169 1 Jan van Rijn 43 Supervised Classification 61 weka.REPTree(1) 6 weka.classifiers.trees.REPTree -- -M 2 -V 0.001 -N 3 -S 1 -L -1 -I 0.0 I 0.0 61 L -1 61 M 2 61 N 3 61 S 1 61 V 0.001 61 44 spambase https://www.openml.org/data/download/44/dataset_44_spambase.arff -1 399 description https://api.openml.org/data/download/399/weka_generated_run5811650518810996262.xml -1 400 predictions https://api.openml.org/data/download/400/weka_generated_predictions6123071508549392024.arff area_under_roc_curve 0.955748 [0.955748,0.955748] average_cost 0 f_measure 0.929475 [0.942205,0.9099] kappa 0.852111 kb_relative_information_score 3656.099125 mean_absolute_error 0.104995 mean_prior_absolute_error 0.477557 number_of_instances 4601 [2788,1813] os_information [ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ] precision 0.929453 [0.937189,0.917555] predictive_accuracy 0.929581 prior_entropy 0.967389 recall 0.929581 [0.947274,0.902372] relative_absolute_error 0.219859 root_mean_prior_squared_error 0.488645 root_mean_squared_error 0.249596 root_relative_squared_error 0.510793 scimark_benchmark 1993.498359994037 [ 1242.779257993212, 1586.624196527281, 920.4816540568809, 1692.8898267188922, 4524.716864673918 ] total_cost 0 area_under_roc_curve 0.939688 [0.939688,0.939688] area_under_roc_curve 0.957032 [0.957032,0.957032] area_under_roc_curve 0.973763 [0.973763,0.973763] area_under_roc_curve 0.95188 [0.95188,0.95188] area_under_roc_curve 0.951365 [0.951365,0.951365] area_under_roc_curve 0.975396 [0.975396,0.975396] area_under_roc_curve 0.921394 [0.921394,0.921394] area_under_roc_curve 0.962633 [0.962633,0.962633] area_under_roc_curve 0.964623 [0.964623,0.964623] area_under_roc_curve 0.955227 [0.955227,0.955227] 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 0.074 build_cpu_time 0.076 build_cpu_time 0.075 build_cpu_time 0.072 build_cpu_time 0.069 build_cpu_time 0.08 build_cpu_time 0.075 build_cpu_time 0.074 build_cpu_time 0.073 build_cpu_time 0.073 f_measure 0.910931 [0.926916,0.886427] f_measure 0.928226 [0.940754,0.909091] f_measure 0.956522 [0.964029,0.945055] f_measure 0.932507 [0.944742,0.913649] f_measure 0.917544 [0.931408,0.896175] f_measure 0.960831 [0.967857,0.95] f_measure 0.910735 [0.926916,0.885794] f_measure 0.925937 [0.939502,0.905028] f_measure 0.928226 [0.940966,0.908587] f_measure 0.923163 [0.93913,0.898551] kappa 0.813351 kappa 0.849846 kappa 0.909084 kappa 0.858397 kappa 0.827596 kappa 0.917859 kappa 0.812718 kappa 0.844542 kappa 0.849554 kappa 0.837917 kb_relative_information_score 346.141692 kb_relative_information_score 367.80541 kb_relative_information_score 392.305713 kb_relative_information_score 374.404806 kb_relative_information_score 356.868566 kb_relative_information_score 394.007675 kb_relative_information_score 343.089824 kb_relative_information_score 359.995139 kb_relative_information_score 362.789706 kb_relative_information_score 358.690594 mean_absolute_error 0.126564 mean_absolute_error 0.102835 mean_absolute_error 0.078865 mean_absolute_error 0.094527 mean_absolute_error 0.112784 mean_absolute_error 0.076755 mean_absolute_error 0.126059 mean_absolute_error 0.111436 mean_absolute_error 0.108695 mean_absolute_error 0.111387 mean_prior_absolute_error 0.477715 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477897 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 mean_prior_absolute_error 0.477437 number_of_instances 461 [279,182] number_of_instances 460 [278,182] number_of_instances 460 [278,182] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] number_of_instances 460 [279,181] precision 0.91088 [0.921986,0.893855] precision 0.928201 [0.939068,0.911602] precision 0.956522 [0.964029,0.945055] precision 0.932489 [0.939716,0.921348] precision 0.917841 [0.938182,0.886486] precision 0.96083 [0.964413,0.955307] precision 0.910682 [0.921986,0.893258] precision 0.925934 [0.932862,0.915254] precision 0.9282 [0.939286,0.911111] precision 0.925131 [0.912162,0.945122] predictive_accuracy 0.911063 predictive_accuracy 0.928261 predictive_accuracy 0.956522 predictive_accuracy 0.932609 predictive_accuracy 0.917391 predictive_accuracy 0.96087 predictive_accuracy 0.91087 predictive_accuracy 0.926087 predictive_accuracy 0.928261 predictive_accuracy 0.923913 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 prior_entropy 0.967389 recall 0.911063 [0.9319,0.879121] recall 0.928261 [0.942446,0.906593] recall 0.956522 [0.964029,0.945055] recall 0.932609 [0.949821,0.906077] recall 0.917391 [0.924731,0.906077] recall 0.96087 [0.971326,0.944751] recall 0.91087 [0.9319,0.878453] recall 0.926087 [0.946237,0.895028] recall 0.928261 [0.942652,0.906077] recall 0.923913 [0.967742,0.856354] relative_absolute_error 0.264936 relative_absolute_error 0.215182 relative_absolute_error 0.165026 relative_absolute_error 0.197988 relative_absolute_error 0.236228 relative_absolute_error 0.160764 relative_absolute_error 0.264032 relative_absolute_error 0.233405 relative_absolute_error 0.227664 relative_absolute_error 0.233302 root_mean_prior_squared_error 0.488807 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488993 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_prior_squared_error 0.488522 root_mean_squared_error 0.281338 root_mean_squared_error 0.249429 root_mean_squared_error 0.198979 root_mean_squared_error 0.240776 root_mean_squared_error 0.264082 root_mean_squared_error 0.192292 root_mean_squared_error 0.293014 root_mean_squared_error 0.25041 root_mean_squared_error 0.248938 root_mean_squared_error 0.25839 root_relative_squared_error 0.575561 root_relative_squared_error 0.510088 root_relative_squared_error 0.406916 root_relative_squared_error 0.492867 root_relative_squared_error 0.540573 root_relative_squared_error 0.39362 root_relative_squared_error 0.599798 root_relative_squared_error 0.512587 root_relative_squared_error 0.509573 root_relative_squared_error 0.528923 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