7829914 2702 OpenML_Bot R 145853 Supervised Classification 6767 mlr.classif.xgboost(9) 5861605 booster gblinear 6767 eta 0.0628585130174476 6767 subsample 0.544769045128487 6767 lambda 4.0010029183283 6767 alpha 0.0224043459589314 6767 nthread 1 6767 nrounds 1359 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot20 botV1 mlrRandomBot sciBenchV1.0 1485 madelon https://www.openml.org/data/download/1590986/phpfLuQE4 -1 16583613 description https://api.openml.org/data/download/16583613/descriptiona3b057d7bac4.xml -1 16583614 predictions https://api.openml.org/data/download/16583614/predictionsa3b094f043c.arff area_under_roc_curve 0.62897 [0.62897,0.62897] average_cost 0 f_measure 0.599615 [0.599153,0.600077] kappa 0.199231 kb_relative_information_score 181.858878 mean_absolute_error 0.471817 mean_prior_absolute_error 0.5 number_of_instances 2600 [1300,1300] precision 0.599616 [0.599846,0.599386] predictive_accuracy 0.599615 prior_entropy 1 recall 0.599615 [0.598462,0.600769] relative_absolute_error 0.943635 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.487789 root_relative_squared_error 0.975579 scimark_benchmark 1244.06904264062 [ 1283.00487717328, 844.298816026191, 427.474263365167, 1616.01266948409, 2049.55458715435 ] total_cost 0 usercpu_time_millis 760.103 usercpu_time_millis_testing 0.481999999999857 usercpu_time_millis_training 759.621 area_under_roc_curve 0.64929 [0.64929,0.64929] area_under_roc_curve 0.678876 [0.678876,0.678876] area_under_roc_curve 0.576391 [0.576391,0.576391] area_under_roc_curve 0.599704 [0.599704,0.599704] area_under_roc_curve 0.653905 [0.653905,0.653905] area_under_roc_curve 0.647515 [0.647515,0.647515] area_under_roc_curve 0.575385 [0.575385,0.575385] area_under_roc_curve 0.618521 [0.618521,0.618521] area_under_roc_curve 0.58716 [0.58716,0.58716] area_under_roc_curve 0.693728 [0.693728,0.693728] 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 0.603793 [0.608365,0.599222] f_measure 0.621981 [0.642336,0.601626] f_measure 0.55215 [0.52459,0.57971] f_measure 0.584394 [0.574803,0.593985] f_measure 0.607669 [0.604651,0.610687] f_measure 0.638462 [0.638462,0.638462] f_measure 0.557633 [0.552529,0.562738] f_measure 0.596004 [0.588235,0.603774] f_measure 0.565069 [0.576779,0.55336] f_measure 0.665261 [0.671698,0.658824] kappa 0.207692 kappa 0.246154 kappa 0.107692 kappa 0.169231 kappa 0.215385 kappa 0.276923 kappa 0.115385 kappa 0.192308 kappa 0.130769 kappa 0.330769 kb_relative_information_score 21.518352 kb_relative_information_score 24.874146 kb_relative_information_score 11.160604 kb_relative_information_score 15.651739 kb_relative_information_score 21.251696 kb_relative_information_score 20.614803 kb_relative_information_score 11.067037 kb_relative_information_score 16.516832 kb_relative_information_score 12.969899 kb_relative_information_score 26.23377 mean_absolute_error 0.466329 mean_absolute_error 0.460962 mean_absolute_error 0.482527 mean_absolute_error 0.475524 mean_absolute_error 0.467668 mean_absolute_error 0.468359 mean_absolute_error 0.482957 mean_absolute_error 0.474471 mean_absolute_error 0.479273 mean_absolute_error 0.460105 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 mean_prior_absolute_error 0.5 number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] number_of_instances 260 [130,130] precision 0.603901 [0.601504,0.606299] precision 0.624521 [0.611111,0.637931] precision 0.554674 [0.561404,0.547945] precision 0.584796 [0.58871,0.580882] precision 0.607718 [0.609375,0.606061] precision 0.638462 [0.638462,0.638462] precision 0.557723 [0.559055,0.556391] precision 0.596296 [0.6,0.592593] precision 0.565575 [0.562044,0.569106] precision 0.66563 [0.659259,0.672] predictive_accuracy 0.603846 predictive_accuracy 0.623077 predictive_accuracy 0.553846 predictive_accuracy 0.584615 predictive_accuracy 0.607692 predictive_accuracy 0.638462 predictive_accuracy 0.557692 predictive_accuracy 0.596154 predictive_accuracy 0.565385 predictive_accuracy 0.665385 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 prior_entropy 1 recall 0.603846 [0.615385,0.592308] recall 0.623077 [0.676923,0.569231] recall 0.553846 [0.492308,0.615385] recall 0.584615 [0.561538,0.607692] recall 0.607692 [0.6,0.615385] recall 0.638462 [0.638462,0.638462] recall 0.557692 [0.546154,0.569231] recall 0.596154 [0.576923,0.615385] recall 0.565385 [0.592308,0.538462] recall 0.665385 [0.684615,0.646154] relative_absolute_error 0.932657 relative_absolute_error 0.921924 relative_absolute_error 0.965055 relative_absolute_error 0.951047 relative_absolute_error 0.935337 relative_absolute_error 0.936718 relative_absolute_error 0.965913 relative_absolute_error 0.948942 relative_absolute_error 0.958545 relative_absolute_error 0.920209 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_prior_squared_error 0.5 root_mean_squared_error 0.482704 root_mean_squared_error 0.47666 root_mean_squared_error 0.498638 root_mean_squared_error 0.495015 root_mean_squared_error 0.48227 root_mean_squared_error 0.483041 root_mean_squared_error 0.499226 root_mean_squared_error 0.490019 root_mean_squared_error 0.494713 root_mean_squared_error 0.474868 root_relative_squared_error 0.965408 root_relative_squared_error 0.953321 root_relative_squared_error 0.997275 root_relative_squared_error 0.99003 root_relative_squared_error 0.964541 root_relative_squared_error 0.966082 root_relative_squared_error 0.998451 root_relative_squared_error 0.980038 root_relative_squared_error 0.989426 root_relative_squared_error 0.949736 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