7831079 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5862769 num.trees 1448 6794 mtry 1 6794 sample.fraction 0.483276280574501 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 16585935 description https://api.openml.org/data/download/16585935/description52b43d6dfa3.xml -1 16585936 predictions https://api.openml.org/data/download/16585936/predictions52b743a2008.arff area_under_roc_curve 0.730386 [0.730386,0.730386] average_cost 0 f_measure 0.745684 [0.864558,0.365019] kappa 0.249592 kb_relative_information_score 91.085629 mean_absolute_error 0.307935 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.746996 [0.803922,0.564706] predictive_accuracy 0.776738 prior_entropy 0.792816 recall 0.776738 [0.935088,0.269663] relative_absolute_error 0.848203 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.394447 root_relative_squared_error 0.92628 scimark_benchmark 1345.60720742123 [ 1362.98402309252, 921.221973306409, 460.785344704394, 1739.5643656865, 2243.48033031633 ] total_cost 0 usercpu_time_millis 17.65 usercpu_time_millis_testing 2.48799999999999 usercpu_time_millis_training 15.162 area_under_roc_curve 0.730507 [0.730507,0.730507] area_under_roc_curve 0.846491 [0.846491,0.846491] area_under_roc_curve 0.6423 [0.6423,0.6423] area_under_roc_curve 0.69347 [0.69347,0.69347] area_under_roc_curve 0.841131 [0.841131,0.841131] area_under_roc_curve 0.689571 [0.689571,0.689571] area_under_roc_curve 0.725634 [0.725634,0.725634] area_under_roc_curve 0.72076 [0.72076,0.72076] area_under_roc_curve 0.735294 [0.735294,0.735294] area_under_roc_curve 0.72807 [0.72807,0.72807] 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 0.67072 [0.832,0.16] 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 0.801405 [0.881356,0.533333] f_measure 0.737324 [0.861789,0.32] kappa 0.250441 kappa 0.174757 kappa 0.029575 kappa 0.339934 kappa 0.368231 kappa 0.203187 kappa 0.198988 kappa 0.277978 kappa 0.417323 kappa 0.202788 kb_relative_information_score 10.159516 kb_relative_information_score 13.927168 kb_relative_information_score 2.430276 kb_relative_information_score 7.262463 kb_relative_information_score 16.352013 kb_relative_information_score 5.98815 kb_relative_information_score 9.337091 kb_relative_information_score 8.010612 kb_relative_information_score 9.825171 kb_relative_information_score 7.793169 mean_absolute_error 0.306625 mean_absolute_error 0.296552 mean_absolute_error 0.33355 mean_absolute_error 0.315667 mean_absolute_error 0.283977 mean_absolute_error 0.316245 mean_absolute_error 0.306077 mean_absolute_error 0.317135 mean_absolute_error 0.296821 mean_absolute_error 0.306539 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 0.649748 [0.764706,0.285714] 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 0.797996 [0.852459,0.615385] precision 0.733415 [0.80303,0.5] 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 0.810811 predictive_accuracy 0.77027 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 [0.912281,0.111111] 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 0.810811 [0.912281,0.470588] recall 0.77027 [0.929825,0.235294] relative_absolute_error 0.842129 relative_absolute_error 0.814464 relative_absolute_error 0.916078 relative_absolute_error 0.866964 relative_absolute_error 0.779927 relative_absolute_error 0.868551 relative_absolute_error 0.840625 relative_absolute_error 0.870993 relative_absolute_error 0.827402 relative_absolute_error 0.854491 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 0.397021 root_mean_squared_error 0.374697 root_mean_squared_error 0.42833 root_mean_squared_error 0.408776 root_mean_squared_error 0.365391 root_mean_squared_error 0.406494 root_mean_squared_error 0.394081 root_mean_squared_error 0.392855 root_mean_squared_error 0.381388 root_mean_squared_error 0.391522 root_relative_squared_error 0.929607 root_relative_squared_error 0.877336 root_relative_squared_error 1.002915 root_relative_squared_error 0.957131 root_relative_squared_error 0.855546 root_relative_squared_error 0.951787 root_relative_squared_error 0.922721 root_relative_squared_error 0.919851 root_relative_squared_error 0.906441 root_relative_squared_error 0.930525 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