7830419 2702 OpenML_Bot R 10101 Supervised Classification 6794 mlr.classif.ranger(13) 5862109 num.trees 1589 6794 mtry 1 6794 replace FALSE 6794 sample.fraction 0.382672905176878 6794 respect.unordered.factors TRUE 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 16584617 description https://api.openml.org/data/download/16584617/descriptionb9f96ef87a99.xml -1 16584618 predictions https://api.openml.org/data/download/16584618/predictionsb9f95818c90a.arff area_under_roc_curve 0.730643 [0.730643,0.730643] average_cost 0 f_measure 0.751679 [0.866667,0.383459] kappa 0.268241 kb_relative_information_score 90.204038 mean_absolute_error 0.30822 mean_prior_absolute_error 0.363045 number_of_instances 748 [570,178] precision 0.753312 [0.807576,0.579545] predictive_accuracy 0.780749 prior_entropy 0.792816 recall 0.780749 [0.935088,0.286517] relative_absolute_error 0.848987 root_mean_prior_squared_error 0.42584 root_mean_squared_error 0.394395 root_relative_squared_error 0.926159 scimark_benchmark 1330.13599179546 [ 1357.49293815815, 915.567678518485, 423.83764930646, 1728.14984189852, 2225.63185109566 ] total_cost 0 usercpu_time_millis 18.611 usercpu_time_millis_testing 2.49499999999999 usercpu_time_millis_training 16.116 area_under_roc_curve 0.741228 [0.741228,0.741228] area_under_roc_curve 0.851365 [0.851365,0.851365] area_under_roc_curve 0.646199 [0.646199,0.646199] area_under_roc_curve 0.69152 [0.69152,0.69152] area_under_roc_curve 0.836257 [0.836257,0.836257] area_under_roc_curve 0.686647 [0.686647,0.686647] area_under_roc_curve 0.72271 [0.72271,0.72271] area_under_roc_curve 0.72271 [0.72271,0.72271] area_under_roc_curve 0.73839 [0.73839,0.73839] area_under_roc_curve 0.724974 [0.724974,0.724974] 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 0.692804 [0.83871,0.230769] f_measure 0.770667 [0.866667,0.466667] f_measure 0.784963 [0.887097,0.461538] f_measure 0.753714 [0.88189,0.347826] f_measure 0.742 [0.85,0.4] 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 0.097473 kappa 0.339934 kappa 0.368231 kappa 0.271845 kappa 0.257426 kappa 0.277978 kappa 0.417323 kappa 0.202788 kb_relative_information_score 9.913603 kb_relative_information_score 14.256475 kb_relative_information_score 2.573381 kb_relative_information_score 6.965409 kb_relative_information_score 16.138904 kb_relative_information_score 5.74115 kb_relative_information_score 9.162686 kb_relative_information_score 8.049204 kb_relative_information_score 9.627668 kb_relative_information_score 7.775559 mean_absolute_error 0.307638 mean_absolute_error 0.294969 mean_absolute_error 0.333268 mean_absolute_error 0.317145 mean_absolute_error 0.284356 mean_absolute_error 0.316947 mean_absolute_error 0.307 mean_absolute_error 0.316381 mean_absolute_error 0.29799 mean_absolute_error 0.306346 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 0.679851 [0.776119,0.375] precision 0.767302 [0.825397,0.583333] precision 0.803881 [0.820896,0.75] precision 0.8 [0.8,0.8] precision 0.735238 [0.809524,0.5] 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 0.733333 predictive_accuracy 0.786667 predictive_accuracy 0.813333 predictive_accuracy 0.8 predictive_accuracy 0.76 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 0.733333 [0.912281,0.166667] recall 0.786667 [0.912281,0.388889] recall 0.813333 [0.964912,0.333333] recall 0.8 [0.982456,0.222222] recall 0.76 [0.894737,0.333333] recall 0.786667 [0.947368,0.277778] recall 0.810811 [0.912281,0.470588] recall 0.77027 [0.929825,0.235294] relative_absolute_error 0.844913 relative_absolute_error 0.810116 relative_absolute_error 0.915302 relative_absolute_error 0.871022 relative_absolute_error 0.780968 relative_absolute_error 0.870478 relative_absolute_error 0.843159 relative_absolute_error 0.868924 relative_absolute_error 0.830659 relative_absolute_error 0.853954 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 0.398234 root_mean_squared_error 0.373274 root_mean_squared_error 0.427453 root_mean_squared_error 0.408594 root_mean_squared_error 0.367071 root_mean_squared_error 0.407182 root_mean_squared_error 0.394075 root_mean_squared_error 0.392311 root_mean_squared_error 0.381624 root_mean_squared_error 0.390301 root_relative_squared_error 0.932447 root_relative_squared_error 0.874004 root_relative_squared_error 1.00086 root_relative_squared_error 0.956705 root_relative_squared_error 0.859481 root_relative_squared_error 0.953398 root_relative_squared_error 0.922707 root_relative_squared_error 0.918577 root_relative_squared_error 0.907001 root_relative_squared_error 0.927623 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