7835213 2702 OpenML_Bot R 10101 Supervised Classification 6767 mlr.classif.xgboost(9) 5866901 booster gblinear 6767 eta 0.0885214862963833 6767 subsample 0.198335441108793 6767 lambda 4.61369311528397 6767 alpha 0.00735865761514971 6767 nthread 1 6767 nrounds 2736 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 16594179 description https://api.openml.org/data/download/16594179/description481c1828c449.xml -1 16594180 predictions https://api.openml.org/data/download/16594180/predictions481c5e5d644d.arff area_under_roc_curve 0.751557 [0.751557,0.751557] average_cost 0 f_measure 0.707391 [0.866719,0.197183] kappa 0.129072 kb_relative_information_score 73.287447 mean_absolute_error 0.308965 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.737016 [0.779804,0.6] predictive_accuracy 0.77139 prior_entropy 0.792816 recall 0.77139 [0.975439,0.117978] relative_absolute_error 0.851039 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.392802 root_relative_squared_error 0.922416 scimark_benchmark 1342.62812320327 [ 1345.34669135881, 917.012045165444, 457.265552044562, 1725.21838019906, 2268.2979472485 ] total_cost 0 usercpu_time_millis 12.837 usercpu_time_millis_testing 0.00799999999999912 usercpu_time_millis_training 12.829 area_under_roc_curve 0.778265 [0.778265,0.778265] area_under_roc_curve 0.839669 [0.839669,0.839669] area_under_roc_curve 0.678363 [0.678363,0.678363] area_under_roc_curve 0.689571 [0.689571,0.689571] area_under_roc_curve 0.778752 [0.778752,0.778752] area_under_roc_curve 0.737329 [0.737329,0.737329] area_under_roc_curve 0.785088 [0.785088,0.785088] area_under_roc_curve 0.736355 [0.736355,0.736355] area_under_roc_curve 0.734262 [0.734262,0.734262] area_under_roc_curve 0.776574 [0.776574,0.776574] 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 0.688038 [0.850394,0.173913] 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 0.07767 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 6.463324 kb_relative_information_score 13.513222 kb_relative_information_score -0.414981 kb_relative_information_score 2.612843 kb_relative_information_score 13.527031 kb_relative_information_score 7.671871 kb_relative_information_score 11.626391 kb_relative_information_score 3.447674 kb_relative_information_score 6.526498 kb_relative_information_score 8.313574 mean_absolute_error 0.313776 mean_absolute_error 0.288887 mean_absolute_error 0.339863 mean_absolute_error 0.329443 mean_absolute_error 0.285655 mean_absolute_error 0.307817 mean_absolute_error 0.292587 mean_absolute_error 0.323514 mean_absolute_error 0.302994 mean_absolute_error 0.304982 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 0.682286 [0.771429,0.4] 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 0.746667 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 0.746667 [0.947368,0.111111] 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 0.861768 relative_absolute_error 0.793413 relative_absolute_error 0.933417 relative_absolute_error 0.904798 relative_absolute_error 0.784536 relative_absolute_error 0.845404 relative_absolute_error 0.803574 relative_absolute_error 0.888515 relative_absolute_error 0.844608 relative_absolute_error 0.85015 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 0.394243 root_mean_squared_error 0.368921 root_mean_squared_error 0.416693 root_mean_squared_error 0.427197 root_mean_squared_error 0.375302 root_mean_squared_error 0.396795 root_mean_squared_error 0.375516 root_mean_squared_error 0.396995 root_mean_squared_error 0.390146 root_mean_squared_error 0.382102 root_relative_squared_error 0.923103 root_relative_squared_error 0.863811 root_relative_squared_error 0.975667 root_relative_squared_error 1.000262 root_relative_squared_error 0.878752 root_relative_squared_error 0.929077 root_relative_squared_error 0.879254 root_relative_squared_error 0.929545 root_relative_squared_error 0.927256 root_relative_squared_error 0.908137 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