7833327 2702 OpenML_Bot R 10101 Supervised Classification 6767 mlr.classif.xgboost(9) 5865017 booster gblinear 6767 eta 0.00418202783902557 6767 subsample 0.758267986006103 6767 lambda 0.0216958137416223 6767 alpha 0.00190333027283538 6767 nthread 1 6767 nrounds 3941 6767 verbose 0 6767 openml.seed 1 6767 openml.kind Mersenne-Twister 6767 openml.normal.kind Inversion 6767 AzureBot13 botV1 mlrRandomBot sciBenchV1.0 1464 blood-transfusion-service-center https://www.openml.org/data/download/1586225/php0iVrYT -1 16590425 description https://api.openml.org/data/download/16590425/description231518af437e.xml -1 16590426 predictions https://api.openml.org/data/download/16590426/predictions231535ddacdf.arff area_under_roc_curve 0.752799 [0.752799,0.752799] average_cost 0 f_measure 0.704853 [0.866044,0.188679] kappa 0.121634 kb_relative_information_score 72.132879 mean_absolute_error 0.309635 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.733384 [0.778711,0.588235] predictive_accuracy 0.770053 prior_entropy 0.792816 recall 0.770053 [0.975439,0.11236] relative_absolute_error 0.852884 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.392798 root_relative_squared_error 0.922408 scimark_benchmark 1316.21594398073 [ 1334.50594515356, 900.555678727322, 449.304968147749, 1696.28300717774, 2200.4301206973 ] total_cost 0 usercpu_time_millis 15.403 usercpu_time_millis_testing 0.00800000000000622 usercpu_time_millis_training 15.395 area_under_roc_curve 0.776316 [0.776316,0.776316] area_under_roc_curve 0.83577 [0.83577,0.83577] area_under_roc_curve 0.692008 [0.692008,0.692008] area_under_roc_curve 0.69347 [0.69347,0.69347] area_under_roc_curve 0.775828 [0.775828,0.775828] area_under_roc_curve 0.740253 [0.740253,0.740253] area_under_roc_curve 0.782164 [0.782164,0.782164] area_under_roc_curve 0.73538 [0.73538,0.73538] area_under_roc_curve 0.729102 [0.729102,0.729102] area_under_roc_curve 0.785862 [0.785862,0.785862] 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 0.663068 [0.84375,0.090909] f_measure 0.714462 [0.876923,0.2] f_measure 0.643077 [0.846154,0] f_measure 0.663068 [0.84375,0.090909] f_measure 0.775556 [0.888889,0.416667] f_measure 0.678769 [0.861538,0.1] f_measure 0.740199 [0.883721,0.285714] f_measure 0.720876 [0.866142,0.26087] f_measure 0.719932 [0.875,0.2] f_measure 0.719932 [0.875,0.2] kappa 0.003984 kappa 0.159664 kappa -0.05042 kappa 0.003984 kappa 0.337121 kappa 0.054622 kappa 0.233129 kappa 0.174757 kappa 0.140784 kappa 0.140784 kb_relative_information_score 6.319429 kb_relative_information_score 13.322403 kb_relative_information_score -0.022141 kb_relative_information_score 2.47192 kb_relative_information_score 13.321473 kb_relative_information_score 7.372338 kb_relative_information_score 11.192645 kb_relative_information_score 3.475416 kb_relative_information_score 6.549447 kb_relative_information_score 8.129949 mean_absolute_error 0.314349 mean_absolute_error 0.29005 mean_absolute_error 0.338621 mean_absolute_error 0.329977 mean_absolute_error 0.286646 mean_absolute_error 0.309112 mean_absolute_error 0.294122 mean_absolute_error 0.324183 mean_absolute_error 0.303741 mean_absolute_error 0.305413 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.364107 mean_prior_absolute_error 0.358739 mean_prior_absolute_error 0.358739 number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 75 [57,18] number_of_instances 74 [57,17] number_of_instances 74 [57,17] precision 0.638028 [0.760563,0.25] precision 0.833425 [0.780822,1] precision 0.572603 [0.753425,0] precision 0.638028 [0.760563,0.25] precision 0.816812 [0.811594,0.833333] precision 0.703014 [0.767123,0.5] precision 0.841667 [0.791667,1] precision 0.741143 [0.785714,0.6] precision 0.76069 [0.788732,0.666667] precision 0.76069 [0.788732,0.666667] predictive_accuracy 0.733333 predictive_accuracy 0.786667 predictive_accuracy 0.733333 predictive_accuracy 0.733333 predictive_accuracy 0.813333 predictive_accuracy 0.76 predictive_accuracy 0.8 predictive_accuracy 0.773333 predictive_accuracy 0.783784 predictive_accuracy 0.783784 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 prior_entropy 0.792816 recall 0.733333 [0.947368,0.055556] recall 0.786667 [1,0.111111] recall 0.733333 [0.964912,0] recall 0.733333 [0.947368,0.055556] recall 0.813333 [0.982456,0.277778] recall 0.76 [0.982456,0.055556] recall 0.8 [1,0.166667] recall 0.773333 [0.964912,0.166667] recall 0.783784 [0.982456,0.117647] recall 0.783784 [0.982456,0.117647] relative_absolute_error 0.863343 relative_absolute_error 0.796608 relative_absolute_error 0.930004 relative_absolute_error 0.906264 relative_absolute_error 0.787257 relative_absolute_error 0.848961 relative_absolute_error 0.807791 relative_absolute_error 0.890352 relative_absolute_error 0.84669 relative_absolute_error 0.851353 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.427085 root_mean_prior_squared_error 0.420754 root_mean_prior_squared_error 0.420754 root_mean_squared_error 0.394215 root_mean_squared_error 0.369591 root_mean_squared_error 0.414667 root_mean_squared_error 0.426856 root_mean_squared_error 0.375749 root_mean_squared_error 0.397146 root_mean_squared_error 0.376941 root_mean_squared_error 0.396885 root_mean_squared_error 0.390066 root_mean_squared_error 0.382019 root_relative_squared_error 0.923037 root_relative_squared_error 0.865379 root_relative_squared_error 0.970924 root_relative_squared_error 0.999464 root_relative_squared_error 0.879799 root_relative_squared_error 0.9299 root_relative_squared_error 0.88259 root_relative_squared_error 0.929287 root_relative_squared_error 0.927064 root_relative_squared_error 0.90794 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