7830942 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5862632 num.trees 1398 6794 mtry 1 6794 sample.fraction 0.525754293357022 6794 num.threads 1 6794 verbose FALSE 6794 openml.seed 1 6794 openml.kind Mersenne-Twister 6794 openml.normal.kind Inversion 6794 AzureBot13 botV1 mlrRandomBot sciBenchV1.0 1464 blood-transfusion-service-center https://www.openml.org/data/download/1586225/php0iVrYT -1 16585661 description https://api.openml.org/data/download/16585661/descriptionf2a24d6ec4b2.xml -1 16585662 predictions https://api.openml.org/data/download/16585662/predictionsf2a241124f0a.arff area_under_roc_curve 0.730308 [0.730308,0.730308] average_cost 0 f_measure 0.741635 [0.863158,0.35249] kappa 0.237011 kb_relative_information_score 91.352186 mean_absolute_error 0.307665 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.742657 [0.801504,0.554217] predictive_accuracy 0.774064 prior_entropy 0.792816 recall 0.774064 [0.935088,0.258427] relative_absolute_error 0.847459 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.394754 root_relative_squared_error 0.927001 scimark_benchmark 1331.53885908347 [ 1339.83697570459, 905.587378063596, 456.485814289741, 1715.64700646614, 2240.1371208933 ] total_cost 0 usercpu_time_millis 18.346 usercpu_time_millis_testing 2.246 usercpu_time_millis_training 16.1 area_under_roc_curve 0.736355 [0.736355,0.736355] area_under_roc_curve 0.841618 [0.841618,0.841618] area_under_roc_curve 0.652047 [0.652047,0.652047] area_under_roc_curve 0.694444 [0.694444,0.694444] area_under_roc_curve 0.838207 [0.838207,0.838207] area_under_roc_curve 0.686647 [0.686647,0.686647] area_under_roc_curve 0.717836 [0.717836,0.717836] area_under_roc_curve 0.713938 [0.713938,0.713938] area_under_roc_curve 0.742518 [0.742518,0.742518] area_under_roc_curve 0.730134 [0.730134,0.730134] 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 0.743848 [0.861789,0.37037] f_measure 0.720876 [0.866142,0.26087] f_measure 0.6552 [0.834646,0.086957] f_measure 0.770667 [0.866667,0.466667] f_measure 0.784963 [0.887097,0.461538] f_measure 0.730455 [0.875,0.272727] f_measure 0.72342 [0.842975,0.344828] f_measure 0.754243 [0.870968,0.384615] f_measure 0.784081 [0.87395,0.482759] f_measure 0.72731 [0.852459,0.307692] kappa 0.250441 kappa 0.174757 kappa -0.019417 kappa 0.339934 kappa 0.368231 kappa 0.203187 kappa 0.198988 kappa 0.277978 kappa 0.361335 kappa 0.176761 kb_relative_information_score 9.990204 kb_relative_information_score 13.975694 kb_relative_information_score 2.882114 kb_relative_information_score 6.968326 kb_relative_information_score 16.746264 kb_relative_information_score 6.154778 kb_relative_information_score 9.380044 kb_relative_information_score 7.863973 kb_relative_information_score 10.006242 kb_relative_information_score 7.384548 mean_absolute_error 0.306941 mean_absolute_error 0.296049 mean_absolute_error 0.331596 mean_absolute_error 0.316506 mean_absolute_error 0.282108 mean_absolute_error 0.315628 mean_absolute_error 0.306185 mean_absolute_error 0.31728 mean_absolute_error 0.296531 mean_absolute_error 0.307681 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 0.743636 [0.80303,0.555556] precision 0.741143 [0.785714,0.6] precision 0.623429 [0.757143,0.2] precision 0.767302 [0.825397,0.583333] precision 0.803881 [0.820896,0.75] precision 0.779437 [0.788732,0.75] precision 0.714716 [0.796875,0.454545] precision 0.762537 [0.80597,0.625] precision 0.780042 [0.83871,0.583333] precision 0.718318 [0.8,0.444444] predictive_accuracy 0.773333 predictive_accuracy 0.773333 predictive_accuracy 0.72 predictive_accuracy 0.786667 predictive_accuracy 0.813333 predictive_accuracy 0.786667 predictive_accuracy 0.746667 predictive_accuracy 0.786667 predictive_accuracy 0.797297 predictive_accuracy 0.756757 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 0.773333 [0.929825,0.277778] recall 0.773333 [0.964912,0.166667] recall 0.72 [0.929825,0.055556] recall 0.786667 [0.912281,0.388889] recall 0.813333 [0.964912,0.333333] recall 0.786667 [0.982456,0.166667] recall 0.746667 [0.894737,0.277778] recall 0.786667 [0.947368,0.277778] recall 0.797297 [0.912281,0.411765] recall 0.756757 [0.912281,0.235294] relative_absolute_error 0.842997 relative_absolute_error 0.813082 relative_absolute_error 0.910711 relative_absolute_error 0.869268 relative_absolute_error 0.774796 relative_absolute_error 0.866856 relative_absolute_error 0.840922 relative_absolute_error 0.871392 relative_absolute_error 0.826594 relative_absolute_error 0.857676 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 0.398273 root_mean_squared_error 0.375087 root_mean_squared_error 0.427722 root_mean_squared_error 0.408824 root_mean_squared_error 0.364597 root_mean_squared_error 0.406595 root_mean_squared_error 0.39478 root_mean_squared_error 0.393564 root_mean_squared_error 0.380871 root_mean_squared_error 0.393315 root_relative_squared_error 0.932538 root_relative_squared_error 0.87825 root_relative_squared_error 1.001491 root_relative_squared_error 0.957243 root_relative_squared_error 0.853687 root_relative_squared_error 0.952023 root_relative_squared_error 0.92436 root_relative_squared_error 0.921512 root_relative_squared_error 0.905211 root_relative_squared_error 0.934786 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