163916 2 Joaquin Vanschoren 7294 Supervised Classification area_under_roc_curve 471 weka.LogitBoost_DecisionStump(2) 963 weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 160 -W weka.classifiers.trees.DecisionStump E 1 471 H 1.0 471 I 160 471 L -1.7976931348623157E308 471 O 1 471 P 100 471 S 1 471 W weka.classifiers.trees.DecisionStump 471 Z 3.0 471 weka weka_3.7.12-SNAPSHOT 1218 Click_prediction_small https://www.openml.org/data/download/183150/phpqZOQcc -1 535982 description https://api.openml.org/data/download/535982/weka_generated_run4562954228193615688.xml -1 535985 model_readable https://api.openml.org/data/download/535985/WekaModel_weka.classifiers.meta.LogitBoost2801175282798421443.model -1 535984 model_serialized https://api.openml.org/data/download/535984/WekaSerialized_weka.classifiers.meta.LogitBoost2105094983770293960.model -1 535983 predictions https://api.openml.org/data/download/535983/weka_generated_predictions3704610692367629244.arff area_under_roc_curve 0.703575 [0.703575,0.703575] average_cost 16.028702 f_measure 0.771087 [0.909934,0.077112] kappa 0.057475 kb_relative_information_score -82068.688821 mean_absolute_error 0.255816 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 0.80145 [0.838342,0.617059] predictive_accuracy 0.835883 prior_entropy 0.650142 recall 0.835883 [0.994894,0.041126] relative_absolute_error 0.92071 root_mean_prior_squared_error 0.372724 root_mean_squared_error 0.357066 root_relative_squared_error 0.957991 scimark_benchmark 943.281734 [557.443486323891, 1015.5230404536866, 483.8854846559526, 905.1933242603652, 1754.3633351405556] total_cost 32015890 usercpu_time_millis 2217590 usercpu_time_millis_testing 1520 usercpu_time_millis_training 2216070 area_under_roc_curve 0.703562 [0.703562,0.703562] area_under_roc_curve 0.703008 [0.703008,0.703008] area_under_roc_curve 0.703577 [0.703577,0.703577] area_under_roc_curve 0.702099 [0.702099,0.702099] area_under_roc_curve 0.704471 [0.704471,0.704471] area_under_roc_curve 0.702076 [0.702076,0.702076] area_under_roc_curve 0.702996 [0.702996,0.702996] area_under_roc_curve 0.703821 [0.703821,0.703821] area_under_roc_curve 0.704196 [0.704196,0.704196] area_under_roc_curve 0.706 [0.706,0.706] average_cost 15.964524 average_cost 16.0619 average_cost 16.026855 average_cost 16.025453 average_cost 16.045879 average_cost 16.022099 average_cost 16.018694 average_cost 16.056543 average_cost 16.036818 average_cost 16.028257 f_measure 0.772511 [0.910262,0.083997] f_measure 0.770344 [0.909762,0.073502] f_measure 0.771158 [0.909992,0.077233] f_measure 0.771098 [0.909856,0.077553] f_measure 0.770614 [0.909705,0.075404] f_measure 0.771255 [0.910002,0.077763] f_measure 0.771401 [0.910123,0.078061] f_measure 0.770428 [0.909725,0.074212] f_measure 0.770925 [0.909917,0.076236] f_measure 0.771134 [0.90999,0.077127] kappa 0.063462 kappa 0.054336 kappa 0.057738 kappa 0.057556 kappa 0.055539 kappa 0.058152 kappa 0.058744 kappa 0.054746 kappa 0.056796 kappa 0.057663 kb_relative_information_score -8174.908822 kb_relative_information_score -8529.490925 kb_relative_information_score -8457.874972 kb_relative_information_score -8271.459653 kb_relative_information_score -7924.727533 kb_relative_information_score -8680.637899 kb_relative_information_score -7946.672084 kb_relative_information_score -8107.753242 kb_relative_information_score -8107.679251 kb_relative_information_score -7867.484441 mean_absolute_error 0.255968 mean_absolute_error 0.256035 mean_absolute_error 0.255986 mean_absolute_error 