1861128 903 Philipp Probst 9977 Supervised Classification 5906 mlr.classif.xgboost(4) 37135 booster gblinear 5906 eta 0.158961389933598 5906 subsample 0.96207850377541 5906 lambda 801.922169999123 5906 alpha 0.0013314126282272 5906 nrounds 1486 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 4671364 description https://api.openml.org/data/download/4671364/description724220a3edd5.xml -1 4671365 predictions https://api.openml.org/data/download/4671365/predictions724275728db6.arff area_under_roc_curve 0.977768 [0.977768,0.977768] average_cost 0 f_measure 0.9282 [0.870969,0.951081] kappa 0.822153 kb_relative_information_score 21996.081502 mean_absolute_error 0.16071 mean_prior_absolute_error 0.40809 number_of_instances 34465 [9844,24621] precision 0.928396 [0.906315,0.937224] predictive_accuracy 0.929058 prior_entropy 0.863016 recall 0.929058 [0.838277,0.965355] relative_absolute_error 0.393809 root_mean_prior_squared_error 0.451711 root_mean_squared_error 0.243833 root_relative_squared_error 0.539799 total_cost 0 area_under_roc_curve 0.975603 [0.975603,0.975603] area_under_roc_curve 0.979729 [0.979729,0.979729] area_under_roc_curve 0.976396 [0.976396,0.976396] area_under_roc_curve 0.97781 [0.97781,0.97781] area_under_roc_curve 0.976302 [0.976302,0.976302] area_under_roc_curve 0.978722 [0.978722,0.978722] area_under_roc_curve 0.976278 [0.976278,0.976278] area_under_roc_curve 0.981539 [0.981539,0.981539] area_under_roc_curve 0.978549 [0.978549,0.978549] area_under_roc_curve 0.977064 [0.977064,0.977064] 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 0.92828 [0.870763,0.951258] f_measure 0.931833 [0.877378,0.953619] f_measure 0.921282 [0.858501,0.9464] f_measure 0.931056 [0.877466,0.952496] f_measure 0.924376 [0.864638,0.948276] f_measure 0.927006 [0.868225,0.950499] f_measure 0.925626 [0.867155,0.948996] f_measure 0.934322 [0.882353,0.955092] f_measure 0.931601 [0.877174,0.953353] f_measure 0.926552 [0.865801,0.950833] kappa 0.822142 kappa 0.831106 kappa 0.805019 kappa 0.829997 kappa 0.812994 kappa 0.818866 kappa 0.816211 kappa 0.837515 kappa 0.830618 kappa 0.816916 kb_relative_information_score 2172.187037 kb_relative_information_score 2218.099631 kb_relative_information_score 2167.146042 kb_relative_information_score 2189.966667 kb_relative_information_score 2195.725174 kb_relative_information_score 2214.774052 kb_relative_information_score 2169.592424 kb_relative_information_score 2268.897461 kb_relative_information_score 2213.579876 kb_relative_information_score 2186.113136 mean_absolute_error 0.163871 mean_absolute_error 0.159049 mean_absolute_error 0.163836 mean_absolute_error 0.1624 mean_absolute_error 0.160368 mean_absolute_error 0.158548 mean_absolute_error 0.163739 mean_absolute_error 0.153547 mean_absolute_error 0.160032 mean_absolute_error 0.161706 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 0.928587 [0.909292,0.936296] precision 0.932155 [0.915105,0.938976] precision 0.921417 [0.894389,0.93223] precision 0.930946 [0.897981,0.944134] precision 0.92438 [0.89468,0.936263] precision 0.927417 [0.9098,0.934458] precision 0.925558 [0.893319,0.938443] precision 0.934441 [0.913043,0.942993] precision 0.931794 [0.911281,0.939992] precision 0.927935 [0.925926,0.928737] predictive_accuracy 0.929214 predictive_accuracy 0.932695 predictive_accuracy 0.922251 predictive_accuracy 0.931535 predictive_accuracy 0.925152 predictive_accuracy 0.928033 predictive_accuracy 0.926291 predictive_accuracy 0.934997 predictive_accuracy 0.932385 predictive_accuracy 0.928033 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 0.929214 [0.835366,0.966707] recall 0.932695 [0.84264,0.968725] recall 0.922251 [0.825381,0.961007] recall 0.931535 [0.857868,0.961007] recall 0.925152 [0.836548,0.960601] recall 0.928033 [0.830285,0.9671] recall 0.926291 [0.84248,0.959789] recall 0.934997 [0.853659,0.967506] recall 0.932385 [0.845528,0.9671] recall 0.928033 [0.813008,0.974005] relative_absolute_error 0.401623 relative_absolute_error 0.389686 relative_absolute_error 0.401414 relative_absolute_error 0.397895 relative_absolute_error 0.392918 relative_absolute_error 0.388543 relative_absolute_error 0.401263 relative_absolute_error 0.376286 relative_absolute_error 0.392179 relative_absolute_error 0.396283 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 0.248179 root_mean_squared_error 0.240303 root_mean_squared_error 0.248368 root_mean_squared_error 0.244186 root_mean_squared_error 0.24554 root_mean_squared_error 0.242026 root_mean_squared_error 0.245685 root_mean_squared_error 0.234421 root_mean_squared_error 0.241409 root_mean_squared_error 0.24786 root_relative_squared_error 0.549511 root_relative_squared_error 0.531909 root_relative_squared_error 0.549763 root_relative_squared_error 0.540505 root_relative_squared_error 0.543502 root_relative_squared_error 0.53584 root_relative_squared_error 0.543941 root_relative_squared_error 0.519002 root_relative_squared_error 0.534476 root_relative_squared_error 0.548758 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