87780 2 Joaquin Vanschoren 1767 Supervised Classification predictive_accuracy 535 weka.Bagging_SPegasos(2) 827 weka.classifiers.meta.Bagging -- -P 100 -S 1 -num-slots 1 -I 10 -W weka.classifiers.functions.SPegasos -- -F 0 -L 1.0E-4 -E 500 I 10 535 P 100 535 S 1 535 W weka.classifiers.functions.SPegasos 535 num-slots 1 535 E 500 426 F 0 426 L 1.0E-4 426 3 kr-vs-kp https://www.openml.org/data/download/3/dataset_3_kr-vs-kp.arff -1 264244 description https://api.openml.org/data/download/264244/weka_generated_run9023808092416459583.xml -1 264247 model_readable https://api.openml.org/data/download/264247/WekaModel_weka.classifiers.meta.Bagging5545465896523140796.model -1 264246 model_serialized https://api.openml.org/data/download/264246/WekaSerialized_weka.classifiers.meta.Bagging4061533007486154374.model -1 264245 predictions https://api.openml.org/data/download/264245/weka_generated_predictions7845465860316509547.arff area_under_roc_curve 0.987272 [0.987272,0.987272] average_cost 0 build_cpu_time 2.8522 build_memory 372998491.2 f_measure 0.965897 [0.967297,0.964367] kappa 0.931664 kb_relative_information_score 14761.641938 mean_absolute_error 0.038999 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 0.965904 [0.96875,0.962794] predictive_accuracy 0.965895 prior_entropy 0.998577 recall 0.965895 [0.965848,0.965946] relative_absolute_error 0.078152 root_mean_prior_squared_error 0.499506 root_mean_squared_error 0.161892 root_relative_squared_error 0.324104 scimark_benchmark 943.466774 [549.194176949874, 1011.5249537742577, 484.10363182779514, 910.2221860532421, 1762.2889234168845] total_cost 0 area_under_roc_curve 0.989119 [0.989119,0.989119] area_under_roc_curve 0.989471 [0.989471,0.989471] area_under_roc_curve 0.987542 [0.987542,0.987542] area_under_roc_curve 0.989486 [0.989486,0.989486] area_under_roc_curve 0.986071 [0.986071,0.986071] area_under_roc_curve 0.983251 [0.983251,0.983251] area_under_roc_curve 0.98587 [0.98587,0.98587] area_under_roc_curve 0.991314 [0.991314,0.991314] area_under_roc_curve 0.982697 [0.982697,0.982697] area_under_roc_curve 0.988473 [0.988473,0.988473] 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 2.8 build_cpu_time 2.795 build_cpu_time 2.792 build_cpu_time 2.795 build_cpu_time 2.85 build_cpu_time 3.009 build_cpu_time 2.789 build_cpu_time 2.972 build_cpu_time 2.795 build_cpu_time 2.925 build_memory 479383640 build_memory 298332320 build_memory 452762760 build_memory 238593808 build_memory 386666040 build_memory 216129064 build_memory 370573920 build_memory 521251232 build_memory 309098816 build_memory 457193312 f_measure 0.961814 [0.963669,0.959789] f_measure 0.969345 [0.970464,0.96812] f_measure 0.972477 [0.973236,0.971649] f_measure 0.966824 [0.968396,0.965109] f_measure 0.973722 [0.974729,0.972621] f_measure 0.961216 [0.96247,0.959845] f_measure 0.959297 [0.96147,0.956925] f_measure 0.96808 [0.969552,0.966469] f_measure 0.965591 [0.966847,0.964216] f_measure 0.960572 [0.962298,0.958689] kappa 0.923462 kappa 0.938587 kappa 0.944898 kappa 0.933507 kappa 0.947351 kappa 0.922324 kappa 0.918407 kappa 0.936022 kappa 0.931067 kappa 0.920987 kb_relative_information_score 1468.583497 kb_relative_information_score 1478.787572 kb_relative_information_score 1481.814737 kb_relative_information_score 1469.666775 kb_relative_information_score 1492.423483 kb_relative_information_score 1469.29667 kb_relative_information_score 1459.523526 kb_relative_information_score 1489.935593 kb_relative_information_score 1475.988215 kb_relative_information_score 1475.621871 mean_absolute_error 0.041302 mean_absolute_error 0.038298 mean_absolute_error 0.038048 mean_absolute_error 0.041302 mean_absolute_error 0.034293 mean_absolute_error 0.040801 mean_absolute_error 0.044118 mean_absolute_error 0.034481 mean_absolute_error 0.038861 mean_absolute_error 0.038486 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 0.961892 [0.957396,0.966799] precision 0.969445 [0.976942,0.96124] precision 0.972928 [0.987654,0.956853] precision 0.966877 [0.963227,0.970861] precision 0.973777 [0.979444,0.967575] precision 0.961475 [0.973072,0.948784] precision 0.959543 [0.950762,0.969128] precision 0.968094 [0.966667,0.969657] precision 0.965692 [0.973301,0.957364] precision 0.960576 [0.960573,0.960578] predictive_accuracy 0.961827 predictive_accuracy 0.969337 predictive_accuracy 0.972466 predictive_accuracy 0.966834 predictive_accuracy 0.973717 predictive_accuracy 0.961202 predictive_accuracy 0.959324 predictive_accuracy 0.968085 predictive_accuracy 0.965582 predictive_accuracy 0.960576 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 0.961827 [0.970024,0.95288] recall 0.969337 [0.964072,0.975098] recall 0.972466 [0.959233,0.986911] recall 0.966834 [0.973621,0.959424] recall 0.973717 [0.97006,0.97772] recall 0.961202 [0.952096,0.971166] recall 0.959324 [0.972422,0.945026] recall 0.968085 [0.972455,0.963303] recall 0.965582 [0.960479,0.971166] recall 0.960576 [0.964029,0.956806] relative_absolute_error 0.082764 relative_absolute_error 0.076749 relative_absolute_error 0.076243 relative_absolute_error 0.082764 relative_absolute_error 0.068723 relative_absolute_error 0.081766 relative_absolute_error 0.088407 relative_absolute_error 0.069099 relative_absolute_error 0.077878 relative_absolute_error 0.077121 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 0.167511 root_mean_squared_error 0.156902 root_mean_squared_error 0.15554 root_mean_squared_error 0.157975 root_mean_squared_error 0.15323 root_mean_squared_error 0.171827 root_mean_squared_error 0.174016 root_mean_squared_error 0.147465 root_mean_squared_error 0.168387 root_mean_squared_error 0.163943 root_relative_squared_error 0.335345 root_relative_squared_error 0.314123 root_relative_squared_error 0.311379 root_relative_squared_error 0.316254 root_relative_squared_error 0.306771 root_relative_squared_error 0.344003 root_relative_squared_error 0.348367 root_relative_squared_error 0.29523 root_relative_squared_error 0.337116 root_relative_squared_error 0.328201 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