0.255644 mean_absolute_error 0.255815 mean_absolute_error 0.256164 mean_absolute_error 0.255576 mean_absolute_error 0.255776 mean_absolute_error 0.255629 mean_absolute_error 0.255566 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 0.805506 [0.838888,0.638652] precision 0.799146 [0.83806,0.60464] precision 0.802349 [0.838365,0.622333] precision 0.800181 [0.838357,0.609368] precision 0.798082 [0.838176,0.597681] precision 0.802431 [0.838404,0.622633] precision 0.804387 [0.838447,0.634158] precision 0.798537 [0.838096,0.600821] precision 0.801332 [0.838276,0.616682] precision 0.802375 [0.838353,0.622556] predictive_accuracy 0.836538 predictive_accuracy 0.835542 predictive_accuracy 0.835983 predictive_accuracy 0.835762 predictive_accuracy 0.835477 predictive_accuracy 0.836008 predictive_accuracy 0.836213 predictive_accuracy 0.835492 predictive_accuracy 0.835842 predictive_accuracy 0.835978 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 0.836538 [0.994911,0.044955] recall 0.835542 [0.994881,0.039129] recall 0.835983 [0.995001,0.041171] recall 0.835762 [0.994689,0.041411] recall 0.835477 [0.994581,0.04024] recall 0.836008 [0.994971,0.041471] recall 0.836213 [0.995199,0.04159] recall 0.835492 [0.994743,0.039548] recall 0.835842 [0.994947,0.040629] recall 0.835978 [0.995013,0.04111] relative_absolute_error 0.921263 relative_absolute_error 0.921502 relative_absolute_error 0.921328 relative_absolute_error 0.920097 relative_absolute_error 0.920712 relative_absolute_error 0.921966 relative_absolute_error 0.919839 relative_absolute_error 0.920561 relative_absolute_error 0.920029 relative_absolute_error 0.919803 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 0.356834 root_mean_squared_error 0.35736 root_mean_squared_error 0.35703 root_mean_squared_error 0.357191 root_mean_squared_error 0.357095 root_mean_squared_error 0.357269 root_mean_squared_error 0.357071 root_mean_squared_error 0.357171 root_mean_squared_error 0.357031 root_mean_squared_error 0.356606 root_relative_squared_error 0.957372 root_relative_squared_error 0.958785 root_relative_squared_error 0.957899 root_relative_squared_error 0.958331 root_relative_squared_error 0.958074 root_relative_squared_error 0.958541 root_relative_squared_error 0.957997 root_relative_squared_error 0.958265 root_relative_squared_error 0.957891 root_relative_squared_error 0.956749 total_cost 3188770 total_cost 3208220 total_cost 3201220 total_cost 3200940 total_cost 3205020 total_cost 3200270 total_cost 3199590 total_cost 3207150 total_cost 3203210 total_cost 3201500 usercpu_time_millis 1970340 usercpu_time_millis 2068310 usercpu_time_millis 1940480 usercpu_time_millis 1969680 usercpu_time_millis 2039090 usercpu_time_millis 1833120 usercpu_time_millis 1909760 usercpu_time_millis 2018070 usercpu_time_millis 1987570 usercpu_time_millis 1973330 usercpu_time_millis_testing 200 usercpu_time_millis_testing 220 usercpu_time_millis_testing 220 usercpu_time_millis_testing 220 usercpu_time_millis_testing 200 usercpu_time_millis_testing 200 usercpu_time_millis_testing 230 usercpu_time_millis_testing 230 usercpu_time_millis_testing 220 usercpu_time_millis_testing 220 usercpu_time_millis_training 1970140 usercpu_time_millis_training 2068090 usercpu_time_millis_training 1940260 usercpu_time_millis_training 1969460 usercpu_time_millis_training 2038890 usercpu_time_millis_training 1832920 usercpu_time_millis_training 1909530 usercpu_time_millis_training 2017840 usercpu_time_millis_training 1987350 usercpu_time_millis_training 1973110