8081264 2702 OpenML_Bot R 37 Supervised Classification 5965 mlr.classif.ranger(9) 6111654 num.trees 1541 5965 mtry 2 5965 min.node.size 13 5965 replace FALSE 5965 sample.fraction 0.317150740372017 5965 num.threads 1 5965 verbose FALSE 5965 openml.seed 1 5965 openml.kind Mersenne-Twister 5965 openml.normal.kind Inversion 5965 botV1 37 diabetes https://www.openml.org/data/download/37/dataset_37_diabetes.arff -1 17084849 description https://api.openml.org/data/download/17084849/description2a0a589caee4.xml -1 17084850 predictions https://api.openml.org/data/download/17084850/predictions2a0a6ca9680f.arff area_under_roc_curve 0.835694 [0.835694,0.835694] average_cost 0 f_measure 0.772507 [0.835735,0.654545] kappa 0.491938 kb_relative_information_score 219.472868 mean_absolute_error 0.332527 mean_prior_absolute_error 0.454491 number_of_instances 768 [500,268] precision 0.772517 [0.804067,0.713656] predictive_accuracy 0.777344 prior_entropy 0.933487 recall 0.777344 [0.87,0.604478] relative_absolute_error 0.731646 root_mean_prior_squared_error 0.476641 root_mean_squared_error 0.396498 root_relative_squared_error 0.831859 scimark_benchmark 1868.25306807564 [ 961.014126721763, 1328.93448827586, 494.81190046083, 2024.27799227799, 4532.22683264177 ] total_cost 0 usercpu_time_millis 4.37399999999998 usercpu_time_millis_testing 0.615999999999985 usercpu_time_millis_training 3.75799999999999 area_under_roc_curve 0.908148 [0.908148,0.908148] area_under_roc_curve 0.773333 [0.773333,0.773333] area_under_roc_curve 0.858519 [0.858519,0.858519] area_under_roc_curve 0.813333 [0.813333,0.813333] area_under_roc_curve 0.821481 [0.821481,0.821481] area_under_roc_curve 0.861481 [0.861481,0.861481] area_under_roc_curve 0.834074 [0.834074,0.834074] area_under_roc_curve 0.873333 [0.873333,0.873333] area_under_roc_curve 0.836923 [0.836923,0.836923] area_under_roc_curve 0.784615 [0.784615,0.784615] 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 0.842687 [0.882353,0.769231] f_measure 0.677653 [0.773585,0.5] f_measure 0.804321 [0.851485,0.716981] f_measure 0.72255 [0.818182,0.545455] f_measure 0.761379 [0.826923,0.64] f_measure 0.792208 [0.84,0.703704] f_measure 0.761379 [0.826923,0.64] f_measure 0.83353 [0.890909,0.727273] f_measure 0.78475 [0.846154,0.666667] f_measure 0.736842 [0.8,0.615385] kappa 0.651846 kappa 0.278689 kappa 0.568547 kappa 0.376518 kappa 0.468558 kappa 0.543704 kappa 0.468558 kappa 0.625911 kappa 0.514377 kappa 0.415385 kb_relative_information_score 30.128122 kb_relative_information_score 15.724175 kb_relative_information_score 23.297326 kb_relative_information_score 19.847788 kb_relative_information_score 19.143073 kb_relative_information_score 20.60729 kb_relative_information_score 22.437327 kb_relative_information_score 27.816617 kb_relative_information_score 21.466076 kb_relative_information_score 19.005075 mean_absolute_error 0.291813 mean_absolute_error 0.360584 mean_absolute_error 0.328952 mean_absolute_error 0.344797 mean_absolute_error 0.346161 mean_absolute_error 0.342653 mean_absolute_error 0.330445 mean_absolute_error 0.307353 mean_absolute_error 0.330861 mean_absolute_error 0.341745 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 0.842458 [0.865385,0.8] precision 0.675788 [0.732143,0.571429] precision 0.803735 [0.843137,0.730769] precision 0.73453 [0.75,0.705882] precision 0.761006 [0.796296,0.695652] precision 0.792208 [0.84,0.703704] precision 0.761006 [0.796296,0.695652] precision 0.860326 [0.816667,0.941176] precision 0.784866 [0.814815,0.727273] precision 0.736842 [0.8,0.615385] predictive_accuracy 0.844156 predictive_accuracy 0.688312 predictive_accuracy 0.805195 predictive_accuracy 0.74026 predictive_accuracy 0.766234 predictive_accuracy 0.792208 predictive_accuracy 0.766234 predictive_accuracy 0.844156 predictive_accuracy 0.789474 predictive_accuracy 0.736842 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 0.844156 [0.9,0.740741] recall 0.688312 [0.82,0.444444] recall 0.805195 [0.86,0.703704] recall 0.74026 [0.9,0.444444] recall 0.766234 [0.86,0.592593] recall 0.792208 [0.84,0.703704] recall 0.766234 [0.86,0.592593] recall 0.844156 [0.98,0.592593] recall 0.789474 [0.88,0.615385] recall 0.736842 [0.8,0.615385] relative_absolute_error 0.641345 relative_absolute_error 0.792491 relative_absolute_error 0.722971 relative_absolute_error 0.757794 relative_absolute_error 0.760792 relative_absolute_error 0.753081 relative_absolute_error 0.726251 relative_absolute_error 0.6755 relative_absolute_error 0.731304 relative_absolute_error 0.75536 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 0.35273 root_mean_squared_error 0.433966 root_mean_squared_error 0.388784 root_mean_squared_error 0.406493 root_mean_squared_error 0.402196 root_mean_squared_error 0.391118 root_mean_squared_error 0.398754 root_mean_squared_error 0.372943 root_mean_squared_error 0.395843 root_mean_squared_error 0.416729 root_relative_squared_error 0.739204 root_relative_squared_error 0.909448 root_relative_squared_error 0.814761 root_relative_squared_error 0.851873 root_relative_squared_error 0.842869 root_relative_squared_error 0.819653 root_relative_squared_error 0.835655 root_relative_squared_error 0.781565 root_relative_squared_error 0.834285 root_relative_squared_error 0.878304 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