8794708 2702 OpenML_Bot R 145677 Supervised Classification area_under_roc_curve 7609 mlr.classif.ranger(16) 6769954 num.trees 1254 7609 mtry 588 7609 min.node.size 1 7609 sample.fraction 0.537026190827601 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 18505485 description https://api.openml.org/data/download/18505485/description677a28c40c02.xml -1 18505486 predictions https://api.openml.org/data/download/18505486/predictions677aca70e89.arff area_under_roc_curve 0.87634 [0.87634,0.87634] average_cost 0 f_measure 0.806243 [0.783517,0.825427] kappa 0.609148 kb_relative_information_score 1594.580041 mean_absolute_error 0.303012 mean_prior_absolute_error 0.496431 number_of_instances 3751 [1717,2034] precision 0.806606 [0.803922,0.808872] predictive_accuracy 0.806718 prior_entropy 0.994847 recall 0.806718 [0.764123,0.842675] relative_absolute_error 0.610381 root_mean_prior_squared_error 0.498211 root_mean_squared_error 0.377159 root_relative_squared_error 0.757026 scimark_benchmark 1141.44154427217 [ 1150.75187037368, 969.930451292809, 364.415601552602, 1424.90086887477, 1797.20892926701 ] total_cost 0 usercpu_time_millis 5887.007 usercpu_time_millis_testing 6.67299999999886 usercpu_time_millis_training 5880.334 area_under_roc_curve 0.881427 [0.881427,0.881427] area_under_roc_curve 0.87079 [0.87079,0.87079] area_under_roc_curve 0.883077 [0.883077,0.883077] area_under_roc_curve 0.915612 [0.915612,0.915612] area_under_roc_curve 0.89396 [0.89396,0.89396] area_under_roc_curve 0.85942 [0.85942,0.85942] area_under_roc_curve 0.862083 [0.862083,0.862083] area_under_roc_curve 0.876218 [0.876218,0.876218] area_under_roc_curve 0.881421 [0.881421,0.881421] area_under_roc_curve 0.844743 [0.844743,0.844743] 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 0.811126 [0.793003,0.826406] f_measure 0.791227 [0.76506,0.813397] f_measure 0.815241 [0.791541,0.835322] f_measure 0.832036 [0.817391,0.844444] f_measure 0.812485 [0.787879,0.833333] f_measure 0.789179 [0.768328,0.806846] f_measure 0.804686 [0.780781,0.82494] f_measure 0.809502 [0.781538,0.832941] f_measure 0.828668 [0.806061,0.847619] f_measure 0.76782 [0.743363,0.788321] kappa 0.619411 kappa 0.578894 kappa 0.627317 kappa 0.661838 kappa 0.621747 kappa 0.575202 kappa 0.606064 kappa 0.615285 kappa 0.654039 kappa 0.531714 kb_relative_information_score 165.934227 kb_relative_information_score 153.737411 kb_relative_information_score 161.426045 kb_relative_information_score 176.90363 kb_relative_information_score 163.825182 kb_relative_information_score 151.258661 kb_relative_information_score 156.047177 kb_relative_information_score 153.511534 kb_relative_information_score 167.831426 kb_relative_information_score 144.104748 mean_absolute_error 0.294886 mean_absolute_error 0.310358 mean_absolute_error 0.300723 mean_absolute_error 0.282037 mean_absolute_error 0.297495 mean_absolute_error 0.313017 mean_absolute_error 0.3074 mean_absolute_error 0.311547 mean_absolute_error 0.292857 mean_absolute_error 0.319819 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 0.811093 [0.795322,0.82439] precision 0.792098 [0.79375,0.790698] precision 0.816475 [0.823899,0.810185] precision 0.832084 [0.815029,0.846535] precision 0.813943 [0.822785,0.806452] precision 0.789127 [0.775148,0.800971] precision 0.805442 [0.807453,0.803738] precision 0.811744 [0.824675,0.800905] precision 0.82973 [0.836478,0.824074] precision 0.767739 [0.75,0.782609] predictive_accuracy 0.81117 predictive_accuracy 0.792 predictive_accuracy 0.816 predictive_accuracy 0.832 predictive_accuracy 0.813333 predictive_accuracy 0.789333 predictive_accuracy 0.805333 predictive_accuracy 0.810667 predictive_accuracy 0.829333 predictive_accuracy 0.768 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 0.81117 [0.790698,0.828431] recall 0.792 [0.738372,0.837438] recall 0.816 [0.761628,0.862069] recall 0.832 [0.819767,0.842365] recall 0.813333 [0.755814,0.862069] recall 0.789333 [0.761628,0.812808] recall 0.805333 [0.755814,0.847291] recall 0.810667 [0.74269,0.867647] recall 0.829333 [0.777778,0.872549] recall 0.768 [0.736842,0.794118] relative_absolute_error 0.594043 relative_absolute_error 0.625081 relative_absolute_error 0.605675 relative_absolute_error 0.568041 relative_absolute_error 0.599174 relative_absolute_error 0.630435 relative_absolute_error 0.619124 relative_absolute_error 0.62776 relative_absolute_error 0.5901 relative_absolute_error 0.644429 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 0.37289 root_mean_squared_error 0.3819 root_mean_squared_error 0.373523 root_mean_squared_error 0.348681 root_mean_squared_error 0.366879 root_mean_squared_error 0.389192 root_mean_squared_error 0.38572 root_mean_squared_error 0.379229 root_mean_squared_error 0.37023 root_mean_squared_error 0.400961 root_relative_squared_error 0.748495 root_relative_squared_error 0.766423 root_relative_squared_error 0.749611 root_relative_squared_error 0.699756 root_relative_squared_error 0.736277 root_relative_squared_error 0.781056 root_relative_squared_error 0.774089 root_relative_squared_error 0.761406 root_relative_squared_error 0.743339 root_relative_squared_error 0.80504 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