_cpu_time 2.615 build_cpu_time 2.559 build_cpu_time 2.62 build_cpu_time 2.578 build_cpu_time 2.866 build_cpu_time 2.566 build_cpu_time 2.619 build_cpu_time 2.588 build_cpu_time 2.541 build_memory 89218544 build_memory 1067147328 build_memory 540661656 build_memory 64586856 build_memory 988994552 build_memory 1288616960 build_memory 815882376 build_memory 316384200 build_memory 1242964200 build_memory 737580512 f_measure 0.981219 [0.982143,0.980211] f_measure 0.987481 [0.988081,0.986825] f_measure 0.989363 [0.989778,0.988911] f_measure 0.98748 [0.988081,0.986825] f_measure 0.988106 [0.988697,0.987459] f_measure 0.986856 [0.987478,0.986175] f_measure 0.989988 [0.990396,0.989542] f_measure 0.989986 [0.990453,0.989474] f_measure 0.986857 [0.987463,0.986193] f_measure 0.973086 [0.974328,0.971729] kappa 0.962356 kappa 0.974906 kappa 0.978688 kappa 0.974907 kappa 0.976157 kappa 0.973653 kappa 0.979939 kappa 0.979927 kappa 0.973656 kappa 0.946059 kb_relative_information_score 1511.886383 kb_relative_information_score 1526.193617 kb_relative_information_score 1515.540611 kb_relative_information_score 1512.781676 kb_relative_information_score 1521.773772 kb_relative_information_score 1505.24929 kb_relative_information_score 1520.749842 kb_relative_information_score 1509.431651 kb_relative_information_score 1516.111422 kb_relative_information_score 1488.721586 mean_absolute_error 0.029729 mean_absolute_error 0.025197 mean_absolute_error 0.029682 mean_absolute_error 0.0303 mean_absolute_error 0.027309 mean_absolute_error 0.032961 mean_absolute_error 0.028023 mean_absolute_error 0.031242 mean_absolute_error 0.028961 mean_absolute_error 0.036286 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499 mean_prior_absolute_error 0.499027 number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] number_of_instances 1598 [835,763] number_of_instances 1598 [835,763] number_of_instances 1598 [834,764] precision 0.981323 [0.975177,0.988032] precision 0.987528 [0.983393,0.992053] precision 0.989384 [0.992762,0.985696] precision 0.987554 [0.982227,0.993369] precision 0.988196 [0.98227,0.994681] precision 0.986891 [0.983373,0.990741] precision 0.989992 [0.991587,0.988251] precision 0.990012 [0.98692,0.993395] precision 0.986874 [0.984524,0.989446] precision 0.973117 [0.970273,0.976222] predictive_accuracy 0.981227 predictive_accuracy 0.987484 predictive_accuracy 0.989362 predictive_accuracy 0.987484 predictive_accuracy 0.98811 predictive_accuracy 0.986859 predictive_accuracy 0.989987 predictive_accuracy 0.989987 predictive_accuracy 0.986859 predictive_accuracy 0.973091 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 prior_entropy 0.998577 recall 0.981227 [0.989209,0.972513] recall 0.987484 [0.992814,0.981651] recall 0.989362 [0.986811,0.992147] recall 0.987484 [0.994005,0.980366] recall 0.98811 [0.99521,0.980341] recall 0.986859 [0.991617,0.981651] recall 0.989987 [0.989209,0.990838] recall 0.989987 [0.994012,0.985583] recall 0.986859 [0.990419,0.982962] recall 0.973091 [0.978417,0.967277] relative_absolute_error 0.059574 relative_absolute_error 0.050495 relative_absolute_error 0.059479 relative_absolute_error 0.060719 relative_absolute_error 0.054727 relative_absolute_error 0.066053 relative_absolute_error 0.056155 relative_absolute_error 0.06261 relative_absolute_error 0.058038 relative_absolute_error 0.072714 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.499492 root_mean_prior_squared_error 0.49952 root_mean_squared_error 0.109381 root_mean_squared_error 0.102007 root_mean_squared_error 0.09768 root_mean_squared_error 0.104026 root_mean_squared_error 0.093821 root_mean_squared_error 0.109332 root_mean_squared_error 0.09394 root_mean_squared_error 0.111038 root_mean_squared_error 0.103634 root_mean_squared_error 0.139049 root_relative_squared_error 0.218972 root_relative_squared_error 0.204221 root_relative_squared_error 0.195547 root_relative_squared_error 0.208251 root_relative_squared_error 0.187833 root_relative_squared_error 0.218887 root_relative_squared_error 0.188061 root_relative_squared_error 0.222302 root_relative_squared_error 0.207479 root_relative_squared_error 0.278365 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