1861133 903 Philipp Probst 9977 Supervised Classification 5906 mlr.classif.xgboost(4) 37140 booster gblinear 5906 eta 0.00243763855541513 5906 subsample 0.388570273527876 5906 lambda 9.39434478292474 5906 alpha 23.5579487185674 5906 nrounds 3510 5906 verbose 0 5906 openml.seed 1 5906 openml.kind Mersenne-Twister 5906 openml.normal.kind Inversion 5906 botV1 mlrRandomBot sciBenchV1.0 1486 nomao https://www.openml.org/data/download/1592278/phpDYCOet -1 4671374 description https://api.openml.org/data/download/4671374/description766952bd24ac.xml -1 4671375 predictions https://api.openml.org/data/download/4671375/predictions76694ade4113.arff area_under_roc_curve 0.978877 [0.978877,0.978877] average_cost 0 f_measure 0.933037 [0.880947,0.953863] kappa 0.834843 kb_relative_information_score 24772.060037 mean_absolute_error 0.121107 mean_prior_absolute_error 0.40809 number_of_instances 34465 [9844,24621] precision 0.932939 [0.901361,0.945564] predictive_accuracy 0.933498 prior_entropy 0.863016 recall 0.933498 [0.861438,0.962309] relative_absolute_error 0.296764 root_mean_prior_squared_error 0.451711 root_mean_squared_error 0.226673 root_relative_squared_error 0.501809 total_cost 0 area_under_roc_curve 0.97708 [0.97708,0.97708] area_under_roc_curve 0.980382 [0.980382,0.980382] area_under_roc_curve 0.977319 [0.977319,0.977319] area_under_roc_curve 0.978545 [0.978545,0.978545] area_under_roc_curve 0.977135 [0.977135,0.977135] area_under_roc_curve 0.98011 [0.98011,0.98011] area_under_roc_curve 0.977977 [0.977977,0.977977] area_under_roc_curve 0.983257 [0.983257,0.983257] area_under_roc_curve 0.979378 [0.979378,0.979378] area_under_roc_curve 0.978116 [0.978116,0.978116] 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 f_measure 0.931358 [0.877922,0.952707] f_measure 0.93847 [0.891069,0.957434] f_measure 0.925444 [0.867257,0.948723] f_measure 0.935054 [0.885347,0.95494] f_measure 0.930002 [0.876033,0.951593] f_measure 0.932399 [0.878307,0.954018] f_measure 0.929879 [0.876474,0.951224] f_measure 0.940746 [0.894873,0.959081] f_measure 0.934649 [0.884178,0.95482] f_measure 0.932304 [0.87779,0.954092] kappa 0.830662 kappa 0.84852 kappa 0.816026 kappa 0.840298 kappa 0.827647 kappa 0.832433 kappa 0.827703 kappa 0.853975 kappa 0.839018 kappa 0.832013 kb_relative_information_score 2446.512035 kb_relative_information_score 2498.861228 kb_relative_information_score 2447.962995 kb_relative_information_score 2471.746782 kb_relative_information_score 2461.193593 kb_relative_information_score 2483.828492 kb_relative_information_score 2450.687081 kb_relative_information_score 2553.639401 kb_relative_information_score 2484.049682 kb_relative_information_score 2473.578747 mean_absolute_error 0.124405 mean_absolute_error 0.119294 mean_absolute_error 0.124449 mean_absolute_error 0.122501 mean_absolute_error 0.121903 mean_absolute_error 0.119791 mean_absolute_error 0.123519 mean_absolute_error 0.113171 mean_absolute_error 0.120503 mean_absolute_error 0.121527 mean_prior_absolute_error 0.408023 mean_prior_absolute_error 0.408147 mean_prior_absolute_error 0.408147 mean_prior_absolute_error 0.408147 mean_prior_absolute_error 0.408147 mean_prior_absolute_error 0.408058 mean_prior_absolute_error 0.408058 mean_prior_absolute_error 0.408058 mean_prior_absolute_error 0.408058 mean_prior_absolute_error 0.408058 number_of_instances 3447 [984,2463] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3447 [985,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] number_of_instances 3446 [984,2462] precision 0.931244 [0.897981,0.944533] precision 0.93836 [0.906513,0.951102] precision 0.925319 [0.889957,0.939466] precision 0.93492 [0.896875,0.950141] precision 0.929847 [0.891693,0.945112] precision 0.93273 [0.916115,0.93937] precision 0.929749 [0.884178,0.947963] precision 0.940666 [0.912355,0.951981] precision 0.93452 [0.9,0.948317] precision 0.932803 [0.919822,0.937991] predictive_accuracy 0.931825 predictive_accuracy 0.938787 predictive_accuracy 0.926023 predictive_accuracy 0.935306 predictive_accuracy 0.930374 predictive_accuracy 0.933256 predictive_accuracy 0.930064 predictive_accuracy 0.941091 predictive_accuracy 0.934997 predictive_accuracy 0.933256 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 prior_entropy 0.863016 recall 0.931825 [0.85874,0.961023] recall 0.938787 [0.876142,0.963851] recall 0.926023 [0.845685,0.958164] recall 0.935306 [0.874112,0.959789] recall 0.930374 [0.860914,0.958164] recall 0.933256 [0.843496,0.969131] recall 0.930064 [0.868902,0.954509] recall 0.941091 [0.878049,0.966288] recall 0.934997 [0.868902,0.961413] recall 0.933256 [0.839431,0.970755] relative_absolute_error 0.304897 relative_absolute_error 0.292281 relative_absolute_error 0.304912 relative_absolute_error 0.300139 relative_absolute_error 0.298675 relative_absolute_error 0.293564 relative_absolute_error 0.3027 relative_absolute_error 0.27734 relative_absolute_error 0.295309 relative_absolute_error 0.297818 root_mean_prior_squared_error 0.451636 root_mean_prior_squared_error 0.451774 root_mean_prior_squared_error 0.451774 root_mean_prior_squared_error 0.451774 root_mean_prior_squared_error 0.451774 root_mean_prior_squared_error 0.451675 root_mean_prior_squared_error 0.451675 root_mean_prior_squared_error 0.451675 root_mean_prior_squared_error 0.451675 root_mean_prior_squared_error 0.451675 root_mean_squared_error 0.231985 root_mean_squared_error 0.222605 root_mean_squared_error 0.231828 root_mean_squared_error 0.226513 root_mean_squared_error 0.231596 root_mean_squared_error 0.225666 root_mean_squared_error 0.228537 root_mean_squared_error 0.214069 root_mean_squared_error 0.224375 root_mean_squared_error 0.228953 root_relative_squared_error 0.513655 root_relative_squared_error 0.492736 root_relative_squared_error 0.513152 root_relative_squared_error 0.501387 root_relative_squared_error 0.512638 root_relative_squared_error 0.49962 root_relative_squared_error 0.505976 root_relative_squared_error 0.473943 root_relative_squared_error 0.496762 root_relative_squared_error 0.506898 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