1861139 903 Philipp Probst 9977 Supervised Classification 5906 mlr.classif.xgboost(4) 37146 eta 0.738196048657971 5906 max_depth 14 5906 min_child_weight 3.10161354572514 5906 subsample 0.982198246452026 5906 colsample_bytree 0.561354363337159 5906 colsample_bylevel 0.868745086016133 5906 lambda 1.48782614251678 5906 alpha 8.19280689264527 5906 nrounds 1728 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 4671386 description https://api.openml.org/data/download/4671386/description48404f364155.xml -1 4671387 predictions https://api.openml.org/data/download/4671387/predictions484013605c66.arff area_under_roc_curve 0.995243 [0.995243,0.995243] average_cost 0 f_measure 0.970879 [0.948944,0.979649] kappa 0.928593 kb_relative_information_score 31209.617959 mean_absolute_error 0.038498 mean_prior_absolute_error 0.40809 number_of_instances 34465 [9844,24621] precision 0.970863 [0.951025,0.978795] predictive_accuracy 0.970898 prior_entropy 0.863016 recall 0.970898 [0.946871,0.980504] relative_absolute_error 0.094337 root_mean_prior_squared_error 0.451711 root_mean_squared_error 0.148646 root_relative_squared_error 0.329074 total_cost 0 area_under_roc_curve 0.995375 [0.995375,0.995375] area_under_roc_curve 0.995096 [0.995096,0.995096] area_under_roc_curve 0.99367 [0.99367,0.99367] area_under_roc_curve 0.996642 [0.996642,0.996642] area_under_roc_curve 0.995332 [0.995332,0.995332] area_under_roc_curve 0.995463 [0.995463,0.995463] area_under_roc_curve 0.994993 [0.994993,0.994993] area_under_roc_curve 0.996033 [0.996033,0.996033] area_under_roc_curve 0.995173 [0.995173,0.995173] area_under_roc_curve 0.994895 [0.994895,0.994895] 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 0.970954 [0.94898,0.979732] f_measure 0.970142 [0.947848,0.979061] f_measure 0.967528 [0.943262,0.977236] f_measure 0.974749 [0.95577,0.982342] f_measure 0.969829 [0.947208,0.978879] f_measure 0.970641 [0.94839,0.979534] f_measure 0.96902 [0.946041,0.978203] f_measure 0.972654 [0.951844,0.980972] f_measure 0.972436 [0.951752,0.980703] f_measure 0.970844 [0.9484,0.979814] kappa 0.928713 kappa 0.926909 kappa 0.920498 kappa 0.938112 kappa 0.926087 kappa 0.927925 kappa 0.924246 kappa 0.932818 kappa 0.932455 kappa 0.928221 kb_relative_information_score 3121.774915 kb_relative_information_score 3114.541269 kb_relative_information_score 3083.579223 kb_relative_information_score 3149.851754 kb_relative_information_score 3112.053296 kb_relative_information_score 3120.604647 kb_relative_information_score 3102.060526 kb_relative_information_score 3145.621357 kb_relative_information_score 3124.847362 kb_relative_information_score 3134.683611 mean_absolute_error 0.038548 mean_absolute_error 0.039443 mean_absolute_error 0.042671 mean_absolute_error 0.036226 mean_absolute_error 0.039622 mean_absolute_error 0.038274 mean_absolute_error 0.040127 mean_absolute_error 0.035348 mean_absolute_error 0.037813 mean_absolute_error 0.036907 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 0.970931 [0.952869,0.978146] precision 0.970169 [0.945455,0.980057] precision 0.967551 [0.941355,0.978031] precision 0.974739 [0.95723,0.981744] precision 0.969829 [0.947208,0.978879] precision 0.970615 [0.953751,0.977355] precision 0.969133 [0.938939,0.981201] precision 0.972638 [0.959711,0.977805] precision 0.97244 [0.951269,0.980902] precision 0.970889 [0.963312,0.973917] predictive_accuracy 0.970989 predictive_accuracy 0.970119 predictive_accuracy 0.967508 predictive_accuracy 0.974761 predictive_accuracy 0.969829 predictive_accuracy 0.970691 predictive_accuracy 0.96895 predictive_accuracy 0.972722 predictive_accuracy 0.972432 predictive_accuracy 0.970981 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 0.970989 [0.945122,0.981324] recall 0.970119 [0.950254,0.978067] recall 0.967508 [0.945178,0.976442] recall 0.974761 [0.954315,0.982941] recall 0.969829 [0.947208,0.978879] recall 0.970691 [0.943089,0.981722] recall 0.96895 [0.953252,0.975223] recall 0.972722 [0.944106,0.984159] recall 0.972432 [0.952236,0.980504] recall 0.970981 [0.933943,0.985784] relative_absolute_error 0.094475 relative_absolute_error 0.09664 relative_absolute_error 0.104549 relative_absolute_error 0.088756 relative_absolute_error 0.097078 relative_absolute_error 0.093796 relative_absolute_error 0.098336 relative_absolute_error 0.086625 relative_absolute_error 0.092666 relative_absolute_error 0.090446 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 0.151327 root_mean_squared_error 0.151182 root_mean_squared_error 0.159241 root_mean_squared_error 0.137937 root_mean_squared_error 0.152025 root_mean_squared_error 0.147861 root_mean_squared_error 0.15335 root_mean_squared_error 0.140969 root_mean_squared_error 0.147332 root_mean_squared_error 0.144037 root_relative_squared_error 0.335064 root_relative_squared_error 0.334642 root_relative_squared_error 0.352479 root_relative_squared_error 0.305323 root_relative_squared_error 0.336506 root_relative_squared_error 0.327361 root_relative_squared_error 0.339515 root_relative_squared_error 0.312102 root_relative_squared_error 0.326191 root_relative_squared_error 0.318896 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