7830916 2702 OpenML_Bot R 145855 Supervised Classification 6794 mlr.classif.ranger(13) 5862606 num.trees 1578 6794 mtry 52 6794 replace FALSE 6794 sample.fraction 0.214704370545223 6794 num.threads 1 6794 verbose FALSE 6794 openml.seed 1 6794 openml.kind Mersenne-Twister 6794 openml.normal.kind Inversion 6794 AzureBot20 botV1 mlrRandomBot sciBenchV1.0 1487 ozone-level-8hr https://www.openml.org/data/download/1592279/phpdReP6S -1 16585609 description https://api.openml.org/data/download/16585609/descriptionca56676c5e99.xml -1 16585610 predictions https://api.openml.org/data/download/16585610/predictionsca565d3fb8b0.arff area_under_roc_curve 0.892215 [0.892215,0.892215] average_cost 0 f_measure 0.91746 [0.969338,0.147727] kappa 0.137829 kb_relative_information_score -915.024622 mean_absolute_error 0.098407 mean_prior_absolute_error 0.11861 number_of_instances 2534 [2374,160] precision 0.933468 [0.94162,0.8125] predictive_accuracy 0.940805 prior_entropy 0.34113 recall 0.940805 [0.998736,0.08125] relative_absolute_error 0.829668 root_mean_prior_squared_error 0.243217 root_mean_squared_error 0.212796 root_relative_squared_error 0.874922 scimark_benchmark 1284.78190790575 [ 1292.4116044625, 875.251297918516, 444.851029804314, 1653.71077788008, 2157.68482946336 ] total_cost 0 usercpu_time_millis 214.791 usercpu_time_millis_testing 5.38999999999999 usercpu_time_millis_training 209.401 area_under_roc_curve 0.94354 [0.94354,0.94354] area_under_roc_curve 0.928309 [0.928309,0.928309] area_under_roc_curve 0.840861 [0.840861,0.840861] area_under_roc_curve 0.927258 [0.927258,0.927258] area_under_roc_curve 0.925633 [0.925633,0.925633] area_under_roc_curve 0.898998 [0.898998,0.898998] area_under_roc_curve 0.880538 [0.880538,0.880538] area_under_roc_curve 0.880274 [0.880274,0.880274] area_under_roc_curve 0.859177 [0.859177,0.859177] area_under_roc_curve 0.846783 [0.846783,0.846783] 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 0.929024 [0.971311,0.3] f_measure 0.93199 [0.973415,0.315789] f_measure 0.913411 [0.967347,0.111111] f_measure 0.915793 [0.96945,0.117647] f_measure 0.923938 [0.971311,0.222222] f_measure 0.913072 [0.967213,0.111111] f_measure 0.915464 [0.969325,0.117647] f_measure 0.906171 [0.967347,0] f_measure 0.915464 [0.969325,0.117647] f_measure 0.906171 [0.967347,0] kappa 0.281906 kappa 0.301903 kappa 0.098492 kappa 0.111059 kappa 0.211136 kappa 0.098441 kappa 0.111033 kappa 0 kappa 0.111033 kappa 0 kb_relative_information_score -52.06265 kb_relative_information_score -39.521896 kb_relative_information_score -113.665671 kb_relative_information_score -61.792526 kb_relative_information_score -107.964199 kb_relative_information_score -102.602692 kb_relative_information_score -101.348794 kb_relative_information_score -83.039502 kb_relative_information_score -136.447469 kb_relative_information_score -116.579224 mean_absolute_error 0.092182 mean_absolute_error 0.088038 mean_absolute_error 0.100958 mean_absolute_error 0.095768 mean_absolute_error 0.098512 mean_absolute_error 0.102033 mean_absolute_error 0.098901 mean_absolute_error 0.099226 mean_absolute_error 0.105887 mean_absolute_error 0.102628 mean_prior_absolute_error 0.11848 mean_prior_absolute_error 0.11848 mean_prior_absolute_error 0.11848 mean_prior_absolute_error 0.11848 mean_prior_absolute_error 0.118697 mean_prior_absolute_error 0.118697 mean_prior_absolute_error 0.118697 mean_prior_absolute_error 0.118697 mean_prior_absolute_error 0.118697 mean_prior_absolute_error 0.118697 number_of_instances 254 [238,16] number_of_instances 254 [238,16] number_of_instances 254 [238,16] number_of_instances 254 [238,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] number_of_instances 253 [237,16] precision 0.935528 [0.948,0.75] precision 0.95147 [0.948207,1] precision 0.91273 [0.940476,0.5] precision 0.944446 [0.940711,1] precision 0.94775 [0.944223,1] precision 0.912398 [0.940239,0.5] precision 0.944241 [0.940476,1] precision 0.877517 [0.936759,0] precision 0.944241 [0.940476,1] precision 0.877517 [0.936759,0] predictive_accuracy 0.944882 predictive_accuracy 0.948819 predictive_accuracy 0.937008 predictive_accuracy 0.940945 predictive_accuracy 0.944664 predictive_accuracy 0.936759 predictive_accuracy 0.940711 predictive_accuracy 0.936759 predictive_accuracy 0.940711 predictive_accuracy 0.936759 prior_entropy 0.34113 prior_entropy 0.34113 prior_entropy 0.34113 prior_entropy 0.34113 prior_entropy 0.34113 prior_entropy 0.34113 prior_entropy 0.34113 prior_entropy 0.34113 prior_entropy 0.34113 prior_entropy 0.34113 recall 0.944882 [0.995798,0.1875] recall 0.948819 [1,0.1875] recall 0.937008 [0.995798,0.0625] recall 0.940945 [1,0.0625] recall 0.944664 [1,0.125] recall 0.936759 [0.995781,0.0625] recall 0.940711 [1,0.0625] recall 0.936759 [1,0] recall 0.940711 [1,0.0625] recall 0.936759 [1,0] relative_absolute_error 0.77804 relative_absolute_error 0.743066 relative_absolute_error 0.85211 relative_absolute_error 0.808304 relative_absolute_error 0.829949 relative_absolute_error 0.859609 relative_absolute_error 0.833222 relative_absolute_error 0.835959 relative_absolute_error 0.892081 relative_absolute_error 0.864625 root_mean_prior_squared_error 0.242949 root_mean_prior_squared_error 0.242949 root_mean_prior_squared_error 0.242949 root_mean_prior_squared_error 0.242949 root_mean_prior_squared_error 0.243396 root_mean_prior_squared_error 0.243396 root_mean_prior_squared_error 0.243396 root_mean_prior_squared_error 0.243396 root_mean_prior_squared_error 0.243396 root_mean_prior_squared_error 0.243396 root_mean_squared_error 0.198155 root_mean_squared_error 0.201145 root_mean_squared_error 0.223859 root_mean_squared_error 0.208504 root_mean_squared_error 0.196912 root_mean_squared_error 0.221516 root_mean_squared_error 0.217443 root_mean_squared_error 0.219358 root_mean_squared_error 0.217125 root_mean_squared_error 0.221708 root_relative_squared_error 0.815621 root_relative_squared_error 0.827929 root_relative_squared_error 0.921424 root_relative_squared_error 0.858221 root_relative_squared_error 0.809017 root_relative_squared_error 0.910105 root_relative_squared_error 0.893368 root_relative_squared_error 0.90124 root_relative_squared_error 0.892065 root_relative_squared_error 0.910892 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