1868701 903 Philipp Probst 37 Supervised Classification 5906 mlr.classif.xgboost(4) 43041 booster gblinear 5906 eta 0.0247553331936112 5906 subsample 0.109171188855544 5906 lambda 63.7942351683576 5906 alpha 1.08479457391886 5906 nrounds 2444 5906 verbose 0 5906 openml.seed 1 5906 openml.kind Mersenne-Twister 5906 openml.normal.kind Inversion 5906 botV1 mlrRandomBot sciBenchV1.0 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 4686511 description https://api.openml.org/data/download/4686511/description5c858550719.xml -1 4686512 predictions https://api.openml.org/data/download/4686512/predictions5c81af4dff1.arff area_under_roc_curve 0.819127 [0.819127,0.819127] average_cost 0 f_measure 0.754929 [0.832402,0.61039] kappa 0.448874 kb_relative_information_score 191.029044 mean_absolute_error 0.351614 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] precision 0.76062 [0.778746,0.726804] predictive_accuracy 0.765625 prior_entropy 0.933487 recall 0.765625 [0.894,0.526119] relative_absolute_error 0.773644 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.405433 root_relative_squared_error 0.850605 total_cost 0 area_under_roc_curve 0.912593 [0.912593,0.912593] area_under_roc_curve 0.748889 [0.748889,0.748889] area_under_roc_curve 0.861481 [0.861481,0.861481] area_under_roc_curve 0.82 [0.82,0.82] area_under_roc_curve 0.793333 [0.793333,0.793333] area_under_roc_curve 0.891111 [0.891111,0.891111] area_under_roc_curve 0.785926 [0.785926,0.785926] area_under_roc_curve 0.871852 [0.871852,0.871852] area_under_roc_curve 0.810769 [0.810769,0.810769] area_under_roc_curve 0.725385 [0.725385,0.725385] 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 0.799894 [0.857143,0.693878] f_measure 0.705903 [0.810811,0.511628] f_measure 0.773213 [0.838095,0.653061] f_measure 0.699723 [0.814159,0.487805] f_measure 0.773213 [0.838095,0.653061] f_measure 0.828662 [0.873786,0.745098] f_measure 0.738758 [0.825688,0.577778] f_measure 0.773655 [0.857143,0.619048] f_measure 0.754415 [0.830189,0.608696] f_measure 0.688477 [0.780952,0.510638] kappa 0.553191 kappa 0.339191 kappa 0.493617 kappa 0.326531 kappa 0.493617 kappa 0.619536 kappa 0.413157 kappa 0.491749 kappa 0.442997 kappa 0.295161 kb_relative_information_score 25.626208 kb_relative_information_score 13.389732 kb_relative_information_score 21.03041 kb_relative_information_score 18.274114 kb_relative_information_score 18.41158 kb_relative_information_score 22.596961 kb_relative_information_score 18.863218 kb_relative_information_score 21.297709 kb_relative_information_score 18.5897 kb_relative_information_score 12.949411 mean_absolute_error 0.322614 mean_absolute_error 0.377927 mean_absolute_error 0.344466 mean_absolute_error 0.352801 mean_absolute_error 0.358595 mean_absolute_error 0.339108 mean_absolute_error 0.354909 mean_absolute_error 0.342516 mean_absolute_error 0.347968 mean_absolute_error 0.375504 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.455001 mean_prior_absolute_error 0.452427 mean_prior_absolute_error 0.452427 number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 77 [50,27] number_of_instances 76 [50,26] number_of_instances 76 [50,26] precision 0.802243 [0.818182,0.772727] precision 0.720101 [0.737705,0.6875] precision 0.774498 [0.8,0.727273] precision 0.724593 [0.730159,0.714286] precision 0.774498 [0.8,0.727273] precision 0.828933 [0.849057,0.791667] precision 0.748514 [0.762712,0.722222] precision 0.806619 [0.774194,0.866667] precision 0.756391 [0.785714,0.7] precision 0.685919 [0.745455,0.571429] predictive_accuracy 0.805195 predictive_accuracy 0.727273 predictive_accuracy 0.779221 predictive_accuracy 0.727273 predictive_accuracy 0.779221 predictive_accuracy 0.831169 predictive_accuracy 0.753247 predictive_accuracy 0.792208 predictive_accuracy 0.763158 predictive_accuracy 0.697368 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 prior_entropy 0.933487 recall 0.805195 [0.9,0.62963] recall 0.727273 [0.9,0.407407] recall 0.779221 [0.88,0.592593] recall 0.727273 [0.92,0.37037] recall 0.779221 [0.88,0.592593] recall 0.831169 [0.9,0.703704] recall 0.753247 [0.9,0.481481] recall 0.792208 [0.96,0.481481] recall 0.763158 [0.88,0.538462] recall 0.697368 [0.82,0.461538] relative_absolute_error 0.70904 relative_absolute_error 0.830608 relative_absolute_error 0.757067 relative_absolute_error 0.775385 relative_absolute_error 0.788119 relative_absolute_error 0.74529 relative_absolute_error 0.780018 relative_absolute_error 0.752781 relative_absolute_error 0.769115 relative_absolute_error 0.829978 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.477175 root_mean_prior_squared_error 0.47447 root_mean_prior_squared_error 0.47447 root_mean_squared_error 0.365338 root_mean_squared_error 0.440361 root_mean_squared_error 0.391932 root_mean_squared_error 0.409875 root_mean_squared_error 0.409929 root_mean_squared_error 0.376021 root_mean_squared_error 0.415656 root_mean_squared_error 0.391086 root_mean_squared_error 0.41001 root_mean_squared_error 0.438076 root_relative_squared_error 0.765628 root_relative_squared_error 0.92285 root_relative_squared_error 0.821358 root_relative_squared_error 0.858961 root_relative_squared_error 0.859074 root_relative_squared_error 0.788014 root_relative_squared_error 0.871076 root_relative_squared_error 0.819586 root_relative_squared_error 0.864144 root_relative_squared_error 0.923295 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