8259173 2702 OpenML_Bot R 9967 Supervised Classification 5965 mlr.classif.ranger(9) 6289116 num.trees 1438 5965 mtry 20 5965 min.node.size 503 5965 replace FALSE 5965 sample.fraction 0.712261826498434 5965 num.threads 1 5965 verbose FALSE 5965 openml.seed 1 5965 openml.kind Mersenne-Twister 5965 openml.normal.kind Inversion 5965 botV1 mlrRandomBot sciBenchV10 1504 steel-plates-fault https://www.openml.org/data/download/1592296/php9xWOpn -1 17439287 description https://api.openml.org/data/download/17439287/description17a06cbacbf2.xml -1 17439288 predictions https://api.openml.org/data/download/17439288/predictions17a0457ca363.arff area_under_roc_curve 0.997722 [0.997722,0.997722] average_cost 0 f_measure 0.971399 [0.977419,0.960057] kappa 0.937533 kb_relative_information_score 1508.39873 mean_absolute_error 0.120458 mean_prior_absolute_error 0.453064 number_of_instances 1941 [1268,673] precision 0.973365 [1,0.923182] predictive_accuracy 0.971149 prior_entropy 0.931256 recall 0.971149 [0.955836,1] relative_absolute_error 0.265873 root_mean_prior_squared_error 0.475928 root_mean_squared_error 0.180926 root_relative_squared_error 0.380154 scimark_benchmark 1866.56244283879 [ 955.748295890411, 1333.53287750865, 494.81190046083, 2016.49230769231, 4532.22683264177 ] total_cost 0 usercpu_time_millis 14.634 usercpu_time_millis_testing 0.583000000000006 usercpu_time_millis_training 14.051 area_under_roc_curve 0.998263 [0.998263,0.998263] area_under_roc_curve 0.99859 [0.99859,0.99859] area_under_roc_curve 0.99765 [0.99765,0.99765] area_under_roc_curve 0.997297 [0.997297,0.997297] area_under_roc_curve 0.999295 [0.999295,0.999295] area_under_roc_curve 0.997297 [0.997297,0.997297] area_under_roc_curve 0.995064 [0.995064,0.995064] area_under_roc_curve 0.997179 [0.997179,0.997179] area_under_roc_curve 0.999883 [0.999883,0.999883] area_under_roc_curve 0.998716 [0.998716,0.998716] 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 0.979616 [0.984,0.971429] f_measure 0.969361 [0.975806,0.957143] f_measure 0.969361 [0.975806,0.957143] f_measure 0.974432 [0.97992,0.964029] f_measure 0.984613 [0.988048,0.978102] f_measure 0.969361 [0.975806,0.957143] f_measure 0.959254 [0.96748,0.943662] f_measure 0.954216 [0.963265,0.937063] f_measure 0.98461 [0.987952,0.978417] f_measure 0.969348 [0.97561,0.957746] kappa 0.955449 kappa 0.933019 kappa 0.933019 kappa 0.943989 kappa 0.966159 kappa 0.933019 kappa 0.911304 kappa 0.900558 kappa 0.966378 kappa 0.933425 kb_relative_information_score 149.079756 kb_relative_information_score 151.759896 kb_relative_information_score 151.5445 kb_relative_information_score 150.944382 kb_relative_information_score 158.417901 kb_relative_information_score 148.611189 kb_relative_information_score 145.857354 kb_relative_information_score 140.859733 kb_relative_information_score 156.334526 kb_relative_information_score 154.989492 mean_absolute_error 0.127143 mean_absolute_error 0.117216 mean_absolute_error 0.116424 mean_absolute_error 0.12075 mean_absolute_error 0.102916 mean_absolute_error 0.126279 mean_absolute_error 0.129986 mean_absolute_error 0.142303 mean_absolute_error 0.11079 mean_absolute_error 0.110734 mean_prior_absolute_error 0.453673 mean_prior_absolute_error 0.452645 mean_prior_absolute_error 0.452645 mean_prior_absolute_error 0.452645 mean_prior_absolute_error 0.452645 mean_prior_absolute_error 0.452645 mean_prior_absolute_error 0.452645 mean_prior_absolute_error 0.452645 mean_prior_absolute_error 0.454224 mean_prior_absolute_error 0.454224 number_of_instances 195 [127,68] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [127,67] number_of_instances 194 [126,68] number_of_instances 194 [126,68] precision 0.980627 [1,0.944444] precision 0.971614 [1,0.917808] precision 0.971614 [1,0.917808] precision 0.976017 [1,0.930556] precision 0.985199 [1,0.957143] precision 0.971614 [1,0.917808] precision 0.963162 [1,0.893333] precision 0.959102 [1,0.881579] precision 0.985189 [1,0.957746] precision 0.97158 [1,0.918919] predictive_accuracy 0.979487 predictive_accuracy 0.969072 predictive_accuracy 0.969072 predictive_accuracy 0.974227 predictive_accuracy 0.984536 predictive_accuracy 0.969072 predictive_accuracy 0.958763 predictive_accuracy 0.953608 predictive_accuracy 0.984536 predictive_accuracy 0.969072 prior_entropy 0.931256 prior_entropy 0.931256 prior_entropy 0.931256 prior_entropy 0.931256 prior_entropy 0.931256 prior_entropy 0.931256 prior_entropy 0.931256 prior_entropy 0.931256 prior_entropy 0.931256 prior_entropy 0.931256 recall 0.979487 [0.968504,1] recall 0.969072 [0.952756,1] recall 0.969072 [0.952756,1] recall 0.974227 [0.96063,1] recall 0.984536 [0.976378,1] recall 0.969072 [0.952756,1] recall 0.958763 [0.937008,1] recall 0.953608 [0.929134,1] recall 0.984536 [0.97619,1] recall 0.969072 [0.952381,1] relative_absolute_error 0.280253 relative_absolute_error 0.258958 relative_absolute_error 0.257209 relative_absolute_error 0.266766 relative_absolute_error 0.227365 relative_absolute_error 0.27898 relative_absolute_error 0.28717 relative_absolute_error 0.31438 relative_absolute_error 0.24391 relative_absolute_error 0.243788 root_mean_prior_squared_error 0.476568 root_mean_prior_squared_error 0.475488 root_mean_prior_squared_error 0.475488 root_mean_prior_squared_error 0.475488 root_mean_prior_squared_error 0.475488 root_mean_prior_squared_error 0.475488 root_mean_prior_squared_error 0.475488 root_mean_prior_squared_error 0.475488 root_mean_prior_squared_error 0.477145 root_mean_prior_squared_error 0.477145 root_mean_squared_error 0.180552 root_mean_squared_error 0.178625 root_mean_squared_error 0.182704 root_mean_squared_error 0.176186 root_mean_squared_error 0.147261 root_mean_squared_error 0.184965 root_mean_squared_error 0.204723 root_mean_squared_error 0.212478 root_mean_squared_error 0.157456 root_mean_squared_error 0.175115 root_relative_squared_error 0.378859 root_relative_squared_error 0.375666 root_relative_squared_error 0.384244 root_relative_squared_error 0.370538 root_relative_squared_error 0.309706 root_relative_squared_error 0.389 root_relative_squared_error 0.430553 root_relative_squared_error 0.446864 root_relative_squared_error 0.329997 root_relative_squared_error 0.367006 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