7834690 2702 OpenML_Bot R 10101 Supervised Classification 6767 mlr.classif.xgboost(9) 5866378 booster gblinear 6767 eta 0.0816183359618877 6767 subsample 0.204424480744638 6767 lambda 0.00478237450204918 6767 alpha 37.1484036646064 6767 nthread 1 6767 nrounds 4725 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 16593135 description https://api.openml.org/data/download/16593135/descriptionf55434b518cc.xml -1 16593136 predictions https://api.openml.org/data/download/16593136/predictionsf55462542e08.arff area_under_roc_curve 0.751715 [0.751715,0.751715] average_cost 0 f_measure 0.705738 [0.866926,0.189573] kappa 0.124398 kb_relative_information_score 71.398959 mean_absolute_error 0.311248 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.737862 [0.779021,0.606061] predictive_accuracy 0.77139 prior_entropy 0.792816 recall 0.77139 [0.977193,0.11236] relative_absolute_error 0.857327 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.393194 root_relative_squared_error 0.923337 scimark_benchmark 1337.54872579848 [ 1365.95562196442, 913.241461087755, 451.511908441308, 1726.06409859235, 2230.97053890656 ] total_cost 0 usercpu_time_millis 20.051 usercpu_time_millis_testing 0.0069999999999979 usercpu_time_millis_training 20.044 area_under_roc_curve 0.778265 [0.778265,0.778265] area_under_roc_curve 0.840643 [0.840643,0.840643] area_under_roc_curve 0.676413 [0.676413,0.676413] area_under_roc_curve 0.687622 [0.687622,0.687622] area_under_roc_curve 0.777778 [0.777778,0.777778] area_under_roc_curve 0.738304 [0.738304,0.738304] area_under_roc_curve 0.787037 [0.787037,0.787037] area_under_roc_curve 0.739279 [0.739279,0.739279] area_under_roc_curve 0.734262 [0.734262,0.734262] area_under_roc_curve 0.777606 [0.777606,0.777606] 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 0.686637 [0.870229,0.105263] 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 0.082073 kappa 0.233129 kappa 0.174757 kappa 0.140784 kappa 0.140784 kb_relative_information_score 6.268 kb_relative_information_score 13.158092 kb_relative_information_score -0.718822 kb_relative_information_score 2.302066 kb_relative_information_score 13.290147 kb_relative_information_score 7.551885 kb_relative_information_score 11.561265 kb_relative_information_score 3.708176 kb_relative_information_score 6.490516 kb_relative_information_score 7.787634 mean_absolute_error 0.316302 mean_absolute_error 0.291774 mean_absolute_error 0.34207 mean_absolute_error 0.332011 mean_absolute_error 0.288194 mean_absolute_error 0.309651 mean_absolute_error 0.294797 mean_absolute_error 0.324573 mean_absolute_error 0.304433 mean_absolute_error 0.308546 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 0.825405 [0.77027,1] 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 0.773333 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 0.773333 [1,0.055556] 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 0.868706 relative_absolute_error 0.801341 relative_absolute_error 0.939478 relative_absolute_error 0.911852 relative_absolute_error 0.791511 relative_absolute_error 0.850442 relative_absolute_error 0.809644 relative_absolute_error 0.891422 relative_absolute_error 0.848621 relative_absolute_error 0.860086 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 0.395013 root_mean_squared_error 0.370296 root_mean_squared_error 0.418201 root_mean_squared_error 0.427232 root_mean_squared_error 0.375118 root_mean_squared_error 0.39672 root_mean_squared_error 0.3757 root_mean_squared_error 0.39624 root_mean_squared_error 0.389215 root_mean_squared_error 0.384135 root_relative_squared_error 0.924905 root_relative_squared_error 0.86703 root_relative_squared_error 0.979199 root_relative_squared_error 1.000343 root_relative_squared_error 0.878322 root_relative_squared_error 0.928901 root_relative_squared_error 0.879685 root_relative_squared_error 0.927777 root_relative_squared_error 0.925041 root_relative_squared_error 0.912968 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