8778982 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 7609 mlr.classif.ranger(16) 6754299 num.trees 1556 7609 mtry 1201 7609 min.node.size 11 7609 replace FALSE 7609 sample.fraction 0.779207011312246 7609 respect.unordered.factors TRUE 7609 num.threads 1 7609 verbose FALSE 7609 openml.seed 1 7609 openml.kind Mersenne-Twister 7609 openml.normal.kind Inversion 7609 botV1 mlrRandomBot sciBenchV1.0 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 18474183 description https://api.openml.org/data/download/18474183/description3d5075183085.xml -1 18474184 predictions https://api.openml.org/data/download/18474184/predictions3d5037c168c3.arff area_under_roc_curve 0.876266 [0.876266,0.876266] average_cost 0 f_measure 0.80749 [0.786497,0.825212] kappa 0.6118 kb_relative_information_score 1719.208865 mean_absolute_error 0.283944 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.807572 [0.8,0.813965] predictive_accuracy 0.807785 prior_entropy 0.994847 recall 0.807785 [0.773442,0.836775] relative_absolute_error 0.571971 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.375291 root_relative_squared_error 0.753277 scimark_benchmark 1363.31012482072 [ 1340.50989219825, 1045.9825126306, 445.216800567381, 1818.68575006589, 2166.15566864147 ] total_cost 0 usercpu_time_millis 18394.486 usercpu_time_millis_testing 5.20499999999811 usercpu_time_millis_training 18389.281 area_under_roc_curve 0.886913 [0.886913,0.886913] area_under_roc_curve 0.866537 [0.866537,0.866537] area_under_roc_curve 0.879883 [0.879883,0.879883] area_under_roc_curve 0.921526 [0.921526,0.921526] area_under_roc_curve 0.884867 [0.884867,0.884867] area_under_roc_curve 0.86353 [0.86353,0.86353] area_under_roc_curve 0.858976 [0.858976,0.858976] area_under_roc_curve 0.878598 [0.878598,0.878598] area_under_roc_curve 0.883844 [0.883844,0.883844] area_under_roc_curve 0.844542 [0.844542,0.844542] 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 0.81374 [0.795322,0.829268] f_measure 0.788788 [0.764179,0.809639] f_measure 0.818132 [0.796407,0.836538] f_measure 0.850782 [0.83908,0.860697] f_measure 0.812639 [0.789157,0.832536] f_measure 0.78946 [0.772334,0.80397] f_measure 0.783109 [0.755287,0.806683] f_measure 0.812446 [0.786585,0.834123] f_measure 0.834023 [0.812121,0.852381] f_measure 0.770994 [0.754286,0.785] kappa 0.624601 kappa 0.574066 kappa 0.63321 kappa 0.699811 kappa 0.622085 kappa 0.576332 kappa 0.562503 kappa 0.621245 kappa 0.66485 kappa 0.539496 kb_relative_information_score 182.167618 kb_relative_information_score 163.516099 kb_relative_information_score 171.278787 kb_relative_information_score 192.231959 kb_relative_information_score 173.793376 kb_relative_information_score 164.054282 kb_relative_information_score 165.659171 kb_relative_information_score 166.924608 kb_relative_information_score 183.182725 kb_relative_information_score 156.400241 mean_absolute_error 0.271001 mean_absolute_error 0.294588 mean_absolute_error 0.284743 mean_absolute_error 0.259333 mean_absolute_error 0.281194 mean_absolute_error 0.293525 mean_absolute_error 0.291347 mean_absolute_error 0.291249 mean_absolute_error 0.270584 mean_absolute_error 0.30191 mean_prior_absolute_error 0.496406 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496509 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 mean_prior_absolute_error 0.496284 number_of_instances 376 [172,204] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [172,203] number_of_instances 375 [171,204] number_of_instances 375 [171,204] number_of_instances 375 [171,204] precision 0.813696 [0.8,0.825243] precision 0.789161 [0.785276,0.792453] precision 0.818776 [0.820988,0.816901] precision 0.851091 [0.829545,0.869347] precision 0.813636 [0.81875,0.809302] precision 0.789688 [0.765714,0.81] precision 0.78413 [0.786164,0.782407] precision 0.813868 [0.821656,0.807339] precision 0.835117 [0.842767,0.828704] precision 0.772023 [0.73743,0.80102] predictive_accuracy 0.81383 predictive_accuracy 0.789333 predictive_accuracy 0.818667 predictive_accuracy 0.850667 predictive_accuracy 0.813333 predictive_accuracy 0.789333 predictive_accuracy 0.784 predictive_accuracy 0.813333 predictive_accuracy 0.834667 predictive_accuracy 0.770667 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 prior_entropy 0.994847 recall 0.81383 [0.790698,0.833333] recall 0.789333 [0.744186,0.827586] recall 0.818667 [0.773256,0.857143] recall 0.850667 [0.848837,0.852217] recall 0.813333 [0.761628,0.857143] recall 0.789333 [0.77907,0.79803] recall 0.784 [0.726744,0.832512] recall 0.813333 [0.754386,0.862745] recall 0.834667 [0.783626,0.877451] recall 0.770667 [0.77193,0.769608] relative_absolute_error 0.545926 relative_absolute_error 0.59332 relative_absolute_error 0.573491 relative_absolute_error 0.522313 relative_absolute_error 0.566342 relative_absolute_error 0.591178 relative_absolute_error 0.58679 relative_absolute_error 0.586861 relative_absolute_error 0.54522 relative_absolute_error 0.608341 root_mean_prior_squared_error 0.498186 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498289 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_prior_squared_error 0.498063 root_mean_squared_error 0.367009 root_mean_squared_error 0.383541 root_mean_squared_error 0.37483 root_mean_squared_error 0.339943 root_mean_squared_error 0.369343 root_mean_squared_error 0.385586 root_mean_squared_error 0.388047 root_mean_squared_error 0.374599 root_mean_squared_error 0.365158 root_mean_squared_error 0.401565 root_relative_squared_error 0.736691 root_relative_squared_error 0.769715 root_relative_squared_error 0.752233 root_relative_squared_error 0.68222 root_relative_squared_error 0.741222 root_relative_squared_error 0.773819 root_relative_squared_error 0.778759 root_relative_squared_error 0.752111 root_relative_squared_error 0.733155 root_relative_squared_error 0.806253 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