8617032 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 5965 mlr.classif.ranger(9) 6603261 num.trees 1685 5965 mtry 749 5965 min.node.size 42 5965 replace FALSE 5965 sample.fraction 0.673726546135731 5965 num.threads 1 5965 verbose FALSE 5965 openml.seed 1 5965 openml.kind Mersenne-Twister 5965 openml.normal.kind Inversion 5965 botV1 mlrRandomBot sciBenchV1.0 4134 Bioresponse https://www.openml.org/data/download/1681097/phpSSK7iA -1 18151803 description https://api.openml.org/data/download/18151803/description26d358fd23bc.xml -1 18151804 predictions https://api.openml.org/data/download/18151804/predictions26d3130888fe.arff area_under_roc_curve 0.869237 [0.869237,0.869237] average_cost 0 f_measure 0.800679 [0.777712,0.820068] kappa 0.597955 kb_relative_information_score 1571.739042 mean_absolute_error 0.305251 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.800939 [0.796217,0.804924] predictive_accuracy 0.80112 prior_entropy 0.994847 recall 0.80112 [0.760047,0.835792] relative_absolute_error 0.614892 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.381872 root_relative_squared_error 0.766487 scimark_benchmark 1843.62384920612 [ 955.748295890411, 1328.93448827586, 494.811900460829, 2016.49230769231, 4422.1322537112 ] total_cost 0 usercpu_time_millis 4377.922 usercpu_time_millis_testing 4.00300000000033 usercpu_time_millis_training 4373.919 area_under_roc_curve 0.874316 [0.874316,0.874316] area_under_roc_curve 0.85932 [0.85932,0.85932] area_under_roc_curve 0.877764 [0.877764,0.877764] area_under_roc_curve 0.91133 [0.91133,0.91133] area_under_roc_curve 0.884609 [0.884609,0.884609] area_under_roc_curve 0.852045 [0.852045,0.852045] area_under_roc_curve 0.856599 [0.856599,0.856599] area_under_roc_curve 0.872004 [0.872004,0.872004] area_under_roc_curve 0.874814 [0.874814,0.874814] area_under_roc_curve 0.832215 [0.832215,0.832215] 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 0.805706 [0.785924,0.822384] f_measure 0.780843 [0.755952,0.801932] f_measure 0.799335 [0.774775,0.820144] f_measure 0.829333 [0.813953,0.842365] f_measure 0.807286 [0.783133,0.827751] f_measure 0.784046 [0.765217,0.8] f_measure 0.807127 [0.781818,0.828571] f_measure 0.801729 [0.77439,0.824645] f_measure 0.820403 [0.795107,0.841608] f_measure 0.770552 [0.747059,0.790244] kappa 0.608333 kappa 0.558088 kappa 0.595271 kappa 0.656318 kappa 0.611287 kappa 0.565221 kappa 0.61094 kappa 0.599602 kappa 0.637305 kappa 0.537316 kb_relative_information_score 163.207799 kb_relative_information_score 149.95385 kb_relative_information_score 161.193409 kb_relative_information_score 175.760139 kb_relative_information_score 160.694788 kb_relative_information_score 147.034129 kb_relative_information_score 153.899714 kb_relative_information_score 152.655512 kb_relative_information_score 166.999741 kb_relative_information_score 140.33996 mean_absolute_error 0.297715 mean_absolute_error 0.31406 mean_absolute_error 0.300306 mean_absolute_error 0.282403 mean_absolute_error 0.300996 mean_absolute_error 0.317473 mean_absolute_error 0.309799 mean_absolute_error 0.312018 mean_absolute_error 0.293366 mean_absolute_error 0.324398 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 0.805663 [0.792899,0.816425] precision 0.78107 [0.77439,0.78673] precision 0.800064 [0.801242,0.799065] precision 0.829333 [0.813953,0.842365] precision 0.808251 [0.8125,0.804651] precision 0.784104 [0.763006,0.80198] precision 0.808546 [0.816456,0.801843] precision 0.803068 [0.808917,0.798165] precision 0.822155 [0.833333,0.812785] precision 0.77048 [0.751479,0.786408] predictive_accuracy 0.805851 predictive_accuracy 0.781333 predictive_accuracy 0.8 predictive_accuracy 0.829333 predictive_accuracy 0.808 predictive_accuracy 0.784 predictive_accuracy 0.808 predictive_accuracy 0.802667 predictive_accuracy 0.821333 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 0.805851 [0.77907,0.828431] recall 0.781333 [0.738372,0.817734] recall 0.8 [0.75,0.842365] recall 0.829333 [0.813953,0.842365] recall 0.808 [0.755814,0.852217] recall 0.784 [0.767442,0.79803] recall 0.808 [0.75,0.857143] recall 0.802667 [0.74269,0.852941] recall 0.821333 [0.760234,0.872549] recall 0.770667 [0.74269,0.794118] relative_absolute_error 0.599741 relative_absolute_error 0.632537 relative_absolute_error 0.604835 relative_absolute_error 0.568778 relative_absolute_error 0.606225 relative_absolute_error 0.639411 relative_absolute_error 0.623955 relative_absolute_error 0.628709 relative_absolute_error 0.591126 relative_absolute_error 0.653655 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 0.377405 root_mean_squared_error 0.38964 root_mean_squared_error 0.376351 root_mean_squared_error 0.352452 root_mean_squared_error 0.372531 root_mean_squared_error 0.394345 root_mean_squared_error 0.389857 root_mean_squared_error 0.381681 root_mean_squared_error 0.373499 root_mean_squared_error 0.40829 root_relative_squared_error 0.757557 root_relative_squared_error 0.781955 root_relative_squared_error 0.755286 root_relative_squared_error 0.707325 root_relative_squared_error 0.747621 root_relative_squared_error 0.791398 root_relative_squared_error 0.78239 root_relative_squared_error 0.76633 root_relative_squared_error 0.749903 root_relative_squared_error 0.819756 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