167941 2 Joaquin Vanschoren 7294 Supervised Classification area_under_roc_curve 598 weka.MultiBoostAB_NaiveBayes(2) 970 weka.classifiers.meta.MultiBoostAB -- -C 3 -P 100 -S 1 -I 80 -W weka.classifiers.bayes.NaiveBayes C 3 598 P 100 598 S 1 598 I 80 598 W weka.classifiers.bayes.NaiveBayes 598 weka weka_3.7.12-SNAPSHOT 1218 Click_prediction_small https://www.openml.org/data/download/183150/phpqZOQcc -1 550887 description https://api.openml.org/data/download/550887/weka_generated_run6010759821361196987.xml -1 550890 model_readable https://api.openml.org/data/download/550890/WekaModel_weka.classifiers.meta.MultiBoostAB764048410521079352.model -1 550889 model_serialized https://api.openml.org/data/download/550889/WekaSerialized_weka.classifiers.meta.MultiBoostAB897909153445114138.model -1 550888 predictions https://api.openml.org/data/download/550888/weka_generated_predictions3969961330853932616.arff area_under_roc_curve 0.604397 [0.604397,0.604397] average_cost 16.228962 f_measure 0.761568 [0.900745,0.065943] kappa 0.022878 kb_relative_information_score -250798.767728 mean_absolute_error 0.271844 mean_prior_absolute_error 0.277846 number_of_instances 1997410 [1664406,333004] os_information [Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64] precision 0.737742 [0.835438,0.249443] predictive_accuracy 0.820557 prior_entropy 0.650142 recall 0.820557 [0.977128,0.037994] relative_absolute_error 0.978396 root_mean_prior_squared_error 0.372724 root_mean_squared_error 0.374405 root_relative_squared_error 1.00451 scimark_benchmark 942.31684 [564.2965801791511, 1015.5230404536866, 483.88543266528814, 894.0791507224237, 1753.799996626104] total_cost 32415890 usercpu_time_millis 250230 usercpu_time_millis_testing 55260 usercpu_time_millis_training 194970 area_under_roc_curve 0.604639 [0.604639,0.604639] area_under_roc_curve 0.605102 [0.605102,0.605102] area_under_roc_curve 0.591623 [0.591623,0.591623] area_under_roc_curve 0.607393 [0.607393,0.607393] area_under_roc_curve 0.60798 [0.60798,0.60798] area_under_roc_curve 0.606939 [0.606939,0.606939] area_under_roc_curve 0.603508 [0.603508,0.603508] area_under_roc_curve 0.604577 [0.604577,0.604577] area_under_roc_curve 0.607346 [0.607346,0.607346] area_under_roc_curve 0.602949 [0.602949,0.602949] average_cost 16.224561 average_cost 16.240682 average_cost 16.220656 average_cost 16.249393 average_cost 16.215299 average_cost 16.287492 average_cost 16.226914 average_cost 16.228666 average_cost 16.23973 average_cost 16.156222 f_measure 0.761634 [0.900727,0.066413] f_measure 0.761593 [0.901116,0.064224] f_measure 0.761301 [0.900098,0.067565] f_measure 0.761262 [0.900838,0.063627] f_measure 0.762139 [0.901262,0.066768] f_measure 0.760389 [0.900534,0.059912] f_measure 0.761416 [0.900444,0.066545] f_measure 0.761459 [0.900561,0.066221] f_measure 0.761509 [0.90095,0.064575] f_measure 0.762963 [0.900914,0.073481] kappa 0.023185 kappa 0.022576 kappa 0.022378 kappa 0.02137 kappa 0.0249 kappa 0.017728 kappa 0.022532 kappa 0.0226 kappa 0.022399 kappa 0.029073 kb_relative_information_score -25561.177104 kb_relative_information_score -24133.607576 kb_relative_information_score -29296.848042 kb_relative_information_score -23544.833029 kb_relative_information_score -23846.849318 kb_relative_information_score -24601.748683 kb_relative_information_score -25661.613318 kb_relative_information_score -25579.583377 kb_relative_information_score -21334.51857 kb_relative_information_score -27237.988712 mean_absolute_error 0.271804 mean_absolute_error 0.270857 mean_absolute_error 0.277924 mean_absolute_error 0.270638 mean_absolute_error 0.270597 mean_absolute_error 0.271123 mean_absolute_error 0.271656 mean_absolute_error 0.271745 mean_absolute_error 0.269186 mean_absolute_error 0.272905 mean_prior_absolute_error 0.277845 mean_prior_absolute_error 0.277845 mean_prior_absolute_error 0.277845 mean_prior_absolute_error 0.277845 mean_prior_absolute_error 0.277845 mean_prior_absolute_error 0.277845 mean_prior_absolute_error 0.277848 mean_prior_absolute_error 0.277848 mean_prior_absolute_error 0.277848 mean_prior_absolute_error 0.277848 number_of_instances 199741 [166441,33300] number_of_instances 199741 [166441,33300] number_of_instances 199741 [166441,33300] number_of_instances 199741 [166441,33300] number_of_instances 199741 [166441,33300] number_of_instances 199741 [166441,33300] number_of_instances 199741 [166440,33301] number_of_instances 199741 [166440,33301] number_of_instances 199741 [166440,33301] number_of_instances 199741 [166440,33301] precision 0.737895 [0.83547,0.250196] precision 0.738019 [0.835401,0.251281] precision 0.73676 [0.835407,0.243702] precision 0.736991 [0.835292,0.24566] precision 0.73953 [0.835622,0.259244] precision 0.734524 [0.834949,0.232582] precision 0.737207 [0.835408,0.246394] precision 0.737374 [0.835412,0.247377] precision 0.737712 [0.835383,0.249545] precision 0.741305 [0.836032,0.26785] predictive_accuracy 0.820538 predictive_accuracy 0.821133 predictive_accuracy 0.819531 predictive_accuracy 0.820668 predictive_accuracy 0.821419 predictive_accuracy 0.820102 predictive_accuracy 0.820077 predictive_accuracy 0.820262 predictive_accuracy 0.820868 predictive_accuracy 0.820973 prior_entropy 0.650142 prior_entropy 0.650142 prior_entropy 0.650142 prior_entropy 0.650142 prior_entropy 0.650142 prior_entropy 0.650142 prior_entropy 0.650142 prior_entropy 0.650142 prior_entropy 0.650142 prior_entropy 0.650142 recall 0.820538 [0.977043,0.038288] recall 0.821133 [0.978052,0.036817] recall 0.819531 [0.975649,0.039219] recall 0.820668 [0.977548,0.036547] recall 0.821419 [0.978094,0.038318] recall 0.820102 [0.977301,0.034384] recall 0.820077 [0.97646,0.038467] recall 0.820262 [0.97673,0.038227] recall 0.820868 [0.977686,0.037086] recall 0.820973 [0.976712,0.042581] relative_absolute_error 0.97826 relative_absolute_error 0.974849 relative_absolute_error 1.000285 relative_absolute_error 0.974061 relative_absolute_error 0.973914 relative_absolute_error 0.975808 relative_absolute_error 0.977712 relative_absolute_error 0.978034 relative_absolute_error 0.968825 relative_absolute_error 0.98221 root_mean_prior_squared_error 0.372722 root_mean_prior_squared_error 0.372722 root_mean_prior_squared_error 0.372722 root_mean_prior_squared_error 0.372722 root_mean_prior_squared_error 0.372722 root_mean_prior_squared_error 0.372722 root_mean_prior_squared_error 0.372727 root_mean_prior_squared_error 0.372727 root_mean_prior_squared_error 0.372727 root_mean_prior_squared_error 0.372727 root_mean_squared_error 0.3744 root_mean_squared_error 0.374131 root_mean_squared_error 0.375883 root_mean_squared_error 0.374135 root_mean_squared_error 0.373701 root_mean_squared_error 0.374323 root_mean_squared_error 0.374728 root_mean_squared_error 0.37468 root_mean_squared_error 0.374156 root_mean_squared_error 0.373909 root_relative_squared_error 1.004502 root_relative_squared_error 1.003779 root_relative_squared_error 1.008482 root_relative_squared_error 1.00379 root_relative_squared_error 1.002625 root_relative_squared_error 1.004295 root_relative_squared_error 1.005369 root_relative_squared_error 1.005241 root_relative_squared_error 1.003834 root_relative_squared_error 1.003173 total_cost 3240710 total_cost 3243930 total_cost 3239930 total_cost 3245670 total_cost 3238860 total_cost 3253280 total_cost 3241180 total_cost 3241530 total_cost 3243740 total_cost 3227060 usercpu_time_millis 209520 usercpu_time_millis 291320 usercpu_time_millis 140100 usercpu_time_millis 189910 usercpu_time_millis 188860 usercpu_time_millis 241550 usercpu_time_millis 235780 usercpu_time_millis 263770 usercpu_time_millis 289160 usercpu_time_millis 193520 usercpu_time_millis_testing 6260 usercpu_time_millis_testing 8930 usercpu_time_millis_testing 4150 usercpu_time_millis_testing 5690 usercpu_time_millis_testing 5900 usercpu_time_millis_testing 7080 usercpu_time_millis_testing 7000 usercpu_time_millis_testing 7650 usercpu_time_millis_testing 8920 usercpu_time_millis_testing 6660 usercpu_time_millis_training 203260 usercpu_time_millis_training 282390 usercpu_time_millis_training 135950 usercpu_time_millis_training 184220 usercpu_time_millis_training 182960 usercpu_time_millis_training 234470 usercpu_time_millis_training 228780 usercpu_time_millis_training 256120 usercpu_time_millis_training 280240 usercpu_time_millis_training 186860